warning: commands will be executed using /bin/sh
job 2537 at Fri Mar 28 23:13:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140324/YutaMouse20-140324/YutaMouse20-140324
ElecNo	3
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1738268 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 579422 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 30506 members 
Mstep: Class 3 contains 30431 members 
Mstep: Class 4 contains 30381 members 
Mstep: Class 5 contains 30530 members 
Mstep: Class 6 contains 30739 members 
Mstep: Class 7 contains 30213 members 
Mstep: Class 8 contains 30448 members 
Mstep: Class 9 contains 30505 members 
Mstep: Class 10 contains 30590 members 
Mstep: Class 11 contains 30451 members 
Mstep: Class 12 contains 30324 members 
Mstep: Class 13 contains 30553 members 
Mstep: Class 14 contains 30558 members 
Mstep: Class 15 contains 30606 members 
Mstep: Class 16 contains 30488 members 
Mstep: Class 17 contains 30572 members 
Mstep: Class 18 contains 30423 members 
Mstep: Class 19 contains 30352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 675.786316 but Gain 3290.906250
Score: -69175464.000000 Penalty: 59236.324219
Iteration 0F: 19 clusters Score -6.917546e+07 nChanged 546142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2426 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 57874 members 
Mstep: Class 3 contains 6340 members 
Mstep: Class 4 contains 37010 members 
Mstep: Class 5 contains 5468 members 
Mstep: Class 6 contains 69126 members 
Mstep: Class 7 contains 15216 members 
Mstep: Class 8 contains 21457 members 
Mstep: Class 9 contains 15012 members 
Mstep: Class 10 contains 39055 members 
Mstep: Class 11 contains 15137 members 
Mstep: Class 12 contains 35166 members 
Mstep: Class 13 contains 15487 members 
Mstep: Class 14 contains 32160 members 
Mstep: Class 15 contains 82405 members 
Mstep: Class 17 contains 19868 members 
Mstep: Class 18 contains 37940 members 
Mstep: Class 19 contains 42979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -71632704.000000 Penalty: 59236.324219
Iteration 1F: 19 clusters Score -7.16327e+07 nChanged 259086
Entering Unmasked Mstep 
Mstep: Class 0 contains 1926 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 52948 members 
Mstep: Class 3 contains 3990 members 
Mstep: Class 4 contains 27974 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 87301 members 
Mstep: Class 7 contains 14337 members 
Mstep: Class 8 contains 21085 members 
Mstep: Class 9 contains 17532 members 
Mstep: Class 10 contains 47397 members 
Mstep: Class 11 contains 8274 members 
Mstep: Class 12 contains 32979 members 
Mstep: Class 13 contains 12001 members 
Mstep: Class 14 contains 21440 members 
Mstep: Class 15 contains 119137 members 
Mstep: Class 17 contains 12901 members 
Mstep: Class 18 contains 44579 members 
Mstep: Class 19 contains 24493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72615296.000000 Penalty: 59236.324219
Iteration 2F: 19 clusters Score -7.26153e+07 nChanged 179133
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 56374 members 
Mstep: Class 3 contains 3002 members 
Mstep: Class 4 contains 27123 members 
Mstep: Class 5 contains 2035 members 
Mstep: Class 6 contains 82708 members 
Mstep: Class 7 contains 17254 members 
Mstep: Class 8 contains 17558 members 
Mstep: Class 9 contains 24783 members 
Mstep: Class 10 contains 55360 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 43704 members 
Mstep: Class 13 contains 8248 members 
Mstep: Class 14 contains 14800 members 
Mstep: Class 15 contains 128444 members 
Mstep: Class 17 contains 6083 members 
Mstep: Class 18 contains 46767 members 
Mstep: Class 19 contains 10386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73143824.000000 Penalty: 59236.324219
Iteration 3F: 19 clusters Score -7.314382e+07 nChanged 117015
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 74245 members 
Mstep: Class 3 contains 2281 members 
Mstep: Class 4 contains 24436 members 
Mstep: Class 5 contains 1793 members 
Mstep: Class 6 contains 69794 members 
Mstep: Class 7 contains 20357 members 
Mstep: Class 8 contains 15846 members 
Mstep: Class 9 contains 24593 members 
Mstep: Class 10 contains 66800 members 
Mstep: Class 11 contains 3311 members 
Mstep: Class 12 contains 47564 members 
Mstep: Class 13 contains 5486 members 
Mstep: Class 14 contains 11197 members 
Mstep: Class 15 contains 123115 members 
Mstep: Class 17 contains 2816 members 
Mstep: Class 18 contains 50216 members 
Mstep: Class 19 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73367792.000000 Penalty: 59236.324219
Iteration 4F: 19 clusters Score -7.336779e+07 nChanged 84658
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 103497 members 
Mstep: Class 3 contains 2045 members 
Mstep: Class 4 contains 21303 members 
Mstep: Class 5 contains 1751 members 
Mstep: Class 6 contains 53934 members 
Mstep: Class 7 contains 21953 members 
Mstep: Class 8 contains 17122 members 
Mstep: Class 9 contains 19940 members 
Mstep: Class 10 contains 69094 members 
Mstep: Class 11 contains 2949 members 
Mstep: Class 12 contains 46721 members 
Mstep: Class 13 contains 4062 members 
Mstep: Class 14 contains 9631 members 
Mstep: Class 15 contains 116209 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 53385 members 
Mstep: Class 19 contains 4715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73488520.000000 Penalty: 59236.324219
Iteration 5F: 19 clusters Score -7.348852e+07 nChanged 57963
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 126783 members 
Mstep: Class 3 contains 1985 members 
Mstep: Class 4 contains 19055 members 
Mstep: Class 5 contains 1717 members 
Mstep: Class 6 contains 42556 members 
Mstep: Class 7 contains 22864 members 
Mstep: Class 8 contains 20249 members 
Mstep: Class 9 contains 15317 members 
Mstep: Class 10 contains 68410 members 
Mstep: Class 11 contains 2693 members 
Mstep: Class 12 contains 44767 members 
Mstep: Class 13 contains 3310 members 
Mstep: Class 14 contains 9073 members 
Mstep: Class 15 contains 112127 members 
Mstep: Class 17 contains 2961 members 
Mstep: Class 18 contains 53723 members 
Mstep: Class 19 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73560832.000000 Penalty: 59236.324219
Iteration 6F: 19 clusters Score -7.356083e+07 nChanged 37382
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 137338 members 
Mstep: Class 3 contains 1971 members 
Mstep: Class 4 contains 17503 members 
Mstep: Class 5 contains 1735 members 
Mstep: Class 6 contains 37895 members 
Mstep: Class 7 contains 23496 members 
Mstep: Class 8 contains 24224 members 
Mstep: Class 9 contains 12840 members 
Mstep: Class 10 contains 68393 members 
Mstep: Class 11 contains 2516 members 
Mstep: Class 12 contains 42517 members 
Mstep: Class 13 contains 3043 members 
Mstep: Class 14 contains 9189 members 
Mstep: Class 15 contains 110672 members 
Mstep: Class 17 contains 3448 members 
Mstep: Class 18 contains 52029 members 
Mstep: Class 19 contains 4443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73598496.000000 Penalty: 59236.324219
Iteration 7F: 19 clusters Score -7.35985e+07 nChanged 26500
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 141784 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 16380 members 
Mstep: Class 5 contains 1746 members 
Mstep: Class 6 contains 34989 members 
Mstep: Class 7 contains 23929 members 
Mstep: Class 8 contains 28987 members 
Mstep: Class 9 contains 11837 members 
Mstep: Class 10 contains 68457 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 40538 members 
Mstep: Class 13 contains 3070 members 
Mstep: Class 14 contains 9663 members 
Mstep: Class 15 contains 110394 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 49893 members 
Mstep: Class 19 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73623240.000000 Penalty: 59236.324219
Iteration 8Q: 19 clusters Score -7.362324e+07 nChanged 20890
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 143374 members 
Mstep: Class 3 contains 1973 members 
Mstep: Class 4 contains 15506 members 
Mstep: Class 5 contains 1752 members 
Mstep: Class 6 contains 32194 members 
Mstep: Class 7 contains 24255 members 
Mstep: Class 8 contains 34176 members 
Mstep: Class 9 contains 11756 members 
Mstep: Class 10 contains 68403 members 
Mstep: Class 11 contains 2403 members 
Mstep: Class 12 contains 38981 members 
Mstep: Class 13 contains 3361 members 
Mstep: Class 14 contains 10228 members 
Mstep: Class 15 contains 110273 members 
Mstep: Class 17 contains 3835 members 
Mstep: Class 18 contains 48246 members 
Mstep: Class 19 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73643560.000000 Penalty: 59236.324219
Iteration 9Q: 19 clusters Score -7.364356e+07 nChanged 18318
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 143479 members 
Mstep: Class 3 contains 1977 members 
Mstep: Class 4 contains 14754 members 
Mstep: Class 5 contains 1765 members 
Mstep: Class 6 contains 29812 members 
Mstep: Class 7 contains 24495 members 
Mstep: Class 8 contains 38873 members 
Mstep: Class 9 contains 12370 members 
Mstep: Class 10 contains 68280 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 37374 members 
Mstep: Class 13 contains 3988 members 
Mstep: Class 14 contains 10667 members 
Mstep: Class 15 contains 110032 members 
Mstep: Class 17 contains 3653 members 
Mstep: Class 18 contains 47607 members 
Mstep: Class 19 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73664336.000000 Penalty: 59236.324219
Iteration 10Q: 19 clusters Score -7.366434e+07 nChanged 16171
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 142709 members 
Mstep: Class 3 contains 1992 members 
Mstep: Class 4 contains 14212 members 
Mstep: Class 5 contains 1781 members 
Mstep: Class 6 contains 28096 members 
Mstep: Class 7 contains 24647 members 
Mstep: Class 8 contains 42543 members 
Mstep: Class 9 contains 13358 members 
Mstep: Class 10 contains 67990 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 35717 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 109885 members 
Mstep: Class 17 contains 3386 members 
Mstep: Class 18 contains 47864 members 
Mstep: Class 19 contains 4610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73687304.000000 Penalty: 59236.324219
Iteration 11Q: 19 clusters Score -7.36873e+07 nChanged 13368
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 141306 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 13974 members 
Mstep: Class 5 contains 1791 members 
Mstep: Class 6 contains 27445 members 
Mstep: Class 7 contains 24705 members 
Mstep: Class 8 contains 44777 members 
Mstep: Class 9 contains 14440 members 
Mstep: Class 10 contains 67514 members 
Mstep: Class 11 contains 2322 members 
Mstep: Class 12 contains 34356 members 
Mstep: Class 13 contains 4953 members 
Mstep: Class 14 contains 10882 members 
Mstep: Class 15 contains 109783 members 
Mstep: Class 17 contains 3226 members 
Mstep: Class 18 contains 48372 members 
Mstep: Class 19 contains 4798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73706656.000000 Penalty: 59236.324219
Iteration 12Q: 19 clusters Score -7.370666e+07 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 139944 members 
Mstep: Class 3 contains 2059 members 
Mstep: Class 4 contains 13704 members 
Mstep: Class 5 contains 1800 members 
Mstep: Class 6 contains 28178 members 
Mstep: Class 7 contains 24600 members 
Mstep: Class 8 contains 45708 members 
Mstep: Class 9 contains 15481 members 
Mstep: Class 10 contains 66950 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 33093 members 
Mstep: Class 13 contains 5100 members 
Mstep: Class 14 contains 10950 members 
Mstep: Class 15 contains 109365 members 
Mstep: Class 17 contains 3175 members 
Mstep: Class 18 contains 49007 members 
Mstep: Class 19 contains 5015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73713816.000000 Penalty: 59236.324219
Iteration 13Q: 19 clusters Score -7.371382e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 138939 members 
Mstep: Class 3 contains 2105 members 
Mstep: Class 4 contains 13625 members 
Mstep: Class 5 contains 1809 members 
Mstep: Class 6 contains 28711 members 
Mstep: Class 7 contains 24436 members 
Mstep: Class 8 contains 46296 members 
Mstep: Class 9 contains 16405 members 
Mstep: Class 10 contains 66613 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 32165 members 
Mstep: Class 13 contains 5034 members 
Mstep: Class 14 contains 11126 members 
Mstep: Class 15 contains 108718 members 
Mstep: Class 17 contains 3207 members 
Mstep: Class 18 contains 49596 members 
Mstep: Class 19 contains 5257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73718352.000000 Penalty: 59236.324219
Iteration 14Q: 19 clusters Score -7.371835e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 138210 members 
Mstep: Class 3 contains 2155 members 
Mstep: Class 4 contains 13714 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 29042 members 
Mstep: Class 7 contains 24193 members 
Mstep: Class 8 contains 46775 members 
Mstep: Class 9 contains 17163 members 
Mstep: Class 10 contains 66416 members 
Mstep: Class 11 contains 2032 members 
Mstep: Class 12 contains 31386 members 
Mstep: Class 13 contains 4874 members 
Mstep: Class 14 contains 11348 members 
Mstep: Class 15 contains 108128 members 
Mstep: Class 17 contains 3316 members 
Mstep: Class 18 contains 50098 members 
Mstep: Class 19 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73721832.000000 Penalty: 59236.324219
Iteration 15Q: 19 clusters Score -7.372183e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 137702 members 
Mstep: Class 3 contains 2173 members 
Mstep: Class 4 contains 13812 members 
Mstep: Class 5 contains 1812 members 
Mstep: Class 6 contains 29234 members 
Mstep: Class 7 contains 23952 members 
Mstep: Class 8 contains 47149 members 
Mstep: Class 9 contains 17737 members 
Mstep: Class 10 contains 66281 members 
Mstep: Class 11 contains 1954 members 
Mstep: Class 12 contains 30761 members 
Mstep: Class 13 contains 4682 members 
Mstep: Class 14 contains 11541 members 
Mstep: Class 15 contains 107653 members 
Mstep: Class 17 contains 3462 members 
Mstep: Class 18 contains 50545 members 
Mstep: Class 19 contains 5766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73724208.000000 Penalty: 59236.324219
Iteration 16Q: 19 clusters Score -7.372421e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 137334 members 
Mstep: Class 3 contains 2176 members 
Mstep: Class 4 contains 13977 members 
Mstep: Class 5 contains 1814 members 
Mstep: Class 6 contains 29346 members 
Mstep: Class 7 contains 23708 members 
Mstep: Class 8 contains 47361 members 
Mstep: Class 9 contains 18188 members 
Mstep: Class 10 contains 66200 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 30268 members 
Mstep: Class 13 contains 4493 members 
Mstep: Class 14 contains 11657 members 
Mstep: Class 15 contains 107338 members 
Mstep: Class 17 contains 3643 members 
Mstep: Class 18 contains 50896 members 
Mstep: Class 19 contains 5999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73726032.000000 Penalty: 59236.324219
Iteration 17Q: 19 clusters Score -7.372603e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 137065 members 
Mstep: Class 3 contains 2178 members 
Mstep: Class 4 contains 14252 members 
Mstep: Class 5 contains 1815 members 
Mstep: Class 6 contains 29382 members 
Mstep: Class 7 contains 23468 members 
Mstep: Class 8 contains 47475 members 
Mstep: Class 9 contains 18515 members 
Mstep: Class 10 contains 66147 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 12 contains 29906 members 
Mstep: Class 13 contains 4284 members 
Mstep: Class 14 contains 11694 members 
Mstep: Class 15 contains 107119 members 
Mstep: Class 17 contains 3837 members 
Mstep: Class 18 contains 51205 members 
Mstep: Class 19 contains 6197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73727896.000000 Penalty: 59236.324219
Iteration 18Q: 19 clusters Score -7.37279e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 136813 members 
Mstep: Class 3 contains 2177 members 
Mstep: Class 4 contains 14577 members 
Mstep: Class 5 contains 1814 members 
Mstep: Class 6 contains 29366 members 
Mstep: Class 7 contains 23218 members 
Mstep: Class 8 contains 47589 members 
Mstep: Class 9 contains 18793 members 
Mstep: Class 10 contains 66107 members 
Mstep: Class 11 contains 1803 members 
Mstep: Class 12 contains 29671 members 
Mstep: Class 13 contains 4118 members 
Mstep: Class 14 contains 11701 members 
Mstep: Class 15 contains 106940 members 
Mstep: Class 17 contains 4038 members 
Mstep: Class 18 contains 51439 members 
Mstep: Class 19 contains 6347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73729704.000000 Penalty: 59236.324219
Iteration 19Q: 19 clusters Score -7.37297e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 136651 members 
Mstep: Class 3 contains 2176 members 
Mstep: Class 4 contains 14893 members 
Mstep: Class 5 contains 1814 members 
Mstep: Class 6 contains 29345 members 
Mstep: Class 7 contains 22967 members 
Mstep: Class 8 contains 47644 members 
Mstep: Class 9 contains 18956 members 
Mstep: Class 10 contains 66040 members 
Mstep: Class 11 contains 1754 members 
Mstep: Class 12 contains 29523 members 
Mstep: Class 13 contains 4010 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 106787 members 
Mstep: Class 17 contains 4291 members 
Mstep: Class 18 contains 51642 members 
Mstep: Class 19 contains 6425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73733352.000000 Penalty: 59236.324219
Iteration 20F: 19 clusters Score -7.373335e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 135820 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 15292 members 
Mstep: Class 5 contains 1811 members 
Mstep: Class 6 contains 29324 members 
Mstep: Class 7 contains 22661 members 
Mstep: Class 8 contains 47883 members 
Mstep: Class 9 contains 19502 members 
Mstep: Class 10 contains 65986 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 29380 members 
Mstep: Class 13 contains 4474 members 
Mstep: Class 14 contains 11609 members 
Mstep: Class 15 contains 106588 members 
Mstep: Class 17 contains 4302 members 
Mstep: Class 18 contains 51788 members 
Mstep: Class 19 contains 6533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73736608.000000 Penalty: 59236.324219
Iteration 21Q: 19 clusters Score -7.373661e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 135248 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 15690 members 
Mstep: Class 5 contains 1803 members 
Mstep: Class 6 contains 29261 members 
Mstep: Class 7 contains 22296 members 
Mstep: Class 8 contains 47989 members 
Mstep: Class 9 contains 19798 members 
Mstep: Class 10 contains 65917 members 
Mstep: Class 11 contains 1541 members 
Mstep: Class 12 contains 29255 members 
Mstep: Class 13 contains 4734 members 
Mstep: Class 14 contains 11565 members 
Mstep: Class 15 contains 106449 members 
Mstep: Class 17 contains 4660 members 
Mstep: Class 18 contains 51864 members 
Mstep: Class 19 contains 6651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73738904.000000 Penalty: 59236.324219
Iteration 22Q: 19 clusters Score -7.37389e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 134794 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 16146 members 
Mstep: Class 5 contains 1800 members 
Mstep: Class 6 contains 29168 members 
Mstep: Class 7 contains 21935 members 
Mstep: Class 8 contains 48048 members 
Mstep: Class 9 contains 19959 members 
Mstep: Class 10 contains 65834 members 
Mstep: Class 11 contains 1450 members 
Mstep: Class 12 contains 29142 members 
Mstep: Class 13 contains 4894 members 
Mstep: Class 14 contains 11690 members 
Mstep: Class 15 contains 106301 members 
Mstep: Class 17 contains 5051 members 
Mstep: Class 18 contains 51941 members 
Mstep: Class 19 contains 6717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73742016.000000 Penalty: 59236.324219
Iteration 23Q: 19 clusters Score -7.374202e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 134304 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 16509 members 
Mstep: Class 5 contains 1798 members 
Mstep: Class 6 contains 29025 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 48021 members 
Mstep: Class 9 contains 20008 members 
Mstep: Class 10 contains 65688 members 
Mstep: Class 11 contains 1359 members 
Mstep: Class 12 contains 29046 members 
Mstep: Class 13 contains 5012 members 
Mstep: Class 14 contains 12198 members 
Mstep: Class 15 contains 106184 members 
Mstep: Class 17 contains 5487 members 
Mstep: Class 18 contains 52012 members 
Mstep: Class 19 contains 6796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73743664.000000 Penalty: 59236.324219
Iteration 24Q: 19 clusters Score -7.374366e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 133825 members 
Mstep: Class 3 contains 2169 members 
Mstep: Class 4 contains 16821 members 
Mstep: Class 5 contains 1799 members 
Mstep: Class 6 contains 28882 members 
Mstep: Class 7 contains 21430 members 
Mstep: Class 8 contains 47939 members 
Mstep: Class 9 contains 20000 members 
Mstep: Class 10 contains 65549 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 28933 members 
Mstep: Class 13 contains 5076 members 
Mstep: Class 14 contains 12937 members 
Mstep: Class 15 contains 106037 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 52065 members 
Mstep: Class 19 contains 6845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73744992.000000 Penalty: 59236.324219
Iteration 25Q: 19 clusters Score -7.374499e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 133390 members 
Mstep: Class 3 contains 2170 members 
Mstep: Class 4 contains 17081 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 28780 members 
Mstep: Class 7 contains 21321 members 
Mstep: Class 8 contains 47825 members 
Mstep: Class 9 contains 19961 members 
Mstep: Class 10 contains 65448 members 
Mstep: Class 11 contains 1230 members 
Mstep: Class 12 contains 28829 members 
Mstep: Class 13 contains 5129 members 
Mstep: Class 14 contains 13604 members 
Mstep: Class 15 contains 105907 members 
Mstep: Class 17 contains 6117 members 
Mstep: Class 18 contains 52108 members 
Mstep: Class 19 contains 6928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73746208.000000 Penalty: 59236.324219
Iteration 26Q: 19 clusters Score -7.374621e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 133043 members 
Mstep: Class 3 contains 2171 members 
Mstep: Class 4 contains 17287 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 28691 members 
Mstep: Class 7 contains 21261 members 
Mstep: Class 8 contains 47672 members 
Mstep: Class 9 contains 19850 members 
Mstep: Class 10 contains 65379 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 28683 members 
Mstep: Class 13 contains 5183 members 
Mstep: Class 14 contains 14134 members 
Mstep: Class 15 contains 105778 members 
Mstep: Class 17 contains 6358 members 
Mstep: Class 18 contains 52158 members 
Mstep: Class 19 contains 7152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73747176.000000 Penalty: 59236.324219
Iteration 27Q: 19 clusters Score -7.374718e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 132716 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 17468 members 
Mstep: Class 5 contains 1794 members 
Mstep: Class 6 contains 28619 members 
Mstep: Class 7 contains 21223 members 
Mstep: Class 8 contains 47512 members 
Mstep: Class 9 contains 19669 members 
Mstep: Class 10 contains 65342 members 
Mstep: Class 11 contains 1136 members 
Mstep: Class 12 contains 28528 members 
Mstep: Class 13 contains 5221 members 
Mstep: Class 14 contains 14557 members 
Mstep: Class 15 contains 105661 members 
Mstep: Class 17 contains 6579 members 
Mstep: Class 18 contains 52222 members 
Mstep: Class 19 contains 7503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73749104.000000 Penalty: 59236.324219
Iteration 28Q: 19 clusters Score -7.37491e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 132335 members 
Mstep: Class 3 contains 2164 members 
Mstep: Class 4 contains 17635 members 
Mstep: Class 5 contains 1791 members 
Mstep: Class 6 contains 28544 members 
Mstep: Class 7 contains 21198 members 
Mstep: Class 8 contains 47360 members 
Mstep: Class 9 contains 19417 members 
Mstep: Class 10 contains 65350 members 
Mstep: Class 11 contains 1096 members 
Mstep: Class 12 contains 28329 members 
Mstep: Class 13 contains 5249 members 
Mstep: Class 14 contains 15012 members 
Mstep: Class 15 contains 105565 members 
Mstep: Class 17 contains 6762 members 
Mstep: Class 18 contains 52294 members 
Mstep: Class 19 contains 7983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73751584.000000 Penalty: 59236.324219
Iteration 29Q: 19 clusters Score -7.375158e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 131875 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 17743 members 
Mstep: Class 5 contains 1792 members 
Mstep: Class 6 contains 28489 members 
Mstep: Class 7 contains 21186 members 
Mstep: Class 8 contains 47213 members 
Mstep: Class 9 contains 19102 members 
Mstep: Class 10 contains 65423 members 
Mstep: Class 11 contains 1097 members 
Mstep: Class 12 contains 28052 members 
Mstep: Class 13 contains 5274 members 
Mstep: Class 14 contains 15371 members 
Mstep: Class 15 contains 105470 members 
Mstep: Class 17 contains 6898 members 
Mstep: Class 18 contains 52393 members 
Mstep: Class 19 contains 8696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73755120.000000 Penalty: 59236.324219
Iteration 30Q: 19 clusters Score -7.375512e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 131287 members 
Mstep: Class 3 contains 2159 members 
Mstep: Class 4 contains 17791 members 
Mstep: Class 5 contains 1792 members 
Mstep: Class 6 contains 28421 members 
Mstep: Class 7 contains 21185 members 
Mstep: Class 8 contains 47087 members 
Mstep: Class 9 contains 19018 members 
Mstep: Class 10 contains 65556 members 
Mstep: Class 11 contains 1114 members 
Mstep: Class 12 contains 27729 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 15440 members 
Mstep: Class 15 contains 105397 members 
Mstep: Class 17 contains 6991 members 
Mstep: Class 18 contains 52502 members 
Mstep: Class 19 contains 9604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73758152.000000 Penalty: 59236.324219
Iteration 31Q: 19 clusters Score -7.375815e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 130627 members 
Mstep: Class 3 contains 2159 members 
Mstep: Class 4 contains 17795 members 
Mstep: Class 5 contains 1794 members 
Mstep: Class 6 contains 28388 members 
Mstep: Class 7 contains 21182 members 
Mstep: Class 8 contains 46977 members 
Mstep: Class 9 contains 19221 members 
Mstep: Class 10 contains 65743 members 
Mstep: Class 11 contains 1128 members 
Mstep: Class 12 contains 27371 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 15130 members 
Mstep: Class 15 contains 105360 members 
Mstep: Class 17 contains 7054 members 
Mstep: Class 18 contains 52605 members 
Mstep: Class 19 contains 10656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73759864.000000 Penalty: 59236.324219
Iteration 32Q: 19 clusters Score -7.375986e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 129915 members 
Mstep: Class 3 contains 2158 members 
Mstep: Class 4 contains 17794 members 
Mstep: Class 5 contains 1794 members 
Mstep: Class 6 contains 28376 members 
Mstep: Class 7 contains 21177 members 
Mstep: Class 8 contains 46894 members 
Mstep: Class 9 contains 19460 members 
Mstep: Class 10 contains 65935 members 
Mstep: Class 11 contains 1141 members 
Mstep: Class 12 contains 27027 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 14898 members 
Mstep: Class 15 contains 105315 members 
Mstep: Class 17 contains 7084 members 
Mstep: Class 18 contains 52685 members 
Mstep: Class 19 contains 11683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73761120.000000 Penalty: 59236.324219
Iteration 33Q: 19 clusters Score -7.376112e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 129188 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 17799 members 
Mstep: Class 5 contains 1794 members 
Mstep: Class 6 contains 28357 members 
Mstep: Class 7 contains 21182 members 
Mstep: Class 8 contains 46819 members 
Mstep: Class 9 contains 19630 members 
Mstep: Class 10 contains 66107 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 26713 members 
Mstep: Class 13 contains 5306 members 
Mstep: Class 14 contains 14824 members 
Mstep: Class 15 contains 105260 members 
Mstep: Class 17 contains 7113 members 
Mstep: Class 18 contains 52742 members 
Mstep: Class 19 contains 12633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73762920.000000 Penalty: 59236.324219
Iteration 34Q: 19 clusters Score -7.376292e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 128497 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 17802 members 
Mstep: Class 5 contains 1794 members 
Mstep: Class 6 contains 28364 members 
Mstep: Class 7 contains 21186 members 
Mstep: Class 8 contains 46761 members 
Mstep: Class 9 contains 19751 members 
Mstep: Class 10 contains 66208 members 
Mstep: Class 11 contains 1155 members 
Mstep: Class 12 contains 26449 members 
Mstep: Class 13 contains 5322 members 
Mstep: Class 14 contains 14808 members 
Mstep: Class 15 contains 105199 members 
Mstep: Class 17 contains 7176 members 
Mstep: Class 18 contains 52774 members 
Mstep: Class 19 contains 13500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73763896.000000 Penalty: 59236.324219
Iteration 35Q: 19 clusters Score -7.37639e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 127882 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 17813 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 28386 members 
Mstep: Class 7 contains 21195 members 
Mstep: Class 8 contains 46711 members 
Mstep: Class 9 contains 19837 members 
Mstep: Class 10 contains 66271 members 
Mstep: Class 11 contains 1168 members 
Mstep: Class 12 contains 26220 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 14826 members 
Mstep: Class 15 contains 105154 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 52761 members 
Mstep: Class 19 contains 14267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73765088.000000 Penalty: 59236.324219
Iteration 36Q: 19 clusters Score -7.376509e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 127431 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 17822 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 28409 members 
Mstep: Class 7 contains 21212 members 
Mstep: Class 8 contains 46672 members 
Mstep: Class 9 contains 19890 members 
Mstep: Class 10 contains 66305 members 
Mstep: Class 11 contains 1185 members 
Mstep: Class 12 contains 26047 members 
Mstep: Class 13 contains 5404 members 
Mstep: Class 14 contains 14747 members 
Mstep: Class 15 contains 105099 members 
Mstep: Class 17 contains 7329 members 
Mstep: Class 18 contains 52740 members 
Mstep: Class 19 contains 14962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73765896.000000 Penalty: 59236.324219
Iteration 37Q: 19 clusters Score -7.37659e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 127117 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 17837 members 
Mstep: Class 5 contains 1799 members 
Mstep: Class 6 contains 28428 members 
Mstep: Class 7 contains 21219 members 
Mstep: Class 8 contains 46629 members 
Mstep: Class 9 contains 19926 members 
Mstep: Class 10 contains 66297 members 
Mstep: Class 11 contains 1205 members 
Mstep: Class 12 contains 25890 members 
Mstep: Class 13 contains 5446 members 
Mstep: Class 14 contains 14684 members 
Mstep: Class 15 contains 105051 members 
Mstep: Class 17 contains 7435 members 
Mstep: Class 18 contains 52691 members 
Mstep: Class 19 contains 15543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73766808.000000 Penalty: 59236.324219
Iteration 38Q: 19 clusters Score -7.376681e+07 nChanged 1600
Entering ConstructFrom: 
Score: -73766808.000000 Penalty: 59236.324219
Entering ConstructFrom: 
Trying to split cluster 1 (19884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Entering Unmasked Estep 
Score: -2571568.250000 Penalty: 2454.622314
	Iteration 0F: 2 clusters Score -2571568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2557627.250000 Penalty: 4909.244629
	Iteration 0F: 3 clusters Score -2557627 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2562420.500000 Penalty: 4909.244629
	Iteration 1F: 3 clusters Score -2562420 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2562835.250000 Penalty: 4909.244629
	Iteration 2F: 3 clusters Score -2562835 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2563219.500000 Penalty: 4909.244629
	Iteration 3Q: 3 clusters Score -2563220 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2563559.500000 Penalty: 4909.244629
	Iteration 4Q: 3 clusters Score -2563560 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2563831.000000 Penalty: 4909.244629
	Iteration 5Q: 3 clusters Score -2563831 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2564136.500000 Penalty: 4909.244629
	Iteration 6Q: 3 clusters Score -2564136 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2564465.750000 Penalty: 4909.244629
	Iteration 7Q: 3 clusters Score -2564466 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2564831.250000 Penalty: 4909.244629
	Iteration 8Q: 3 clusters Score -2564831 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2565276.000000 Penalty: 4909.244629
	Iteration 9Q: 3 clusters Score -2565276 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2565911.500000 Penalty: 4909.244629
	Iteration 10Q: 3 clusters Score -2565912 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2566606.500000 Penalty: 4909.244629
	Iteration 11F: 3 clusters Score -2566606 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2567250.250000 Penalty: 4909.244629
	Iteration 12Q: 3 clusters Score -2567250 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2567839.000000 Penalty: 4909.244629
	Iteration 13Q: 3 clusters Score -2567839 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2568290.500000 Penalty: 4909.244629
	Iteration 14Q: 3 clusters Score -2568290 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2568638.000000 Penalty: 4909.244629
	Iteration 15Q: 3 clusters Score -2568638 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2568924.250000 Penalty: 4909.244629
	Iteration 16Q: 3 clusters Score -2568924 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2569115.000000 Penalty: 4909.244629
	Iteration 17Q: 3 clusters Score -2569115 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2569269.250000 Penalty: 4909.244629
	Iteration 18Q: 3 clusters Score -2569269 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2569375.750000 Penalty: 4909.244629
	Iteration 19Q: 3 clusters Score -2569376 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2569443.750000 Penalty: 4909.244629
	Iteration 20F: 3 clusters Score -2569444 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2569506.750000 Penalty: 4909.244629
	Iteration 21Q: 3 clusters Score -2569507 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2569560.750000 Penalty: 4909.244629
	Iteration 22Q: 3 clusters Score -2569561 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2569594.500000 Penalty: 4909.244629
	Iteration 23Q: 3 clusters Score -2569594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2569613.500000 Penalty: 4909.244629
	Iteration 24Q: 3 clusters Score -2569614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2569626.250000 Penalty: 4909.244629
	Iteration 25Q: 3 clusters Score -2569626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2569640.000000 Penalty: 4909.244629
	Iteration 26Q: 3 clusters Score -2569640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2569654.500000 Penalty: 4909.244629
	Iteration 27Q: 3 clusters Score -2569654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2569674.250000 Penalty: 4909.244629
	Iteration 28Q: 3 clusters Score -2569674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2569687.000000 Penalty: 4909.244629
	Iteration 29Q: 3 clusters Score -2569687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2569704.750000 Penalty: 4909.244629
	Iteration 30Q: 3 clusters Score -2569705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2569725.000000 Penalty: 4909.244629
	Iteration 31Q: 3 clusters Score -2569725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2569741.250000 Penalty: 4909.244629
	Iteration 32Q: 3 clusters Score -2569741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2569757.000000 Penalty: 4909.244629
	Iteration 33Q: 3 clusters Score -2569757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2569759.750000 Penalty: 4909.244629
	Iteration 34Q: 3 clusters Score -2569760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2569771.250000 Penalty: 4909.244629
	Iteration 35Q: 3 clusters Score -2569771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2569770.000000 Penalty: 4909.244629
	Iteration 36Q: 3 clusters Score -2569770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2569771.000000 Penalty: 4909.244629
	Iteration 37Q: 3 clusters Score -2569771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2569770.000000 Penalty: 4909.244629
	Iteration 38Q: 3 clusters Score -2569770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2569774.000000 Penalty: 4909.244629
	Iteration 39Q: 3 clusters Score -2569774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2569773.750000 Penalty: 4909.244629
	Iteration 40F: 3 clusters Score -2569774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2569777.000000 Penalty: 4909.244629
	Iteration 41Q: 3 clusters Score -2569777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2569779.250000 Penalty: 4909.244629
	Iteration 42Q: 3 clusters Score -2569779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2569779.750000 Penalty: 4909.244629
	Iteration 43Q: 3 clusters Score -2569780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2569778.750000 Penalty: 4909.244629
	Iteration 44Q: 3 clusters Score -2569779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2569778.750000 Penalty: 4909.244629
	Iteration 45F: 3 clusters Score -2569779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (126957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126957 members 
Entering Unmasked Estep 
Score: -16717988.000000 Penalty: 2914.397705
	Iteration 0F: 2 clusters Score -1.671799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 63539 members 
Entering Unmasked Estep 
Score: -16633159.000000 Penalty: 5828.795410
	Iteration 0F: 3 clusters Score -1.663316e+07 nChanged 60467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 64294 members 
Entering Unmasked Estep 
Score: -16668730.000000 Penalty: 5828.795410
	Iteration 1F: 3 clusters Score -1.666873e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -16669671.000000 Penalty: 5828.795410
	Iteration 2Q: 3 clusters Score -1.666967e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 65331 members 
Entering Unmasked Estep 
Score: -16671135.000000 Penalty: 5828.795410
	Iteration 3Q: 3 clusters Score -1.667114e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 66263 members 
Entering Unmasked Estep 
Score: -16672610.000000 Penalty: 5828.795410
	Iteration 4Q: 3 clusters Score -1.667261e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 67623 members 
Entering Unmasked Estep 
Score: -16674618.000000 Penalty: 5828.795410
	Iteration 5Q: 3 clusters Score -1.667462e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 69403 members 
Entering Unmasked Estep 
Score: -16676971.000000 Penalty: 5828.795410
	Iteration 6Q: 3 clusters Score -1.667697e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 71408 members 
Entering Unmasked Estep 
Score: -16679811.000000 Penalty: 5828.795410
	Iteration 7Q: 3 clusters Score -1.667981e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 73648 members 
Entering Unmasked Estep 
Score: -16683162.000000 Penalty: 5828.795410
	Iteration 8Q: 3 clusters Score -1.668316e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -16687486.000000 Penalty: 5828.795410
	Iteration 9F: 3 clusters Score -1.668749e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 77686 members 
Entering Unmasked Estep 
Score: -16691422.000000 Penalty: 5828.795410
	Iteration 10F: 3 clusters Score -1.669142e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 79171 members 
Entering Unmasked Estep 
Score: -16694050.000000 Penalty: 5828.795410
	Iteration 11Q: 3 clusters Score -1.669405e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
Score: -16695181.000000 Penalty: 5828.795410
	Iteration 12Q: 3 clusters Score -1.669518e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 81828 members 
Entering Unmasked Estep 
Score: -16695858.000000 Penalty: 5828.795410
	Iteration 13Q: 3 clusters Score -1.669586e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 83220 members 
Entering Unmasked Estep 
Score: -16696229.000000 Penalty: 5828.795410
	Iteration 14Q: 3 clusters Score -1.669623e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 84711 members 
Entering Unmasked Estep 
Score: -16696577.000000 Penalty: 5828.795410
	Iteration 15Q: 3 clusters Score -1.669658e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 86349 members 
Entering Unmasked Estep 
Score: -16696979.000000 Penalty: 5828.795410
	Iteration 16Q: 3 clusters Score -1.669698e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 88076 members 
Entering Unmasked Estep 
Score: -16697436.000000 Penalty: 5828.795410
	Iteration 17Q: 3 clusters Score -1.669744e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 89856 members 
Entering Unmasked Estep 
Score: -16697915.000000 Penalty: 5828.795410
	Iteration 18Q: 3 clusters Score -1.669792e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 91783 members 
Entering Unmasked Estep 
Score: -16698529.000000 Penalty: 5828.795410
	Iteration 19Q: 3 clusters Score -1.669853e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 93777 members 
Entering Unmasked Estep 
Score: -16699155.000000 Penalty: 5828.795410
	Iteration 20F: 3 clusters Score -1.669916e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 95789 members 
Entering Unmasked Estep 
Score: -16699942.000000 Penalty: 5828.795410
	Iteration 21Q: 3 clusters Score -1.669994e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 97971 members 
Entering Unmasked Estep 
Score: -16700846.000000 Penalty: 5828.795410
	Iteration 22Q: 3 clusters Score -1.670085e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 100196 members 
Entering Unmasked Estep 
Score: -16701766.000000 Penalty: 5828.795410
	Iteration 23Q: 3 clusters Score -1.670177e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 102432 members 
Entering Unmasked Estep 
Score: -16702670.000000 Penalty: 5828.795410
	Iteration 24Q: 3 clusters Score -1.670267e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 104697 members 
Entering Unmasked Estep 
Score: -16703589.000000 Penalty: 5828.795410
	Iteration 25Q: 3 clusters Score -1.670359e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 106990 members 
Entering Unmasked Estep 
Score: -16704716.000000 Penalty: 5828.795410
	Iteration 26Q: 3 clusters Score -1.670472e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 109204 members 
Entering Unmasked Estep 
Score: -16705781.000000 Penalty: 5828.795410
	Iteration 27Q: 3 clusters Score -1.670578e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 111356 members 
Entering Unmasked Estep 
Score: -16706819.000000 Penalty: 5828.795410
	Iteration 28Q: 3 clusters Score -1.670682e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 113495 members 
Entering Unmasked Estep 
Score: -16707961.000000 Penalty: 5828.795410
	Iteration 29Q: 3 clusters Score -1.670796e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 115497 members 
Entering Unmasked Estep 
Score: -16709145.000000 Penalty: 5828.795410
	Iteration 30Q: 3 clusters Score -1.670914e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 117349 members 
Entering Unmasked Estep 
Score: -16710220.000000 Penalty: 5828.795410
	Iteration 31Q: 3 clusters Score -1.671022e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 119026 members 
Entering Unmasked Estep 
Score: -16711210.000000 Penalty: 5828.795410
	Iteration 32Q: 3 clusters Score -1.671121e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 120536 members 
Entering Unmasked Estep 
Score: -16712086.000000 Penalty: 5828.795410
	Iteration 33Q: 3 clusters Score -1.671209e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 121840 members 
Entering Unmasked Estep 
Score: -16713070.000000 Penalty: 5828.795410
	Iteration 34Q: 3 clusters Score -1.671307e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 122898 members 
Entering Unmasked Estep 
Score: -16713775.000000 Penalty: 5828.795410
	Iteration 35Q: 3 clusters Score -1.671378e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 123720 members 
Entering Unmasked Estep 
Score: -16714345.000000 Penalty: 5828.795410
	Iteration 36Q: 3 clusters Score -1.671434e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 124365 members 
Entering Unmasked Estep 
Score: -16714834.000000 Penalty: 5828.795410
	Iteration 37Q: 3 clusters Score -1.671483e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 124811 members 
Entering Unmasked Estep 
Score: -16715087.000000 Penalty: 5828.795410
	Iteration 38Q: 3 clusters Score -1.671509e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 125097 members 
Entering Unmasked Estep 
Score: -16715317.000000 Penalty: 5828.795410
	Iteration 39Q: 3 clusters Score -1.671532e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 125280 members 
Entering Unmasked Estep 
Score: -16715493.000000 Penalty: 5828.795410
	Iteration 40F: 3 clusters Score -1.671549e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 125421 members 
Entering Unmasked Estep 
Score: -16715587.000000 Penalty: 5828.795410
	Iteration 41Q: 3 clusters Score -1.671559e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 125532 members 
Entering Unmasked Estep 
Score: -16715648.000000 Penalty: 5828.795410
	Iteration 42Q: 3 clusters Score -1.671565e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 125614 members 
Entering Unmasked Estep 
Score: -16715666.000000 Penalty: 5828.795410
	Iteration 43Q: 3 clusters Score -1.671567e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 125662 members 
Entering Unmasked Estep 
Score: -16715688.000000 Penalty: 5828.795410
	Iteration 44Q: 3 clusters Score -1.671569e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 125687 members 
Entering Unmasked Estep 
Score: -16715719.000000 Penalty: 5828.795410
	Iteration 45Q: 3 clusters Score -1.671572e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 125710 members 
Entering Unmasked Estep 
Score: -16715730.000000 Penalty: 5828.795410
	Iteration 46Q: 3 clusters Score -1.671573e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 125732 members 
Entering Unmasked Estep 
Score: -16715750.000000 Penalty: 5828.795410
	Iteration 47Q: 3 clusters Score -1.671575e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 125748 members 
Entering Unmasked Estep 
Score: -16715770.000000 Penalty: 5828.795410
	Iteration 48Q: 3 clusters Score -1.671577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 125757 members 
Entering Unmasked Estep 
Score: -16715768.000000 Penalty: 5828.795410
	Iteration 49Q: 3 clusters Score -1.671577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 125760 members 
Entering Unmasked Estep 
Score: -16715777.000000 Penalty: 5828.795410
	Iteration 50Q: 3 clusters Score -1.671578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 125767 members 
Entering Unmasked Estep 
Score: -16715783.000000 Penalty: 5828.795410
	Iteration 51Q: 3 clusters Score -1.671578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 125769 members 
Entering Unmasked Estep 
Score: -16715777.000000 Penalty: 5828.795410
	Iteration 52Q: 3 clusters Score -1.671578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 125778 members 
Entering Unmasked Estep 
Score: -16715785.000000 Penalty: 5828.795410
	Iteration 53Q: 3 clusters Score -1.671578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 125783 members 
Entering Unmasked Estep 
Score: -16715776.000000 Penalty: 5828.795410
	Iteration 54Q: 3 clusters Score -1.671578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 125789 members 
Entering Unmasked Estep 
Score: -16715771.000000 Penalty: 5828.795410
	Iteration 55Q: 3 clusters Score -1.671577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 125795 members 
Entering Unmasked Estep 
Score: -16715787.000000 Penalty: 5828.795410
	Iteration 56Q: 3 clusters Score -1.671579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 125797 members 
Entering Unmasked Estep 
Score: -16715776.000000 Penalty: 5828.795410
	Iteration 57Q: 3 clusters Score -1.671578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 125802 members 
Entering Unmasked Estep 
Score: -16715775.000000 Penalty: 5828.795410
	Iteration 58Q: 3 clusters Score -1.671578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 125806 members 
Entering Unmasked Estep 
Score: -16715789.000000 Penalty: 5828.795410
	Iteration 59Q: 3 clusters Score -1.671579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 125805 members 
Entering Unmasked Estep 
Score: -16715789.000000 Penalty: 5828.795410
	Iteration 60F: 3 clusters Score -1.671579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 125810 members 
Entering Unmasked Estep 
Score: -16715792.000000 Penalty: 5828.795410
	Iteration 61Q: 3 clusters Score -1.671579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 125809 members 
Entering Unmasked Estep 
Score: -16715792.000000 Penalty: 5828.795410
	Iteration 62Q: 3 clusters Score -1.671579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 125808 members 
Entering Unmasked Estep 
Score: -16715788.000000 Penalty: 5828.795410
	Iteration 63Q: 3 clusters Score -1.671579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 125809 members 
Entering Unmasked Estep 
Score: -16715787.000000 Penalty: 5828.795410
	Iteration 64Q: 3 clusters Score -1.671579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 125811 members 
Entering Unmasked Estep 
Score: -16715783.000000 Penalty: 5828.795410
	Iteration 65Q: 3 clusters Score -1.671578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 125811 members 
Entering Unmasked Estep 
Score: -16715783.000000 Penalty: 5828.795410
	Iteration 66F: 3 clusters Score -1.671578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Entering Unmasked Estep 
Score: -240502.562500 Penalty: 1904.224854
	Iteration 0F: 2 clusters Score -240502.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -238080.187500 Penalty: 3808.449707
	Iteration 0F: 3 clusters Score -238080.2 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -240727.562500 Penalty: 3808.449707
	Iteration 1F: 3 clusters Score -240727.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -242984.078125 Penalty: 3808.449707
	Iteration 2F: 3 clusters Score -242984.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -244386.328125 Penalty: 3808.449707
	Iteration 3F: 3 clusters Score -244386.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -244725.156250 Penalty: 3808.449707
	Iteration 4Q: 3 clusters Score -244725.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -245019.906250 Penalty: 3808.449707
	Iteration 5Q: 3 clusters Score -245019.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -245359.312500 Penalty: 3808.449707
	Iteration 6Q: 3 clusters Score -245359.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -245551.859375 Penalty: 3808.449707
	Iteration 7Q: 3 clusters Score -245551.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -245573.015625 Penalty: 3808.449707
	Iteration 8Q: 3 clusters Score -245573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -245578.125000 Penalty: 3808.449707
	Iteration 9Q: 3 clusters Score -245578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -245578.781250 Penalty: 3808.449707
	Iteration 10Q: 3 clusters Score -245578.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -245579.187500 Penalty: 3808.449707
	Iteration 11Q: 3 clusters Score -245579.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -245583.437500 Penalty: 3808.449707
	Iteration 12F: 3 clusters Score -245583.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -245596.015625 Penalty: 3808.449707
	Iteration 13Q: 3 clusters Score -245596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -245612.031250 Penalty: 3808.449707
	Iteration 14Q: 3 clusters Score -245612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -245620.046875 Penalty: 3808.449707
	Iteration 15Q: 3 clusters Score -245620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -245620.046875 Penalty: 3808.449707
	Iteration 16F: 3 clusters Score -245620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 126957 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 17840 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 28444 members 
Mstep: Class 7 contains 21227 members 
Mstep: Class 8 contains 46586 members 
Mstep: Class 9 contains 19926 members 
Mstep: Class 10 contains 66285 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 25746 members 
Mstep: Class 13 contains 5488 members 
Mstep: Class 14 contains 14578 members 
Mstep: Class 15 contains 105019 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 7533 members 
Mstep: Class 18 contains 52639 members 
Mstep: Class 19 contains 16063 members 
Entering Unmasked Estep 
Score: -73770744.000000 Penalty: 62527.230469
Splitting cluster 3 changes total score from -73766808.000000 to -73770744.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 4 (17840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Entering Unmasked Estep 
Score: -2149508.750000 Penalty: 2427.721436
	Iteration 0F: 2 clusters Score -2149509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2136817.750000 Penalty: 4855.442871
	Iteration 0F: 3 clusters Score -2136818 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2141975.000000 Penalty: 4855.442871
	Iteration 1F: 3 clusters Score -2141975 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2143718.500000 Penalty: 4855.442871
	Iteration 2F: 3 clusters Score -2143718 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2145423.250000 Penalty: 4855.442871
	Iteration 3F: 3 clusters Score -2145423 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2146627.500000 Penalty: 4855.442871
	Iteration 4F: 3 clusters Score -2146628 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2147340.750000 Penalty: 4855.442871
	Iteration 5F: 3 clusters Score -2147341 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2147801.000000 Penalty: 4855.442871
	Iteration 6Q: 3 clusters Score -2147801 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2148143.250000 Penalty: 4855.442871
	Iteration 7Q: 3 clusters Score -2148143 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2148433.500000 Penalty: 4855.442871
	Iteration 8Q: 3 clusters Score -2148434 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2148685.250000 Penalty: 4855.442871
	Iteration 9Q: 3 clusters Score -2148685 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2148912.250000 Penalty: 4855.442871
	Iteration 10Q: 3 clusters Score -2148912 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2149120.500000 Penalty: 4855.442871
	Iteration 11Q: 3 clusters Score -2149120 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2149301.750000 Penalty: 4855.442871
	Iteration 12Q: 3 clusters Score -2149302 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2149460.750000 Penalty: 4855.442871
	Iteration 13Q: 3 clusters Score -2149461 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2149586 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2149724.500000 Penalty: 4855.442871
	Iteration 15Q: 3 clusters Score -2149724 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2149835.750000 Penalty: 4855.442871
	Iteration 16Q: 3 clusters Score -2149836 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2149943.000000 Penalty: 4855.442871
	Iteration 17Q: 3 clusters Score -2149943 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2150053.250000 Penalty: 4855.442871
	Iteration 18Q: 3 clusters Score -2150053 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2150144.000000 Penalty: 4855.442871
	Iteration 19Q: 3 clusters Score -2150144 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2150241.750000 Penalty: 4855.442871
	Iteration 20F: 3 clusters Score -2150242 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2150310.500000 Penalty: 4855.442871
	Iteration 21Q: 3 clusters Score -2150310 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2150362.000000 Penalty: 4855.442871
	Iteration 22Q: 3 clusters Score -2150362 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2150400.250000 Penalty: 4855.442871
	Iteration 23Q: 3 clusters Score -2150400 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2150427.750000 Penalty: 4855.442871
	Iteration 24Q: 3 clusters Score -2150428 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2150455.500000 Penalty: 4855.442871
	Iteration 25Q: 3 clusters Score -2150456 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2150483.250000 Penalty: 4855.442871
	Iteration 26Q: 3 clusters Score -2150483 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2150501.500000 Penalty: 4855.442871
	Iteration 27Q: 3 clusters Score -2150502 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2150516.000000 Penalty: 4855.442871
	Iteration 28Q: 3 clusters Score -2150516 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2150540.750000 Penalty: 4855.442871
	Iteration 29Q: 3 clusters Score -2150541 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2150556.750000 Penalty: 4855.442871
	Iteration 30Q: 3 clusters Score -2150557 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2150580.000000 Penalty: 4855.442871
	Iteration 31Q: 3 clusters Score -2150580 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2150596.500000 Penalty: 4855.442871
	Iteration 32Q: 3 clusters Score -2150596 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2150625.750000 Penalty: 4855.442871
	Iteration 33Q: 3 clusters Score -2150626 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2150672.750000 Penalty: 4855.442871
	Iteration 34Q: 3 clusters Score -2150673 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2150705.750000 Penalty: 4855.442871
	Iteration 35Q: 3 clusters Score -2150706 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2150745.000000 Penalty: 4855.442871
	Iteration 36Q: 3 clusters Score -2150745 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2150788.750000 Penalty: 4855.442871
	Iteration 37Q: 3 clusters Score -2150789 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2150835.750000 Penalty: 4855.442871
	Iteration 38Q: 3 clusters Score -2150836 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2150887 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2150929.000000 Penalty: 4855.442871
	Iteration 40F: 3 clusters Score -2150929 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2150975.000000 Penalty: 4855.442871
	Iteration 41Q: 3 clusters Score -2150975 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2151012.750000 Penalty: 4855.442871
	Iteration 42Q: 3 clusters Score -2151013 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2151047.000000 Penalty: 4855.442871
	Iteration 43Q: 3 clusters Score -2151047 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2151082.250000 Penalty: 4855.442871
	Iteration 44Q: 3 clusters Score -2151082 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2151114.000000 Penalty: 4855.442871
	Iteration 45Q: 3 clusters Score -2151114 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2151142.000000 Penalty: 4855.442871
	Iteration 46Q: 3 clusters Score -2151142 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2151156.500000 Penalty: 4855.442871
	Iteration 47Q: 3 clusters Score -2151156 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2151183 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2151193.500000 Penalty: 4855.442871
	Iteration 49Q: 3 clusters Score -2151194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2151207.250000 Penalty: 4855.442871
	Iteration 50Q: 3 clusters Score -2151207 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2151222.000000 Penalty: 4855.442871
	Iteration 51Q: 3 clusters Score -2151222 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2151235.750000 Penalty: 4855.442871
	Iteration 52Q: 3 clusters Score -2151236 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2151250.000000 Penalty: 4855.442871
	Iteration 53Q: 3 clusters Score -2151250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2151254.500000 Penalty: 4855.442871
	Iteration 54Q: 3 clusters Score -2151254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2151252.750000 Penalty: 4855.442871
	Iteration 55Q: 3 clusters Score -2151253 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2151259.500000 Penalty: 4855.442871
	Iteration 56Q: 3 clusters Score -2151260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2151261.500000 Penalty: 4855.442871
	Iteration 57Q: 3 clusters Score -2151262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2151263.250000 Penalty: 4855.442871
	Iteration 58Q: 3 clusters Score -2151263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2151265.500000 Penalty: 4855.442871
	Iteration 59Q: 3 clusters Score -2151266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2151265.000000 Penalty: 4855.442871
	Iteration 60F: 3 clusters Score -2151265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2151265.500000 Penalty: 4855.442871
	Iteration 61Q: 3 clusters Score -2151266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2151270.500000 Penalty: 4855.442871
	Iteration 62Q: 3 clusters Score -2151270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2151267.250000 Penalty: 4855.442871
	Iteration 63Q: 3 clusters Score -2151267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2151271.750000 Penalty: 4855.442871
	Iteration 64Q: 3 clusters Score -2151272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2151276.750000 Penalty: 4855.442871
	Iteration 65Q: 3 clusters Score -2151277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2151277.000000 Penalty: 4855.442871
	Iteration 66Q: 3 clusters Score -2151277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2151269.750000 Penalty: 4855.442871
	Iteration 67Q: 3 clusters Score -2151270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2151273.250000 Penalty: 4855.442871
	Iteration 68Q: 3 clusters Score -2151273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2151272.250000 Penalty: 4855.442871
	Iteration 69Q: 3 clusters Score -2151272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2151275.500000 Penalty: 4855.442871
	Iteration 70Q: 3 clusters Score -2151276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2151281.000000 Penalty: 4855.442871
	Iteration 71Q: 3 clusters Score -2151281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2151285.500000 Penalty: 4855.442871
	Iteration 72Q: 3 clusters Score -2151286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2151282.750000 Penalty: 4855.442871
	Iteration 73Q: 3 clusters Score -2151283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2151287.250000 Penalty: 4855.442871
	Iteration 74Q: 3 clusters Score -2151287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2151289.250000 Penalty: 4855.442871
	Iteration 75Q: 3 clusters Score -2151289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2151290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2151288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2151289.500000 Penalty: 4855.442871
	Iteration 78Q: 3 clusters Score -2151290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2151288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2151289.500000 Penalty: 4855.442871
	Iteration 80F: 3 clusters Score -2151290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2151288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2151291.000000 Penalty: 4855.442871
	Iteration 82Q: 3 clusters Score -2151291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2151286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2151290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2151290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2151294.000000 Penalty: 4855.442871
	Iteration 86Q: 3 clusters Score -2151294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2151294 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2151295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2151294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2151290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2151292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2151290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2151290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2151293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2151294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2151295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2151294 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9755 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2151294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2151295 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2151295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 126957 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 28444 members 
Mstep: Class 7 contains 21227 members 
Mstep: Class 8 contains 46586 members 
Mstep: Class 9 contains 19926 members 
Mstep: Class 10 contains 66285 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 25746 members 
Mstep: Class 13 contains 5488 members 
Mstep: Class 14 contains 14578 members 
Mstep: Class 15 contains 105019 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 7533 members 
Mstep: Class 18 contains 52639 members 
Mstep: Class 19 contains 16063 members 
Mstep: Class 20 contains 8084 members 
Entering Unmasked Estep 
Score: -73771728.000000 Penalty: 65818.140625
Splitting cluster 4 changes total score from -73766808.000000 to -73771728.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (1801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Entering Unmasked Estep 
Score: -194748.078125 Penalty: 1859.032227
	Iteration 0F: 2 clusters Score -194748.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -192565.484375 Penalty: 3718.064453
	Iteration 0F: 3 clusters Score -192565.5 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -194388.531250 Penalty: 3718.064453
	Iteration 1F: 3 clusters Score -194388.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -195571.578125 Penalty: 3718.064453
	Iteration 2F: 3 clusters Score -195571.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196066.328125 Penalty: 3718.064453
	Iteration 3F: 3 clusters Score -196066.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196621.656250 Penalty: 3718.064453
	Iteration 4Q: 3 clusters Score -196621.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -197411.890625 Penalty: 3718.064453
	Iteration 5Q: 3 clusters Score -197411.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -197961.750000 Penalty: 3718.064453
	Iteration 6F: 3 clusters Score -197961.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -198603.234375 Penalty: 3718.064453
	Iteration 7Q: 3 clusters Score -198603.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -198726.343750 Penalty: 3718.064453
	Iteration 8Q: 3 clusters Score -198726.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -198887.453125 Penalty: 3718.064453
	Iteration 9Q: 3 clusters Score -198887.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -199128.187500 Penalty: 3718.064453
	Iteration 10Q: 3 clusters Score -199128.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -199218.343750 Penalty: 3718.064453
	Iteration 11Q: 3 clusters Score -199218.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -199235.968750 Penalty: 3718.064453
	Iteration 12Q: 3 clusters Score -199236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -199244.500000 Penalty: 3718.064453
	Iteration 13Q: 3 clusters Score -199244.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -199251.031250 Penalty: 3718.064453
	Iteration 14Q: 3 clusters Score -199251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -199253.156250 Penalty: 3718.064453
	Iteration 15Q: 3 clusters Score -199253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -199253.859375 Penalty: 3718.064453
	Iteration 16Q: 3 clusters Score -199253.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -199258.609375 Penalty: 3718.064453
	Iteration 17F: 3 clusters Score -199258.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -199263.828125 Penalty: 3718.064453
	Iteration 18Q: 3 clusters Score -199263.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -199264.968750 Penalty: 3718.064453
	Iteration 19Q: 3 clusters Score -199265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -199267.750000 Penalty: 3718.064453
	Iteration 20F: 3 clusters Score -199267.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -199271.875000 Penalty: 3718.064453
	Iteration 21Q: 3 clusters Score -199271.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -199278.171875 Penalty: 3718.064453
	Iteration 22Q: 3 clusters Score -199278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -199278.984375 Penalty: 3718.064453
	Iteration 23Q: 3 clusters Score -199279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -199278.984375 Penalty: 3718.064453
	Iteration 24F: 3 clusters Score -199279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 126957 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 1229 members 
Mstep: Class 6 contains 28444 members 
Mstep: Class 7 contains 21227 members 
Mstep: Class 8 contains 46586 members 
Mstep: Class 9 contains 19926 members 
Mstep: Class 10 contains 66285 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 25746 members 
Mstep: Class 13 contains 5488 members 
Mstep: Class 14 contains 14578 members 
Mstep: Class 15 contains 105019 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 7533 members 
Mstep: Class 18 contains 52639 members 
Mstep: Class 19 contains 16063 members 
Mstep: Class 20 contains 8084 members 
Mstep: Class 21 contains 572 members 
Entering Unmasked Estep 
Score: -73774800.000000 Penalty: 69109.046875
Splitting cluster 5 changes total score from -73766808.000000 to -73774800.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (28444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Entering Unmasked Estep 
Score: -3707011.500000 Penalty: 2543.411621
	Iteration 0F: 2 clusters Score -3707012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -3687541.000000 Penalty: 5086.823242
	Iteration 0F: 3 clusters Score -3687541 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3694630.000000 Penalty: 5086.823242
	Iteration 1F: 3 clusters Score -3694630 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3695316.500000 Penalty: 5086.823242
	Iteration 2F: 3 clusters Score -3695316 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3696081.000000 Penalty: 5086.823242
	Iteration 3F: 3 clusters Score -3696081 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3696969.250000 Penalty: 5086.823242
	Iteration 4F: 3 clusters Score -3696969 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3697904.250000 Penalty: 5086.823242
	Iteration 5F: 3 clusters Score -3697904 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -3698920.250000 Penalty: 5086.823242
	Iteration 6F: 3 clusters Score -3698920 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -3699880.000000 Penalty: 5086.823242
	Iteration 7F: 3 clusters Score -3699880 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3700709.500000 Penalty: 5086.823242
	Iteration 8F: 3 clusters Score -3700710 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -3701320.500000 Penalty: 5086.823242
	Iteration 9Q: 3 clusters Score -3701320 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -3701832.500000 Penalty: 5086.823242
	Iteration 10Q: 3 clusters Score -3701832 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3702340.500000 Penalty: 5086.823242
	Iteration 11Q: 3 clusters Score -3702340 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -3702755.750000 Penalty: 5086.823242
	Iteration 12Q: 3 clusters Score -3702756 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3703087.250000 Penalty: 5086.823242
	Iteration 13Q: 3 clusters Score -3703087 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3703417.250000 Penalty: 5086.823242
	Iteration 14Q: 3 clusters Score -3703417 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3703679.000000 Penalty: 5086.823242
	Iteration 15Q: 3 clusters Score -3703679 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -3703971.500000 Penalty: 5086.823242
	Iteration 16Q: 3 clusters Score -3703972 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3704188.000000 Penalty: 5086.823242
	Iteration 17Q: 3 clusters Score -3704188 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -3704338.250000 Penalty: 5086.823242
	Iteration 18Q: 3 clusters Score -3704338 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -3704489.250000 Penalty: 5086.823242
	Iteration 19Q: 3 clusters Score -3704489 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -3704580.500000 Penalty: 5086.823242
	Iteration 20F: 3 clusters Score -3704580 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3704654.500000 Penalty: 5086.823242
	Iteration 21Q: 3 clusters Score -3704654 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3704722.750000 Penalty: 5086.823242
	Iteration 22Q: 3 clusters Score -3704723 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3704777.500000 Penalty: 5086.823242
	Iteration 23Q: 3 clusters Score -3704778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3704810.750000 Penalty: 5086.823242
	Iteration 24Q: 3 clusters Score -3704811 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3704848.000000 Penalty: 5086.823242
	Iteration 25Q: 3 clusters Score -3704848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -3704881.500000 Penalty: 5086.823242
	Iteration 26Q: 3 clusters Score -3704882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -3704908.250000 Penalty: 5086.823242
	Iteration 27Q: 3 clusters Score -3704908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3704920.750000 Penalty: 5086.823242
	Iteration 28Q: 3 clusters Score -3704921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -3704940.000000 Penalty: 5086.823242
	Iteration 29Q: 3 clusters Score -3704940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -3704950.250000 Penalty: 5086.823242
	Iteration 30Q: 3 clusters Score -3704950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -3704953.750000 Penalty: 5086.823242
	Iteration 31Q: 3 clusters Score -3704954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3704956.500000 Penalty: 5086.823242
	Iteration 32Q: 3 clusters Score -3704956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -3704966.750000 Penalty: 5086.823242
	Iteration 33Q: 3 clusters Score -3704967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3704968.000000 Penalty: 5086.823242
	Iteration 34Q: 3 clusters Score -3704968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -3704975.750000 Penalty: 5086.823242
	Iteration 35Q: 3 clusters Score -3704976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -3704976.750000 Penalty: 5086.823242
	Iteration 36Q: 3 clusters Score -3704977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -3704984.250000 Penalty: 5086.823242
	Iteration 37Q: 3 clusters Score -3704984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -3704986.750000 Penalty: 5086.823242
	Iteration 38Q: 3 clusters Score -3704987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -3704991.000000 Penalty: 5086.823242
	Iteration 39Q: 3 clusters Score -3704991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -3704995.500000 Penalty: 5086.823242
	Iteration 40F: 3 clusters Score -3704996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -3705000.250000 Penalty: 5086.823242
	Iteration 41Q: 3 clusters Score -3705000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -3705007.750000 Penalty: 5086.823242
	Iteration 42Q: 3 clusters Score -3705008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3705014.500000 Penalty: 5086.823242
	Iteration 43Q: 3 clusters Score -3705014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -3705014.500000 Penalty: 5086.823242
	Iteration 44Q: 3 clusters Score -3705014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -3705013.000000 Penalty: 5086.823242
	Iteration 45Q: 3 clusters Score -3705013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -3705016.000000 Penalty: 5086.823242
	Iteration 46Q: 3 clusters Score -3705016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -3705015.500000 Penalty: 5086.823242
	Iteration 47Q: 3 clusters Score -3705016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -3705018.250000 Penalty: 5086.823242
	Iteration 48Q: 3 clusters Score -3705018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -3705017.750000 Penalty: 5086.823242
	Iteration 49Q: 3 clusters Score -3705018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -3705028.250000 Penalty: 5086.823242
	Iteration 50Q: 3 clusters Score -3705028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -3705032.250000 Penalty: 5086.823242
	Iteration 51Q: 3 clusters Score -3705032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3705040.750000 Penalty: 5086.823242
	Iteration 52Q: 3 clusters Score -3705041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3705046.750000 Penalty: 5086.823242
	Iteration 53Q: 3 clusters Score -3705047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -3705048.500000 Penalty: 5086.823242
	Iteration 54Q: 3 clusters Score -3705048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -3705051.000000 Penalty: 5086.823242
	Iteration 55Q: 3 clusters Score -3705051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -3705055.750000 Penalty: 5086.823242
	Iteration 56Q: 3 clusters Score -3705056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3705057.750000 Penalty: 5086.823242
	Iteration 57Q: 3 clusters Score -3705058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3705054.000000 Penalty: 5086.823242
	Iteration 58Q: 3 clusters Score -3705054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -3705055.000000 Penalty: 5086.823242
	Iteration 59Q: 3 clusters Score -3705055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -3705053.750000 Penalty: 5086.823242
	Iteration 60F: 3 clusters Score -3705054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3705056.500000 Penalty: 5086.823242
	Iteration 61Q: 3 clusters Score -3705056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -3705056.500000 Penalty: 5086.823242
	Iteration 62Q: 3 clusters Score -3705056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -3705056.500000 Penalty: 5086.823242
	Iteration 63F: 3 clusters Score -3705056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Entering Unmasked Estep 
Score: -2749688.500000 Penalty: 2470.831055
	Iteration 0F: 2 clusters Score -2749688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2734948.500000 Penalty: 4941.662109
	Iteration 0F: 3 clusters Score -2734948 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2739698.000000 Penalty: 4941.662109
	Iteration 1F: 3 clusters Score -2739698 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2740063.000000 Penalty: 4941.662109
	Iteration 2F: 3 clusters Score -2740063 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2740386.000000 Penalty: 4941.662109
	Iteration 3Q: 3 clusters Score -2740386 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2740676.000000 Penalty: 4941.662109
	Iteration 4Q: 3 clusters Score -2740676 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2740985.750000 Penalty: 4941.662109
	Iteration 5Q: 3 clusters Score -2740986 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2741357.750000 Penalty: 4941.662109
	Iteration 6Q: 3 clusters Score -2741358 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2741860.250000 Penalty: 4941.662109
	Iteration 7Q: 3 clusters Score -2741860 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2742578.750000 Penalty: 4941.662109
	Iteration 8F: 3 clusters Score -2742579 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2743607.000000 Penalty: 4941.662109
	Iteration 9F: 3 clusters Score -2743607 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2744874.250000 Penalty: 4941.662109
	Iteration 10F: 3 clusters Score -2744874 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2746254.250000 Penalty: 4941.662109
	Iteration 11F: 3 clusters Score -2746254 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2747312.500000 Penalty: 4941.662109
	Iteration 12F: 3 clusters Score -2747312 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2747895.000000 Penalty: 4941.662109
	Iteration 13Q: 3 clusters Score -2747895 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2748225.250000 Penalty: 4941.662109
	Iteration 14Q: 3 clusters Score -2748225 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2748359.750000 Penalty: 4941.662109
	Iteration 15Q: 3 clusters Score -2748360 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2748446.250000 Penalty: 4941.662109
	Iteration 16Q: 3 clusters Score -2748446 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2748491.000000 Penalty: 4941.662109
	Iteration 17Q: 3 clusters Score -2748491 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2748541.250000 Penalty: 4941.662109
	Iteration 18Q: 3 clusters Score -2748541 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2748564.250000 Penalty: 4941.662109
	Iteration 19Q: 3 clusters Score -2748564 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2748579.250000 Penalty: 4941.662109
	Iteration 20F: 3 clusters Score -2748579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2748595.000000 Penalty: 4941.662109
	Iteration 21Q: 3 clusters Score -2748595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2748595.500000 Penalty: 4941.662109
	Iteration 22Q: 3 clusters Score -2748596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2748596.000000 Penalty: 4941.662109
	Iteration 23Q: 3 clusters Score -2748596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2748602.000000 Penalty: 4941.662109
	Iteration 24Q: 3 clusters Score -2748602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2748603.500000 Penalty: 4941.662109
	Iteration 25Q: 3 clusters Score -2748604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2748600.250000 Penalty: 4941.662109
	Iteration 26Q: 3 clusters Score -2748600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2748608.000000 Penalty: 4941.662109
	Iteration 27Q: 3 clusters Score -2748608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2748610.000000 Penalty: 4941.662109
	Iteration 28Q: 3 clusters Score -2748610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2748614.500000 Penalty: 4941.662109
	Iteration 29Q: 3 clusters Score -2748614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2748614.250000 Penalty: 4941.662109
	Iteration 30Q: 3 clusters Score -2748614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2748614.250000 Penalty: 4941.662109
	Iteration 31F: 3 clusters Score -2748614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Entering Unmasked Estep 
Score: -6105180.000000 Penalty: 2665.765625
	Iteration 0F: 2 clusters Score -6105180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -6073856.000000 Penalty: 5331.531250
	Iteration 0F: 3 clusters Score -6073856 nChanged 21442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -6085730.500000 Penalty: 5331.531250
	Iteration 1F: 3 clusters Score -6085730 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -6086232.000000 Penalty: 5331.531250
	Iteration 2Q: 3 clusters Score -6086232 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -6086707.000000 Penalty: 5331.531250
	Iteration 3Q: 3 clusters Score -6086707 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -6087233.000000 Penalty: 5331.531250
	Iteration 4Q: 3 clusters Score -6087233 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -6087957.000000 Penalty: 5331.531250
	Iteration 5Q: 3 clusters Score -6087957 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -6088812.000000 Penalty: 5331.531250
	Iteration 6Q: 3 clusters Score -6088812 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -6089892.000000 Penalty: 5331.531250
	Iteration 7Q: 3 clusters Score -6089892 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -6091224.500000 Penalty: 5331.531250
	Iteration 8F: 3 clusters Score -6091224 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -6092474.000000 Penalty: 5331.531250
	Iteration 9F: 3 clusters Score -6092474 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -6093644.500000 Penalty: 5331.531250
	Iteration 10F: 3 clusters Score -6093644 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -6094580.500000 Penalty: 5331.531250
	Iteration 11Q: 3 clusters Score -6094580 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -6095320.000000 Penalty: 5331.531250
	Iteration 12Q: 3 clusters Score -6095320 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -6096055.500000 Penalty: 5331.531250
	Iteration 13Q: 3 clusters Score -6096056 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -6096744.000000 Penalty: 5331.531250
	Iteration 14Q: 3 clusters Score -6096744 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -6097452.500000 Penalty: 5331.531250
	Iteration 15Q: 3 clusters Score -6097452 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -6098206.500000 Penalty: 5331.531250
	Iteration 16Q: 3 clusters Score -6098206 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -6098923.000000 Penalty: 5331.531250
	Iteration 17Q: 3 clusters Score -6098923 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -6099650.500000 Penalty: 5331.531250
	Iteration 18Q: 3 clusters Score -6099650 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -6100426.500000 Penalty: 5331.531250
	Iteration 19Q: 3 clusters Score -6100426 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -6101114.500000 Penalty: 5331.531250
	Iteration 20F: 3 clusters Score -6101114 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -6101666.000000 Penalty: 5331.531250
	Iteration 21Q: 3 clusters Score -6101666 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6102085.000000 Penalty: 5331.531250
	Iteration 22Q: 3 clusters Score -6102085 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6102347.500000 Penalty: 5331.531250
	Iteration 23Q: 3 clusters Score -6102348 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6102549.000000 Penalty: 5331.531250
	Iteration 24Q: 3 clusters Score -6102549 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6102694.500000 Penalty: 5331.531250
	Iteration 25Q: 3 clusters Score -6102694 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6102774.000000 Penalty: 5331.531250
	Iteration 26Q: 3 clusters Score -6102774 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6102808.000000 Penalty: 5331.531250
	Iteration 27Q: 3 clusters Score -6102808 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6102864.000000 Penalty: 5331.531250
	Iteration 28Q: 3 clusters Score -6102864 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6102898.000000 Penalty: 5331.531250
	Iteration 29Q: 3 clusters Score -6102898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6102935.000000 Penalty: 5331.531250
	Iteration 30Q: 3 clusters Score -6102935 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6102950.500000 Penalty: 5331.531250
	Iteration 31Q: 3 clusters Score -6102950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6102969.500000 Penalty: 5331.531250
	Iteration 32Q: 3 clusters Score -6102970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6102979.000000 Penalty: 5331.531250
	Iteration 33Q: 3 clusters Score -6102979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6102981.000000 Penalty: 5331.531250
	Iteration 34Q: 3 clusters Score -6102981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6102990.500000 Penalty: 5331.531250
	Iteration 35Q: 3 clusters Score -6102990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6102992.500000 Penalty: 5331.531250
	Iteration 36Q: 3 clusters Score -6102992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6102986.500000 Penalty: 5331.531250
	Iteration 37Q: 3 clusters Score -6102986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6102986.500000 Penalty: 5331.531250
	Iteration 38Q: 3 clusters Score -6102986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6102989.000000 Penalty: 5331.531250
	Iteration 39Q: 3 clusters Score -6102989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6102999.000000 Penalty: 5331.531250
	Iteration 40F: 3 clusters Score -6102999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6102995.000000 Penalty: 5331.531250
	Iteration 41Q: 3 clusters Score -6102995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6102998.000000 Penalty: 5331.531250
	Iteration 42Q: 3 clusters Score -6102998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6102997.000000 Penalty: 5331.531250
	Iteration 43Q: 3 clusters Score -6102997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6103003.500000 Penalty: 5331.531250
	Iteration 44Q: 3 clusters Score -6103004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6103006.500000 Penalty: 5331.531250
	Iteration 45Q: 3 clusters Score -6103006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6103002.500000 Penalty: 5331.531250
	Iteration 46Q: 3 clusters Score -6103002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6103013.500000 Penalty: 5331.531250
	Iteration 47Q: 3 clusters Score -6103014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6103018.500000 Penalty: 5331.531250
	Iteration 48Q: 3 clusters Score -6103018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6103023.500000 Penalty: 5331.531250
	Iteration 49Q: 3 clusters Score -6103024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6103035.500000 Penalty: 5331.531250
	Iteration 50Q: 3 clusters Score -6103036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6103037.000000 Penalty: 5331.531250
	Iteration 51Q: 3 clusters Score -6103037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6103039.500000 Penalty: 5331.531250
	Iteration 52Q: 3 clusters Score -6103040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6103043.500000 Penalty: 5331.531250
	Iteration 53Q: 3 clusters Score -6103044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6103040.000000 Penalty: 5331.531250
	Iteration 54Q: 3 clusters Score -6103040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6103038.000000 Penalty: 5331.531250
	Iteration 55Q: 3 clusters Score -6103038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6103038.000000 Penalty: 5331.531250
	Iteration 56F: 3 clusters Score -6103038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Entering Unmasked Estep 
Score: -2562594.000000 Penalty: 2455.145508
	Iteration 0F: 2 clusters Score -2562594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2548728.750000 Penalty: 4910.291016
	Iteration 0F: 3 clusters Score -2548729 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2553714.250000 Penalty: 4910.291016
	Iteration 1F: 3 clusters Score -2553714 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2554580.000000 Penalty: 4910.291016
	Iteration 2F: 3 clusters Score -2554580 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2555391.500000 Penalty: 4910.291016
	Iteration 3F: 3 clusters Score -2555392 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2556031.750000 Penalty: 4910.291016
	Iteration 4F: 3 clusters Score -2556032 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2556537.250000 Penalty: 4910.291016
	Iteration 5F: 3 clusters Score -2556537 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2557027.250000 Penalty: 4910.291016
	Iteration 6F: 3 clusters Score -2557027 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2557552.500000 Penalty: 4910.291016
	Iteration 7F: 3 clusters Score -2557552 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2558220.000000 Penalty: 4910.291016
	Iteration 8F: 3 clusters Score -2558220 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2558980.500000 Penalty: 4910.291016
	Iteration 9F: 3 clusters Score -2558980 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2559670.250000 Penalty: 4910.291016
	Iteration 10F: 3 clusters Score -2559670 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2560293.250000 Penalty: 4910.291016
	Iteration 11Q: 3 clusters Score -2560293 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2560791.000000 Penalty: 4910.291016
	Iteration 12Q: 3 clusters Score -2560791 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2561177.000000 Penalty: 4910.291016
	Iteration 13Q: 3 clusters Score -2561177 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2561518.500000 Penalty: 4910.291016
	Iteration 14Q: 3 clusters Score -2561518 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2561800.000000 Penalty: 4910.291016
	Iteration 15Q: 3 clusters Score -2561800 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2562003.500000 Penalty: 4910.291016
	Iteration 16Q: 3 clusters Score -2562004 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2562152.750000 Penalty: 4910.291016
	Iteration 17Q: 3 clusters Score -2562153 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2562268.250000 Penalty: 4910.291016
	Iteration 18Q: 3 clusters Score -2562268 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2562387.250000 Penalty: 4910.291016
	Iteration 19Q: 3 clusters Score -2562387 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2562503.500000 Penalty: 4910.291016
	Iteration 20F: 3 clusters Score -2562504 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2562572.500000 Penalty: 4910.291016
	Iteration 21Q: 3 clusters Score -2562572 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2562615.500000 Penalty: 4910.291016
	Iteration 22Q: 3 clusters Score -2562616 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2562647.000000 Penalty: 4910.291016
	Iteration 23Q: 3 clusters Score -2562647 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2562661.000000 Penalty: 4910.291016
	Iteration 24Q: 3 clusters Score -2562661 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2562668.000000 Penalty: 4910.291016
	Iteration 25Q: 3 clusters Score -2562668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2562671.250000 Penalty: 4910.291016
	Iteration 26Q: 3 clusters Score -2562671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2562678.000000 Penalty: 4910.291016
	Iteration 27Q: 3 clusters Score -2562678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2562685.750000 Penalty: 4910.291016
	Iteration 28Q: 3 clusters Score -2562686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2562678.500000 Penalty: 4910.291016
	Iteration 29Q: 3 clusters Score -2562678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2562684.500000 Penalty: 4910.291016
	Iteration 30Q: 3 clusters Score -2562684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2562686.500000 Penalty: 4910.291016
	Iteration 31Q: 3 clusters Score -2562686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2562687.750000 Penalty: 4910.291016
	Iteration 32Q: 3 clusters Score -2562688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2562685.250000 Penalty: 4910.291016
	Iteration 33Q: 3 clusters Score -2562685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2562690.250000 Penalty: 4910.291016
	Iteration 34Q: 3 clusters Score -2562690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2562689.250000 Penalty: 4910.291016
	Iteration 35Q: 3 clusters Score -2562689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2562689.250000 Penalty: 4910.291016
	Iteration 36F: 3 clusters Score -2562689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 126957 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 1229 members 
Mstep: Class 6 contains 28444 members 
Mstep: Class 7 contains 21227 members 
Mstep: Class 8 contains 46586 members 
Mstep: Class 9 contains 18345 members 
Mstep: Class 10 contains 66285 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 25746 members 
Mstep: Class 13 contains 5488 members 
Mstep: Class 14 contains 14578 members 
Mstep: Class 15 contains 105019 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 7533 members 
Mstep: Class 18 contains 52639 members 
Mstep: Class 19 contains 16063 members 
Mstep: Class 20 contains 8084 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 1581 members 
Entering Unmasked Estep 
Score: -73774040.000000 Penalty: 72399.953125
Splitting cluster 9 changes total score from -73766808.000000 to -73774040.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (66285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66285 members 
Entering Unmasked Estep 
Score: -8696625.000000 Penalty: 2753.226318
	Iteration 0F: 2 clusters Score -8696625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -8652261.000000 Penalty: 5506.452637
	Iteration 0F: 3 clusters Score -8652261 nChanged 30938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -8669969.000000 Penalty: 5506.452637
	Iteration 1F: 3 clusters Score -8669969 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -8671068.000000 Penalty: 5506.452637
	Iteration 2Q: 3 clusters Score -8671068 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -8672712.000000 Penalty: 5506.452637
	Iteration 3Q: 3 clusters Score -8672712 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -8675199.000000 Penalty: 5506.452637
	Iteration 4F: 3 clusters Score -8675199 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -8678638.000000 Penalty: 5506.452637
	Iteration 5F: 3 clusters Score -8678638 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -8683196.000000 Penalty: 5506.452637
	Iteration 6F: 3 clusters Score -8683196 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -8688532.000000 Penalty: 5506.452637
	Iteration 7F: 3 clusters Score -8688532 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 55426 members 
Entering Unmasked Estep 
Score: -8695662.000000 Penalty: 5506.452637
	Iteration 8F: 3 clusters Score -8695662 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -8703416.000000 Penalty: 5506.452637
	Iteration 9F: 3 clusters Score -8703416 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -8708410.000000 Penalty: 5506.452637
	Iteration 10F: 3 clusters Score -8708410 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -8712292.000000 Penalty: 5506.452637
	Iteration 11Q: 3 clusters Score -8712292 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -8715304.000000 Penalty: 5506.452637
	Iteration 12Q: 3 clusters Score -8715304 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -8718278.000000 Penalty: 5506.452637
	Iteration 13Q: 3 clusters Score -8718278 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -8721673.000000 Penalty: 5506.452637
	Iteration 14Q: 3 clusters Score -8721673 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -8725007.000000 Penalty: 5506.452637
	Iteration 15Q: 3 clusters Score -8725007 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -8727329.000000 Penalty: 5506.452637
	Iteration 16Q: 3 clusters Score -8727329 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -8728806.000000 Penalty: 5506.452637
	Iteration 17Q: 3 clusters Score -8728806 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -8729594.000000 Penalty: 5506.452637
	Iteration 18Q: 3 clusters Score -8729594 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -8729940.000000 Penalty: 5506.452637
	Iteration 19Q: 3 clusters Score -8729940 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -8730442.000000 Penalty: 5506.452637
	Iteration 20F: 3 clusters Score -8730442 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -8730629.000000 Penalty: 5506.452637
	Iteration 21Q: 3 clusters Score -8730629 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -8730660.000000 Penalty: 5506.452637
	Iteration 22Q: 3 clusters Score -8730660 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -8730701.000000 Penalty: 5506.452637
	Iteration 23Q: 3 clusters Score -8730701 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -8730679.000000 Penalty: 5506.452637
	Iteration 24Q: 3 clusters Score -8730679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -8730689.000000 Penalty: 5506.452637
	Iteration 25Q: 3 clusters Score -8730689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -8730674.000000 Penalty: 5506.452637
	Iteration 26Q: 3 clusters Score -8730674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -8730673.000000 Penalty: 5506.452637
	Iteration 27Q: 3 clusters Score -8730673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -8730669.000000 Penalty: 5506.452637
	Iteration 28Q: 3 clusters Score -8730669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -8730670.000000 Penalty: 5506.452637
	Iteration 29Q: 3 clusters Score -8730670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -8730668.000000 Penalty: 5506.452637
	Iteration 30Q: 3 clusters Score -8730668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -8730667.000000 Penalty: 5506.452637
	Iteration 31Q: 3 clusters Score -8730667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -8730666.000000 Penalty: 5506.452637
	Iteration 32Q: 3 clusters Score -8730666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -8730666.000000 Penalty: 5506.452637
	Iteration 33F: 3 clusters Score -8730666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 126957 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 1229 members 
Mstep: Class 6 contains 28444 members 
Mstep: Class 7 contains 21227 members 
Mstep: Class 8 contains 46586 members 
Mstep: Class 9 contains 18345 members 
Mstep: Class 10 contains 29245 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 25746 members 
Mstep: Class 13 contains 5488 members 
Mstep: Class 14 contains 14578 members 
Mstep: Class 15 contains 105019 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 7533 members 
Mstep: Class 18 contains 52639 members 
Mstep: Class 19 contains 16063 members 
Mstep: Class 20 contains 8084 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 1581 members 
Mstep: Class 23 contains 37040 members 
Entering Unmasked Estep 
Score: -73807920.000000 Penalty: 75690.859375
Splitting cluster 10 changes total score from -73766808.000000 to -73807920.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -129635.664062 Penalty: 1762.641602
	Iteration 0F: 2 clusters Score -129635.7 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 616 members 
Entering Unmasked Estep 
Score: -127763.664062 Penalty: 3525.283203
	Iteration 0F: 3 clusters Score -127763.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -128895.000000 Penalty: 3525.283203
	Iteration 1F: 3 clusters Score -128895 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -129774.640625 Penalty: 3525.283203
	Iteration 2F: 3 clusters Score -129774.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -130159.796875 Penalty: 3525.283203
	Iteration 3F: 3 clusters Score -130159.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -130408.976562 Penalty: 3525.283203
	Iteration 4Q: 3 clusters Score -130409 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -130561.359375 Penalty: 3525.283203
	Iteration 5Q: 3 clusters Score -130561.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -130611.710938 Penalty: 3525.283203
	Iteration 6Q: 3 clusters Score -130611.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -130724.406250 Penalty: 3525.283203
	Iteration 7Q: 3 clusters Score -130724.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -130818.984375 Penalty: 3525.283203
	Iteration 8Q: 3 clusters Score -130819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -130857.281250 Penalty: 3525.283203
	Iteration 9Q: 3 clusters Score -130857.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -130866.132812 Penalty: 3525.283203
	Iteration 10Q: 3 clusters Score -130866.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -130879.578125 Penalty: 3525.283203
	Iteration 11Q: 3 clusters Score -130879.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -130882.093750 Penalty: 3525.283203
	Iteration 12Q: 3 clusters Score -130882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -130884.773438 Penalty: 3525.283203
	Iteration 13Q: 3 clusters Score -130884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -130887.539062 Penalty: 3525.283203
	Iteration 14Q: 3 clusters Score -130887.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -130890.703125 Penalty: 3525.283203
	Iteration 15Q: 3 clusters Score -130890.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -130891.953125 Penalty: 3525.283203
	Iteration 16Q: 3 clusters Score -130892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -130893.210938 Penalty: 3525.283203
	Iteration 17Q: 3 clusters Score -130893.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -130893.984375 Penalty: 3525.283203
	Iteration 18Q: 3 clusters Score -130894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -130894.875000 Penalty: 3525.283203
	Iteration 19Q: 3 clusters Score -130894.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -130894.875000 Penalty: 3525.283203
	Iteration 20F: 3 clusters Score -130894.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 126957 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 1229 members 
Mstep: Class 6 contains 28444 members 
Mstep: Class 7 contains 21227 members 
Mstep: Class 8 contains 46586 members 
Mstep: Class 9 contains 18345 members 
Mstep: Class 10 contains 29245 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 12 contains 25746 members 
Mstep: Class 13 contains 5488 members 
Mstep: Class 14 contains 14578 members 
Mstep: Class 15 contains 105019 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 7533 members 
Mstep: Class 18 contains 52639 members 
Mstep: Class 19 contains 16063 members 
Mstep: Class 20 contains 8084 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 1581 members 
Mstep: Class 23 contains 37040 members 
Mstep: Class 24 contains 807 members 
Entering Unmasked Estep 
Score: -73807752.000000 Penalty: 78981.765625
Splitting cluster 11 changes total score from -73766808.000000 to -73807752.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (25746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Entering Unmasked Estep 
Score: -3292005.250000 Penalty: 2518.696533
	Iteration 0F: 2 clusters Score -3292005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -3274282.000000 Penalty: 5037.393066
	Iteration 0F: 3 clusters Score -3274282 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -3281753.500000 Penalty: 5037.393066
	Iteration 1F: 3 clusters Score -3281754 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -3285943.250000 Penalty: 5037.393066
	Iteration 2F: 3 clusters Score -3285943 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3290351.000000 Penalty: 5037.393066
	Iteration 3F: 3 clusters Score -3290351 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -3293994.000000 Penalty: 5037.393066
	Iteration 4F: 3 clusters Score -3293994 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -3296315.500000 Penalty: 5037.393066
	Iteration 5F: 3 clusters Score -3296316 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -3297524.750000 Penalty: 5037.393066
	Iteration 6Q: 3 clusters Score -3297525 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -3298085.500000 Penalty: 5037.393066
	Iteration 7Q: 3 clusters Score -3298086 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3298374.750000 Penalty: 5037.393066
	Iteration 8Q: 3 clusters Score -3298375 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3298600.250000 Penalty: 5037.393066
	Iteration 9Q: 3 clusters Score -3298600 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3298707.500000 Penalty: 5037.393066
	Iteration 10Q: 3 clusters Score -3298708 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3298781.000000 Penalty: 5037.393066
	Iteration 11Q: 3 clusters Score -3298781 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3298835.250000 Penalty: 5037.393066
	Iteration 12Q: 3 clusters Score -3298835 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3298858.500000 Penalty: 5037.393066
	Iteration 13Q: 3 clusters Score -3298858 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3298882.750000 Penalty: 5037.393066
	Iteration 14Q: 3 clusters Score -3298883 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3298907.750000 Penalty: 5037.393066
	Iteration 15Q: 3 clusters Score -3298908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3298922.250000 Penalty: 5037.393066
	Iteration 16Q: 3 clusters Score -3298922 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3298935.250000 Penalty: 5037.393066
	Iteration 17Q: 3 clusters Score -3298935 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3298957.000000 Penalty: 5037.393066
	Iteration 18Q: 3 clusters Score -3298957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3298967.250000 Penalty: 5037.393066
	Iteration 19Q: 3 clusters Score -3298967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3298970.750000 Penalty: 5037.393066
	Iteration 20F: 3 clusters Score -3298971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3298974.250000 Penalty: 5037.393066
	Iteration 21Q: 3 clusters Score -3298974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3298977.500000 Penalty: 5037.393066
	Iteration 22Q: 3 clusters Score -3298978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3298979.250000 Penalty: 5037.393066
	Iteration 23Q: 3 clusters Score -3298979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3298982.500000 Penalty: 5037.393066
	Iteration 24Q: 3 clusters Score -3298982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3298984.750000 Penalty: 5037.393066
	Iteration 25Q: 3 clusters Score -3298985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3298990.000000 Penalty: 5037.393066
	Iteration 26Q: 3 clusters Score -3298990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3298996.000000 Penalty: 5037.393066
	Iteration 27Q: 3 clusters Score -3298996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3298999.000000 Penalty: 5037.393066
	Iteration 28Q: 3 clusters Score -3298999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3299002.500000 Penalty: 5037.393066
	Iteration 29Q: 3 clusters Score -3299002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3299001.250000 Penalty: 5037.393066
	Iteration 30Q: 3 clusters Score -3299001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3299003.500000 Penalty: 5037.393066
	Iteration 31Q: 3 clusters Score -3299004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3299010.000000 Penalty: 5037.393066
	Iteration 32Q: 3 clusters Score -3299010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3299009.000000 Penalty: 5037.393066
	Iteration 33Q: 3 clusters Score -3299009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3299012.750000 Penalty: 5037.393066
	Iteration 34Q: 3 clusters Score -3299013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3299006.000000 Penalty: 5037.393066
	Iteration 35Q: 3 clusters Score -3299006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3299004.500000 Penalty: 5037.393066
	Iteration 36Q: 3 clusters Score -3299004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3299006.750000 Penalty: 5037.393066
	Iteration 37Q: 3 clusters Score -3299007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3299006.000000 Penalty: 5037.393066
	Iteration 38Q: 3 clusters Score -3299006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3299004.250000 Penalty: 5037.393066
	Iteration 39Q: 3 clusters Score -3299004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3299004.500000 Penalty: 5037.393066
	Iteration 40F: 3 clusters Score -3299004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3299004.250000 Penalty: 5037.393066
	Iteration 41Q: 3 clusters Score -3299004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3299005.750000 Penalty: 5037.393066
	Iteration 42Q: 3 clusters Score -3299006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3299005.500000 Penalty: 5037.393066
	Iteration 43Q: 3 clusters Score -3299006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3299004.500000 Penalty: 5037.393066
	Iteration 44Q: 3 clusters Score -3299004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3299004.500000 Penalty: 5037.393066
	Iteration 45F: 3 clusters Score -3299004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 126957 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 1229 members 
Mstep: Class 6 contains 28444 members 
Mstep: Class 7 contains 21227 members 
Mstep: Class 8 contains 46586 members 
Mstep: Class 9 contains 18345 members 
Mstep: Class 10 contains 29245 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 12 contains 23609 members 
Mstep: Class 13 contains 5488 members 
Mstep: Class 14 contains 14578 members 
Mstep: Class 15 contains 105019 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 7533 members 
Mstep: Class 18 contains 52639 members 
Mstep: Class 19 contains 16063 members 
Mstep: Class 20 contains 8084 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 1581 members 
Mstep: Class 23 contains 37040 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 2137 members 
Entering Unmasked Estep 
Score: -73813896.000000 Penalty: 82272.671875
Splitting cluster 12 changes total score from -73766808.000000 to -73813896.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (5488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Entering Unmasked Estep 
Score: -718268.937500 Penalty: 2135.359131
	Iteration 0F: 2 clusters Score -718268.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -713479.437500 Penalty: 4270.718262
	Iteration 0F: 3 clusters Score -713479.4 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -714933.937500 Penalty: 4270.718262
	Iteration 1F: 3 clusters Score -714933.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -715413.312500 Penalty: 4270.718262
	Iteration 2F: 3 clusters Score -715413.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -715888.562500 Penalty: 4270.718262
	Iteration 3F: 3 clusters Score -715888.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -716337.187500 Penalty: 4270.718262
	Iteration 4F: 3 clusters Score -716337.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -716690.125000 Penalty: 4270.718262
	Iteration 5F: 3 clusters Score -716690.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -716983.250000 Penalty: 4270.718262
	Iteration 6F: 3 clusters Score -716983.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -717184.625000 Penalty: 4270.718262
	Iteration 7Q: 3 clusters Score -717184.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -717295.625000 Penalty: 4270.718262
	Iteration 8Q: 3 clusters Score -717295.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -717360.000000 Penalty: 4270.718262
	Iteration 9Q: 3 clusters Score -717360 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -717391.375000 Penalty: 4270.718262
	Iteration 10Q: 3 clusters Score -717391.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -717408.875000 Penalty: 4270.718262
	Iteration 11Q: 3 clusters Score -717408.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -717421.812500 Penalty: 4270.718262
	Iteration 12Q: 3 clusters Score -717421.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -717427.812500 Penalty: 4270.718262
	Iteration 13Q: 3 clusters Score -717427.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -717431.750000 Penalty: 4270.718262
	Iteration 14Q: 3 clusters Score -717431.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -717436.750000 Penalty: 4270.718262
	Iteration 15Q: 3 clusters Score -717436.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -717437.875000 Penalty: 4270.718262
	Iteration 16Q: 3 clusters Score -717437.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -717437.125000 Penalty: 4270.718262
	Iteration 17Q: 3 clusters Score -717437.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -717439.375000 Penalty: 4270.718262
	Iteration 18Q: 3 clusters Score -717439.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -717439.500000 Penalty: 4270.718262
	Iteration 19Q: 3 clusters Score -717439.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -717441.937500 Penalty: 4270.718262
	Iteration 20F: 3 clusters Score -717441.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -717441.625000 Penalty: 4270.718262
	Iteration 21Q: 3 clusters Score -717441.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -717442.500000 Penalty: 4270.718262
	Iteration 22Q: 3 clusters Score -717442.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -717442.500000 Penalty: 4270.718262
	Iteration 23F: 3 clusters Score -717442.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Entering Unmasked Estep 
Score: -1855293.125000 Penalty: 2377.642578
	Iteration 0F: 2 clusters Score -1855293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1844786.125000 Penalty: 4755.285156
	Iteration 0F: 3 clusters Score -1844786 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1848428.250000 Penalty: 4755.285156
	Iteration 1F: 3 clusters Score -1848428 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1849467.250000 Penalty: 4755.285156
	Iteration 2F: 3 clusters Score -1849467 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1850757.875000 Penalty: 4755.285156
	Iteration 3F: 3 clusters Score -1850758 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1852158.625000 Penalty: 4755.285156
	Iteration 4F: 3 clusters Score -1852159 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1853560.500000 Penalty: 4755.285156
	Iteration 5F: 3 clusters Score -1853560 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1854794.750000 Penalty: 4755.285156
	Iteration 6F: 3 clusters Score -1854795 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1855971.375000 Penalty: 4755.285156
	Iteration 7F: 3 clusters Score -1855971 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1857242.250000 Penalty: 4755.285156
	Iteration 8F: 3 clusters Score -1857242 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1858221.250000 Penalty: 4755.285156
	Iteration 9F: 3 clusters Score -1858221 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1858593.750000 Penalty: 4755.285156
	Iteration 10Q: 3 clusters Score -1858594 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1858739.125000 Penalty: 4755.285156
	Iteration 11Q: 3 clusters Score -1858739 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1858796.500000 Penalty: 4755.285156
	Iteration 12Q: 3 clusters Score -1858796 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1858826.250000 Penalty: 4755.285156
	Iteration 13Q: 3 clusters Score -1858826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1858834.125000 Penalty: 4755.285156
	Iteration 14Q: 3 clusters Score -1858834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1858837.875000 Penalty: 4755.285156
	Iteration 15Q: 3 clusters Score -1858838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1858842.500000 Penalty: 4755.285156
	Iteration 16Q: 3 clusters Score -1858842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1858840.375000 Penalty: 4755.285156
	Iteration 17Q: 3 clusters Score -1858840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1858842.375000 Penalty: 4755.285156
	Iteration 18Q: 3 clusters Score -1858842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1858843.000000 Penalty: 4755.285156
	Iteration 19Q: 3 clusters Score -1858843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1858843.000000 Penalty: 4755.285156
	Iteration 20F: 3 clusters Score -1858843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 126957 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 1229 members 
Mstep: Class 6 contains 28444 members 
Mstep: Class 7 contains 21227 members 
Mstep: Class 8 contains 46586 members 
Mstep: Class 9 contains 18345 members 
Mstep: Class 10 contains 29245 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 12 contains 23609 members 
Mstep: Class 13 contains 5488 members 
Mstep: Class 14 contains 10418 members 
Mstep: Class 15 contains 105019 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 7533 members 
Mstep: Class 18 contains 52639 members 
Mstep: Class 19 contains 16063 members 
Mstep: Class 20 contains 8084 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 1581 members 
Mstep: Class 23 contains 37040 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 2137 members 
Mstep: Class 26 contains 4160 members 
Entering Unmasked Estep 
Score: -73816520.000000 Penalty: 85563.578125
Splitting cluster 14 changes total score from -73766808.000000 to -73816520.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (105019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105019 members 
Entering Unmasked Estep 
Score: -13781040.000000 Penalty: 2867.350342
	Iteration 0F: 2 clusters Score -1.378104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 52685 members 
Entering Unmasked Estep 
Score: -13710733.000000 Penalty: 5734.700684
	Iteration 0F: 3 clusters Score -1.371073e+07 nChanged 49797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -13739367.000000 Penalty: 5734.700684
	Iteration 1F: 3 clusters Score -1.373937e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 56801 members 
Entering Unmasked Estep 
Score: -13740905.000000 Penalty: 5734.700684
	Iteration 2Q: 3 clusters Score -1.37409e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
Score: -13743078.000000 Penalty: 5734.700684
	Iteration 3Q: 3 clusters Score -1.374308e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -13746952.000000 Penalty: 5734.700684
	Iteration 4F: 3 clusters Score -1.374695e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 69400 members 
Entering Unmasked Estep 
Score: -13752480.000000 Penalty: 5734.700684
	Iteration 5F: 3 clusters Score -1.375248e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 75534 members 
Entering Unmasked Estep 
Score: -13758482.000000 Penalty: 5734.700684
	Iteration 6F: 3 clusters Score -1.375848e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 81292 members 
Entering Unmasked Estep 
Score: -13763709.000000 Penalty: 5734.700684
	Iteration 7F: 3 clusters Score -1.376371e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 86430 members 
Entering Unmasked Estep 
Score: -13767925.000000 Penalty: 5734.700684
	Iteration 8F: 3 clusters Score -1.376792e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 90508 members 
Entering Unmasked Estep 
Score: -13770870.000000 Penalty: 5734.700684
	Iteration 9Q: 3 clusters Score -1.377087e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 93736 members 
Entering Unmasked Estep 
Score: -13772861.000000 Penalty: 5734.700684
	Iteration 10Q: 3 clusters Score -1.377286e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 96238 members 
Entering Unmasked Estep 
Score: -13774434.000000 Penalty: 5734.700684
	Iteration 11Q: 3 clusters Score -1.377443e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 98287 members 
Entering Unmasked Estep 
Score: -13775706.000000 Penalty: 5734.700684
	Iteration 12Q: 3 clusters Score -1.377571e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 99851 members 
Entering Unmasked Estep 
Score: -13776623.000000 Penalty: 5734.700684
	Iteration 13Q: 3 clusters Score -1.377662e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 101062 members 
Entering Unmasked Estep 
Score: -13777298.000000 Penalty: 5734.700684
	Iteration 14Q: 3 clusters Score -1.37773e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 101951 members 
Entering Unmasked Estep 
Score: -13777678.000000 Penalty: 5734.700684
	Iteration 15Q: 3 clusters Score -1.377768e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 102573 members 
Entering Unmasked Estep 
Score: -13777974.000000 Penalty: 5734.700684
	Iteration 16Q: 3 clusters Score -1.377797e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 102990 members 
Entering Unmasked Estep 
Score: -13778206.000000 Penalty: 5734.700684
	Iteration 17Q: 3 clusters Score -1.377821e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 103283 members 
Entering Unmasked Estep 
Score: -13778300.000000 Penalty: 5734.700684
	Iteration 18Q: 3 clusters Score -1.37783e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 103481 members 
Entering Unmasked Estep 
Score: -13778371.000000 Penalty: 5734.700684
	Iteration 19Q: 3 clusters Score -1.377837e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 103634 members 
Entering Unmasked Estep 
Score: -13778444.000000 Penalty: 5734.700684
	Iteration 20F: 3 clusters Score -1.377844e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 103747 members 
Entering Unmasked Estep 
Score: -13778475.000000 Penalty: 5734.700684
	Iteration 21Q: 3 clusters Score -1.377848e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 103840 members 
Entering Unmasked Estep 
Score: -13778539.000000 Penalty: 5734.700684
	Iteration 22Q: 3 clusters Score -1.377854e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 103916 members 
Entering Unmasked Estep 
Score: -13778572.000000 Penalty: 5734.700684
	Iteration 23Q: 3 clusters Score -1.377857e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 103969 members 
Entering Unmasked Estep 
Score: -13778602.000000 Penalty: 5734.700684
	Iteration 24Q: 3 clusters Score -1.37786e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 104007 members 
Entering Unmasked Estep 
Score: -13778609.000000 Penalty: 5734.700684
	Iteration 25Q: 3 clusters Score -1.377861e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 104038 members 
Entering Unmasked Estep 
Score: -13778629.000000 Penalty: 5734.700684
	Iteration 26Q: 3 clusters Score -1.377863e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 104059 members 
Entering Unmasked Estep 
Score: -13778639.000000 Penalty: 5734.700684
	Iteration 27Q: 3 clusters Score -1.377864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 104070 members 
Entering Unmasked Estep 
Score: -13778646.000000 Penalty: 5734.700684
	Iteration 28Q: 3 clusters Score -1.377865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 104077 members 
Entering Unmasked Estep 
Score: -13778655.000000 Penalty: 5734.700684
	Iteration 29Q: 3 clusters Score -1.377866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 104083 members 
Entering Unmasked Estep 
Score: -13778645.000000 Penalty: 5734.700684
	Iteration 30Q: 3 clusters Score -1.377864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 104088 members 
Entering Unmasked Estep 
Score: -13778653.000000 Penalty: 5734.700684
	Iteration 31Q: 3 clusters Score -1.377865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 104093 members 
Entering Unmasked Estep 
Score: -13778673.000000 Penalty: 5734.700684
	Iteration 32Q: 3 clusters Score -1.377867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 104097 members 
Entering Unmasked Estep 
Score: -13778680.000000 Penalty: 5734.700684
	Iteration 33Q: 3 clusters Score -1.377868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 104104 members 
Entering Unmasked Estep 
Score: -13778691.000000 Penalty: 5734.700684
	Iteration 34Q: 3 clusters Score -1.377869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 104105 members 
Entering Unmasked Estep 
Score: -13778691.000000 Penalty: 5734.700684
	Iteration 35Q: 3 clusters Score -1.377869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 104109 members 
Entering Unmasked Estep 
Score: -13778688.000000 Penalty: 5734.700684
	Iteration 36Q: 3 clusters Score -1.377869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 104108 members 
Entering Unmasked Estep 
Score: -13778686.000000 Penalty: 5734.700684
	Iteration 37Q: 3 clusters Score -1.377869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 104109 members 
Entering Unmasked Estep 
Score: -13778690.000000 Penalty: 5734.700684
	Iteration 38Q: 3 clusters Score -1.377869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 104108 members 
Entering Unmasked Estep 
Score: -13778685.000000 Penalty: 5734.700684
	Iteration 39Q: 3 clusters Score -1.377868e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 104108 members 
Entering Unmasked Estep 
Score: -13778685.000000 Penalty: 5734.700684
	Iteration 40F: 3 clusters Score -1.377868e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Entering Unmasked Estep 
Score: -935684.562500 Penalty: 2213.907959
	Iteration 0F: 2 clusters Score -935684.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -929678.437500 Penalty: 4427.815918
	Iteration 0F: 3 clusters Score -929678.4 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -931526.625000 Penalty: 4427.815918
	Iteration 1F: 3 clusters Score -931526.6 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -932304.500000 Penalty: 4427.815918
	Iteration 2F: 3 clusters Score -932304.5 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -933817.625000 Penalty: 4427.815918
	Iteration 3F: 3 clusters Score -933817.6 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -935965.437500 Penalty: 4427.815918
	Iteration 4F: 3 clusters Score -935965.4 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -937798.875000 Penalty: 4427.815918
	Iteration 5F: 3 clusters Score -937798.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -938514.562500 Penalty: 4427.815918
	Iteration 6F: 3 clusters Score -938514.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -938758.250000 Penalty: 4427.815918
	Iteration 7Q: 3 clusters Score -938758.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -938868.125000 Penalty: 4427.815918
	Iteration 8Q: 3 clusters Score -938868.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -939004.187500 Penalty: 4427.815918
	Iteration 9Q: 3 clusters Score -939004.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -939119.062500 Penalty: 4427.815918
	Iteration 10Q: 3 clusters Score -939119.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -939154.437500 Penalty: 4427.815918
	Iteration 11Q: 3 clusters Score -939154.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -939164.312500 Penalty: 4427.815918
	Iteration 12Q: 3 clusters Score -939164.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -939170.687500 Penalty: 4427.815918
	Iteration 13Q: 3 clusters Score -939170.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -939174.187500 Penalty: 4427.815918
	Iteration 14Q: 3 clusters Score -939174.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -939176.625000 Penalty: 4427.815918
	Iteration 15Q: 3 clusters Score -939176.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -939177.312500 Penalty: 4427.815918
	Iteration 16Q: 3 clusters Score -939177.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -939177.500000 Penalty: 4427.815918
	Iteration 17Q: 3 clusters Score -939177.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -939183.812500 Penalty: 4427.815918
	Iteration 18Q: 3 clusters Score -939183.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -939187.250000 Penalty: 4427.815918
	Iteration 19Q: 3 clusters Score -939187.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -939191.312500 Penalty: 4427.815918
	Iteration 20F: 3 clusters Score -939191.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -939195.500000 Penalty: 4427.815918
	Iteration 21Q: 3 clusters Score -939195.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -939203.062500 Penalty: 4427.815918
	Iteration 22Q: 3 clusters Score -939203.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -939211.437500 Penalty: 4427.815918
	Iteration 23Q: 3 clusters Score -939211.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -939215.625000 Penalty: 4427.815918
	Iteration 24Q: 3 clusters Score -939215.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -939216.375000 Penalty: 4427.815918
	Iteration 25Q: 3 clusters Score -939216.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -939218.562500 Penalty: 4427.815918
	Iteration 26Q: 3 clusters Score -939218.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -939220.562500 Penalty: 4427.815918
	Iteration 27Q: 3 clusters Score -939220.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -939223.562500 Penalty: 4427.815918
	Iteration 28Q: 3 clusters Score -939223.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -939229.500000 Penalty: 4427.815918
	Iteration 29Q: 3 clusters Score -939229.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -939226.875000 Penalty: 4427.815918
	Iteration 30Q: 3 clusters Score -939226.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -939229.250000 Penalty: 4427.815918
	Iteration 31Q: 3 clusters Score -939229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -939228.625000 Penalty: 4427.815918
	Iteration 32Q: 3 clusters Score -939228.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -939228.625000 Penalty: 4427.815918
	Iteration 33F: 3 clusters Score -939228.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 126957 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 1229 members 
Mstep: Class 6 contains 28444 members 
Mstep: Class 7 contains 21227 members 
Mstep: Class 8 contains 46586 members 
Mstep: Class 9 contains 18345 members 
Mstep: Class 10 contains 29245 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 12 contains 23609 members 
Mstep: Class 13 contains 5488 members 
Mstep: Class 14 contains 10418 members 
Mstep: Class 15 contains 105019 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 2886 members 
Mstep: Class 18 contains 52639 members 
Mstep: Class 19 contains 16063 members 
Mstep: Class 20 contains 8084 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 1581 members 
Mstep: Class 23 contains 37040 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 2137 members 
Mstep: Class 26 contains 4160 members 
Mstep: Class 27 contains 4647 members 
Entering Unmasked Estep 
Score: -73819032.000000 Penalty: 88854.484375
Splitting cluster 17 changes total score from -73766808.000000 to -73819032.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (52639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Entering Unmasked Estep 
Score: -6837611.000000 Penalty: 2696.060791
	Iteration 0F: 2 clusters Score -6837611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -6802393.000000 Penalty: 5392.121582
	Iteration 0F: 3 clusters Score -6802393 nChanged 24291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -6817191.500000 Penalty: 5392.121582
	Iteration 1F: 3 clusters Score -6817192 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -6820208.500000 Penalty: 5392.121582
	Iteration 2F: 3 clusters Score -6820208 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -6824329.000000 Penalty: 5392.121582
	Iteration 3F: 3 clusters Score -6824329 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -6828114.000000 Penalty: 5392.121582
	Iteration 4F: 3 clusters Score -6828114 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -6830462.500000 Penalty: 5392.121582
	Iteration 5F: 3 clusters Score -6830462 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -6831702.500000 Penalty: 5392.121582
	Iteration 6F: 3 clusters Score -6831702 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -6832321.500000 Penalty: 5392.121582
	Iteration 7Q: 3 clusters Score -6832322 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -6832664.500000 Penalty: 5392.121582
	Iteration 8Q: 3 clusters Score -6832664 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -6832922.500000 Penalty: 5392.121582
	Iteration 9Q: 3 clusters Score -6832922 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -6833103.500000 Penalty: 5392.121582
	Iteration 10Q: 3 clusters Score -6833104 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -6833237.500000 Penalty: 5392.121582
	Iteration 11Q: 3 clusters Score -6833238 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -6833408.500000 Penalty: 5392.121582
	Iteration 12Q: 3 clusters Score -6833408 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -6833561.000000 Penalty: 5392.121582
	Iteration 13Q: 3 clusters Score -6833561 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -6833800.500000 Penalty: 5392.121582
	Iteration 14Q: 3 clusters Score -6833800 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -6834067.000000 Penalty: 5392.121582
	Iteration 15Q: 3 clusters Score -6834067 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -6834393.000000 Penalty: 5392.121582
	Iteration 16Q: 3 clusters Score -6834393 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -6834791.000000 Penalty: 5392.121582
	Iteration 17Q: 3 clusters Score -6834791 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -6835280.000000 Penalty: 5392.121582
	Iteration 18Q: 3 clusters Score -6835280 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -6835808.500000 Penalty: 5392.121582
	Iteration 19Q: 3 clusters Score -6835808 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -6836414.000000 Penalty: 5392.121582
	Iteration 20F: 3 clusters Score -6836414 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -6837121.500000 Penalty: 5392.121582
	Iteration 21Q: 3 clusters Score -6837122 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -6837900.000000 Penalty: 5392.121582
	Iteration 22Q: 3 clusters Score -6837900 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -6838762.500000 Penalty: 5392.121582
	Iteration 23Q: 3 clusters Score -6838762 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -6839565.500000 Penalty: 5392.121582
	Iteration 24Q: 3 clusters Score -6839566 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -6840221.500000 Penalty: 5392.121582
	Iteration 25Q: 3 clusters Score -6840222 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -6840701.500000 Penalty: 5392.121582
	Iteration 26Q: 3 clusters Score -6840702 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -6840901.000000 Penalty: 5392.121582
	Iteration 27Q: 3 clusters Score -6840901 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -6841012.500000 Penalty: 5392.121582
	Iteration 28Q: 3 clusters Score -6841012 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -6841055.000000 Penalty: 5392.121582
	Iteration 29Q: 3 clusters Score -6841055 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -6841069.500000 Penalty: 5392.121582
	Iteration 30Q: 3 clusters Score -6841070 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -6841089.000000 Penalty: 5392.121582
	Iteration 31Q: 3 clusters Score -6841089 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -6841107.500000 Penalty: 5392.121582
	Iteration 32Q: 3 clusters Score -6841108 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -6841117.000000 Penalty: 5392.121582
	Iteration 33Q: 3 clusters Score -6841117 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -6841132.000000 Penalty: 5392.121582
	Iteration 34Q: 3 clusters Score -6841132 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -6841135.000000 Penalty: 5392.121582
	Iteration 35Q: 3 clusters Score -6841135 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -6841125.500000 Penalty: 5392.121582
	Iteration 36Q: 3 clusters Score -6841126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -6841133.000000 Penalty: 5392.121582
	Iteration 37Q: 3 clusters Score -6841133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -6841139.500000 Penalty: 5392.121582
	Iteration 38Q: 3 clusters Score -6841140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -6841138.000000 Penalty: 5392.121582
	Iteration 39Q: 3 clusters Score -6841138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -6841150.000000 Penalty: 5392.121582
	Iteration 40F: 3 clusters Score -6841150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -6841153.000000 Penalty: 5392.121582
	Iteration 41Q: 3 clusters Score -6841153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -6841150.000000 Penalty: 5392.121582
	Iteration 42Q: 3 clusters Score -6841150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -6841147.000000 Penalty: 5392.121582
	Iteration 43Q: 3 clusters Score -6841147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -6841143.000000 Penalty: 5392.121582
	Iteration 44Q: 3 clusters Score -6841143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -6841145.500000 Penalty: 5392.121582
	Iteration 45Q: 3 clusters Score -6841146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -6841150.500000 Penalty: 5392.121582
	Iteration 46Q: 3 clusters Score -6841150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -6841150.500000 Penalty: 5392.121582
	Iteration 47F: 3 clusters Score -6841150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 126957 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 1229 members 
Mstep: Class 6 contains 28444 members 
Mstep: Class 7 contains 21227 members 
Mstep: Class 8 contains 46586 members 
Mstep: Class 9 contains 18345 members 
Mstep: Class 10 contains 29245 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 12 contains 23609 members 
Mstep: Class 13 contains 5488 members 
Mstep: Class 14 contains 10418 members 
Mstep: Class 15 contains 105019 members 
Mstep: Class 16 contains 1072 members 
Mstep: Class 17 contains 2886 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 16063 members 
Mstep: Class 20 contains 8084 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 1581 members 
Mstep: Class 23 contains 37040 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 2137 members 
Mstep: Class 26 contains 4160 members 
Mstep: Class 27 contains 4647 members 
Mstep: Class 28 contains 42312 members 
Entering Unmasked Estep 
Score: -73822040.000000 Penalty: 92145.390625
Splitting cluster 18 changes total score from -73766808.000000 to -73822040.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (16063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Entering Unmasked Estep 
Score: -1931237.625000 Penalty: 2401.699951
	Iteration 0F: 2 clusters Score -1931238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1919922.000000 Penalty: 4803.399902
	Iteration 0F: 3 clusters Score -1919922 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1924243.875000 Penalty: 4803.399902
	Iteration 1F: 3 clusters Score -1924244 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1925433.000000 Penalty: 4803.399902
	Iteration 2F: 3 clusters Score -1925433 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1926676.375000 Penalty: 4803.399902
	Iteration 3F: 3 clusters Score -1926676 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1927999.125000 Penalty: 4803.399902
	Iteration 4F: 3 clusters Score -1927999 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1929071.750000 Penalty: 4803.399902
	Iteration 5F: 3 clusters Score -1929072 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1929635.500000 Penalty: 4803.399902
	Iteration 6F: 3 clusters Score -1929636 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1929936.250000 Penalty: 4803.399902
	Iteration 7Q: 3 clusters Score -1929936 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1930117.125000 Penalty: 4803.399902
	Iteration 8Q: 3 clusters Score -1930117 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1930232.500000 Penalty: 4803.399902
	Iteration 9Q: 3 clusters Score -1930232 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1930311.500000 Penalty: 4803.399902
	Iteration 10Q: 3 clusters Score -1930312 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1930365.750000 Penalty: 4803.399902
	Iteration 11Q: 3 clusters Score -1930366 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1930400.250000 Penalty: 4803.399902
	Iteration 12Q: 3 clusters Score -1930400 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1930425.750000 Penalty: 4803.399902
	Iteration 13Q: 3 clusters Score -1930426 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1930443.375000 Penalty: 4803.399902
	Iteration 14Q: 3 clusters Score -1930443 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1930463.875000 Penalty: 4803.399902
	Iteration 15Q: 3 clusters Score -1930464 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1930479.000000 Penalty: 4803.399902
	Iteration 16Q: 3 clusters Score -1930479 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1930492.625000 Penalty: 4803.399902
	Iteration 17Q: 3 clusters Score -1930493 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1930508.250000 Penalty: 4803.399902
	Iteration 18Q: 3 clusters Score -1930508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1930518.625000 Penalty: 4803.399902
	Iteration 19Q: 3 clusters Score -1930519 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1930525.625000 Penalty: 4803.399902
	Iteration 20F: 3 clusters Score -1930526 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1930527.750000 Penalty: 4803.399902
	Iteration 21Q: 3 clusters Score -1930528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1930532.500000 Penalty: 4803.399902
	Iteration 22Q: 3 clusters Score -1930532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1930539.375000 Penalty: 4803.399902
	Iteration 23Q: 3 clusters Score -1930539 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1930547.250000 Penalty: 4803.399902
	Iteration 24Q: 3 clusters Score -1930547 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1930555.125000 Penalty: 4803.399902
	Iteration 25Q: 3 clusters Score -1930555 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1930559.250000 Penalty: 4803.399902
	Iteration 26Q: 3 clusters Score -1930559 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1930571 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1930577 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1930579.000000 Penalty: 4803.399902
	Iteration 29Q: 3 clusters Score -1930579 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1930589 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1930601.500000 Penalty: 4803.399902
	Iteration 31Q: 3 clusters Score -1930602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1930600.875000 Penalty: 4803.399902
	Iteration 32Q: 3 clusters Score -1930601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1930597.000000 Penalty: 4803.399902
	Iteration 33Q: 3 clusters Score -1930597 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1930603 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1930602 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1930609.625000 Penalty: 4803.399902
	Iteration 36Q: 3 clusters Score -1930610 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1930611.000000 Penalty: 4803.399902
	Iteration 37Q: 3 clusters Score -1930611 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1930610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1930612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1930613.125000 Penalty: 4803.399902
	Iteration 40F: 3 clusters Score -1930613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1930616.625000 Penalty: 4803.399902
	Iteration 41Q: 3 clusters Score -1930617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1930614.250000 Penalty: 4803.399902
	Iteration 42Q: 3 clusters Score -1930614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1930613 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1930612 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1930610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1930614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1930612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1930613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1930612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1930613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1930614.875000 Penalty: 4803.399902
	Iteration 51Q: 3 clusters Score -1930615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1930614 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1930612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1930616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1930617.875000 Penalty: 4803.399902
	Iteration 55Q: 3 clusters Score -1930618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1930616.875000 Penalty: 4803.399902
	Iteration 56Q: 3 clusters Score -1930617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1930613.250000 Penalty: 4803.399902
	Iteration 57Q: 3 clusters Score -1930613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1930615.875000 Penalty: 4803.399902
	Iteration 58Q: 3 clusters Score -1930616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1930617.625000 Penalty: 4803.399902
	Iteration 59Q: 3 clusters Score -1930618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1930618.875000 Penalty: 4803.399902
	Iteration 60F: 3 clusters Score -1930619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1930616.875000 Penalty: 4803.399902
	Iteration 61Q: 3 clusters Score -1930617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1930619.375000 Penalty: 4803.399902
	Iteration 62Q: 3 clusters Score -1930619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1930617.250000 Penalty: 4803.399902
	Iteration 63Q: 3 clusters Score -1930617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1930619.625000 Penalty: 4803.399902
	Iteration 64Q: 3 clusters Score -1930620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1930621.375000 Penalty: 4803.399902
	Iteration 65Q: 3 clusters Score -1930621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1930619.250000 Penalty: 4803.399902
	Iteration 66Q: 3 clusters Score -1930619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1930621.375000 Penalty: 4803.399902
	Iteration 67Q: 3 clusters Score -1930621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1930617.125000 Penalty: 4803.399902
	Iteration 68Q: 3 clusters Score -1930617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1930619.125000 Penalty: 4803.399902
	Iteration 69Q: 3 clusters Score -1930619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1930619.125000 Penalty: 4803.399902
	Iteration 70Q: 3 clusters Score -1930619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1930619.875000 Penalty: 4803.399902
	Iteration 71Q: 3 clusters Score -1930620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1930621.250000 Penalty: 4803.399902
	Iteration 72Q: 3 clusters Score -1930621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1930620.750000 Penalty: 4803.399902
	Iteration 73Q: 3 clusters Score -1930621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1930621.000000 Penalty: 4803.399902
	Iteration 74Q: 3 clusters Score -1930621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1930622.625000 Penalty: 4803.399902
	Iteration 75Q: 3 clusters Score -1930623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1930627.375000 Penalty: 4803.399902
	Iteration 76Q: 3 clusters Score -1930627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1930625.625000 Penalty: 4803.399902
	Iteration 77Q: 3 clusters Score -1930626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1930630.375000 Penalty: 4803.399902
	Iteration 78Q: 3 clusters Score -1930630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1930629.125000 Penalty: 4803.399902
	Iteration 79Q: 3 clusters Score -1930629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1930632.875000 Penalty: 4803.399902
	Iteration 80F: 3 clusters Score -1930633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1930632.250000 Penalty: 4803.399902
	Iteration 81Q: 3 clusters Score -1930632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1930631.500000 Penalty: 4803.399902
	Iteration 82Q: 3 clusters Score -1930632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1930631.000000 Penalty: 4803.399902
	Iteration 83Q: 3 clusters Score -1930631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1930632 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1930631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1930631.250000 Penalty: 4803.399902
	Iteration 86Q: 3 clusters Score -1930631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1930632.125000 Penalty: 4803.399902
	Iteration 87Q: 3 clusters Score -1930632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1930633 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1930632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1930630.375000 Penalty: 4803.399902
	Iteration 90Q: 3 clusters Score -1930630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1930632.625000 Penalty: 4803.399902
	Iteration 91Q: 3 clusters Score -1930633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1930633.750000 Penalty: 4803.399902
	Iteration 92Q: 3 clusters Score -1930634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1930630.875000 Penalty: 4803.399902
	Iteration 93Q: 3 clusters Score -1930631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1930632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1930631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1930632 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1930631 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1930629 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1930630 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1930630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 126957 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 1229 members 
Mstep: Class 6 contains 28444 members 
Mstep: Class 7 contains 21227 members 
Mstep: Class 8 contains 46586 members 
Mstep: Class 9 contains 18345 members 
Mstep: Class 10 contains 29245 members 
Mstep: Class 11 contains 414 members 
Mstep: Class 12 contains 23609 members 
Mstep: Class 13 contains 5488 members 
Mstep: Class 14 contains 10418 members 
Mstep: Class 15 contains 105019 members 
Mstep: Class 17 contains 2886 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 16063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73830160.000000 Penalty: 92145.390625
Iteration 39Q: 29 clusters Score -7.383016e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 127229 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 10579 members 
Mstep: Class 5 contains 1226 members 
Mstep: Class 6 contains 28534 members 
Mstep: Class 7 contains 21310 members 
Mstep: Class 8 contains 46831 members 
Mstep: Class 9 contains 18691 members 
Mstep: Class 10 contains 28498 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 23740 members 
Mstep: Class 13 contains 5483 members 
Mstep: Class 14 contains 10729 members 
Mstep: Class 15 contains 105750 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 2876 members 
Mstep: Class 18 contains 10865 members 
Mstep: Class 19 contains 16319 members 
Mstep: Class 20 contains 7620 members 
Mstep: Class 21 contains 557 members 
Mstep: Class 22 contains 1557 members 
Mstep: Class 23 contains 35963 members 
Mstep: Class 24 contains 773 members 
Mstep: Class 25 contains 2137 members 
Mstep: Class 26 contains 4081 members 
Mstep: Class 27 contains 4048 members 
Mstep: Class 28 contains 40955 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 29 clusters Score -7.38367e+07 nChanged 8169
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 126773 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 10961 members 
Mstep: Class 5 contains 1229 members 
Mstep: Class 6 contains 28552 members 
Mstep: Class 7 contains 21274 members 
Mstep: Class 8 contains 46528 members 
Mstep: Class 9 contains 18926 members 
Mstep: Class 10 contains 27998 members 
Mstep: Class 11 contains 505 members 
Mstep: Class 12 contains 23487 members 
Mstep: Class 13 contains 5475 members 
Mstep: Class 14 contains 10877 members 
Mstep: Class 15 contains 105533 members 
Mstep: Class 16 contains 1058 members 
Mstep: Class 17 contains 2835 members 
Mstep: Class 18 contains 11189 members 
Mstep: Class 19 contains 15762 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 21 contains 557 members 
Mstep: Class 22 contains 1863 members 
Mstep: Class 23 contains 36501 members 
Mstep: Class 24 contains 893 members 
Mstep: Class 25 contains 2146 members 
Mstep: Class 26 contains 4363 members 
Mstep: Class 27 contains 3811 members 
Mstep: Class 28 contains 40831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73839392.000000 Penalty: 92145.390625
Iteration 41Q: 29 clusters Score -7.383939e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 126606 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11187 members 
Mstep: Class 5 contains 1230 members 
Mstep: Class 6 contains 28555 members 
Mstep: Class 7 contains 21263 members 
Mstep: Class 8 contains 46384 members 
Mstep: Class 9 contains 19081 members 
Mstep: Class 10 contains 27679 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 23368 members 
Mstep: Class 13 contains 5474 members 
Mstep: Class 14 contains 10965 members 
Mstep: Class 15 contains 105543 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 2810 members 
Mstep: Class 18 contains 11550 members 
Mstep: Class 19 contains 15502 members 
Mstep: Class 20 contains 7955 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 36625 members 
Mstep: Class 24 contains 951 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 4447 members 
Mstep: Class 27 contains 3585 members 
Mstep: Class 28 contains 40481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73840808.000000 Penalty: 92145.390625
Iteration 42Q: 29 clusters Score -7.384081e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 126472 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11308 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 28543 members 
Mstep: Class 7 contains 21257 members 
Mstep: Class 8 contains 46332 members 
Mstep: Class 9 contains 19175 members 
Mstep: Class 10 contains 27475 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 23310 members 
Mstep: Class 13 contains 5475 members 
Mstep: Class 14 contains 11022 members 
Mstep: Class 15 contains 105574 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 2812 members 
Mstep: Class 18 contains 11887 members 
Mstep: Class 19 contains 15339 members 
Mstep: Class 20 contains 8052 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 2444 members 
Mstep: Class 23 contains 36668 members 
Mstep: Class 24 contains 989 members 
Mstep: Class 25 contains 2164 members 
Mstep: Class 26 contains 4492 members 
Mstep: Class 27 contains 3379 members 
Mstep: Class 28 contains 40142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73841840.000000 Penalty: 92145.390625
Iteration 43Q: 29 clusters Score -7.384184e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 126345 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11342 members 
Mstep: Class 5 contains 1237 members 
Mstep: Class 6 contains 28526 members 
Mstep: Class 7 contains 21269 members 
Mstep: Class 8 contains 46307 members 
Mstep: Class 9 contains 19224 members 
Mstep: Class 10 contains 27351 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 23254 members 
Mstep: Class 13 contains 5475 members 
Mstep: Class 14 contains 11057 members 
Mstep: Class 15 contains 105592 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 18 contains 12168 members 
Mstep: Class 19 contains 15260 members 
Mstep: Class 20 contains 8156 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 2694 members 
Mstep: Class 23 contains 36693 members 
Mstep: Class 24 contains 1003 members 
Mstep: Class 25 contains 2171 members 
Mstep: Class 26 contains 4528 members 
Mstep: Class 27 contains 3198 members 
Mstep: Class 28 contains 39875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73842424.000000 Penalty: 92145.390625
Iteration 44Q: 29 clusters Score -7.384242e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 126237 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11382 members 
Mstep: Class 5 contains 1246 members 
Mstep: Class 6 contains 28517 members 
Mstep: Class 7 contains 21275 members 
Mstep: Class 8 contains 46293 members 
Mstep: Class 9 contains 19251 members 
Mstep: Class 10 contains 27271 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 23196 members 
Mstep: Class 13 contains 5475 members 
Mstep: Class 14 contains 11084 members 
Mstep: Class 15 contains 105602 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2835 members 
Mstep: Class 18 contains 12406 members 
Mstep: Class 19 contains 15184 members 
Mstep: Class 20 contains 8252 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 36701 members 
Mstep: Class 24 contains 1018 members 
Mstep: Class 25 contains 2179 members 
Mstep: Class 26 contains 4552 members 
Mstep: Class 27 contains 3039 members 
Mstep: Class 28 contains 39649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73842816.000000 Penalty: 92145.390625
Iteration 45Q: 29 clusters Score -7.384282e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 126132 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11391 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 28500 members 
Mstep: Class 7 contains 21279 members 
Mstep: Class 8 contains 46293 members 
Mstep: Class 9 contains 19288 members 
Mstep: Class 10 contains 27226 members 
Mstep: Class 11 contains 556 members 
Mstep: Class 12 contains 23142 members 
Mstep: Class 13 contains 5471 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 105604 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 12574 members 
Mstep: Class 19 contains 15103 members 
Mstep: Class 20 contains 8325 members 
Mstep: Class 21 contains 522 members 
Mstep: Class 22 contains 3145 members 
Mstep: Class 23 contains 36730 members 
Mstep: Class 24 contains 1033 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 4568 members 
Mstep: Class 27 contains 2917 members 
Mstep: Class 28 contains 39495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843040.000000 Penalty: 92145.390625
Iteration 46Q: 29 clusters Score -7.384304e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 126077 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11415 members 
Mstep: Class 5 contains 1279 members 
Mstep: Class 6 contains 28486 members 
Mstep: Class 7 contains 21279 members 
Mstep: Class 8 contains 46312 members 
Mstep: Class 9 contains 19298 members 
Mstep: Class 10 contains 27189 members 
Mstep: Class 11 contains 562 members 
Mstep: Class 12 contains 23096 members 
Mstep: Class 13 contains 5475 members 
Mstep: Class 14 contains 11127 members 
Mstep: Class 15 contains 105599 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 18 contains 12727 members 
Mstep: Class 19 contains 15034 members 
Mstep: Class 20 contains 8376 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 36747 members 
Mstep: Class 24 contains 1040 members 
Mstep: Class 25 contains 2187 members 
Mstep: Class 26 contains 4580 members 
Mstep: Class 27 contains 2798 members 
Mstep: Class 28 contains 39368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843312.000000 Penalty: 92145.390625
Iteration 47Q: 29 clusters Score -7.384331e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 125997 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11418 members 
Mstep: Class 5 contains 1298 members 
Mstep: Class 6 contains 28488 members 
Mstep: Class 7 contains 21275 members 
Mstep: Class 8 contains 46325 members 
Mstep: Class 9 contains 19300 members 
Mstep: Class 10 contains 27161 members 
Mstep: Class 11 contains 566 members 
Mstep: Class 12 contains 23048 members 
Mstep: Class 13 contains 5476 members 
Mstep: Class 14 contains 11149 members 
Mstep: Class 15 contains 105602 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 2849 members 
Mstep: Class 18 contains 12845 members 
Mstep: Class 19 contains 14961 members 
Mstep: Class 20 contains 8425 members 
Mstep: Class 21 contains 485 members 
Mstep: Class 22 contains 3504 members 
Mstep: Class 23 contains 36761 members 
Mstep: Class 24 contains 1057 members 
Mstep: Class 25 contains 2193 members 
Mstep: Class 26 contains 4594 members 
Mstep: Class 27 contains 2698 members 
Mstep: Class 28 contains 39276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843608.000000 Penalty: 92145.390625
Iteration 48Q: 29 clusters Score -7.384361e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 125925 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11406 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 28487 members 
Mstep: Class 7 contains 21270 members 
Mstep: Class 8 contains 46334 members 
Mstep: Class 9 contains 19292 members 
Mstep: Class 10 contains 27143 members 
Mstep: Class 11 contains 568 members 
Mstep: Class 12 contains 22997 members 
Mstep: Class 13 contains 5475 members 
Mstep: Class 14 contains 11192 members 
Mstep: Class 15 contains 105600 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 2849 members 
Mstep: Class 18 contains 12938 members 
Mstep: Class 19 contains 14904 members 
Mstep: Class 20 contains 8476 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 3652 members 
Mstep: Class 23 contains 36781 members 
Mstep: Class 24 contains 1071 members 
Mstep: Class 25 contains 2197 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 2616 members 
Mstep: Class 28 contains 39220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843832.000000 Penalty: 92145.390625
Iteration 49Q: 29 clusters Score -7.384383e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 125855 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11383 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 6 contains 28484 members 
Mstep: Class 7 contains 21267 members 
Mstep: Class 8 contains 46326 members 
Mstep: Class 9 contains 19296 members 
Mstep: Class 10 contains 27124 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 22950 members 
Mstep: Class 13 contains 5474 members 
Mstep: Class 14 contains 11234 members 
Mstep: Class 15 contains 105610 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2852 members 
Mstep: Class 18 contains 12991 members 
Mstep: Class 19 contains 14876 members 
Mstep: Class 20 contains 8523 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 3758 members 
Mstep: Class 23 contains 36787 members 
Mstep: Class 24 contains 1085 members 
Mstep: Class 25 contains 2200 members 
Mstep: Class 26 contains 4618 members 
Mstep: Class 27 contains 2578 members 
Mstep: Class 28 contains 39174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843904.000000 Penalty: 92145.390625
Iteration 50Q: 29 clusters Score -7.38439e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 125796 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11366 members 
Mstep: Class 5 contains 1323 members 
Mstep: Class 6 contains 28482 members 
Mstep: Class 7 contains 21266 members 
Mstep: Class 8 contains 46326 members 
Mstep: Class 9 contains 19301 members 
Mstep: Class 10 contains 27116 members 
Mstep: Class 11 contains 579 members 
Mstep: Class 12 contains 22918 members 
Mstep: Class 13 contains 5470 members 
Mstep: Class 14 contains 11270 members 
Mstep: Class 15 contains 105616 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 2854 members 
Mstep: Class 18 contains 13027 members 
Mstep: Class 19 contains 14836 members 
Mstep: Class 20 contains 8557 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 3855 members 
Mstep: Class 23 contains 36793 members 
Mstep: Class 24 contains 1092 members 
Mstep: Class 25 contains 2201 members 
Mstep: Class 26 contains 4626 members 
Mstep: Class 27 contains 2549 members 
Mstep: Class 28 contains 39137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844168.000000 Penalty: 92145.390625
Iteration 51Q: 29 clusters Score -7.384417e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 125744 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11364 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 28486 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 46326 members 
Mstep: Class 9 contains 19299 members 
Mstep: Class 10 contains 27109 members 
Mstep: Class 11 contains 582 members 
Mstep: Class 12 contains 22898 members 
Mstep: Class 13 contains 5469 members 
Mstep: Class 14 contains 11304 members 
Mstep: Class 15 contains 105603 members 
Mstep: Class 16 contains 1062 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 13053 members 
Mstep: Class 19 contains 14784 members 
Mstep: Class 20 contains 8582 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 3933 members 
Mstep: Class 23 contains 36799 members 
Mstep: Class 24 contains 1094 members 
Mstep: Class 25 contains 2202 members 
Mstep: Class 26 contains 4637 members 
Mstep: Class 27 contains 2543 members 
Mstep: Class 28 contains 39108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844232.000000 Penalty: 92145.390625
Iteration 52Q: 29 clusters Score -7.384423e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 125678 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11366 members 
Mstep: Class 5 contains 1339 members 
Mstep: Class 6 contains 28488 members 
Mstep: Class 7 contains 21263 members 
Mstep: Class 8 contains 46323 members 
Mstep: Class 9 contains 19312 members 
Mstep: Class 10 contains 27099 members 
Mstep: Class 11 contains 585 members 
Mstep: Class 12 contains 22869 members 
Mstep: Class 13 contains 5469 members 
Mstep: Class 14 contains 11349 members 
Mstep: Class 15 contains 105595 members 
Mstep: Class 16 contains 1062 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 18 contains 13064 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 8599 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 4001 members 
Mstep: Class 23 contains 36814 members 
Mstep: Class 24 contains 1095 members 
Mstep: Class 25 contains 2202 members 
Mstep: Class 26 contains 4646 members 
Mstep: Class 27 contains 2542 members 
Mstep: Class 28 contains 39092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844296.000000 Penalty: 92145.390625
Iteration 53Q: 29 clusters Score -7.38443e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 125625 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11361 members 
Mstep: Class 5 contains 1345 members 
Mstep: Class 6 contains 28491 members 
Mstep: Class 7 contains 21265 members 
Mstep: Class 8 contains 46328 members 
Mstep: Class 9 contains 19323 members 
Mstep: Class 10 contains 27099 members 
Mstep: Class 11 contains 586 members 
Mstep: Class 12 contains 22844 members 
Mstep: Class 13 contains 5469 members 
Mstep: Class 14 contains 11386 members 
Mstep: Class 15 contains 105580 members 
Mstep: Class 16 contains 1062 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 18 contains 13071 members 
Mstep: Class 19 contains 14713 members 
Mstep: Class 20 contains 8612 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 4046 members 
Mstep: Class 23 contains 36827 members 
Mstep: Class 24 contains 1092 members 
Mstep: Class 25 contains 2204 members 
Mstep: Class 26 contains 4654 members 
Mstep: Class 27 contains 2541 members 
Mstep: Class 28 contains 39085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844472.000000 Penalty: 92145.390625
Iteration 54Q: 29 clusters Score -7.384447e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 125569 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11352 members 
Mstep: Class 5 contains 1348 members 
Mstep: Class 6 contains 28498 members 
Mstep: Class 7 contains 21265 members 
Mstep: Class 8 contains 46328 members 
Mstep: Class 9 contains 19327 members 
Mstep: Class 10 contains 27099 members 
Mstep: Class 11 contains 588 members 
Mstep: Class 12 contains 22822 members 
Mstep: Class 13 contains 5470 members 
Mstep: Class 14 contains 11418 members 
Mstep: Class 15 contains 105571 members 
Mstep: Class 16 contains 1062 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 18 contains 13078 members 
Mstep: Class 19 contains 14674 members 
Mstep: Class 20 contains 8629 members 
Mstep: Class 21 contains 439 members 
Mstep: Class 22 contains 4100 members 
Mstep: Class 23 contains 36833 members 
Mstep: Class 24 contains 1095 members 
Mstep: Class 25 contains 2204 members 
Mstep: Class 26 contains 4660 members 
Mstep: Class 27 contains 2540 members 
Mstep: Class 28 contains 39077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844288.000000 Penalty: 92145.390625
Iteration 55Q: 29 clusters Score -7.384429e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 125522 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11347 members 
Mstep: Class 5 contains 1351 members 
Mstep: Class 6 contains 28500 members 
Mstep: Class 7 contains 21266 members 
Mstep: Class 8 contains 46330 members 
Mstep: Class 9 contains 19321 members 
Mstep: Class 10 contains 27101 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 22803 members 
Mstep: Class 13 contains 5469 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 105563 members 
Mstep: Class 16 contains 1062 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 18 contains 13082 members 
Mstep: Class 19 contains 14661 members 
Mstep: Class 20 contains 8637 members 
Mstep: Class 21 contains 437 members 
Mstep: Class 22 contains 4141 members 
Mstep: Class 23 contains 36840 members 
Mstep: Class 24 contains 1094 members 
Mstep: Class 25 contains 2204 members 
Mstep: Class 26 contains 4668 members 
Mstep: Class 27 contains 2539 members 
Mstep: Class 28 contains 39074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844448.000000 Penalty: 92145.390625
Iteration 56Q: 29 clusters Score -7.384445e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 125499 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11348 members 
Mstep: Class 5 contains 1353 members 
Mstep: Class 6 contains 28497 members 
Mstep: Class 7 contains 21267 members 
Mstep: Class 8 contains 46335 members 
Mstep: Class 9 contains 19315 members 
Mstep: Class 10 contains 27101 members 
Mstep: Class 11 contains 590 members 
Mstep: Class 12 contains 22787 members 
Mstep: Class 13 contains 5467 members 
Mstep: Class 14 contains 11479 members 
Mstep: Class 15 contains 105552 members 
Mstep: Class 16 contains 1062 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 18 contains 13085 members 
Mstep: Class 19 contains 14635 members 
Mstep: Class 20 contains 8641 members 
Mstep: Class 21 contains 436 members 
Mstep: Class 22 contains 4178 members 
Mstep: Class 23 contains 36853 members 
Mstep: Class 24 contains 1095 members 
Mstep: Class 25 contains 2206 members 
Mstep: Class 26 contains 4673 members 
Mstep: Class 27 contains 2539 members 
Mstep: Class 28 contains 39069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844424.000000 Penalty: 92145.390625
Iteration 57Q: 29 clusters Score -7.384442e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 125483 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11345 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 28495 members 
Mstep: Class 7 contains 21268 members 
Mstep: Class 8 contains 46335 members 
Mstep: Class 9 contains 19310 members 
Mstep: Class 10 contains 27101 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 22774 members 
Mstep: Class 13 contains 5467 members 
Mstep: Class 14 contains 11497 members 
Mstep: Class 15 contains 105548 members 
Mstep: Class 16 contains 1062 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 18 contains 13089 members 
Mstep: Class 19 contains 14615 members 
Mstep: Class 20 contains 8646 members 
Mstep: Class 21 contains 437 members 
Mstep: Class 22 contains 4208 members 
Mstep: Class 23 contains 36858 members 
Mstep: Class 24 contains 1096 members 
Mstep: Class 25 contains 2208 members 
Mstep: Class 26 contains 4678 members 
Mstep: Class 27 contains 2539 members 
Mstep: Class 28 contains 39064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844368.000000 Penalty: 92145.390625
Iteration 58Q: 29 clusters Score -7.384437e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 125472 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11342 members 
Mstep: Class 5 contains 1357 members 
Mstep: Class 6 contains 28498 members 
Mstep: Class 7 contains 21268 members 
Mstep: Class 8 contains 46336 members 
Mstep: Class 9 contains 19303 members 
Mstep: Class 10 contains 27104 members 
Mstep: Class 11 contains 592 members 
Mstep: Class 12 contains 22764 members 
Mstep: Class 13 contains 5467 members 
Mstep: Class 14 contains 11513 members 
Mstep: Class 15 contains 105544 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 18 contains 13090 members 
Mstep: Class 19 contains 14592 members 
Mstep: Class 20 contains 8651 members 
Mstep: Class 21 contains 436 members 
Mstep: Class 22 contains 4230 members 
Mstep: Class 23 contains 36860 members 
Mstep: Class 24 contains 1097 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 4682 members 
Mstep: Class 27 contains 2539 members 
Mstep: Class 28 contains 39061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844536.000000 Penalty: 92145.390625
Iteration 59Q: 29 clusters Score -7.384454e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 125461 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11338 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28499 members 
Mstep: Class 7 contains 21267 members 
Mstep: Class 8 contains 46333 members 
Mstep: Class 9 contains 19302 members 
Mstep: Class 10 contains 27103 members 
Mstep: Class 11 contains 593 members 
Mstep: Class 12 contains 22751 members 
Mstep: Class 13 contains 5466 members 
Mstep: Class 14 contains 11534 members 
Mstep: Class 15 contains 105547 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 2846 members 
Mstep: Class 18 contains 13091 members 
Mstep: Class 19 contains 14572 members 
Mstep: Class 20 contains 8655 members 
Mstep: Class 21 contains 436 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 36864 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 2213 members 
Mstep: Class 26 contains 4685 members 
Mstep: Class 27 contains 2539 members 
Mstep: Class 28 contains 39056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844624.000000 Penalty: 92145.390625
Iteration 60F: 29 clusters Score -7.384462e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 125460 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11333 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28502 members 
Mstep: Class 7 contains 21266 members 
Mstep: Class 8 contains 46332 members 
Mstep: Class 9 contains 19301 members 
Mstep: Class 10 contains 27104 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 22743 members 
Mstep: Class 13 contains 5466 members 
Mstep: Class 14 contains 11548 members 
Mstep: Class 15 contains 105548 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 2846 members 
Mstep: Class 18 contains 13092 members 
Mstep: Class 19 contains 14515 members 
Mstep: Class 20 contains 8658 members 
Mstep: Class 21 contains 437 members 
Mstep: Class 22 contains 4305 members 
Mstep: Class 23 contains 36869 members 
Mstep: Class 24 contains 1099 members 
Mstep: Class 25 contains 2213 members 
Mstep: Class 26 contains 4688 members 
Mstep: Class 27 contains 2538 members 
Mstep: Class 28 contains 39053 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 29 clusters Score -7.384478e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 125438 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11331 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28510 members 
Mstep: Class 7 contains 21266 members 
Mstep: Class 8 contains 46333 members 
Mstep: Class 9 contains 19307 members 
Mstep: Class 10 contains 27106 members 
Mstep: Class 11 contains 594 members 
Mstep: Class 12 contains 22735 members 
Mstep: Class 13 contains 5464 members 
Mstep: Class 14 contains 11560 members 
Mstep: Class 15 contains 105546 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2845 members 
Mstep: Class 18 contains 13093 members 
Mstep: Class 19 contains 14470 members 
Mstep: Class 20 contains 8662 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 4351 members 
Mstep: Class 23 contains 36875 members 
Mstep: Class 24 contains 1099 members 
Mstep: Class 25 contains 2213 members 
Mstep: Class 26 contains 4691 members 
Mstep: Class 27 contains 2537 members 
Mstep: Class 28 contains 39051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844944.000000 Penalty: 92145.390625
Iteration 62Q: 29 clusters Score -7.384494e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 125420 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11331 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28510 members 
Mstep: Class 7 contains 21266 members 
Mstep: Class 8 contains 46333 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 27107 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 22727 members 
Mstep: Class 13 contains 5462 members 
Mstep: Class 14 contains 11577 members 
Mstep: Class 15 contains 105546 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2845 members 
Mstep: Class 18 contains 13092 members 
Mstep: Class 19 contains 14442 members 
Mstep: Class 20 contains 8663 members 
Mstep: Class 21 contains 441 members 
Mstep: Class 22 contains 4380 members 
Mstep: Class 23 contains 36885 members 
Mstep: Class 24 contains 1099 members 
Mstep: Class 25 contains 2212 members 
Mstep: Class 26 contains 4695 members 
Mstep: Class 27 contains 2537 members 
Mstep: Class 28 contains 39049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845008.000000 Penalty: 92145.390625
Iteration 63Q: 29 clusters Score -7.384501e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 125401 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11333 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28515 members 
Mstep: Class 7 contains 21266 members 
Mstep: Class 8 contains 46332 members 
Mstep: Class 9 contains 19311 members 
Mstep: Class 10 contains 27107 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 22718 members 
Mstep: Class 13 contains 5459 members 
Mstep: Class 14 contains 11595 members 
Mstep: Class 15 contains 105546 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2845 members 
Mstep: Class 18 contains 13092 members 
Mstep: Class 19 contains 14409 members 
Mstep: Class 20 contains 8663 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 36888 members 
Mstep: Class 24 contains 1100 members 
Mstep: Class 25 contains 2211 members 
Mstep: Class 26 contains 4698 members 
Mstep: Class 27 contains 2537 members 
Mstep: Class 28 contains 39044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844872.000000 Penalty: 92145.390625
Iteration 64Q: 29 clusters Score -7.384487e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 125387 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11337 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28517 members 
Mstep: Class 7 contains 21266 members 
Mstep: Class 8 contains 46330 members 
Mstep: Class 9 contains 19316 members 
Mstep: Class 10 contains 27109 members 
Mstep: Class 11 contains 596 members 
Mstep: Class 12 contains 22712 members 
Mstep: Class 13 contains 5456 members 
Mstep: Class 14 contains 11611 members 
Mstep: Class 15 contains 105544 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2845 members 
Mstep: Class 18 contains 13093 members 
Mstep: Class 19 contains 14384 members 
Mstep: Class 20 contains 8666 members 
Mstep: Class 21 contains 442 members 
Mstep: Class 22 contains 4421 members 
Mstep: Class 23 contains 36893 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 2212 members 
Mstep: Class 26 contains 4703 members 
Mstep: Class 27 contains 2537 members 
Mstep: Class 28 contains 39040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844928.000000 Penalty: 92145.390625
Iteration 65Q: 29 clusters Score -7.384493e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 125371 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11342 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28521 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 46330 members 
Mstep: Class 9 contains 19323 members 
Mstep: Class 10 contains 27109 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 22703 members 
Mstep: Class 13 contains 5456 members 
Mstep: Class 14 contains 11620 members 
Mstep: Class 15 contains 105538 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2845 members 
Mstep: Class 18 contains 13093 members 
Mstep: Class 19 contains 14368 members 
Mstep: Class 20 contains 8668 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 36903 members 
Mstep: Class 24 contains 1102 members 
Mstep: Class 25 contains 2214 members 
Mstep: Class 26 contains 4710 members 
Mstep: Class 27 contains 2537 members 
Mstep: Class 28 contains 39038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844992.000000 Penalty: 92145.390625
Iteration 66Q: 29 clusters Score -7.384499e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 125357 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11343 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28519 members 
Mstep: Class 7 contains 21263 members 
Mstep: Class 8 contains 46328 members 
Mstep: Class 9 contains 19330 members 
Mstep: Class 10 contains 27109 members 
Mstep: Class 11 contains 597 members 
Mstep: Class 12 contains 22693 members 
Mstep: Class 13 contains 5455 members 
Mstep: Class 14 contains 11640 members 
Mstep: Class 15 contains 105535 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 18 contains 13093 members 
Mstep: Class 19 contains 14349 members 
Mstep: Class 20 contains 8672 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4431 members 
Mstep: Class 23 contains 36909 members 
Mstep: Class 24 contains 1106 members 
Mstep: Class 25 contains 2216 members 
Mstep: Class 26 contains 4717 members 
Mstep: Class 27 contains 2536 members 
Mstep: Class 28 contains 39035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844920.000000 Penalty: 92145.390625
Iteration 67Q: 29 clusters Score -7.384492e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 125347 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11343 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28517 members 
Mstep: Class 7 contains 21263 members 
Mstep: Class 8 contains 46327 members 
Mstep: Class 9 contains 19333 members 
Mstep: Class 10 contains 27109 members 
Mstep: Class 11 contains 600 members 
Mstep: Class 12 contains 22689 members 
Mstep: Class 13 contains 5455 members 
Mstep: Class 14 contains 11661 members 
Mstep: Class 15 contains 105533 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 13095 members 
Mstep: Class 19 contains 14317 members 
Mstep: Class 20 contains 8674 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 36911 members 
Mstep: Class 24 contains 1108 members 
Mstep: Class 25 contains 2216 members 
Mstep: Class 26 contains 4723 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 39032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845008.000000 Penalty: 92145.390625
Iteration 68Q: 29 clusters Score -7.384501e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 125333 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11341 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28518 members 
Mstep: Class 7 contains 21263 members 
Mstep: Class 8 contains 46330 members 
Mstep: Class 9 contains 19339 members 
Mstep: Class 10 contains 27109 members 
Mstep: Class 11 contains 600 members 
Mstep: Class 12 contains 22690 members 
Mstep: Class 13 contains 5456 members 
Mstep: Class 14 contains 11673 members 
Mstep: Class 15 contains 105528 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2849 members 
Mstep: Class 18 contains 13096 members 
Mstep: Class 19 contains 14288 members 
Mstep: Class 20 contains 8676 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4449 members 
Mstep: Class 23 contains 36916 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 2216 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 39032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845024.000000 Penalty: 92145.390625
Iteration 69Q: 29 clusters Score -7.384502e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 125328 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11340 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28520 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 46330 members 
Mstep: Class 9 contains 19341 members 
Mstep: Class 10 contains 27110 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 22690 members 
Mstep: Class 13 contains 5455 members 
Mstep: Class 14 contains 11685 members 
Mstep: Class 15 contains 105527 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 13096 members 
Mstep: Class 19 contains 14271 members 
Mstep: Class 20 contains 8678 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4450 members 
Mstep: Class 23 contains 36919 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 2216 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 39031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845024.000000 Penalty: 92145.390625
Iteration 70Q: 29 clusters Score -7.384502e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 125325 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11342 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28523 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 46329 members 
Mstep: Class 9 contains 19344 members 
Mstep: Class 10 contains 27111 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 13 contains 5454 members 
Mstep: Class 14 contains 11699 members 
Mstep: Class 15 contains 105525 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2849 members 
Mstep: Class 18 contains 13096 members 
Mstep: Class 19 contains 14257 members 
Mstep: Class 20 contains 8680 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4450 members 
Mstep: Class 23 contains 36925 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 2216 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 39030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844944.000000 Penalty: 92145.390625
Iteration 71Q: 29 clusters Score -7.384494e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 125325 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11344 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28521 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 46329 members 
Mstep: Class 9 contains 19353 members 
Mstep: Class 10 contains 27110 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 13 contains 5454 members 
Mstep: Class 14 contains 11707 members 
Mstep: Class 15 contains 105525 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2849 members 
Mstep: Class 18 contains 13096 members 
Mstep: Class 19 contains 14249 members 
Mstep: Class 20 contains 8680 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4446 members 
Mstep: Class 23 contains 36928 members 
Mstep: Class 24 contains 1114 members 
Mstep: Class 25 contains 2216 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 39028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844960.000000 Penalty: 92145.390625
Iteration 72Q: 29 clusters Score -7.384496e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 125313 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11345 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28520 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 46329 members 
Mstep: Class 9 contains 19361 members 
Mstep: Class 10 contains 27110 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 22686 members 
Mstep: Class 13 contains 5453 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 105525 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2849 members 
Mstep: Class 18 contains 13095 members 
Mstep: Class 19 contains 14244 members 
Mstep: Class 20 contains 8680 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4445 members 
Mstep: Class 23 contains 36930 members 
Mstep: Class 24 contains 1113 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 39027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844896.000000 Penalty: 92145.390625
Iteration 73Q: 29 clusters Score -7.38449e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 125308 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11346 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28523 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 46329 members 
Mstep: Class 9 contains 19365 members 
Mstep: Class 10 contains 27109 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 13 contains 5451 members 
Mstep: Class 14 contains 11717 members 
Mstep: Class 15 contains 105524 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 13095 members 
Mstep: Class 19 contains 14233 members 
Mstep: Class 20 contains 8681 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 36930 members 
Mstep: Class 24 contains 1115 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 4735 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 39027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844944.000000 Penalty: 92145.390625
Iteration 74Q: 29 clusters Score -7.384494e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 125311 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11346 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28522 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 46328 members 
Mstep: Class 9 contains 19366 members 
Mstep: Class 10 contains 27108 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5451 members 
Mstep: Class 14 contains 11720 members 
Mstep: Class 15 contains 105524 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 13095 members 
Mstep: Class 19 contains 14219 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 36934 members 
Mstep: Class 24 contains 1116 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 4741 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 39026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844976.000000 Penalty: 92145.390625
Iteration 75Q: 29 clusters Score -7.384498e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 125307 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11346 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28521 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 46329 members 
Mstep: Class 9 contains 19371 members 
Mstep: Class 10 contains 27108 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 22686 members 
Mstep: Class 13 contains 5451 members 
Mstep: Class 14 contains 11720 members 
Mstep: Class 15 contains 105524 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 13095 members 
Mstep: Class 19 contains 14212 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4446 members 
Mstep: Class 23 contains 36936 members 
Mstep: Class 24 contains 1117 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 4745 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 39026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845016.000000 Penalty: 92145.390625
Iteration 76Q: 29 clusters Score -7.384502e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 125302 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11346 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28521 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 46331 members 
Mstep: Class 9 contains 19380 members 
Mstep: Class 10 contains 27109 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 13 contains 5451 members 
Mstep: Class 14 contains 11718 members 
Mstep: Class 15 contains 105522 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 13095 members 
Mstep: Class 19 contains 14204 members 
Mstep: Class 20 contains 8681 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4441 members 
Mstep: Class 23 contains 36937 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 39026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845040.000000 Penalty: 92145.390625
Iteration 77Q: 29 clusters Score -7.384504e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 125302 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 11346 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28522 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 46332 members 
Mstep: Class 9 contains 19386 members 
Mstep: Class 10 contains 27109 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 13 contains 5450 members 
Mstep: Class 14 contains 11715 members 
Mstep: Class 15 contains 105520 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 13095 members 
Mstep: Class 19 contains 14199 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4438 members 
Mstep: Class 23 contains 36937 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 39026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845016.000000 Penalty: 92145.390625
Iteration 78Q: 29 clusters Score -7.384502e+07 nChanged 46
Entering ConstructFrom: 
Score: -73845016.000000 Penalty: 92145.390625
Entering ConstructFrom: 
Trying to split cluster 1 (20364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Entering Unmasked Estep 
Score: -2643064.000000 Penalty: 2460.538086
	Iteration 0F: 2 clusters Score -2643064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2628729.750000 Penalty: 4921.076172
	Iteration 0F: 3 clusters Score -2628730 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2633608.750000 Penalty: 4921.076172
	Iteration 1F: 3 clusters Score -2633609 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2633999.500000 Penalty: 4921.076172
	Iteration 2F: 3 clusters Score -2634000 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2634281.250000 Penalty: 4921.076172
	Iteration 3Q: 3 clusters Score -2634281 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2634546.000000 Penalty: 4921.076172
	Iteration 4Q: 3 clusters Score -2634546 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2634846.750000 Penalty: 4921.076172
	Iteration 5Q: 3 clusters Score -2634847 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2635230.500000 Penalty: 4921.076172
	Iteration 6Q: 3 clusters Score -2635230 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2635687.750000 Penalty: 4921.076172
	Iteration 7Q: 3 clusters Score -2635688 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2636197.500000 Penalty: 4921.076172
	Iteration 8Q: 3 clusters Score -2636198 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2636693.250000 Penalty: 4921.076172
	Iteration 9Q: 3 clusters Score -2636693 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2637149.000000 Penalty: 4921.076172
	Iteration 10Q: 3 clusters Score -2637149 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2637520.750000 Penalty: 4921.076172
	Iteration 11Q: 3 clusters Score -2637521 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2637773.500000 Penalty: 4921.076172
	Iteration 12Q: 3 clusters Score -2637774 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2637944.500000 Penalty: 4921.076172
	Iteration 13Q: 3 clusters Score -2637944 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2638091.000000 Penalty: 4921.076172
	Iteration 14Q: 3 clusters Score -2638091 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2638212.500000 Penalty: 4921.076172
	Iteration 15Q: 3 clusters Score -2638212 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2638343.250000 Penalty: 4921.076172
	Iteration 16Q: 3 clusters Score -2638343 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2638478.500000 Penalty: 4921.076172
	Iteration 17Q: 3 clusters Score -2638478 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2638637.250000 Penalty: 4921.076172
	Iteration 18Q: 3 clusters Score -2638637 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2638829.000000 Penalty: 4921.076172
	Iteration 19Q: 3 clusters Score -2638829 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2639087.250000 Penalty: 4921.076172
	Iteration 20F: 3 clusters Score -2639087 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2639422.500000 Penalty: 4921.076172
	Iteration 21Q: 3 clusters Score -2639422 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2639743.750000 Penalty: 4921.076172
	Iteration 22Q: 3 clusters Score -2639744 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2639998.000000 Penalty: 4921.076172
	Iteration 23Q: 3 clusters Score -2639998 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2640188.250000 Penalty: 4921.076172
	Iteration 24Q: 3 clusters Score -2640188 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2640333.500000 Penalty: 4921.076172
	Iteration 25Q: 3 clusters Score -2640334 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2640435.500000 Penalty: 4921.076172
	Iteration 26Q: 3 clusters Score -2640436 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2640516.000000 Penalty: 4921.076172
	Iteration 27Q: 3 clusters Score -2640516 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2640577.500000 Penalty: 4921.076172
	Iteration 28Q: 3 clusters Score -2640578 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2640629.500000 Penalty: 4921.076172
	Iteration 29Q: 3 clusters Score -2640630 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2640661.500000 Penalty: 4921.076172
	Iteration 30Q: 3 clusters Score -2640662 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2640700.750000 Penalty: 4921.076172
	Iteration 31Q: 3 clusters Score -2640701 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2640746.250000 Penalty: 4921.076172
	Iteration 32Q: 3 clusters Score -2640746 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2640772.500000 Penalty: 4921.076172
	Iteration 33Q: 3 clusters Score -2640772 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2640800.000000 Penalty: 4921.076172
	Iteration 34Q: 3 clusters Score -2640800 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2640841.750000 Penalty: 4921.076172
	Iteration 35Q: 3 clusters Score -2640842 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2640888.000000 Penalty: 4921.076172
	Iteration 36Q: 3 clusters Score -2640888 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2640928.000000 Penalty: 4921.076172
	Iteration 37Q: 3 clusters Score -2640928 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2640966.500000 Penalty: 4921.076172
	Iteration 38Q: 3 clusters Score -2640966 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2641007.750000 Penalty: 4921.076172
	Iteration 39Q: 3 clusters Score -2641008 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2641053.000000 Penalty: 4921.076172
	Iteration 40F: 3 clusters Score -2641053 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2641072.750000 Penalty: 4921.076172
	Iteration 41Q: 3 clusters Score -2641073 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2641095.750000 Penalty: 4921.076172
	Iteration 42Q: 3 clusters Score -2641096 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2641122.000000 Penalty: 4921.076172
	Iteration 43Q: 3 clusters Score -2641122 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2641147.000000 Penalty: 4921.076172
	Iteration 44Q: 3 clusters Score -2641147 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2641160.000000 Penalty: 4921.076172
	Iteration 45Q: 3 clusters Score -2641160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2641171.500000 Penalty: 4921.076172
	Iteration 46Q: 3 clusters Score -2641172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2641187.000000 Penalty: 4921.076172
	Iteration 47Q: 3 clusters Score -2641187 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2641203.000000 Penalty: 4921.076172
	Iteration 48Q: 3 clusters Score -2641203 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2641222.000000 Penalty: 4921.076172
	Iteration 49Q: 3 clusters Score -2641222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2641231.500000 Penalty: 4921.076172
	Iteration 50Q: 3 clusters Score -2641232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2641243.500000 Penalty: 4921.076172
	Iteration 51Q: 3 clusters Score -2641244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2641244.250000 Penalty: 4921.076172
	Iteration 52Q: 3 clusters Score -2641244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2641249.000000 Penalty: 4921.076172
	Iteration 53Q: 3 clusters Score -2641249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2641251.250000 Penalty: 4921.076172
	Iteration 54Q: 3 clusters Score -2641251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2641256.750000 Penalty: 4921.076172
	Iteration 55Q: 3 clusters Score -2641257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2641260.250000 Penalty: 4921.076172
	Iteration 56Q: 3 clusters Score -2641260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2641267.500000 Penalty: 4921.076172
	Iteration 57Q: 3 clusters Score -2641268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2641271.500000 Penalty: 4921.076172
	Iteration 58Q: 3 clusters Score -2641272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2641268.750000 Penalty: 4921.076172
	Iteration 59Q: 3 clusters Score -2641269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2641262.500000 Penalty: 4921.076172
	Iteration 60F: 3 clusters Score -2641262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2641265.000000 Penalty: 4921.076172
	Iteration 61Q: 3 clusters Score -2641265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2641264.750000 Penalty: 4921.076172
	Iteration 62Q: 3 clusters Score -2641265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2641262.750000 Penalty: 4921.076172
	Iteration 63Q: 3 clusters Score -2641263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2641266.250000 Penalty: 4921.076172
	Iteration 64Q: 3 clusters Score -2641266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2641263.750000 Penalty: 4921.076172
	Iteration 65Q: 3 clusters Score -2641264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2641267.500000 Penalty: 4921.076172
	Iteration 66Q: 3 clusters Score -2641268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2641267.250000 Penalty: 4921.076172
	Iteration 67Q: 3 clusters Score -2641267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2641265.250000 Penalty: 4921.076172
	Iteration 68Q: 3 clusters Score -2641265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2641265.250000 Penalty: 4921.076172
	Iteration 69Q: 3 clusters Score -2641265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2641267.000000 Penalty: 4921.076172
	Iteration 70Q: 3 clusters Score -2641267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2641267.500000 Penalty: 4921.076172
	Iteration 71Q: 3 clusters Score -2641268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2641270.750000 Penalty: 4921.076172
	Iteration 72Q: 3 clusters Score -2641271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2641266.500000 Penalty: 4921.076172
	Iteration 73Q: 3 clusters Score -2641266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2641268.000000 Penalty: 4921.076172
	Iteration 74Q: 3 clusters Score -2641268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2641269.250000 Penalty: 4921.076172
	Iteration 75Q: 3 clusters Score -2641269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2641267.750000 Penalty: 4921.076172
	Iteration 76Q: 3 clusters Score -2641268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2641267.750000 Penalty: 4921.076172
	Iteration 77F: 3 clusters Score -2641268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (125302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125302 members 
Entering Unmasked Estep 
Score: -16504290.000000 Penalty: 2911.143555
	Iteration 0F: 2 clusters Score -1.650429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -16420248.000000 Penalty: 5822.287109
	Iteration 0F: 3 clusters Score -1.642025e+07 nChanged 59808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63777 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -16455870.000000 Penalty: 5822.287109
	Iteration 1F: 3 clusters Score -1.645587e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64566 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -16457015.000000 Penalty: 5822.287109
	Iteration 2Q: 3 clusters Score -1.645702e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -16458402.000000 Penalty: 5822.287109
	Iteration 3Q: 3 clusters Score -1.64584e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67138 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -16459895.000000 Penalty: 5822.287109
	Iteration 4Q: 3 clusters Score -1.64599e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -16461881.000000 Penalty: 5822.287109
	Iteration 5Q: 3 clusters Score -1.646188e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71473 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -16464207.000000 Penalty: 5822.287109
	Iteration 6Q: 3 clusters Score -1.646421e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74265 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -16467223.000000 Penalty: 5822.287109
	Iteration 7Q: 3 clusters Score -1.646722e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -16470921.000000 Penalty: 5822.287109
	Iteration 8F: 3 clusters Score -1.647092e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80268 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -16474963.000000 Penalty: 5822.287109
	Iteration 9F: 3 clusters Score -1.647496e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82605 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -16478865.000000 Penalty: 5822.287109
	Iteration 10Q: 3 clusters Score -1.647886e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84378 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -16481792.000000 Penalty: 5822.287109
	Iteration 11Q: 3 clusters Score -1.648179e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85885 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -16483363.000000 Penalty: 5822.287109
	Iteration 12Q: 3 clusters Score -1.648336e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87384 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -16484424.000000 Penalty: 5822.287109
	Iteration 13Q: 3 clusters Score -1.648442e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -16485132.000000 Penalty: 5822.287109
	Iteration 14Q: 3 clusters Score -1.648513e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90714 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -16485645.000000 Penalty: 5822.287109
	Iteration 15Q: 3 clusters Score -1.648564e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92445 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -16486138.000000 Penalty: 5822.287109
	Iteration 16Q: 3 clusters Score -1.648614e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94150 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -16486603.000000 Penalty: 5822.287109
	Iteration 17Q: 3 clusters Score -1.64866e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95920 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -16487213.000000 Penalty: 5822.287109
	Iteration 18Q: 3 clusters Score -1.648721e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97744 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -16487849.000000 Penalty: 5822.287109
	Iteration 19Q: 3 clusters Score -1.648785e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99563 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -16488374.000000 Penalty: 5822.287109
	Iteration 20F: 3 clusters Score -1.648837e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101463 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -16488968.000000 Penalty: 5822.287109
	Iteration 21Q: 3 clusters Score -1.648897e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103410 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -16489763.000000 Penalty: 5822.287109
	Iteration 22Q: 3 clusters Score -1.648976e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105347 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -16490468.000000 Penalty: 5822.287109
	Iteration 23Q: 3 clusters Score -1.649047e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107262 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -16491226.000000 Penalty: 5822.287109
	Iteration 24Q: 3 clusters Score -1.649123e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -16492120.000000 Penalty: 5822.287109
	Iteration 25Q: 3 clusters Score -1.649212e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111175 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -16493158.000000 Penalty: 5822.287109
	Iteration 26Q: 3 clusters Score -1.649316e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113079 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -16494144.000000 Penalty: 5822.287109
	Iteration 27Q: 3 clusters Score -1.649414e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114885 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -16495242.000000 Penalty: 5822.287109
	Iteration 28Q: 3 clusters Score -1.649524e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116538 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -16496363.000000 Penalty: 5822.287109
	Iteration 29Q: 3 clusters Score -1.649636e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117968 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -16497319.000000 Penalty: 5822.287109
	Iteration 30Q: 3 clusters Score -1.649732e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119204 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -16498043.000000 Penalty: 5822.287109
	Iteration 31Q: 3 clusters Score -1.649804e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120290 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -16498712.000000 Penalty: 5822.287109
	Iteration 32Q: 3 clusters Score -1.649871e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121196 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -16499349.000000 Penalty: 5822.287109
	Iteration 33Q: 3 clusters Score -1.649935e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121994 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -16499856.000000 Penalty: 5822.287109
	Iteration 34Q: 3 clusters Score -1.649986e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122705 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -16500208.000000 Penalty: 5822.287109
	Iteration 35Q: 3 clusters Score -1.650021e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123277 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -16500620.000000 Penalty: 5822.287109
	Iteration 36Q: 3 clusters Score -1.650062e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123711 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -16500896.000000 Penalty: 5822.287109
	Iteration 37Q: 3 clusters Score -1.65009e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123997 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -16501094.000000 Penalty: 5822.287109
	Iteration 38Q: 3 clusters Score -1.650109e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124201 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -16501253.000000 Penalty: 5822.287109
	Iteration 39Q: 3 clusters Score -1.650125e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124349 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -16501387.000000 Penalty: 5822.287109
	Iteration 40F: 3 clusters Score -1.650139e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124449 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -16501435.000000 Penalty: 5822.287109
	Iteration 41Q: 3 clusters Score -1.650144e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124510 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -16501471.000000 Penalty: 5822.287109
	Iteration 42Q: 3 clusters Score -1.650147e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124563 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -16501500.000000 Penalty: 5822.287109
	Iteration 43Q: 3 clusters Score -1.65015e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124603 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -16501554.000000 Penalty: 5822.287109
	Iteration 44Q: 3 clusters Score -1.650155e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124639 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -16501585.000000 Penalty: 5822.287109
	Iteration 45Q: 3 clusters Score -1.650158e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124678 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -16501605.000000 Penalty: 5822.287109
	Iteration 46Q: 3 clusters Score -1.65016e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124702 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -16501609.000000 Penalty: 5822.287109
	Iteration 47Q: 3 clusters Score -1.650161e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124719 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -16501615.000000 Penalty: 5822.287109
	Iteration 48Q: 3 clusters Score -1.650162e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124734 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -16501626.000000 Penalty: 5822.287109
	Iteration 49Q: 3 clusters Score -1.650163e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124747 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -16501644.000000 Penalty: 5822.287109
	Iteration 50Q: 3 clusters Score -1.650164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124757 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -16501657.000000 Penalty: 5822.287109
	Iteration 51Q: 3 clusters Score -1.650166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124764 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -16501664.000000 Penalty: 5822.287109
	Iteration 52Q: 3 clusters Score -1.650166e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124777 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -16501669.000000 Penalty: 5822.287109
	Iteration 53Q: 3 clusters Score -1.650167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124781 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -16501673.000000 Penalty: 5822.287109
	Iteration 54Q: 3 clusters Score -1.650167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124786 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -16501679.000000 Penalty: 5822.287109
	Iteration 55Q: 3 clusters Score -1.650168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124794 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -16501685.000000 Penalty: 5822.287109
	Iteration 56Q: 3 clusters Score -1.650168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124800 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -16501699.000000 Penalty: 5822.287109
	Iteration 57Q: 3 clusters Score -1.65017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124803 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -16501697.000000 Penalty: 5822.287109
	Iteration 58Q: 3 clusters Score -1.65017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124806 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -16501705.000000 Penalty: 5822.287109
	Iteration 59Q: 3 clusters Score -1.65017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124807 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -16501703.000000 Penalty: 5822.287109
	Iteration 60F: 3 clusters Score -1.65017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -122428.781250 Penalty: 1734.267822
	Iteration 0F: 2 clusters Score -122428.8 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 565 members 
Entering Unmasked Estep 
Score: -120560.726562 Penalty: 3468.535645
	Iteration 0F: 3 clusters Score -120560.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -121382.039062 Penalty: 3468.535645
	Iteration 1F: 3 clusters Score -121382 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -122225.492188 Penalty: 3468.535645
	Iteration 2F: 3 clusters Score -122225.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -123213.937500 Penalty: 3468.535645
	Iteration 3F: 3 clusters Score -123213.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -123838.593750 Penalty: 3468.535645
	Iteration 4F: 3 clusters Score -123838.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -123913.187500 Penalty: 3468.535645
	Iteration 5Q: 3 clusters Score -123913.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -123926.921875 Penalty: 3468.535645
	Iteration 6Q: 3 clusters Score -123926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -123929.648438 Penalty: 3468.535645
	Iteration 7Q: 3 clusters Score -123929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -123931.789062 Penalty: 3468.535645
	Iteration 8Q: 3 clusters Score -123931.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -123936.296875 Penalty: 3468.535645
	Iteration 9Q: 3 clusters Score -123936.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -123937.773438 Penalty: 3468.535645
	Iteration 10Q: 3 clusters Score -123937.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -123937.773438 Penalty: 3468.535645
	Iteration 11F: 3 clusters Score -123937.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 125302 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 11346 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28520 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 46332 members 
Mstep: Class 9 contains 19391 members 
Mstep: Class 10 contains 27110 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 13 contains 5449 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 105520 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 13095 members 
Mstep: Class 19 contains 14192 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4436 members 
Mstep: Class 23 contains 36936 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 39026 members 
Mstep: Class 29 contains 409 members 
Entering Unmasked Estep 
Score: -73845024.000000 Penalty: 95436.296875
Splitting cluster 3 changes total score from -73845016.000000 to -73845024.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 4 (11346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Entering Unmasked Estep 
Score: -1378920.000000 Penalty: 2315.481934
	Iteration 0F: 2 clusters Score -1378920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1370549.250000 Penalty: 4630.963867
	Iteration 0F: 3 clusters Score -1370549 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1373862.375000 Penalty: 4630.963867
	Iteration 1F: 3 clusters Score -1373862 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1375038.125000 Penalty: 4630.963867
	Iteration 2F: 3 clusters Score -1375038 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1376170.500000 Penalty: 4630.963867
	Iteration 3F: 3 clusters Score -1376170 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1377052.250000 Penalty: 4630.963867
	Iteration 4F: 3 clusters Score -1377052 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1377553.500000 Penalty: 4630.963867
	Iteration 5F: 3 clusters Score -1377554 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1377859.875000 Penalty: 4630.963867
	Iteration 6Q: 3 clusters Score -1377860 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1378038.750000 Penalty: 4630.963867
	Iteration 7Q: 3 clusters Score -1378039 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1378145.750000 Penalty: 4630.963867
	Iteration 8Q: 3 clusters Score -1378146 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1378211.375000 Penalty: 4630.963867
	Iteration 9Q: 3 clusters Score -1378211 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1378259.750000 Penalty: 4630.963867
	Iteration 10Q: 3 clusters Score -1378260 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1378298.625000 Penalty: 4630.963867
	Iteration 11Q: 3 clusters Score -1378299 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1378320.000000 Penalty: 4630.963867
	Iteration 12Q: 3 clusters Score -1378320 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1378343.875000 Penalty: 4630.963867
	Iteration 13Q: 3 clusters Score -1378344 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1378360.250000 Penalty: 4630.963867
	Iteration 14Q: 3 clusters Score -1378360 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1378384.125000 Penalty: 4630.963867
	Iteration 15Q: 3 clusters Score -1378384 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1378398.125000 Penalty: 4630.963867
	Iteration 16Q: 3 clusters Score -1378398 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1378407.375000 Penalty: 4630.963867
	Iteration 17Q: 3 clusters Score -1378407 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1378416.875000 Penalty: 4630.963867
	Iteration 18Q: 3 clusters Score -1378417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1378424.750000 Penalty: 4630.963867
	Iteration 19Q: 3 clusters Score -1378425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1378431.625000 Penalty: 4630.963867
	Iteration 20F: 3 clusters Score -1378432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1378434.750000 Penalty: 4630.963867
	Iteration 21Q: 3 clusters Score -1378435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1378439.000000 Penalty: 4630.963867
	Iteration 22Q: 3 clusters Score -1378439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1378450.875000 Penalty: 4630.963867
	Iteration 23Q: 3 clusters Score -1378451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1378455.250000 Penalty: 4630.963867
	Iteration 24Q: 3 clusters Score -1378455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1378455.875000 Penalty: 4630.963867
	Iteration 25Q: 3 clusters Score -1378456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1378459.000000 Penalty: 4630.963867
	Iteration 26Q: 3 clusters Score -1378459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1378465.875000 Penalty: 4630.963867
	Iteration 27Q: 3 clusters Score -1378466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1378467.250000 Penalty: 4630.963867
	Iteration 28Q: 3 clusters Score -1378467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1378472.375000 Penalty: 4630.963867
	Iteration 29Q: 3 clusters Score -1378472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1378474.875000 Penalty: 4630.963867
	Iteration 30Q: 3 clusters Score -1378475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1378482.500000 Penalty: 4630.963867
	Iteration 31Q: 3 clusters Score -1378482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1378482.750000 Penalty: 4630.963867
	Iteration 32Q: 3 clusters Score -1378483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1378486.000000 Penalty: 4630.963867
	Iteration 33Q: 3 clusters Score -1378486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1378489.500000 Penalty: 4630.963867
	Iteration 34Q: 3 clusters Score -1378490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1378491.625000 Penalty: 4630.963867
	Iteration 35Q: 3 clusters Score -1378492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1378494.125000 Penalty: 4630.963867
	Iteration 36Q: 3 clusters Score -1378494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1378498.250000 Penalty: 4630.963867
	Iteration 37Q: 3 clusters Score -1378498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1378498.375000 Penalty: 4630.963867
	Iteration 38Q: 3 clusters Score -1378498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1378501.000000 Penalty: 4630.963867
	Iteration 39Q: 3 clusters Score -1378501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1378503.000000 Penalty: 4630.963867
	Iteration 40F: 3 clusters Score -1378503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1378506.375000 Penalty: 4630.963867
	Iteration 41Q: 3 clusters Score -1378506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1378505.750000 Penalty: 4630.963867
	Iteration 42Q: 3 clusters Score -1378506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1378504.875000 Penalty: 4630.963867
	Iteration 43Q: 3 clusters Score -1378505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1378506.875000 Penalty: 4630.963867
	Iteration 44Q: 3 clusters Score -1378507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1378510.000000 Penalty: 4630.963867
	Iteration 45Q: 3 clusters Score -1378510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1378511.750000 Penalty: 4630.963867
	Iteration 46Q: 3 clusters Score -1378512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1378513.125000 Penalty: 4630.963867
	Iteration 47Q: 3 clusters Score -1378513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1378512.500000 Penalty: 4630.963867
	Iteration 48Q: 3 clusters Score -1378512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1378514.000000 Penalty: 4630.963867
	Iteration 49Q: 3 clusters Score -1378514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1378514.250000 Penalty: 4630.963867
	Iteration 50Q: 3 clusters Score -1378514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1378518.875000 Penalty: 4630.963867
	Iteration 51Q: 3 clusters Score -1378519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1378521.750000 Penalty: 4630.963867
	Iteration 52Q: 3 clusters Score -1378522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1378525.125000 Penalty: 4630.963867
	Iteration 53Q: 3 clusters Score -1378525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1378524.375000 Penalty: 4630.963867
	Iteration 54Q: 3 clusters Score -1378524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1378526.500000 Penalty: 4630.963867
	Iteration 55Q: 3 clusters Score -1378526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1378525.875000 Penalty: 4630.963867
	Iteration 56Q: 3 clusters Score -1378526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1378527.000000 Penalty: 4630.963867
	Iteration 57Q: 3 clusters Score -1378527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1378530.750000 Penalty: 4630.963867
	Iteration 58Q: 3 clusters Score -1378531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1378536.500000 Penalty: 4630.963867
	Iteration 59Q: 3 clusters Score -1378536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1378540.875000 Penalty: 4630.963867
	Iteration 60F: 3 clusters Score -1378541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1378547.625000 Penalty: 4630.963867
	Iteration 61Q: 3 clusters Score -1378548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1378555.750000 Penalty: 4630.963867
	Iteration 62Q: 3 clusters Score -1378556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1378578.625000 Penalty: 4630.963867
	Iteration 63Q: 3 clusters Score -1378579 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1378592.750000 Penalty: 4630.963867
	Iteration 64Q: 3 clusters Score -1378593 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1378607.000000 Penalty: 4630.963867
	Iteration 65Q: 3 clusters Score -1378607 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1378624.000000 Penalty: 4630.963867
	Iteration 66Q: 3 clusters Score -1378624 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1378651.500000 Penalty: 4630.963867
	Iteration 67Q: 3 clusters Score -1378652 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1378682.250000 Penalty: 4630.963867
	Iteration 68Q: 3 clusters Score -1378682 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1378722.000000 Penalty: 4630.963867
	Iteration 69Q: 3 clusters Score -1378722 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1378772.000000 Penalty: 4630.963867
	Iteration 70Q: 3 clusters Score -1378772 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1378845.375000 Penalty: 4630.963867
	Iteration 71Q: 3 clusters Score -1378845 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1378952.500000 Penalty: 4630.963867
	Iteration 72Q: 3 clusters Score -1378952 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1379102.375000 Penalty: 4630.963867
	Iteration 73Q: 3 clusters Score -1379102 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1379262.875000 Penalty: 4630.963867
	Iteration 74Q: 3 clusters Score -1379263 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1379442.625000 Penalty: 4630.963867
	Iteration 75Q: 3 clusters Score -1379443 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1379594.250000 Penalty: 4630.963867
	Iteration 76Q: 3 clusters Score -1379594 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1379721.125000 Penalty: 4630.963867
	Iteration 77Q: 3 clusters Score -1379721 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1379797.250000 Penalty: 4630.963867
	Iteration 78Q: 3 clusters Score -1379797 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1379847.875000 Penalty: 4630.963867
	Iteration 79Q: 3 clusters Score -1379848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1379884.375000 Penalty: 4630.963867
	Iteration 80F: 3 clusters Score -1379884 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1379894.125000 Penalty: 4630.963867
	Iteration 81Q: 3 clusters Score -1379894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1379904.750000 Penalty: 4630.963867
	Iteration 82Q: 3 clusters Score -1379905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1379907.875000 Penalty: 4630.963867
	Iteration 83Q: 3 clusters Score -1379908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1379907.000000 Penalty: 4630.963867
	Iteration 84Q: 3 clusters Score -1379907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1379909.000000 Penalty: 4630.963867
	Iteration 85Q: 3 clusters Score -1379909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1379912.375000 Penalty: 4630.963867
	Iteration 86Q: 3 clusters Score -1379912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1379911.250000 Penalty: 4630.963867
	Iteration 87Q: 3 clusters Score -1379911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1379909.250000 Penalty: 4630.963867
	Iteration 88Q: 3 clusters Score -1379909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1379909.250000 Penalty: 4630.963867
	Iteration 89F: 3 clusters Score -1379909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 125302 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 28520 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 46332 members 
Mstep: Class 9 contains 19391 members 
Mstep: Class 10 contains 27110 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 13 contains 5449 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 105520 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 13095 members 
Mstep: Class 19 contains 14192 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4436 members 
Mstep: Class 23 contains 36936 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 39026 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 3349 members 
Entering Unmasked Estep 
Score: -73844952.000000 Penalty: 98727.203125
Splitting cluster 4 changes total score from -73845016.000000 to -73844952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -153726.796875 Penalty: 1789.014526
	Iteration 0F: 2 clusters Score -153726.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -151690.359375 Penalty: 3578.029053
	Iteration 0F: 3 clusters Score -151690.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -152869.625000 Penalty: 3578.029053
	Iteration 1F: 3 clusters Score -152869.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -153672.031250 Penalty: 3578.029053
	Iteration 2F: 3 clusters Score -153672 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -154180.875000 Penalty: 3578.029053
	Iteration 3F: 3 clusters Score -154180.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -154537.562500 Penalty: 3578.029053
	Iteration 4F: 3 clusters Score -154537.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -155175.015625 Penalty: 3578.029053
	Iteration 5F: 3 clusters Score -155175 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -155826.875000 Penalty: 3578.029053
	Iteration 6Q: 3 clusters Score -155826.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -156030.562500 Penalty: 3578.029053
	Iteration 7Q: 3 clusters Score -156030.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -156144.312500 Penalty: 3578.029053
	Iteration 8Q: 3 clusters Score -156144.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -156210.359375 Penalty: 3578.029053
	Iteration 9Q: 3 clusters Score -156210.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -156228.718750 Penalty: 3578.029053
	Iteration 10Q: 3 clusters Score -156228.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -156235.562500 Penalty: 3578.029053
	Iteration 11Q: 3 clusters Score -156235.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -156238.187500 Penalty: 3578.029053
	Iteration 12Q: 3 clusters Score -156238.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -156238.265625 Penalty: 3578.029053
	Iteration 13F: 3 clusters Score -156238.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -156239.812500 Penalty: 3578.029053
	Iteration 14Q: 3 clusters Score -156239.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -156240.109375 Penalty: 3578.029053
	Iteration 15Q: 3 clusters Score -156240.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -156240.109375 Penalty: 3578.029053
	Iteration 16F: 3 clusters Score -156240.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 125302 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 11346 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 28520 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 46332 members 
Mstep: Class 9 contains 19391 members 
Mstep: Class 10 contains 27110 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 13 contains 5449 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 105520 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 13095 members 
Mstep: Class 19 contains 14192 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4436 members 
Mstep: Class 23 contains 36936 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 39026 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 816 members 
Entering Unmasked Estep 
Score: -73846040.000000 Penalty: 98727.203125
Splitting cluster 5 changes total score from -73845016.000000 to -73846040.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 6 (28520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Entering Unmasked Estep 
Score: -3718139.750000 Penalty: 2544.073486
	Iteration 0F: 2 clusters Score -3718140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -3698557.250000 Penalty: 5088.146973
	Iteration 0F: 3 clusters Score -3698557 nChanged 12806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3705749.250000 Penalty: 5088.146973
	Iteration 1F: 3 clusters Score -3705749 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -3706746.250000 Penalty: 5088.146973
	Iteration 2F: 3 clusters Score -3706746 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3708330.000000 Penalty: 5088.146973
	Iteration 3F: 3 clusters Score -3708330 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -3710732.500000 Penalty: 5088.146973
	Iteration 4F: 3 clusters Score -3710732 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -3713375.000000 Penalty: 5088.146973
	Iteration 5F: 3 clusters Score -3713375 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3715269.750000 Penalty: 5088.146973
	Iteration 6F: 3 clusters Score -3715270 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -3716412.250000 Penalty: 5088.146973
	Iteration 7F: 3 clusters Score -3716412 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -3717125.750000 Penalty: 5088.146973
	Iteration 8Q: 3 clusters Score -3717126 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3717735.750000 Penalty: 5088.146973
	Iteration 9Q: 3 clusters Score -3717736 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3718167.500000 Penalty: 5088.146973
	Iteration 10Q: 3 clusters Score -3718168 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3718475.750000 Penalty: 5088.146973
	Iteration 11Q: 3 clusters Score -3718476 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3718701.750000 Penalty: 5088.146973
	Iteration 12Q: 3 clusters Score -3718702 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3718903.250000 Penalty: 5088.146973
	Iteration 13Q: 3 clusters Score -3718903 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3719069.250000 Penalty: 5088.146973
	Iteration 14Q: 3 clusters Score -3719069 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3719279.000000 Penalty: 5088.146973
	Iteration 15Q: 3 clusters Score -3719279 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3719525.500000 Penalty: 5088.146973
	Iteration 16Q: 3 clusters Score -3719526 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3719814.500000 Penalty: 5088.146973
	Iteration 17Q: 3 clusters Score -3719814 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3719900.250000 Penalty: 5088.146973
	Iteration 18Q: 3 clusters Score -3719900 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3719942.500000 Penalty: 5088.146973
	Iteration 19Q: 3 clusters Score -3719942 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3719960.250000 Penalty: 5088.146973
	Iteration 20F: 3 clusters Score -3719960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3719970.000000 Penalty: 5088.146973
	Iteration 21Q: 3 clusters Score -3719970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3719979.000000 Penalty: 5088.146973
	Iteration 22Q: 3 clusters Score -3719979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3719980.250000 Penalty: 5088.146973
	Iteration 23Q: 3 clusters Score -3719980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3719984.000000 Penalty: 5088.146973
	Iteration 24Q: 3 clusters Score -3719984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3719981.750000 Penalty: 5088.146973
	Iteration 25Q: 3 clusters Score -3719982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3719977.750000 Penalty: 5088.146973
	Iteration 26Q: 3 clusters Score -3719978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3719981.750000 Penalty: 5088.146973
	Iteration 27Q: 3 clusters Score -3719982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3719985.750000 Penalty: 5088.146973
	Iteration 28Q: 3 clusters Score -3719986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3719987.500000 Penalty: 5088.146973
	Iteration 29Q: 3 clusters Score -3719988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3719984.000000 Penalty: 5088.146973
	Iteration 30Q: 3 clusters Score -3719984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3719985.000000 Penalty: 5088.146973
	Iteration 31Q: 3 clusters Score -3719985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3719985.000000 Penalty: 5088.146973
	Iteration 32F: 3 clusters Score -3719985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 125302 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 11346 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 26554 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 46332 members 
Mstep: Class 9 contains 19391 members 
Mstep: Class 10 contains 27110 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 13 contains 5449 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 105520 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 13095 members 
Mstep: Class 19 contains 14192 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4436 members 
Mstep: Class 23 contains 36936 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 39026 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 816 members 
Mstep: Class 31 contains 1966 members 
Entering Unmasked Estep 
Score: -73847008.000000 Penalty: 102018.117188
Splitting cluster 6 changes total score from -73845016.000000 to -73847008.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 7 (21264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Entering Unmasked Estep 
Score: -2754140.000000 Penalty: 2471.263184
	Iteration 0F: 2 clusters Score -2754140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2739399.500000 Penalty: 4942.526367
	Iteration 0F: 3 clusters Score -2739400 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2744212.750000 Penalty: 4942.526367
	Iteration 1F: 3 clusters Score -2744213 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2744605.250000 Penalty: 4942.526367
	Iteration 2F: 3 clusters Score -2744605 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2744924.000000 Penalty: 4942.526367
	Iteration 3Q: 3 clusters Score -2744924 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2745272.750000 Penalty: 4942.526367
	Iteration 4Q: 3 clusters Score -2745273 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2745606.000000 Penalty: 4942.526367
	Iteration 5Q: 3 clusters Score -2745606 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2745986.750000 Penalty: 4942.526367
	Iteration 6Q: 3 clusters Score -2745987 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2746342.750000 Penalty: 4942.526367
	Iteration 7Q: 3 clusters Score -2746343 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2746766.000000 Penalty: 4942.526367
	Iteration 8Q: 3 clusters Score -2746766 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2747262.750000 Penalty: 4942.526367
	Iteration 9Q: 3 clusters Score -2747263 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2747809.500000 Penalty: 4942.526367
	Iteration 10Q: 3 clusters Score -2747810 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2748376.250000 Penalty: 4942.526367
	Iteration 11Q: 3 clusters Score -2748376 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2748867.750000 Penalty: 4942.526367
	Iteration 12Q: 3 clusters Score -2748868 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2749304.500000 Penalty: 4942.526367
	Iteration 13Q: 3 clusters Score -2749304 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2749607.750000 Penalty: 4942.526367
	Iteration 14Q: 3 clusters Score -2749608 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2749842.750000 Penalty: 4942.526367
	Iteration 15Q: 3 clusters Score -2749843 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2749974.500000 Penalty: 4942.526367
	Iteration 16Q: 3 clusters Score -2749974 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2750085.000000 Penalty: 4942.526367
	Iteration 17Q: 3 clusters Score -2750085 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2750153.000000 Penalty: 4942.526367
	Iteration 18Q: 3 clusters Score -2750153 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2750209.750000 Penalty: 4942.526367
	Iteration 19Q: 3 clusters Score -2750210 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2750253.500000 Penalty: 4942.526367
	Iteration 20F: 3 clusters Score -2750254 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2750273.250000 Penalty: 4942.526367
	Iteration 21Q: 3 clusters Score -2750273 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2750305.750000 Penalty: 4942.526367
	Iteration 22Q: 3 clusters Score -2750306 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2750335.500000 Penalty: 4942.526367
	Iteration 23Q: 3 clusters Score -2750336 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2750349.750000 Penalty: 4942.526367
	Iteration 24Q: 3 clusters Score -2750350 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2750362.500000 Penalty: 4942.526367
	Iteration 25Q: 3 clusters Score -2750362 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2750386.250000 Penalty: 4942.526367
	Iteration 26Q: 3 clusters Score -2750386 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2750400.750000 Penalty: 4942.526367
	Iteration 27Q: 3 clusters Score -2750401 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2750414.250000 Penalty: 4942.526367
	Iteration 28Q: 3 clusters Score -2750414 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2750424.250000 Penalty: 4942.526367
	Iteration 29Q: 3 clusters Score -2750424 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2750440.000000 Penalty: 4942.526367
	Iteration 30Q: 3 clusters Score -2750440 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2750452.250000 Penalty: 4942.526367
	Iteration 31Q: 3 clusters Score -2750452 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2750474.250000 Penalty: 4942.526367
	Iteration 32Q: 3 clusters Score -2750474 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2750475.750000 Penalty: 4942.526367
	Iteration 33Q: 3 clusters Score -2750476 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2750485.000000 Penalty: 4942.526367
	Iteration 34Q: 3 clusters Score -2750485 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2750480.500000 Penalty: 4942.526367
	Iteration 35Q: 3 clusters Score -2750480 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2750492.250000 Penalty: 4942.526367
	Iteration 36Q: 3 clusters Score -2750492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2750494.000000 Penalty: 4942.526367
	Iteration 37Q: 3 clusters Score -2750494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2750489.250000 Penalty: 4942.526367
	Iteration 38Q: 3 clusters Score -2750489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2750497.250000 Penalty: 4942.526367
	Iteration 39Q: 3 clusters Score -2750497 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2750504.250000 Penalty: 4942.526367
	Iteration 40F: 3 clusters Score -2750504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2750508.500000 Penalty: 4942.526367
	Iteration 41Q: 3 clusters Score -2750508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2750510.750000 Penalty: 4942.526367
	Iteration 42Q: 3 clusters Score -2750511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2750515.250000 Penalty: 4942.526367
	Iteration 43Q: 3 clusters Score -2750515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2750513.250000 Penalty: 4942.526367
	Iteration 44Q: 3 clusters Score -2750513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2750513.000000 Penalty: 4942.526367
	Iteration 45Q: 3 clusters Score -2750513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2750515.750000 Penalty: 4942.526367
	Iteration 46Q: 3 clusters Score -2750516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2750520.750000 Penalty: 4942.526367
	Iteration 47Q: 3 clusters Score -2750521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2750516.000000 Penalty: 4942.526367
	Iteration 48Q: 3 clusters Score -2750516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2750518.000000 Penalty: 4942.526367
	Iteration 49Q: 3 clusters Score -2750518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2750516.500000 Penalty: 4942.526367
	Iteration 50Q: 3 clusters Score -2750516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2750517.250000 Penalty: 4942.526367
	Iteration 51Q: 3 clusters Score -2750517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2750515.750000 Penalty: 4942.526367
	Iteration 52Q: 3 clusters Score -2750516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2750521.000000 Penalty: 4942.526367
	Iteration 53Q: 3 clusters Score -2750521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2750526.000000 Penalty: 4942.526367
	Iteration 54Q: 3 clusters Score -2750526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2750515.750000 Penalty: 4942.526367
	Iteration 55Q: 3 clusters Score -2750516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2750512.500000 Penalty: 4942.526367
	Iteration 56Q: 3 clusters Score -2750512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2750518.250000 Penalty: 4942.526367
	Iteration 57Q: 3 clusters Score -2750518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2750522.500000 Penalty: 4942.526367
	Iteration 58Q: 3 clusters Score -2750522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2750524.000000 Penalty: 4942.526367
	Iteration 59Q: 3 clusters Score -2750524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2750523.250000 Penalty: 4942.526367
	Iteration 60F: 3 clusters Score -2750523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2750522.250000 Penalty: 4942.526367
	Iteration 61Q: 3 clusters Score -2750522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2750521.500000 Penalty: 4942.526367
	Iteration 62Q: 3 clusters Score -2750522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2750520.500000 Penalty: 4942.526367
	Iteration 63Q: 3 clusters Score -2750520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2750522.250000 Penalty: 4942.526367
	Iteration 64Q: 3 clusters Score -2750522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2750522.250000 Penalty: 4942.526367
	Iteration 65F: 3 clusters Score -2750522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Entering Unmasked Estep 
Score: -6074825.500000 Penalty: 2664.409912
	Iteration 0F: 2 clusters Score -6074826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -6043440.500000 Penalty: 5328.819824
	Iteration 0F: 3 clusters Score -6043440 nChanged 21373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -6055108.500000 Penalty: 5328.819824
	Iteration 1F: 3 clusters Score -6055108 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -6055732.500000 Penalty: 5328.819824
	Iteration 2Q: 3 clusters Score -6055732 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -6056441.500000 Penalty: 5328.819824
	Iteration 3Q: 3 clusters Score -6056442 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -6057323.000000 Penalty: 5328.819824
	Iteration 4Q: 3 clusters Score -6057323 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -6058441.000000 Penalty: 5328.819824
	Iteration 5F: 3 clusters Score -6058441 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -6059864.000000 Penalty: 5328.819824
	Iteration 6F: 3 clusters Score -6059864 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -6061293.500000 Penalty: 5328.819824
	Iteration 7F: 3 clusters Score -6061294 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -6062738.000000 Penalty: 5328.819824
	Iteration 8F: 3 clusters Score -6062738 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -6064082.500000 Penalty: 5328.819824
	Iteration 9F: 3 clusters Score -6064082 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -6065358.500000 Penalty: 5328.819824
	Iteration 10Q: 3 clusters Score -6065358 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -6066480.000000 Penalty: 5328.819824
	Iteration 11Q: 3 clusters Score -6066480 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -6067516.000000 Penalty: 5328.819824
	Iteration 12Q: 3 clusters Score -6067516 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -6068526.500000 Penalty: 5328.819824
	Iteration 13Q: 3 clusters Score -6068526 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -6069526.000000 Penalty: 5328.819824
	Iteration 14Q: 3 clusters Score -6069526 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -6070431.500000 Penalty: 5328.819824
	Iteration 15Q: 3 clusters Score -6070432 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -6071173.000000 Penalty: 5328.819824
	Iteration 16Q: 3 clusters Score -6071173 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -6071711.000000 Penalty: 5328.819824
	Iteration 17Q: 3 clusters Score -6071711 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -6072024.000000 Penalty: 5328.819824
	Iteration 18Q: 3 clusters Score -6072024 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -6072209.000000 Penalty: 5328.819824
	Iteration 19Q: 3 clusters Score -6072209 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -6072341.000000 Penalty: 5328.819824
	Iteration 20F: 3 clusters Score -6072341 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -6072441.000000 Penalty: 5328.819824
	Iteration 21Q: 3 clusters Score -6072441 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -6072525.500000 Penalty: 5328.819824
	Iteration 22Q: 3 clusters Score -6072526 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -6072562.000000 Penalty: 5328.819824
	Iteration 23Q: 3 clusters Score -6072562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -6072588.000000 Penalty: 5328.819824
	Iteration 24Q: 3 clusters Score -6072588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -6072612.500000 Penalty: 5328.819824
	Iteration 25Q: 3 clusters Score -6072612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -6072622.000000 Penalty: 5328.819824
	Iteration 26Q: 3 clusters Score -6072622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -6072633.500000 Penalty: 5328.819824
	Iteration 27Q: 3 clusters Score -6072634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -6072638.000000 Penalty: 5328.819824
	Iteration 28Q: 3 clusters Score -6072638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -6072642.500000 Penalty: 5328.819824
	Iteration 29Q: 3 clusters Score -6072642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -6072649.000000 Penalty: 5328.819824
	Iteration 30Q: 3 clusters Score -6072649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -6072649.500000 Penalty: 5328.819824
	Iteration 31Q: 3 clusters Score -6072650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -6072651.000000 Penalty: 5328.819824
	Iteration 32Q: 3 clusters Score -6072651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -6072653.500000 Penalty: 5328.819824
	Iteration 33Q: 3 clusters Score -6072654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -6072650.000000 Penalty: 5328.819824
	Iteration 34Q: 3 clusters Score -6072650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -6072652.000000 Penalty: 5328.819824
	Iteration 35Q: 3 clusters Score -6072652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -6072657.500000 Penalty: 5328.819824
	Iteration 36Q: 3 clusters Score -6072658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -6072654.500000 Penalty: 5328.819824
	Iteration 37Q: 3 clusters Score -6072654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -6072657.500000 Penalty: 5328.819824
	Iteration 38Q: 3 clusters Score -6072658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -6072657.500000 Penalty: 5328.819824
	Iteration 39F: 3 clusters Score -6072658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Entering Unmasked Estep 
Score: -2521527.750000 Penalty: 2448.395996
	Iteration 0F: 2 clusters Score -2521528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2507758.750000 Penalty: 4896.791992
	Iteration 0F: 3 clusters Score -2507759 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2512435.250000 Penalty: 4896.791992
	Iteration 1F: 3 clusters Score -2512435 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2512852.250000 Penalty: 4896.791992
	Iteration 2F: 3 clusters Score -2512852 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2513215.750000 Penalty: 4896.791992
	Iteration 3Q: 3 clusters Score -2513216 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2513579.750000 Penalty: 4896.791992
	Iteration 4Q: 3 clusters Score -2513580 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2513930.500000 Penalty: 4896.791992
	Iteration 5Q: 3 clusters Score -2513930 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2514295.250000 Penalty: 4896.791992
	Iteration 6Q: 3 clusters Score -2514295 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2514664.250000 Penalty: 4896.791992
	Iteration 7Q: 3 clusters Score -2514664 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2514993.250000 Penalty: 4896.791992
	Iteration 8Q: 3 clusters Score -2514993 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2515296.500000 Penalty: 4896.791992
	Iteration 9Q: 3 clusters Score -2515296 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2515562.250000 Penalty: 4896.791992
	Iteration 10Q: 3 clusters Score -2515562 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2515777.750000 Penalty: 4896.791992
	Iteration 11Q: 3 clusters Score -2515778 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2516010.000000 Penalty: 4896.791992
	Iteration 12Q: 3 clusters Score -2516010 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2516241.250000 Penalty: 4896.791992
	Iteration 13Q: 3 clusters Score -2516241 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2516441.500000 Penalty: 4896.791992
	Iteration 14Q: 3 clusters Score -2516442 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2516641.750000 Penalty: 4896.791992
	Iteration 15Q: 3 clusters Score -2516642 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2516851.000000 Penalty: 4896.791992
	Iteration 16Q: 3 clusters Score -2516851 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2517056.250000 Penalty: 4896.791992
	Iteration 17Q: 3 clusters Score -2517056 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2517289.000000 Penalty: 4896.791992
	Iteration 18Q: 3 clusters Score -2517289 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2517522.500000 Penalty: 4896.791992
	Iteration 19Q: 3 clusters Score -2517522 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2517733.250000 Penalty: 4896.791992
	Iteration 20F: 3 clusters Score -2517733 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2518001.500000 Penalty: 4896.791992
	Iteration 21Q: 3 clusters Score -2518002 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2518306.500000 Penalty: 4896.791992
	Iteration 22Q: 3 clusters Score -2518306 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2518670.000000 Penalty: 4896.791992
	Iteration 23Q: 3 clusters Score -2518670 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2519117.750000 Penalty: 4896.791992
	Iteration 24Q: 3 clusters Score -2519118 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2519459.750000 Penalty: 4896.791992
	Iteration 25Q: 3 clusters Score -2519460 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2519612.750000 Penalty: 4896.791992
	Iteration 26Q: 3 clusters Score -2519613 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2519736.500000 Penalty: 4896.791992
	Iteration 27Q: 3 clusters Score -2519736 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2519825.250000 Penalty: 4896.791992
	Iteration 28Q: 3 clusters Score -2519825 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2519895.000000 Penalty: 4896.791992
	Iteration 29Q: 3 clusters Score -2519895 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2519939.000000 Penalty: 4896.791992
	Iteration 30Q: 3 clusters Score -2519939 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2519973.000000 Penalty: 4896.791992
	Iteration 31Q: 3 clusters Score -2519973 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2519994.250000 Penalty: 4896.791992
	Iteration 32Q: 3 clusters Score -2519994 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2520014.000000 Penalty: 4896.791992
	Iteration 33Q: 3 clusters Score -2520014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2520034.750000 Penalty: 4896.791992
	Iteration 34Q: 3 clusters Score -2520035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2520041.750000 Penalty: 4896.791992
	Iteration 35Q: 3 clusters Score -2520042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2520052.000000 Penalty: 4896.791992
	Iteration 36Q: 3 clusters Score -2520052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2520056.000000 Penalty: 4896.791992
	Iteration 37Q: 3 clusters Score -2520056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2520064.000000 Penalty: 4896.791992
	Iteration 38Q: 3 clusters Score -2520064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2520068.250000 Penalty: 4896.791992
	Iteration 39Q: 3 clusters Score -2520068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2520073.000000 Penalty: 4896.791992
	Iteration 40F: 3 clusters Score -2520073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2520073.250000 Penalty: 4896.791992
	Iteration 41Q: 3 clusters Score -2520073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2520077.250000 Penalty: 4896.791992
	Iteration 42Q: 3 clusters Score -2520077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2520081.500000 Penalty: 4896.791992
	Iteration 43Q: 3 clusters Score -2520082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2520083.500000 Penalty: 4896.791992
	Iteration 44Q: 3 clusters Score -2520084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2520084.250000 Penalty: 4896.791992
	Iteration 45Q: 3 clusters Score -2520084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2520083.500000 Penalty: 4896.791992
	Iteration 46Q: 3 clusters Score -2520084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2520081.500000 Penalty: 4896.791992
	Iteration 47Q: 3 clusters Score -2520082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2520086.500000 Penalty: 4896.791992
	Iteration 48Q: 3 clusters Score -2520086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2520087.000000 Penalty: 4896.791992
	Iteration 49Q: 3 clusters Score -2520087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2520085.000000 Penalty: 4896.791992
	Iteration 50Q: 3 clusters Score -2520085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2520085.500000 Penalty: 4896.791992
	Iteration 51Q: 3 clusters Score -2520086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2520085.250000 Penalty: 4896.791992
	Iteration 52Q: 3 clusters Score -2520085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2520083.250000 Penalty: 4896.791992
	Iteration 53Q: 3 clusters Score -2520083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2520088.750000 Penalty: 4896.791992
	Iteration 54Q: 3 clusters Score -2520089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2520088.500000 Penalty: 4896.791992
	Iteration 55Q: 3 clusters Score -2520088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2520088.500000 Penalty: 4896.791992
	Iteration 56F: 3 clusters Score -2520088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Entering Unmasked Estep 
Score: -3611543.750000 Penalty: 2531.499023
	Iteration 0F: 2 clusters Score -3611544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -3592892.500000 Penalty: 5062.998047
	Iteration 0F: 3 clusters Score -3592892 nChanged 12103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -3599599.500000 Penalty: 5062.998047
	Iteration 1F: 3 clusters Score -3599600 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3600491.750000 Penalty: 5062.998047
	Iteration 2F: 3 clusters Score -3600492 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -3601755.250000 Penalty: 5062.998047
	Iteration 3F: 3 clusters Score -3601755 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3603471.000000 Penalty: 5062.998047
	Iteration 4F: 3 clusters Score -3603471 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -3605398.500000 Penalty: 5062.998047
	Iteration 5F: 3 clusters Score -3605398 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3606944.500000 Penalty: 5062.998047
	Iteration 6F: 3 clusters Score -3606944 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -3607889.000000 Penalty: 5062.998047
	Iteration 7F: 3 clusters Score -3607889 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -3608347.000000 Penalty: 5062.998047
	Iteration 8Q: 3 clusters Score -3608347 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -3608515.500000 Penalty: 5062.998047
	Iteration 9Q: 3 clusters Score -3608516 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -3608579.500000 Penalty: 5062.998047
	Iteration 10Q: 3 clusters Score -3608580 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -3608613.250000 Penalty: 5062.998047
	Iteration 11Q: 3 clusters Score -3608613 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3608640.000000 Penalty: 5062.998047
	Iteration 12Q: 3 clusters Score -3608640 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -3608638.750000 Penalty: 5062.998047
	Iteration 13Q: 3 clusters Score -3608639 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -3608645.000000 Penalty: 5062.998047
	Iteration 14Q: 3 clusters Score -3608645 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -3608653.500000 Penalty: 5062.998047
	Iteration 15Q: 3 clusters Score -3608654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -3608655.250000 Penalty: 5062.998047
	Iteration 16Q: 3 clusters Score -3608655 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -3608659.000000 Penalty: 5062.998047
	Iteration 17Q: 3 clusters Score -3608659 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3608656.750000 Penalty: 5062.998047
	Iteration 18Q: 3 clusters Score -3608657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -3608655.250000 Penalty: 5062.998047
	Iteration 19Q: 3 clusters Score -3608655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -3608663.750000 Penalty: 5062.998047
	Iteration 20F: 3 clusters Score -3608664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -3608665.250000 Penalty: 5062.998047
	Iteration 21Q: 3 clusters Score -3608665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -3608663.500000 Penalty: 5062.998047
	Iteration 22Q: 3 clusters Score -3608664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -3608663.250000 Penalty: 5062.998047
	Iteration 23Q: 3 clusters Score -3608663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -3608663.000000 Penalty: 5062.998047
	Iteration 24Q: 3 clusters Score -3608663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -3608660.500000 Penalty: 5062.998047
	Iteration 25Q: 3 clusters Score -3608660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -3608657.000000 Penalty: 5062.998047
	Iteration 26Q: 3 clusters Score -3608657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -3608660.250000 Penalty: 5062.998047
	Iteration 27Q: 3 clusters Score -3608660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -3608652.750000 Penalty: 5062.998047
	Iteration 28Q: 3 clusters Score -3608653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -3608653.000000 Penalty: 5062.998047
	Iteration 29Q: 3 clusters Score -3608653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3608654.000000 Penalty: 5062.998047
	Iteration 30Q: 3 clusters Score -3608654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -3608659.250000 Penalty: 5062.998047
	Iteration 31Q: 3 clusters Score -3608659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3608660.500000 Penalty: 5062.998047
	Iteration 32Q: 3 clusters Score -3608660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -3608667.750000 Penalty: 5062.998047
	Iteration 33Q: 3 clusters Score -3608668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -3608667.750000 Penalty: 5062.998047
	Iteration 34Q: 3 clusters Score -3608668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3608673.250000 Penalty: 5062.998047
	Iteration 35Q: 3 clusters Score -3608673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -3608662.000000 Penalty: 5062.998047
	Iteration 36Q: 3 clusters Score -3608662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3608666.250000 Penalty: 5062.998047
	Iteration 37Q: 3 clusters Score -3608666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -3608667.000000 Penalty: 5062.998047
	Iteration 38Q: 3 clusters Score -3608667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -3608675.750000 Penalty: 5062.998047
	Iteration 39Q: 3 clusters Score -3608676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3608669.750000 Penalty: 5062.998047
	Iteration 40F: 3 clusters Score -3608670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3608676.500000 Penalty: 5062.998047
	Iteration 41Q: 3 clusters Score -3608676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -3608675.750000 Penalty: 5062.998047
	Iteration 42Q: 3 clusters Score -3608676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -3608679.500000 Penalty: 5062.998047
	Iteration 43Q: 3 clusters Score -3608680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -3608682.750000 Penalty: 5062.998047
	Iteration 44Q: 3 clusters Score -3608683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -3608676.000000 Penalty: 5062.998047
	Iteration 45Q: 3 clusters Score -3608676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -3608675.500000 Penalty: 5062.998047
	Iteration 46Q: 3 clusters Score -3608676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3608672.500000 Penalty: 5062.998047
	Iteration 47Q: 3 clusters Score -3608672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3608670.500000 Penalty: 5062.998047
	Iteration 48Q: 3 clusters Score -3608670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3608672.750000 Penalty: 5062.998047
	Iteration 49Q: 3 clusters Score -3608673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -3608672.000000 Penalty: 5062.998047
	Iteration 50Q: 3 clusters Score -3608672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -3608673.250000 Penalty: 5062.998047
	Iteration 51Q: 3 clusters Score -3608673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -3608680.500000 Penalty: 5062.998047
	Iteration 52Q: 3 clusters Score -3608680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -3608690.500000 Penalty: 5062.998047
	Iteration 53Q: 3 clusters Score -3608690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -3608687.750000 Penalty: 5062.998047
	Iteration 54Q: 3 clusters Score -3608688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -3608688.750000 Penalty: 5062.998047
	Iteration 55Q: 3 clusters Score -3608689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -3608687.500000 Penalty: 5062.998047
	Iteration 56Q: 3 clusters Score -3608688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3608692.750000 Penalty: 5062.998047
	Iteration 57Q: 3 clusters Score -3608693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -3608691.750000 Penalty: 5062.998047
	Iteration 58Q: 3 clusters Score -3608692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -3608694.500000 Penalty: 5062.998047
	Iteration 59Q: 3 clusters Score -3608694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3608690.750000 Penalty: 5062.998047
	Iteration 60F: 3 clusters Score -3608691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -3608699.000000 Penalty: 5062.998047
	Iteration 61Q: 3 clusters Score -3608699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -3608700.750000 Penalty: 5062.998047
	Iteration 62Q: 3 clusters Score -3608701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -3608700.500000 Penalty: 5062.998047
	Iteration 63Q: 3 clusters Score -3608700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -3608697.000000 Penalty: 5062.998047
	Iteration 64Q: 3 clusters Score -3608697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -3608698.500000 Penalty: 5062.998047
	Iteration 65Q: 3 clusters Score -3608698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -3608700.750000 Penalty: 5062.998047
	Iteration 66Q: 3 clusters Score -3608701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -3608697.750000 Penalty: 5062.998047
	Iteration 67Q: 3 clusters Score -3608698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3608701.500000 Penalty: 5062.998047
	Iteration 68Q: 3 clusters Score -3608702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3608695.500000 Penalty: 5062.998047
	Iteration 69Q: 3 clusters Score -3608696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3608698.250000 Penalty: 5062.998047
	Iteration 70Q: 3 clusters Score -3608698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -3608697.250000 Penalty: 5062.998047
	Iteration 71Q: 3 clusters Score -3608697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -3608700.500000 Penalty: 5062.998047
	Iteration 72Q: 3 clusters Score -3608700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -3608697.250000 Penalty: 5062.998047
	Iteration 73Q: 3 clusters Score -3608697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -3608702.750000 Penalty: 5062.998047
	Iteration 74Q: 3 clusters Score -3608703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -3608705.000000 Penalty: 5062.998047
	Iteration 75Q: 3 clusters Score -3608705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -3608708.500000 Penalty: 5062.998047
	Iteration 76Q: 3 clusters Score -3608708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -3608707.500000 Penalty: 5062.998047
	Iteration 77Q: 3 clusters Score -3608708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -3608702.250000 Penalty: 5062.998047
	Iteration 78Q: 3 clusters Score -3608702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -3608700.000000 Penalty: 5062.998047
	Iteration 79Q: 3 clusters Score -3608700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -3608701.500000 Penalty: 5062.998047
	Iteration 80F: 3 clusters Score -3608702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3608697.500000 Penalty: 5062.998047
	Iteration 81Q: 3 clusters Score -3608698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3608700.250000 Penalty: 5062.998047
	Iteration 82Q: 3 clusters Score -3608700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -3608700.750000 Penalty: 5062.998047
	Iteration 83Q: 3 clusters Score -3608701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -3608700.750000 Penalty: 5062.998047
	Iteration 84F: 3 clusters Score -3608701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -65582.750000 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -65582.75 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 301 members 
Entering Unmasked Estep 
Score: -64020.605469 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -64020.61 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64322.429688 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -64322.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64508.660156 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -64508.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64602.289062 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -64602.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64832.808594 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -64832.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -65058.371094 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -65058.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -65149.375000 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -65149.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65237.222656 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -65237.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -65295.359375 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -65295.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65344.207031 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -65344.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65383.273438 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -65383.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -65395.289062 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -65395.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -65406.089844 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -65406.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -65411.929688 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -65411.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -65416.343750 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -65416.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -65416.343750 Penalty: 3173.703125
	Iteration 15F: 3 clusters Score -65416.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Entering Unmasked Estep 
Score: -2920388.750000 Penalty: 2487.327881
	Iteration 0F: 2 clusters Score -2920389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2904819.250000 Penalty: 4974.655762
	Iteration 0F: 3 clusters Score -2904819 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2910066.750000 Penalty: 4974.655762
	Iteration 1F: 3 clusters Score -2910067 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2910566.250000 Penalty: 4974.655762
	Iteration 2F: 3 clusters Score -2910566 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2911032.250000 Penalty: 4974.655762
	Iteration 3Q: 3 clusters Score -2911032 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2911486.750000 Penalty: 4974.655762
	Iteration 4Q: 3 clusters Score -2911487 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2911960.250000 Penalty: 4974.655762
	Iteration 5Q: 3 clusters Score -2911960 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2912500.500000 Penalty: 4974.655762
	Iteration 6Q: 3 clusters Score -2912500 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2913064.750000 Penalty: 4974.655762
	Iteration 7Q: 3 clusters Score -2913065 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2913754.000000 Penalty: 4974.655762
	Iteration 8Q: 3 clusters Score -2913754 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2914541.000000 Penalty: 4974.655762
	Iteration 9F: 3 clusters Score -2914541 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2915250.250000 Penalty: 4974.655762
	Iteration 10F: 3 clusters Score -2915250 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2915795.500000 Penalty: 4974.655762
	Iteration 11Q: 3 clusters Score -2915796 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2916243.500000 Penalty: 4974.655762
	Iteration 12Q: 3 clusters Score -2916244 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2916607.500000 Penalty: 4974.655762
	Iteration 13Q: 3 clusters Score -2916608 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2916962.750000 Penalty: 4974.655762
	Iteration 14Q: 3 clusters Score -2916963 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2917291.500000 Penalty: 4974.655762
	Iteration 15Q: 3 clusters Score -2917292 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2917601.000000 Penalty: 4974.655762
	Iteration 16Q: 3 clusters Score -2917601 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2917897.000000 Penalty: 4974.655762
	Iteration 17Q: 3 clusters Score -2917897 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2918183.000000 Penalty: 4974.655762
	Iteration 18Q: 3 clusters Score -2918183 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2918440.750000 Penalty: 4974.655762
	Iteration 19Q: 3 clusters Score -2918441 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2918685.250000 Penalty: 4974.655762
	Iteration 20F: 3 clusters Score -2918685 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2918887.000000 Penalty: 4974.655762
	Iteration 21Q: 3 clusters Score -2918887 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2919065.000000 Penalty: 4974.655762
	Iteration 22Q: 3 clusters Score -2919065 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2919172.750000 Penalty: 4974.655762
	Iteration 23Q: 3 clusters Score -2919173 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2919251.750000 Penalty: 4974.655762
	Iteration 24Q: 3 clusters Score -2919252 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2919295.500000 Penalty: 4974.655762
	Iteration 25Q: 3 clusters Score -2919296 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2919327.500000 Penalty: 4974.655762
	Iteration 26Q: 3 clusters Score -2919328 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2919358.250000 Penalty: 4974.655762
	Iteration 27Q: 3 clusters Score -2919358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2919377.000000 Penalty: 4974.655762
	Iteration 28Q: 3 clusters Score -2919377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2919387.750000 Penalty: 4974.655762
	Iteration 29Q: 3 clusters Score -2919388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2919398.500000 Penalty: 4974.655762
	Iteration 30Q: 3 clusters Score -2919398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2919409.250000 Penalty: 4974.655762
	Iteration 31Q: 3 clusters Score -2919409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2919412.000000 Penalty: 4974.655762
	Iteration 32Q: 3 clusters Score -2919412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2919415.000000 Penalty: 4974.655762
	Iteration 33Q: 3 clusters Score -2919415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2919422.250000 Penalty: 4974.655762
	Iteration 34Q: 3 clusters Score -2919422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2919434.250000 Penalty: 4974.655762
	Iteration 35Q: 3 clusters Score -2919434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2919437.250000 Penalty: 4974.655762
	Iteration 36Q: 3 clusters Score -2919437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2919436.500000 Penalty: 4974.655762
	Iteration 37Q: 3 clusters Score -2919436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2919436.000000 Penalty: 4974.655762
	Iteration 38Q: 3 clusters Score -2919436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2919438.750000 Penalty: 4974.655762
	Iteration 39Q: 3 clusters Score -2919439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2919437.250000 Penalty: 4974.655762
	Iteration 40F: 3 clusters Score -2919437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2919439.250000 Penalty: 4974.655762
	Iteration 41Q: 3 clusters Score -2919439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2919442.250000 Penalty: 4974.655762
	Iteration 42Q: 3 clusters Score -2919442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2919438.250000 Penalty: 4974.655762
	Iteration 43Q: 3 clusters Score -2919438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2919438.500000 Penalty: 4974.655762
	Iteration 44Q: 3 clusters Score -2919438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2919438.250000 Penalty: 4974.655762
	Iteration 45Q: 3 clusters Score -2919438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2919441.250000 Penalty: 4974.655762
	Iteration 46Q: 3 clusters Score -2919441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2919445.000000 Penalty: 4974.655762
	Iteration 47Q: 3 clusters Score -2919445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2919442.000000 Penalty: 4974.655762
	Iteration 48Q: 3 clusters Score -2919442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2919442.000000 Penalty: 4974.655762
	Iteration 49Q: 3 clusters Score -2919442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2919442.000000 Penalty: 4974.655762
	Iteration 50Q: 3 clusters Score -2919442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2919441.750000 Penalty: 4974.655762
	Iteration 51Q: 3 clusters Score -2919442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2919440.250000 Penalty: 4974.655762
	Iteration 52Q: 3 clusters Score -2919440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2919439.750000 Penalty: 4974.655762
	Iteration 53Q: 3 clusters Score -2919440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2919439.000000 Penalty: 4974.655762
	Iteration 54Q: 3 clusters Score -2919439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2919439.750000 Penalty: 4974.655762
	Iteration 55Q: 3 clusters Score -2919440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2919439.750000 Penalty: 4974.655762
	Iteration 56Q: 3 clusters Score -2919440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2919442.000000 Penalty: 4974.655762
	Iteration 57Q: 3 clusters Score -2919442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2919442.000000 Penalty: 4974.655762
	Iteration 58F: 3 clusters Score -2919442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Entering Unmasked Estep 
Score: -713702.187500 Penalty: 2133.590576
	Iteration 0F: 2 clusters Score -713702.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -708917.812500 Penalty: 4267.181152
	Iteration 0F: 3 clusters Score -708917.8 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -710131.625000 Penalty: 4267.181152
	Iteration 1F: 3 clusters Score -710131.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -710376.687500 Penalty: 4267.181152
	Iteration 2F: 3 clusters Score -710376.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -710570.687500 Penalty: 4267.181152
	Iteration 3F: 3 clusters Score -710570.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -710720.312500 Penalty: 4267.181152
	Iteration 4Q: 3 clusters Score -710720.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -710886.250000 Penalty: 4267.181152
	Iteration 5Q: 3 clusters Score -710886.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -711056.875000 Penalty: 4267.181152
	Iteration 6Q: 3 clusters Score -711056.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -711214.625000 Penalty: 4267.181152
	Iteration 7Q: 3 clusters Score -711214.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -711342.875000 Penalty: 4267.181152
	Iteration 8Q: 3 clusters Score -711342.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -711467.187500 Penalty: 4267.181152
	Iteration 9Q: 3 clusters Score -711467.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -711588.875000 Penalty: 4267.181152
	Iteration 10Q: 3 clusters Score -711588.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -711715.875000 Penalty: 4267.181152
	Iteration 11Q: 3 clusters Score -711715.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -711833.000000 Penalty: 4267.181152
	Iteration 12Q: 3 clusters Score -711833 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -711941.437500 Penalty: 4267.181152
	Iteration 13Q: 3 clusters Score -711941.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -712032.625000 Penalty: 4267.181152
	Iteration 14Q: 3 clusters Score -712032.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -712134.937500 Penalty: 4267.181152
	Iteration 15Q: 3 clusters Score -712134.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -712231.375000 Penalty: 4267.181152
	Iteration 16Q: 3 clusters Score -712231.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -712308.375000 Penalty: 4267.181152
	Iteration 17Q: 3 clusters Score -712308.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -712391.312500 Penalty: 4267.181152
	Iteration 18Q: 3 clusters Score -712391.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -712473.687500 Penalty: 4267.181152
	Iteration 19Q: 3 clusters Score -712473.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -712558.125000 Penalty: 4267.181152
	Iteration 20F: 3 clusters Score -712558.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -712628.000000 Penalty: 4267.181152
	Iteration 21Q: 3 clusters Score -712628 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -712667.625000 Penalty: 4267.181152
	Iteration 22Q: 3 clusters Score -712667.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -712688.562500 Penalty: 4267.181152
	Iteration 23Q: 3 clusters Score -712688.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -712709.812500 Penalty: 4267.181152
	Iteration 24Q: 3 clusters Score -712709.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -712722.312500 Penalty: 4267.181152
	Iteration 25Q: 3 clusters Score -712722.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -712733.312500 Penalty: 4267.181152
	Iteration 26Q: 3 clusters Score -712733.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -712737.500000 Penalty: 4267.181152
	Iteration 27Q: 3 clusters Score -712737.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -712742.875000 Penalty: 4267.181152
	Iteration 28Q: 3 clusters Score -712742.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -712748.062500 Penalty: 4267.181152
	Iteration 29Q: 3 clusters Score -712748.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -712751.687500 Penalty: 4267.181152
	Iteration 30Q: 3 clusters Score -712751.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -712756.187500 Penalty: 4267.181152
	Iteration 31Q: 3 clusters Score -712756.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -712759.687500 Penalty: 4267.181152
	Iteration 32Q: 3 clusters Score -712759.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -712760.625000 Penalty: 4267.181152
	Iteration 33Q: 3 clusters Score -712760.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -712762.750000 Penalty: 4267.181152
	Iteration 34Q: 3 clusters Score -712762.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -712764.875000 Penalty: 4267.181152
	Iteration 35Q: 3 clusters Score -712764.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -712768.187500 Penalty: 4267.181152
	Iteration 36Q: 3 clusters Score -712768.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -712767.500000 Penalty: 4267.181152
	Iteration 37Q: 3 clusters Score -712767.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -712767.375000 Penalty: 4267.181152
	Iteration 38Q: 3 clusters Score -712767.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -712768.812500 Penalty: 4267.181152
	Iteration 39Q: 3 clusters Score -712768.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -712769.812500 Penalty: 4267.181152
	Iteration 40F: 3 clusters Score -712769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -712770.000000 Penalty: 4267.181152
	Iteration 41Q: 3 clusters Score -712770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -712771.125000 Penalty: 4267.181152
	Iteration 42Q: 3 clusters Score -712771.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -712771.750000 Penalty: 4267.181152
	Iteration 43Q: 3 clusters Score -712771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -712771.750000 Penalty: 4267.181152
	Iteration 44F: 3 clusters Score -712771.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Entering Unmasked Estep 
Score: -1481343.125000 Penalty: 2323.440186
	Iteration 0F: 2 clusters Score -1481343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1472599.750000 Penalty: 4646.880371
	Iteration 0F: 3 clusters Score -1472600 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1475265.875000 Penalty: 4646.880371
	Iteration 1F: 3 clusters Score -1475266 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1475696.500000 Penalty: 4646.880371
	Iteration 2F: 3 clusters Score -1475696 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1476055.500000 Penalty: 4646.880371
	Iteration 3F: 3 clusters Score -1476056 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1476345.375000 Penalty: 4646.880371
	Iteration 4F: 3 clusters Score -1476345 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1476582.875000 Penalty: 4646.880371
	Iteration 5Q: 3 clusters Score -1476583 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1476783.250000 Penalty: 4646.880371
	Iteration 6Q: 3 clusters Score -1476783 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1476963.750000 Penalty: 4646.880371
	Iteration 7Q: 3 clusters Score -1476964 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1477127.125000 Penalty: 4646.880371
	Iteration 8Q: 3 clusters Score -1477127 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1477249.625000 Penalty: 4646.880371
	Iteration 9Q: 3 clusters Score -1477250 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1477352.750000 Penalty: 4646.880371
	Iteration 10Q: 3 clusters Score -1477353 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1477454.375000 Penalty: 4646.880371
	Iteration 11Q: 3 clusters Score -1477454 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1477557.000000 Penalty: 4646.880371
	Iteration 12Q: 3 clusters Score -1477557 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1477659.875000 Penalty: 4646.880371
	Iteration 13Q: 3 clusters Score -1477660 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1477763.500000 Penalty: 4646.880371
	Iteration 14Q: 3 clusters Score -1477764 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1477863.125000 Penalty: 4646.880371
	Iteration 15Q: 3 clusters Score -1477863 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1477957.875000 Penalty: 4646.880371
	Iteration 16Q: 3 clusters Score -1477958 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1478029.625000 Penalty: 4646.880371
	Iteration 17Q: 3 clusters Score -1478030 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1478079.500000 Penalty: 4646.880371
	Iteration 18Q: 3 clusters Score -1478080 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1478128.250000 Penalty: 4646.880371
	Iteration 19Q: 3 clusters Score -1478128 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1478173.625000 Penalty: 4646.880371
	Iteration 20F: 3 clusters Score -1478174 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1478221.000000 Penalty: 4646.880371
	Iteration 21Q: 3 clusters Score -1478221 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1478273.000000 Penalty: 4646.880371
	Iteration 22Q: 3 clusters Score -1478273 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1478331.750000 Penalty: 4646.880371
	Iteration 23Q: 3 clusters Score -1478332 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1478389.625000 Penalty: 4646.880371
	Iteration 24Q: 3 clusters Score -1478390 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1478457.750000 Penalty: 4646.880371
	Iteration 25Q: 3 clusters Score -1478458 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1478519.000000 Penalty: 4646.880371
	Iteration 26Q: 3 clusters Score -1478519 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1478580.375000 Penalty: 4646.880371
	Iteration 27Q: 3 clusters Score -1478580 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1478640.125000 Penalty: 4646.880371
	Iteration 28Q: 3 clusters Score -1478640 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1478683.875000 Penalty: 4646.880371
	Iteration 29Q: 3 clusters Score -1478684 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1478714.750000 Penalty: 4646.880371
	Iteration 30Q: 3 clusters Score -1478715 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1478735.500000 Penalty: 4646.880371
	Iteration 31Q: 3 clusters Score -1478736 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1478766.750000 Penalty: 4646.880371
	Iteration 32Q: 3 clusters Score -1478767 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1478791.500000 Penalty: 4646.880371
	Iteration 33Q: 3 clusters Score -1478792 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1478818.500000 Penalty: 4646.880371
	Iteration 34Q: 3 clusters Score -1478818 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1478841.625000 Penalty: 4646.880371
	Iteration 35Q: 3 clusters Score -1478842 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1478859.750000 Penalty: 4646.880371
	Iteration 36Q: 3 clusters Score -1478860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1478883.125000 Penalty: 4646.880371
	Iteration 37Q: 3 clusters Score -1478883 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1478912.000000 Penalty: 4646.880371
	Iteration 38Q: 3 clusters Score -1478912 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1478940.625000 Penalty: 4646.880371
	Iteration 39Q: 3 clusters Score -1478941 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1478969.875000 Penalty: 4646.880371
	Iteration 40F: 3 clusters Score -1478970 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1478996.375000 Penalty: 4646.880371
	Iteration 41Q: 3 clusters Score -1478996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1479014.750000 Penalty: 4646.880371
	Iteration 42Q: 3 clusters Score -1479015 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1479029.250000 Penalty: 4646.880371
	Iteration 43Q: 3 clusters Score -1479029 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1479052.875000 Penalty: 4646.880371
	Iteration 44Q: 3 clusters Score -1479053 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1479080.125000 Penalty: 4646.880371
	Iteration 45Q: 3 clusters Score -1479080 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1479104.625000 Penalty: 4646.880371
	Iteration 46Q: 3 clusters Score -1479105 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1479123.000000 Penalty: 4646.880371
	Iteration 47Q: 3 clusters Score -1479123 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1479138.625000 Penalty: 4646.880371
	Iteration 48Q: 3 clusters Score -1479139 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1479158.125000 Penalty: 4646.880371
	Iteration 49Q: 3 clusters Score -1479158 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1479166.000000 Penalty: 4646.880371
	Iteration 50Q: 3 clusters Score -1479166 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1479190.375000 Penalty: 4646.880371
	Iteration 51Q: 3 clusters Score -1479190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1479202.000000 Penalty: 4646.880371
	Iteration 52Q: 3 clusters Score -1479202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1479220.750000 Penalty: 4646.880371
	Iteration 53Q: 3 clusters Score -1479221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1479231.375000 Penalty: 4646.880371
	Iteration 54Q: 3 clusters Score -1479231 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1479244.375000 Penalty: 4646.880371
	Iteration 55Q: 3 clusters Score -1479244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1479260.000000 Penalty: 4646.880371
	Iteration 56Q: 3 clusters Score -1479260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1479273.750000 Penalty: 4646.880371
	Iteration 57Q: 3 clusters Score -1479274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1479288.125000 Penalty: 4646.880371
	Iteration 58Q: 3 clusters Score -1479288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1479297.750000 Penalty: 4646.880371
	Iteration 59Q: 3 clusters Score -1479298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1479307.625000 Penalty: 4646.880371
	Iteration 60F: 3 clusters Score -1479308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1479318.250000 Penalty: 4646.880371
	Iteration 61Q: 3 clusters Score -1479318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1479332.500000 Penalty: 4646.880371
	Iteration 62Q: 3 clusters Score -1479332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1479349.125000 Penalty: 4646.880371
	Iteration 63Q: 3 clusters Score -1479349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1479359.000000 Penalty: 4646.880371
	Iteration 64Q: 3 clusters Score -1479359 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1479370.375000 Penalty: 4646.880371
	Iteration 65Q: 3 clusters Score -1479370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1479382.625000 Penalty: 4646.880371
	Iteration 66Q: 3 clusters Score -1479383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1479390.500000 Penalty: 4646.880371
	Iteration 67Q: 3 clusters Score -1479390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1479402.125000 Penalty: 4646.880371
	Iteration 68Q: 3 clusters Score -1479402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1479406.500000 Penalty: 4646.880371
	Iteration 69Q: 3 clusters Score -1479406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1479416.500000 Penalty: 4646.880371
	Iteration 70Q: 3 clusters Score -1479416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1479422.000000 Penalty: 4646.880371
	Iteration 71Q: 3 clusters Score -1479422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1479426.750000 Penalty: 4646.880371
	Iteration 72Q: 3 clusters Score -1479427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1479428.125000 Penalty: 4646.880371
	Iteration 73Q: 3 clusters Score -1479428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1479432.125000 Penalty: 4646.880371
	Iteration 74Q: 3 clusters Score -1479432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1479436.500000 Penalty: 4646.880371
	Iteration 75Q: 3 clusters Score -1479436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1479444.000000 Penalty: 4646.880371
	Iteration 76Q: 3 clusters Score -1479444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1479450.250000 Penalty: 4646.880371
	Iteration 77Q: 3 clusters Score -1479450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1479451.500000 Penalty: 4646.880371
	Iteration 78Q: 3 clusters Score -1479452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1479457.375000 Penalty: 4646.880371
	Iteration 79Q: 3 clusters Score -1479457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1479463.375000 Penalty: 4646.880371
	Iteration 80F: 3 clusters Score -1479463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1479462.250000 Penalty: 4646.880371
	Iteration 81Q: 3 clusters Score -1479462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1479467.750000 Penalty: 4646.880371
	Iteration 82Q: 3 clusters Score -1479468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1479471.125000 Penalty: 4646.880371
	Iteration 83Q: 3 clusters Score -1479471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1479476.000000 Penalty: 4646.880371
	Iteration 84Q: 3 clusters Score -1479476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1479480.125000 Penalty: 4646.880371
	Iteration 85Q: 3 clusters Score -1479480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1479483.250000 Penalty: 4646.880371
	Iteration 86Q: 3 clusters Score -1479483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1479491.500000 Penalty: 4646.880371
	Iteration 87Q: 3 clusters Score -1479492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1479497.250000 Penalty: 4646.880371
	Iteration 88Q: 3 clusters Score -1479497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1479508.500000 Penalty: 4646.880371
	Iteration 89Q: 3 clusters Score -1479508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1479518.375000 Penalty: 4646.880371
	Iteration 90Q: 3 clusters Score -1479518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1479521.250000 Penalty: 4646.880371
	Iteration 91Q: 3 clusters Score -1479521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1479528.000000 Penalty: 4646.880371
	Iteration 92Q: 3 clusters Score -1479528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1479535.375000 Penalty: 4646.880371
	Iteration 93Q: 3 clusters Score -1479535 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1479543.375000 Penalty: 4646.880371
	Iteration 94Q: 3 clusters Score -1479543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1479551.625000 Penalty: 4646.880371
	Iteration 95Q: 3 clusters Score -1479552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1479560.625000 Penalty: 4646.880371
	Iteration 96Q: 3 clusters Score -1479561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1479565.000000 Penalty: 4646.880371
	Iteration 97Q: 3 clusters Score -1479565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1479564.875000 Penalty: 4646.880371
	Iteration 98Q: 3 clusters Score -1479565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1479563.875000 Penalty: 4646.880371
	Iteration 99Q: 3 clusters Score -1479564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1479562.625000 Penalty: 4646.880371
	Iteration 100F: 3 clusters Score -1479563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1479562.750000 Penalty: 4646.880371
	Iteration 101Q: 3 clusters Score -1479563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1479564.500000 Penalty: 4646.880371
	Iteration 102Q: 3 clusters Score -1479564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1479568.125000 Penalty: 4646.880371
	Iteration 103Q: 3 clusters Score -1479568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1479566.625000 Penalty: 4646.880371
	Iteration 104Q: 3 clusters Score -1479567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1479571.375000 Penalty: 4646.880371
	Iteration 105Q: 3 clusters Score -1479571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1479570.000000 Penalty: 4646.880371
	Iteration 106Q: 3 clusters Score -1479570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1479573.750000 Penalty: 4646.880371
	Iteration 107Q: 3 clusters Score -1479574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1479576.375000 Penalty: 4646.880371
	Iteration 108Q: 3 clusters Score -1479576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1479576.375000 Penalty: 4646.880371
	Iteration 109Q: 3 clusters Score -1479576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1479576.500000 Penalty: 4646.880371
	Iteration 110Q: 3 clusters Score -1479576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1479579.375000 Penalty: 4646.880371
	Iteration 111Q: 3 clusters Score -1479579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1479578.875000 Penalty: 4646.880371
	Iteration 112Q: 3 clusters Score -1479579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1479578.875000 Penalty: 4646.880371
	Iteration 113F: 3 clusters Score -1479579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (105520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105520 members 
Entering Unmasked Estep 
Score: -13844845.000000 Penalty: 2868.530762
	Iteration 0F: 2 clusters Score -1.384484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -13774312.000000 Penalty: 5737.061523
	Iteration 0F: 3 clusters Score -1.377431e+07 nChanged 49783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -13802576.000000 Penalty: 5737.061523
	Iteration 1F: 3 clusters Score -1.380258e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -13803426.000000 Penalty: 5737.061523
	Iteration 2Q: 3 clusters Score -1.380343e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -13804480.000000 Penalty: 5737.061523
	Iteration 3Q: 3 clusters Score -1.380448e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -13806014.000000 Penalty: 5737.061523
	Iteration 4Q: 3 clusters Score -1.380601e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61115 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -13808440.000000 Penalty: 5737.061523
	Iteration 5Q: 3 clusters Score -1.380844e+07 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -13812354.000000 Penalty: 5737.061523
	Iteration 6F: 3 clusters Score -1.381235e+07 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70783 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -13818016.000000 Penalty: 5737.061523
	Iteration 7F: 3 clusters Score -1.381802e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76381 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -13824512.000000 Penalty: 5737.061523
	Iteration 8F: 3 clusters Score -1.382451e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80652 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -13830498.000000 Penalty: 5737.061523
	Iteration 9F: 3 clusters Score -1.38305e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83092 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -13834680.000000 Penalty: 5737.061523
	Iteration 10Q: 3 clusters Score -1.383468e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84174 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -13836780.000000 Penalty: 5737.061523
	Iteration 11Q: 3 clusters Score -1.383678e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84780 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -13837512.000000 Penalty: 5737.061523
	Iteration 12Q: 3 clusters Score -1.383751e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85267 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -13837901.000000 Penalty: 5737.061523
	Iteration 13Q: 3 clusters Score -1.38379e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85655 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -13838096.000000 Penalty: 5737.061523
	Iteration 14Q: 3 clusters Score -1.38381e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85977 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -13838237.000000 Penalty: 5737.061523
	Iteration 15Q: 3 clusters Score -1.383824e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86325 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -13838343.000000 Penalty: 5737.061523
	Iteration 16Q: 3 clusters Score -1.383834e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86652 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -13838431.000000 Penalty: 5737.061523
	Iteration 17Q: 3 clusters Score -1.383843e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86945 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -13838493.000000 Penalty: 5737.061523
	Iteration 18Q: 3 clusters Score -1.383849e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87209 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -13838513.000000 Penalty: 5737.061523
	Iteration 19Q: 3 clusters Score -1.383851e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87439 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -13838565.000000 Penalty: 5737.061523
	Iteration 20F: 3 clusters Score -1.383856e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87656 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -13838609.000000 Penalty: 5737.061523
	Iteration 21Q: 3 clusters Score -1.383861e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -13838633.000000 Penalty: 5737.061523
	Iteration 22Q: 3 clusters Score -1.383863e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88054 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -13838687.000000 Penalty: 5737.061523
	Iteration 23Q: 3 clusters Score -1.383869e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88253 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -13838727.000000 Penalty: 5737.061523
	Iteration 24Q: 3 clusters Score -1.383873e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88438 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -13838798.000000 Penalty: 5737.061523
	Iteration 25Q: 3 clusters Score -1.38388e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88605 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -13838820.000000 Penalty: 5737.061523
	Iteration 26Q: 3 clusters Score -1.383882e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88794 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -13838844.000000 Penalty: 5737.061523
	Iteration 27Q: 3 clusters Score -1.383884e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -13838842.000000 Penalty: 5737.061523
	Iteration 28Q: 3 clusters Score -1.383884e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89197 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -13838860.000000 Penalty: 5737.061523
	Iteration 29Q: 3 clusters Score -1.383886e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -13838876.000000 Penalty: 5737.061523
	Iteration 30Q: 3 clusters Score -1.383888e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89590 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -13838886.000000 Penalty: 5737.061523
	Iteration 31Q: 3 clusters Score -1.383889e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -13838924.000000 Penalty: 5737.061523
	Iteration 32Q: 3 clusters Score -1.383892e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90058 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -13838958.000000 Penalty: 5737.061523
	Iteration 33Q: 3 clusters Score -1.383896e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90310 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -13838954.000000 Penalty: 5737.061523
	Iteration 34Q: 3 clusters Score -1.383895e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90570 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -13838970.000000 Penalty: 5737.061523
	Iteration 35Q: 3 clusters Score -1.383897e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90846 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -13839010.000000 Penalty: 5737.061523
	Iteration 36Q: 3 clusters Score -1.383901e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91153 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -13839009.000000 Penalty: 5737.061523
	Iteration 37Q: 3 clusters Score -1.383901e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91483 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -13839059.000000 Penalty: 5737.061523
	Iteration 38Q: 3 clusters Score -1.383906e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91809 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -13839114.000000 Penalty: 5737.061523
	Iteration 39Q: 3 clusters Score -1.383911e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92172 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -13839166.000000 Penalty: 5737.061523
	Iteration 40F: 3 clusters Score -1.383917e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92545 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -13839203.000000 Penalty: 5737.061523
	Iteration 41Q: 3 clusters Score -1.38392e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92915 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -13839266.000000 Penalty: 5737.061523
	Iteration 42Q: 3 clusters Score -1.383927e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93299 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -13839348.000000 Penalty: 5737.061523
	Iteration 43Q: 3 clusters Score -1.383935e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93719 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -13839352.000000 Penalty: 5737.061523
	Iteration 44Q: 3 clusters Score -1.383935e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -13839445.000000 Penalty: 5737.061523
	Iteration 45Q: 3 clusters Score -1.383944e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94552 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -13839539.000000 Penalty: 5737.061523
	Iteration 46Q: 3 clusters Score -1.383954e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94990 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -13839634.000000 Penalty: 5737.061523
	Iteration 47Q: 3 clusters Score -1.383963e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95451 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -13839722.000000 Penalty: 5737.061523
	Iteration 48Q: 3 clusters Score -1.383972e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95938 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -13839800.000000 Penalty: 5737.061523
	Iteration 49Q: 3 clusters Score -1.38398e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -13839922.000000 Penalty: 5737.061523
	Iteration 50Q: 3 clusters Score -1.383992e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96895 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -13840047.000000 Penalty: 5737.061523
	Iteration 51Q: 3 clusters Score -1.384005e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97390 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -13840204.000000 Penalty: 5737.061523
	Iteration 52Q: 3 clusters Score -1.38402e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97855 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -13840347.000000 Penalty: 5737.061523
	Iteration 53Q: 3 clusters Score -1.384035e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98322 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -13840464.000000 Penalty: 5737.061523
	Iteration 54Q: 3 clusters Score -1.384046e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98779 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -13840576.000000 Penalty: 5737.061523
	Iteration 55Q: 3 clusters Score -1.384058e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99212 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -13840717.000000 Penalty: 5737.061523
	Iteration 56Q: 3 clusters Score -1.384072e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99629 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -13840861.000000 Penalty: 5737.061523
	Iteration 57Q: 3 clusters Score -1.384086e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100048 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -13840986.000000 Penalty: 5737.061523
	Iteration 58Q: 3 clusters Score -1.384099e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100439 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -13841075.000000 Penalty: 5737.061523
	Iteration 59Q: 3 clusters Score -1.384108e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100795 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -13841216.000000 Penalty: 5737.061523
	Iteration 60F: 3 clusters Score -1.384122e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101124 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -13841305.000000 Penalty: 5737.061523
	Iteration 61Q: 3 clusters Score -1.38413e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101414 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -13841413.000000 Penalty: 5737.061523
	Iteration 62Q: 3 clusters Score -1.384141e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101699 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -13841501.000000 Penalty: 5737.061523
	Iteration 63Q: 3 clusters Score -1.38415e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101966 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -13841571.000000 Penalty: 5737.061523
	Iteration 64Q: 3 clusters Score -1.384157e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102220 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -13841705.000000 Penalty: 5737.061523
	Iteration 65Q: 3 clusters Score -1.38417e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102461 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -13841831.000000 Penalty: 5737.061523
	Iteration 66Q: 3 clusters Score -1.384183e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102677 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -13841931.000000 Penalty: 5737.061523
	Iteration 67Q: 3 clusters Score -1.384193e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102864 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -13842044.000000 Penalty: 5737.061523
	Iteration 68Q: 3 clusters Score -1.384204e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103037 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -13842201.000000 Penalty: 5737.061523
	Iteration 69Q: 3 clusters Score -1.38422e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103186 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -13842441.000000 Penalty: 5737.061523
	Iteration 70Q: 3 clusters Score -1.384244e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103285 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -13842595.000000 Penalty: 5737.061523
	Iteration 71Q: 3 clusters Score -1.38426e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103334 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -13842662.000000 Penalty: 5737.061523
	Iteration 72Q: 3 clusters Score -1.384266e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103340 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -13842697.000000 Penalty: 5737.061523
	Iteration 73Q: 3 clusters Score -1.38427e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103344 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -13842728.000000 Penalty: 5737.061523
	Iteration 74Q: 3 clusters Score -1.384273e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103350 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -13842744.000000 Penalty: 5737.061523
	Iteration 75Q: 3 clusters Score -1.384274e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103353 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -13842753.000000 Penalty: 5737.061523
	Iteration 76Q: 3 clusters Score -1.384275e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103360 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -13842762.000000 Penalty: 5737.061523
	Iteration 77Q: 3 clusters Score -1.384276e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103366 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -13842772.000000 Penalty: 5737.061523
	Iteration 78Q: 3 clusters Score -1.384277e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103370 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -13842769.000000 Penalty: 5737.061523
	Iteration 79Q: 3 clusters Score -1.384277e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103369 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -13842786.000000 Penalty: 5737.061523
	Iteration 80F: 3 clusters Score -1.384279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103367 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -13842768.000000 Penalty: 5737.061523
	Iteration 81Q: 3 clusters Score -1.384277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103367 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -13842785.000000 Penalty: 5737.061523
	Iteration 82Q: 3 clusters Score -1.384278e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103365 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -13842798.000000 Penalty: 5737.061523
	Iteration 83Q: 3 clusters Score -1.38428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103369 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -13842780.000000 Penalty: 5737.061523
	Iteration 84Q: 3 clusters Score -1.384278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103373 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -13842799.000000 Penalty: 5737.061523
	Iteration 85Q: 3 clusters Score -1.38428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103369 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -13842796.000000 Penalty: 5737.061523
	Iteration 86Q: 3 clusters Score -1.38428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103366 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -13842794.000000 Penalty: 5737.061523
	Iteration 87Q: 3 clusters Score -1.384279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103366 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -13842797.000000 Penalty: 5737.061523
	Iteration 88Q: 3 clusters Score -1.38428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103365 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -13842797.000000 Penalty: 5737.061523
	Iteration 89Q: 3 clusters Score -1.38428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103367 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -13842802.000000 Penalty: 5737.061523
	Iteration 90Q: 3 clusters Score -1.38428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103372 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -13842805.000000 Penalty: 5737.061523
	Iteration 91Q: 3 clusters Score -1.38428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103373 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -13842806.000000 Penalty: 5737.061523
	Iteration 92Q: 3 clusters Score -1.384281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103374 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -13842805.000000 Penalty: 5737.061523
	Iteration 93Q: 3 clusters Score -1.38428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103375 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -13842804.000000 Penalty: 5737.061523
	Iteration 94Q: 3 clusters Score -1.38428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103375 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -13842804.000000 Penalty: 5737.061523
	Iteration 95F: 3 clusters Score -1.38428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Entering Unmasked Estep 
Score: -124003.468750 Penalty: 1727.574097
	Iteration 0F: 2 clusters Score -124003.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -122174.531250 Penalty: 3455.148193
	Iteration 0F: 3 clusters Score -122174.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -122981.539062 Penalty: 3455.148193
	Iteration 1F: 3 clusters Score -122981.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -123771.843750 Penalty: 3455.148193
	Iteration 2F: 3 clusters Score -123771.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -124739.460938 Penalty: 3455.148193
	Iteration 3F: 3 clusters Score -124739.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -125610.085938 Penalty: 3455.148193
	Iteration 4F: 3 clusters Score -125610.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -126160.218750 Penalty: 3455.148193
	Iteration 5Q: 3 clusters Score -126160.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -126199.007812 Penalty: 3455.148193
	Iteration 6Q: 3 clusters Score -126199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -126222.765625 Penalty: 3455.148193
	Iteration 7Q: 3 clusters Score -126222.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -126228.132812 Penalty: 3455.148193
	Iteration 8Q: 3 clusters Score -126228.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -126230.859375 Penalty: 3455.148193
	Iteration 9Q: 3 clusters Score -126230.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -126230.859375 Penalty: 3455.148193
	Iteration 10F: 3 clusters Score -126230.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 125302 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 11346 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 26554 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 46332 members 
Mstep: Class 9 contains 19391 members 
Mstep: Class 10 contains 27110 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 13 contains 5449 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 105520 members 
Mstep: Class 16 contains 316 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 13095 members 
Mstep: Class 19 contains 14192 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4436 members 
Mstep: Class 23 contains 36936 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 39026 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 816 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 744 members 
Entering Unmasked Estep 
Score: -73847384.000000 Penalty: 105309.023438
Splitting cluster 16 changes total score from -73845016.000000 to -73847384.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -350670.062500 Penalty: 1972.858398
	Iteration 0F: 2 clusters Score -350670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -347518.125000 Penalty: 3945.716797
	Iteration 0F: 3 clusters Score -347518.1 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -348284.781250 Penalty: 3945.716797
	Iteration 1F: 3 clusters Score -348284.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -348501.593750 Penalty: 3945.716797
	Iteration 2F: 3 clusters Score -348501.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -348667.718750 Penalty: 3945.716797
	Iteration 3F: 3 clusters Score -348667.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -348791.406250 Penalty: 3945.716797
	Iteration 4Q: 3 clusters Score -348791.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -348922.656250 Penalty: 3945.716797
	Iteration 5Q: 3 clusters Score -348922.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -349081.531250 Penalty: 3945.716797
	Iteration 6Q: 3 clusters Score -349081.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -349257.437500 Penalty: 3945.716797
	Iteration 7Q: 3 clusters Score -349257.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -349477.375000 Penalty: 3945.716797
	Iteration 8Q: 3 clusters Score -349477.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -349708.031250 Penalty: 3945.716797
	Iteration 9Q: 3 clusters Score -349708 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -349881.343750 Penalty: 3945.716797
	Iteration 10Q: 3 clusters Score -349881.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -349975.593750 Penalty: 3945.716797
	Iteration 11Q: 3 clusters Score -349975.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -350040.343750 Penalty: 3945.716797
	Iteration 12Q: 3 clusters Score -350040.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -350094.437500 Penalty: 3945.716797
	Iteration 13Q: 3 clusters Score -350094.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -350130.031250 Penalty: 3945.716797
	Iteration 14Q: 3 clusters Score -350130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -350146.000000 Penalty: 3945.716797
	Iteration 15Q: 3 clusters Score -350146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -350164.656250 Penalty: 3945.716797
	Iteration 16Q: 3 clusters Score -350164.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -350177.562500 Penalty: 3945.716797
	Iteration 17Q: 3 clusters Score -350177.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -350188.250000 Penalty: 3945.716797
	Iteration 18Q: 3 clusters Score -350188.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -350195.312500 Penalty: 3945.716797
	Iteration 19Q: 3 clusters Score -350195.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -350201.343750 Penalty: 3945.716797
	Iteration 20F: 3 clusters Score -350201.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -350205.437500 Penalty: 3945.716797
	Iteration 21Q: 3 clusters Score -350205.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -350208.281250 Penalty: 3945.716797
	Iteration 22Q: 3 clusters Score -350208.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -350210.718750 Penalty: 3945.716797
	Iteration 23Q: 3 clusters Score -350210.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -350211.968750 Penalty: 3945.716797
	Iteration 24Q: 3 clusters Score -350212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -350212.718750 Penalty: 3945.716797
	Iteration 25Q: 3 clusters Score -350212.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -350213.375000 Penalty: 3945.716797
	Iteration 26Q: 3 clusters Score -350213.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -350213.375000 Penalty: 3945.716797
	Iteration 27F: 3 clusters Score -350213.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Entering Unmasked Estep 
Score: -1700830.375000 Penalty: 2351.036621
	Iteration 0F: 2 clusters Score -1700830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1691150.375000 Penalty: 4702.073242
	Iteration 0F: 3 clusters Score -1691150 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1694108.625000 Penalty: 4702.073242
	Iteration 1F: 3 clusters Score -1694109 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1694412.250000 Penalty: 4702.073242
	Iteration 2F: 3 clusters Score -1694412 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1694625.375000 Penalty: 4702.073242
	Iteration 3Q: 3 clusters Score -1694625 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1694792.500000 Penalty: 4702.073242
	Iteration 4Q: 3 clusters Score -1694792 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1694931.125000 Penalty: 4702.073242
	Iteration 5Q: 3 clusters Score -1694931 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1695051.500000 Penalty: 4702.073242
	Iteration 6Q: 3 clusters Score -1695052 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1695162.000000 Penalty: 4702.073242
	Iteration 7Q: 3 clusters Score -1695162 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1695253.875000 Penalty: 4702.073242
	Iteration 8Q: 3 clusters Score -1695254 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1695330.250000 Penalty: 4702.073242
	Iteration 9Q: 3 clusters Score -1695330 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1695389.750000 Penalty: 4702.073242
	Iteration 10Q: 3 clusters Score -1695390 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1695467.375000 Penalty: 4702.073242
	Iteration 11Q: 3 clusters Score -1695467 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1695555.875000 Penalty: 4702.073242
	Iteration 12Q: 3 clusters Score -1695556 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1695636.750000 Penalty: 4702.073242
	Iteration 13Q: 3 clusters Score -1695637 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1695703.625000 Penalty: 4702.073242
	Iteration 14Q: 3 clusters Score -1695704 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1695771.125000 Penalty: 4702.073242
	Iteration 15Q: 3 clusters Score -1695771 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1695851.375000 Penalty: 4702.073242
	Iteration 16Q: 3 clusters Score -1695851 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1695935.500000 Penalty: 4702.073242
	Iteration 17Q: 3 clusters Score -1695936 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1696023.125000 Penalty: 4702.073242
	Iteration 18Q: 3 clusters Score -1696023 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1696129.750000 Penalty: 4702.073242
	Iteration 19Q: 3 clusters Score -1696130 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1696241.125000 Penalty: 4702.073242
	Iteration 20F: 3 clusters Score -1696241 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1696350.125000 Penalty: 4702.073242
	Iteration 21Q: 3 clusters Score -1696350 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1696496.875000 Penalty: 4702.073242
	Iteration 22Q: 3 clusters Score -1696497 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1696669.625000 Penalty: 4702.073242
	Iteration 23Q: 3 clusters Score -1696670 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1696874.000000 Penalty: 4702.073242
	Iteration 24Q: 3 clusters Score -1696874 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1697130.875000 Penalty: 4702.073242
	Iteration 25Q: 3 clusters Score -1697131 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1697430.125000 Penalty: 4702.073242
	Iteration 26Q: 3 clusters Score -1697430 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1697753.000000 Penalty: 4702.073242
	Iteration 27Q: 3 clusters Score -1697753 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1697999.125000 Penalty: 4702.073242
	Iteration 28Q: 3 clusters Score -1697999 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1698210.250000 Penalty: 4702.073242
	Iteration 29Q: 3 clusters Score -1698210 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1698373.125000 Penalty: 4702.073242
	Iteration 30Q: 3 clusters Score -1698373 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1698493.125000 Penalty: 4702.073242
	Iteration 31Q: 3 clusters Score -1698493 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1698562.250000 Penalty: 4702.073242
	Iteration 32Q: 3 clusters Score -1698562 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1698609.125000 Penalty: 4702.073242
	Iteration 33Q: 3 clusters Score -1698609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1698641.625000 Penalty: 4702.073242
	Iteration 34Q: 3 clusters Score -1698642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1698669.625000 Penalty: 4702.073242
	Iteration 35Q: 3 clusters Score -1698670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1698687.750000 Penalty: 4702.073242
	Iteration 36Q: 3 clusters Score -1698688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1698711.500000 Penalty: 4702.073242
	Iteration 37Q: 3 clusters Score -1698712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1698734.375000 Penalty: 4702.073242
	Iteration 38Q: 3 clusters Score -1698734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1698758.000000 Penalty: 4702.073242
	Iteration 39Q: 3 clusters Score -1698758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1698773.375000 Penalty: 4702.073242
	Iteration 40F: 3 clusters Score -1698773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1698784.500000 Penalty: 4702.073242
	Iteration 41Q: 3 clusters Score -1698784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1698794.750000 Penalty: 4702.073242
	Iteration 42Q: 3 clusters Score -1698795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1698807.125000 Penalty: 4702.073242
	Iteration 43Q: 3 clusters Score -1698807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1698810.750000 Penalty: 4702.073242
	Iteration 44Q: 3 clusters Score -1698811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1698818.250000 Penalty: 4702.073242
	Iteration 45Q: 3 clusters Score -1698818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1698826.625000 Penalty: 4702.073242
	Iteration 46Q: 3 clusters Score -1698827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1698831.875000 Penalty: 4702.073242
	Iteration 47Q: 3 clusters Score -1698832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1698838.625000 Penalty: 4702.073242
	Iteration 48Q: 3 clusters Score -1698839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1698843.000000 Penalty: 4702.073242
	Iteration 49Q: 3 clusters Score -1698843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1698845.750000 Penalty: 4702.073242
	Iteration 50Q: 3 clusters Score -1698846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1698856.375000 Penalty: 4702.073242
	Iteration 51Q: 3 clusters Score -1698856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1698857.000000 Penalty: 4702.073242
	Iteration 52Q: 3 clusters Score -1698857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1698858.000000 Penalty: 4702.073242
	Iteration 53Q: 3 clusters Score -1698858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1698858.375000 Penalty: 4702.073242
	Iteration 54Q: 3 clusters Score -1698858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1698858.375000 Penalty: 4702.073242
	Iteration 55F: 3 clusters Score -1698858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Entering Unmasked Estep 
Score: -1715588.375000 Penalty: 2370.987549
	Iteration 0F: 2 clusters Score -1715588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1705273.250000 Penalty: 4741.975098
	Iteration 0F: 3 clusters Score -1705273 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1708531.625000 Penalty: 4741.975098
	Iteration 1F: 3 clusters Score -1708532 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1708974.875000 Penalty: 4741.975098
	Iteration 2F: 3 clusters Score -1708975 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1709389.250000 Penalty: 4741.975098
	Iteration 3F: 3 clusters Score -1709389 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1709794.750000 Penalty: 4741.975098
	Iteration 4F: 3 clusters Score -1709795 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1710308.250000 Penalty: 4741.975098
	Iteration 5F: 3 clusters Score -1710308 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1710861.250000 Penalty: 4741.975098
	Iteration 6F: 3 clusters Score -1710861 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1711436.750000 Penalty: 4741.975098
	Iteration 7F: 3 clusters Score -1711437 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1711923.250000 Penalty: 4741.975098
	Iteration 8Q: 3 clusters Score -1711923 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1712307.875000 Penalty: 4741.975098
	Iteration 9Q: 3 clusters Score -1712308 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1712574.625000 Penalty: 4741.975098
	Iteration 10Q: 3 clusters Score -1712575 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1712830.000000 Penalty: 4741.975098
	Iteration 11Q: 3 clusters Score -1712830 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1713076.500000 Penalty: 4741.975098
	Iteration 12Q: 3 clusters Score -1713076 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1713267.250000 Penalty: 4741.975098
	Iteration 13Q: 3 clusters Score -1713267 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1713376.625000 Penalty: 4741.975098
	Iteration 14Q: 3 clusters Score -1713377 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1713454.250000 Penalty: 4741.975098
	Iteration 15Q: 3 clusters Score -1713454 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1713520.500000 Penalty: 4741.975098
	Iteration 16Q: 3 clusters Score -1713520 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1713575.750000 Penalty: 4741.975098
	Iteration 17Q: 3 clusters Score -1713576 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1713628.250000 Penalty: 4741.975098
	Iteration 18Q: 3 clusters Score -1713628 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1713704.875000 Penalty: 4741.975098
	Iteration 19Q: 3 clusters Score -1713705 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1713764.875000 Penalty: 4741.975098
	Iteration 20F: 3 clusters Score -1713765 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1713817.000000 Penalty: 4741.975098
	Iteration 21Q: 3 clusters Score -1713817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1713883.000000 Penalty: 4741.975098
	Iteration 22Q: 3 clusters Score -1713883 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1713937.625000 Penalty: 4741.975098
	Iteration 23Q: 3 clusters Score -1713938 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1713987.250000 Penalty: 4741.975098
	Iteration 24Q: 3 clusters Score -1713987 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1714018.375000 Penalty: 4741.975098
	Iteration 25Q: 3 clusters Score -1714018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1714029.750000 Penalty: 4741.975098
	Iteration 26Q: 3 clusters Score -1714030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1714047.625000 Penalty: 4741.975098
	Iteration 27Q: 3 clusters Score -1714048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1714057.000000 Penalty: 4741.975098
	Iteration 28Q: 3 clusters Score -1714057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1714065.500000 Penalty: 4741.975098
	Iteration 29Q: 3 clusters Score -1714066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1714074.750000 Penalty: 4741.975098
	Iteration 30Q: 3 clusters Score -1714075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1714076.000000 Penalty: 4741.975098
	Iteration 31Q: 3 clusters Score -1714076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1714079.750000 Penalty: 4741.975098
	Iteration 32Q: 3 clusters Score -1714080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1714077.500000 Penalty: 4741.975098
	Iteration 33Q: 3 clusters Score -1714078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1714080.000000 Penalty: 4741.975098
	Iteration 34Q: 3 clusters Score -1714080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1714080.000000 Penalty: 4741.975098
	Iteration 35F: 3 clusters Score -1714080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Entering Unmasked Estep 
Score: -1056930.500000 Penalty: 2249.113770
	Iteration 0F: 2 clusters Score -1056930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1050066.125000 Penalty: 4498.227539
	Iteration 0F: 3 clusters Score -1050066 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1052441.125000 Penalty: 4498.227539
	Iteration 1F: 3 clusters Score -1052441 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1053426.125000 Penalty: 4498.227539
	Iteration 2F: 3 clusters Score -1053426 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1054235.250000 Penalty: 4498.227539
	Iteration 3F: 3 clusters Score -1054235 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1054706.750000 Penalty: 4498.227539
	Iteration 4F: 3 clusters Score -1054707 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1054979.375000 Penalty: 4498.227539
	Iteration 5F: 3 clusters Score -1054979 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1055136.000000 Penalty: 4498.227539
	Iteration 6Q: 3 clusters Score -1055136 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1055236.125000 Penalty: 4498.227539
	Iteration 7Q: 3 clusters Score -1055236 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1055311.875000 Penalty: 4498.227539
	Iteration 8Q: 3 clusters Score -1055312 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1055366.500000 Penalty: 4498.227539
	Iteration 9Q: 3 clusters Score -1055366 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1055398.750000 Penalty: 4498.227539
	Iteration 10Q: 3 clusters Score -1055399 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1055419.000000 Penalty: 4498.227539
	Iteration 11Q: 3 clusters Score -1055419 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1055434.625000 Penalty: 4498.227539
	Iteration 12Q: 3 clusters Score -1055435 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1055459.750000 Penalty: 4498.227539
	Iteration 13Q: 3 clusters Score -1055460 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1055479.000000 Penalty: 4498.227539
	Iteration 14Q: 3 clusters Score -1055479 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1055499.750000 Penalty: 4498.227539
	Iteration 15Q: 3 clusters Score -1055500 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1055517.875000 Penalty: 4498.227539
	Iteration 16Q: 3 clusters Score -1055518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1055536.125000 Penalty: 4498.227539
	Iteration 17Q: 3 clusters Score -1055536 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1055555.750000 Penalty: 4498.227539
	Iteration 18Q: 3 clusters Score -1055556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1055565.875000 Penalty: 4498.227539
	Iteration 19Q: 3 clusters Score -1055566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1055583.250000 Penalty: 4498.227539
	Iteration 20F: 3 clusters Score -1055583 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1055601.375000 Penalty: 4498.227539
	Iteration 21Q: 3 clusters Score -1055601 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1055622.000000 Penalty: 4498.227539
	Iteration 22Q: 3 clusters Score -1055622 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1055651.250000 Penalty: 4498.227539
	Iteration 23Q: 3 clusters Score -1055651 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1055684.875000 Penalty: 4498.227539
	Iteration 24Q: 3 clusters Score -1055685 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1055713.375000 Penalty: 4498.227539
	Iteration 25Q: 3 clusters Score -1055713 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1055747.375000 Penalty: 4498.227539
	Iteration 26Q: 3 clusters Score -1055747 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1055789.500000 Penalty: 4498.227539
	Iteration 27Q: 3 clusters Score -1055790 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1055832.875000 Penalty: 4498.227539
	Iteration 28Q: 3 clusters Score -1055833 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1055877.625000 Penalty: 4498.227539
	Iteration 29Q: 3 clusters Score -1055878 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1055923.125000 Penalty: 4498.227539
	Iteration 30Q: 3 clusters Score -1055923 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1055981.750000 Penalty: 4498.227539
	Iteration 31Q: 3 clusters Score -1055982 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1056047.500000 Penalty: 4498.227539
	Iteration 32Q: 3 clusters Score -1056048 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1056123.750000 Penalty: 4498.227539
	Iteration 33Q: 3 clusters Score -1056124 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1056200.250000 Penalty: 4498.227539
	Iteration 34Q: 3 clusters Score -1056200 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1056264.875000 Penalty: 4498.227539
	Iteration 35Q: 3 clusters Score -1056265 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1056308.875000 Penalty: 4498.227539
	Iteration 36Q: 3 clusters Score -1056309 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1056366.375000 Penalty: 4498.227539
	Iteration 37Q: 3 clusters Score -1056366 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1056416.125000 Penalty: 4498.227539
	Iteration 38Q: 3 clusters Score -1056416 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1056454.250000 Penalty: 4498.227539
	Iteration 39Q: 3 clusters Score -1056454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1056484.250000 Penalty: 4498.227539
	Iteration 40F: 3 clusters Score -1056484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1056506.875000 Penalty: 4498.227539
	Iteration 41Q: 3 clusters Score -1056507 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1056526.625000 Penalty: 4498.227539
	Iteration 42Q: 3 clusters Score -1056527 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1056540.875000 Penalty: 4498.227539
	Iteration 43Q: 3 clusters Score -1056541 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1056555.375000 Penalty: 4498.227539
	Iteration 44Q: 3 clusters Score -1056555 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1056570.875000 Penalty: 4498.227539
	Iteration 45Q: 3 clusters Score -1056571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1056578.375000 Penalty: 4498.227539
	Iteration 46Q: 3 clusters Score -1056578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1056582.625000 Penalty: 4498.227539
	Iteration 47Q: 3 clusters Score -1056583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1056584.500000 Penalty: 4498.227539
	Iteration 48Q: 3 clusters Score -1056584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1056590.375000 Penalty: 4498.227539
	Iteration 49Q: 3 clusters Score -1056590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1056592.250000 Penalty: 4498.227539
	Iteration 50Q: 3 clusters Score -1056592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1056594.250000 Penalty: 4498.227539
	Iteration 51Q: 3 clusters Score -1056594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1056598.125000 Penalty: 4498.227539
	Iteration 52Q: 3 clusters Score -1056598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1056599.125000 Penalty: 4498.227539
	Iteration 53Q: 3 clusters Score -1056599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1056597.375000 Penalty: 4498.227539
	Iteration 54Q: 3 clusters Score -1056597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1056597.500000 Penalty: 4498.227539
	Iteration 55Q: 3 clusters Score -1056598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1056597.500000 Penalty: 4498.227539
	Iteration 56F: 3 clusters Score -1056598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -47543.894531 Penalty: 1511.764526
	Iteration 0F: 2 clusters Score -47543.89 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 206 members 
Entering Unmasked Estep 
Score: -46203.132812 Penalty: 3023.529053
	Iteration 0F: 3 clusters Score -46203.13 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46567.472656 Penalty: 3023.529053
	Iteration 1F: 3 clusters Score -46567.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46698.773438 Penalty: 3023.529053
	Iteration 2F: 3 clusters Score -46698.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46733.503906 Penalty: 3023.529053
	Iteration 3Q: 3 clusters Score -46733.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46757.570312 Penalty: 3023.529053
	Iteration 4Q: 3 clusters Score -46757.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46790.742188 Penalty: 3023.529053
	Iteration 5Q: 3 clusters Score -46790.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46829.304688 Penalty: 3023.529053
	Iteration 6Q: 3 clusters Score -46829.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -46860.613281 Penalty: 3023.529053
	Iteration 7Q: 3 clusters Score -46860.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46889.968750 Penalty: 3023.529053
	Iteration 8Q: 3 clusters Score -46889.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46896.554688 Penalty: 3023.529053
	Iteration 9Q: 3 clusters Score -46896.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46897.156250 Penalty: 3023.529053
	Iteration 10Q: 3 clusters Score -46897.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46897.156250 Penalty: 3023.529053
	Iteration 11F: 3 clusters Score -46897.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Entering Unmasked Estep 
Score: -541467.375000 Penalty: 2082.582031
	Iteration 0F: 2 clusters Score -541467.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -537330.812500 Penalty: 4165.164062
	Iteration 0F: 3 clusters Score -537330.8 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -538645.812500 Penalty: 4165.164062
	Iteration 1F: 3 clusters Score -538645.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -539413.187500 Penalty: 4165.164062
	Iteration 2F: 3 clusters Score -539413.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -540045.687500 Penalty: 4165.164062
	Iteration 3F: 3 clusters Score -540045.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -540428.687500 Penalty: 4165.164062
	Iteration 4F: 3 clusters Score -540428.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -540616.000000 Penalty: 4165.164062
	Iteration 5Q: 3 clusters Score -540616 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -540724.000000 Penalty: 4165.164062
	Iteration 6Q: 3 clusters Score -540724 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -540788.687500 Penalty: 4165.164062
	Iteration 7Q: 3 clusters Score -540788.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -540837.937500 Penalty: 4165.164062
	Iteration 8Q: 3 clusters Score -540837.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -540874.437500 Penalty: 4165.164062
	Iteration 9Q: 3 clusters Score -540874.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -540899.312500 Penalty: 4165.164062
	Iteration 10Q: 3 clusters Score -540899.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -540923.812500 Penalty: 4165.164062
	Iteration 11Q: 3 clusters Score -540923.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -540937.062500 Penalty: 4165.164062
	Iteration 12Q: 3 clusters Score -540937.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -540945.875000 Penalty: 4165.164062
	Iteration 13Q: 3 clusters Score -540945.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -540953.062500 Penalty: 4165.164062
	Iteration 14Q: 3 clusters Score -540953.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -540958.875000 Penalty: 4165.164062
	Iteration 15Q: 3 clusters Score -540958.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -540963.375000 Penalty: 4165.164062
	Iteration 16Q: 3 clusters Score -540963.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -540969.312500 Penalty: 4165.164062
	Iteration 17Q: 3 clusters Score -540969.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -540973.312500 Penalty: 4165.164062
	Iteration 18Q: 3 clusters Score -540973.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -540974.750000 Penalty: 4165.164062
	Iteration 19Q: 3 clusters Score -540974.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -540976.875000 Penalty: 4165.164062
	Iteration 20F: 3 clusters Score -540976.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Entering Unmasked Estep 
Score: -4879890.000000 Penalty: 2608.201660
	Iteration 0F: 2 clusters Score -4879890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -4854830.500000 Penalty: 5216.403320
	Iteration 0F: 3 clusters Score -4854830 nChanged 16777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -4864290.000000 Penalty: 5216.403320
	Iteration 1F: 3 clusters Score -4864290 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -4865057.000000 Penalty: 5216.403320
	Iteration 2F: 3 clusters Score -4865057 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -4866033.000000 Penalty: 5216.403320
	Iteration 3F: 3 clusters Score -4866033 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -4867363.500000 Penalty: 5216.403320
	Iteration 4F: 3 clusters Score -4867364 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -4869123.000000 Penalty: 5216.403320
	Iteration 5F: 3 clusters Score -4869123 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -4871051.000000 Penalty: 5216.403320
	Iteration 6F: 3 clusters Score -4871051 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -4872837.500000 Penalty: 5216.403320
	Iteration 7F: 3 clusters Score -4872838 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -4874306.500000 Penalty: 5216.403320
	Iteration 8F: 3 clusters Score -4874306 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -4875393.500000 Penalty: 5216.403320
	Iteration 9Q: 3 clusters Score -4875394 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -4876106.500000 Penalty: 5216.403320
	Iteration 10Q: 3 clusters Score -4876106 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -4876667.500000 Penalty: 5216.403320
	Iteration 11Q: 3 clusters Score -4876668 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -4877028.000000 Penalty: 5216.403320
	Iteration 12Q: 3 clusters Score -4877028 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -4877246.500000 Penalty: 5216.403320
	Iteration 13Q: 3 clusters Score -4877246 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -4877404.000000 Penalty: 5216.403320
	Iteration 14Q: 3 clusters Score -4877404 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -4877528.500000 Penalty: 5216.403320
	Iteration 15Q: 3 clusters Score -4877528 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -4877581.000000 Penalty: 5216.403320
	Iteration 16Q: 3 clusters Score -4877581 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -4877628.500000 Penalty: 5216.403320
	Iteration 17Q: 3 clusters Score -4877628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -4877654.000000 Penalty: 5216.403320
	Iteration 18Q: 3 clusters Score -4877654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -4877665.500000 Penalty: 5216.403320
	Iteration 19Q: 3 clusters Score -4877666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -4877673.500000 Penalty: 5216.403320
	Iteration 20F: 3 clusters Score -4877674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -4877688.500000 Penalty: 5216.403320
	Iteration 21Q: 3 clusters Score -4877688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -4877700.000000 Penalty: 5216.403320
	Iteration 22Q: 3 clusters Score -4877700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -4877703.500000 Penalty: 5216.403320
	Iteration 23Q: 3 clusters Score -4877704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -4877714.500000 Penalty: 5216.403320
	Iteration 24Q: 3 clusters Score -4877714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -4877723.500000 Penalty: 5216.403320
	Iteration 25Q: 3 clusters Score -4877724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -4877735.000000 Penalty: 5216.403320
	Iteration 26Q: 3 clusters Score -4877735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -4877733.000000 Penalty: 5216.403320
	Iteration 27Q: 3 clusters Score -4877733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -4877734.000000 Penalty: 5216.403320
	Iteration 28Q: 3 clusters Score -4877734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -4877729.000000 Penalty: 5216.403320
	Iteration 29Q: 3 clusters Score -4877729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -4877735.000000 Penalty: 5216.403320
	Iteration 30Q: 3 clusters Score -4877735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -4877735.000000 Penalty: 5216.403320
	Iteration 31F: 3 clusters Score -4877735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -123748.460938 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -123748.5 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 538 members 
Entering Unmasked Estep 
Score: -121802.929688 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -121802.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -122199.593750 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -122199.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -122365.765625 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -122365.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -122486.070312 Penalty: 3482.900391
	Iteration 3F: 3 clusters Score -122486.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -122561.585938 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -122561.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -122633.195312 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -122633.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -122686.304688 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -122686.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -122726.148438 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -122726.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -122757.992188 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -122758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -122778.859375 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -122778.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -122786.859375 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -122786.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -122799.539062 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -122799.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -122801.625000 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -122801.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -122801.625000 Penalty: 3482.900391
	Iteration 13F: 3 clusters Score -122801.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Entering Unmasked Estep 
Score: -282671.218750 Penalty: 1910.569824
	Iteration 0F: 2 clusters Score -282671.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -279888.468750 Penalty: 3821.139648
	Iteration 0F: 3 clusters Score -279888.5 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -280401.218750 Penalty: 3821.139648
	Iteration 1F: 3 clusters Score -280401.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -280544.406250 Penalty: 3821.139648
	Iteration 2F: 3 clusters Score -280544.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -280608.468750 Penalty: 3821.139648
	Iteration 3Q: 3 clusters Score -280608.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -280645.812500 Penalty: 3821.139648
	Iteration 4Q: 3 clusters Score -280645.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -280674.656250 Penalty: 3821.139648
	Iteration 5Q: 3 clusters Score -280674.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -280705.593750 Penalty: 3821.139648
	Iteration 6Q: 3 clusters Score -280705.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -280730.375000 Penalty: 3821.139648
	Iteration 7Q: 3 clusters Score -280730.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -280747.031250 Penalty: 3821.139648
	Iteration 8Q: 3 clusters Score -280747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -280756.906250 Penalty: 3821.139648
	Iteration 9Q: 3 clusters Score -280756.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -280765.437500 Penalty: 3821.139648
	Iteration 10Q: 3 clusters Score -280765.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -280770.187500 Penalty: 3821.139648
	Iteration 11Q: 3 clusters Score -280770.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -280775.125000 Penalty: 3821.139648
	Iteration 12Q: 3 clusters Score -280775.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -280775.187500 Penalty: 3821.139648
	Iteration 13Q: 3 clusters Score -280775.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -280775.625000 Penalty: 3821.139648
	Iteration 14Q: 3 clusters Score -280775.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -280775.625000 Penalty: 3821.139648
	Iteration 15F: 3 clusters Score -280775.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Entering Unmasked Estep 
Score: -624159.875000 Penalty: 2100.168945
	Iteration 0F: 2 clusters Score -624159.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -619859.812500 Penalty: 4200.337891
	Iteration 0F: 3 clusters Score -619859.8 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -621085.937500 Penalty: 4200.337891
	Iteration 1F: 3 clusters Score -621085.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -621454.937500 Penalty: 4200.337891
	Iteration 2F: 3 clusters Score -621454.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -621779.625000 Penalty: 4200.337891
	Iteration 3F: 3 clusters Score -621779.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -622227.437500 Penalty: 4200.337891
	Iteration 4F: 3 clusters Score -622227.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -622961.250000 Penalty: 4200.337891
	Iteration 5F: 3 clusters Score -622961.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -623889.875000 Penalty: 4200.337891
	Iteration 6F: 3 clusters Score -623889.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -624617.000000 Penalty: 4200.337891
	Iteration 7F: 3 clusters Score -624617 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -625103.687500 Penalty: 4200.337891
	Iteration 8F: 3 clusters Score -625103.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -625287.500000 Penalty: 4200.337891
	Iteration 9Q: 3 clusters Score -625287.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -625369.312500 Penalty: 4200.337891
	Iteration 10Q: 3 clusters Score -625369.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -625409.125000 Penalty: 4200.337891
	Iteration 11Q: 3 clusters Score -625409.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -625418.937500 Penalty: 4200.337891
	Iteration 12Q: 3 clusters Score -625418.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -625420.500000 Penalty: 4200.337891
	Iteration 13Q: 3 clusters Score -625420.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -625422.250000 Penalty: 4200.337891
	Iteration 14Q: 3 clusters Score -625422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -625422.375000 Penalty: 4200.337891
	Iteration 15Q: 3 clusters Score -625422.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -625422.375000 Penalty: 4200.337891
	Iteration 16F: 3 clusters Score -625422.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 125302 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 11346 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 26554 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 46332 members 
Mstep: Class 9 contains 19391 members 
Mstep: Class 10 contains 27110 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 13 contains 5449 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 105520 members 
Mstep: Class 16 contains 316 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 13095 members 
Mstep: Class 19 contains 14192 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4436 members 
Mstep: Class 23 contains 36936 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3399 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 39026 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 816 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 744 members 
Mstep: Class 33 contains 1363 members 
Entering Unmasked Estep 
Score: -73847432.000000 Penalty: 108599.929688
Splitting cluster 26 changes total score from -73845016.000000 to -73847432.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 27 (2535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Entering Unmasked Estep 
Score: -325761.125000 Penalty: 1943.811279
	Iteration 0F: 2 clusters Score -325761.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -322755.875000 Penalty: 3887.622559
	Iteration 0F: 3 clusters Score -322755.9 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -323320.156250 Penalty: 3887.622559
	Iteration 1F: 3 clusters Score -323320.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -323454.343750 Penalty: 3887.622559
	Iteration 2F: 3 clusters Score -323454.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -323536.250000 Penalty: 3887.622559
	Iteration 3Q: 3 clusters Score -323536.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -323601.031250 Penalty: 3887.622559
	Iteration 4Q: 3 clusters Score -323601 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -323653.406250 Penalty: 3887.622559
	Iteration 5Q: 3 clusters Score -323653.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -323687.625000 Penalty: 3887.622559
	Iteration 6Q: 3 clusters Score -323687.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -323713.312500 Penalty: 3887.622559
	Iteration 7Q: 3 clusters Score -323713.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -323729.968750 Penalty: 3887.622559
	Iteration 8Q: 3 clusters Score -323730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -323740.750000 Penalty: 3887.622559
	Iteration 9Q: 3 clusters Score -323740.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -323753.093750 Penalty: 3887.622559
	Iteration 10Q: 3 clusters Score -323753.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -323767.750000 Penalty: 3887.622559
	Iteration 11Q: 3 clusters Score -323767.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -323779.125000 Penalty: 3887.622559
	Iteration 12Q: 3 clusters Score -323779.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -323789.562500 Penalty: 3887.622559
	Iteration 13Q: 3 clusters Score -323789.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -323801.250000 Penalty: 3887.622559
	Iteration 14Q: 3 clusters Score -323801.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -323812.031250 Penalty: 3887.622559
	Iteration 15Q: 3 clusters Score -323812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -323827.562500 Penalty: 3887.622559
	Iteration 16Q: 3 clusters Score -323827.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -323845.218750 Penalty: 3887.622559
	Iteration 17Q: 3 clusters Score -323845.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -323861.875000 Penalty: 3887.622559
	Iteration 18Q: 3 clusters Score -323861.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -323875.593750 Penalty: 3887.622559
	Iteration 19Q: 3 clusters Score -323875.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -323886.343750 Penalty: 3887.622559
	Iteration 20F: 3 clusters Score -323886.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -323902.062500 Penalty: 3887.622559
	Iteration 21Q: 3 clusters Score -323902.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -323916.468750 Penalty: 3887.622559
	Iteration 22Q: 3 clusters Score -323916.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -323939.687500 Penalty: 3887.622559
	Iteration 23Q: 3 clusters Score -323939.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -323965.968750 Penalty: 3887.622559
	Iteration 24Q: 3 clusters Score -323966 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -324001.375000 Penalty: 3887.622559
	Iteration 25Q: 3 clusters Score -324001.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -324029.281250 Penalty: 3887.622559
	Iteration 26Q: 3 clusters Score -324029.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -324064.000000 Penalty: 3887.622559
	Iteration 27Q: 3 clusters Score -324064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -324096.062500 Penalty: 3887.622559
	Iteration 28Q: 3 clusters Score -324096.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -324139.687500 Penalty: 3887.622559
	Iteration 29Q: 3 clusters Score -324139.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -324163.562500 Penalty: 3887.622559
	Iteration 30Q: 3 clusters Score -324163.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -324182.281250 Penalty: 3887.622559
	Iteration 31Q: 3 clusters Score -324182.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -324208.062500 Penalty: 3887.622559
	Iteration 32Q: 3 clusters Score -324208.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -324234.468750 Penalty: 3887.622559
	Iteration 33Q: 3 clusters Score -324234.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -324246.531250 Penalty: 3887.622559
	Iteration 34Q: 3 clusters Score -324246.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -324255.750000 Penalty: 3887.622559
	Iteration 35Q: 3 clusters Score -324255.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -324266.125000 Penalty: 3887.622559
	Iteration 36Q: 3 clusters Score -324266.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -324272.437500 Penalty: 3887.622559
	Iteration 37Q: 3 clusters Score -324272.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -324278.500000 Penalty: 3887.622559
	Iteration 38Q: 3 clusters Score -324278.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -324284.343750 Penalty: 3887.622559
	Iteration 39Q: 3 clusters Score -324284.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -324289.375000 Penalty: 3887.622559
	Iteration 40F: 3 clusters Score -324289.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -324294.625000 Penalty: 3887.622559
	Iteration 41Q: 3 clusters Score -324294.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -324301.125000 Penalty: 3887.622559
	Iteration 42Q: 3 clusters Score -324301.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -324307.187500 Penalty: 3887.622559
	Iteration 43Q: 3 clusters Score -324307.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -324310.000000 Penalty: 3887.622559
	Iteration 44Q: 3 clusters Score -324310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -324310.000000 Penalty: 3887.622559
	Iteration 45F: 3 clusters Score -324310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (39026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Entering Unmasked Estep 
Score: -5113245.000000 Penalty: 2621.851807
	Iteration 0F: 2 clusters Score -5113245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -5086774.000000 Penalty: 5243.703613
	Iteration 0F: 3 clusters Score -5086774 nChanged 17983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -5096692.500000 Penalty: 5243.703613
	Iteration 1F: 3 clusters Score -5096692 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -5097597.000000 Penalty: 5243.703613
	Iteration 2Q: 3 clusters Score -5097597 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -5099055.000000 Penalty: 5243.703613
	Iteration 3F: 3 clusters Score -5099055 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -5101322.000000 Penalty: 5243.703613
	Iteration 4F: 3 clusters Score -5101322 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -5104114.000000 Penalty: 5243.703613
	Iteration 5F: 3 clusters Score -5104114 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -5106532.000000 Penalty: 5243.703613
	Iteration 6F: 3 clusters Score -5106532 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -5108249.000000 Penalty: 5243.703613
	Iteration 7F: 3 clusters Score -5108249 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -5109420.000000 Penalty: 5243.703613
	Iteration 8Q: 3 clusters Score -5109420 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -5110357.500000 Penalty: 5243.703613
	Iteration 9Q: 3 clusters Score -5110358 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -5111170.500000 Penalty: 5243.703613
	Iteration 10Q: 3 clusters Score -5111170 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -5111940.500000 Penalty: 5243.703613
	Iteration 11Q: 3 clusters Score -5111940 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -5112561.000000 Penalty: 5243.703613
	Iteration 12Q: 3 clusters Score -5112561 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -5112983.000000 Penalty: 5243.703613
	Iteration 13Q: 3 clusters Score -5112983 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -5113251.000000 Penalty: 5243.703613
	Iteration 14Q: 3 clusters Score -5113251 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -5113502.000000 Penalty: 5243.703613
	Iteration 15Q: 3 clusters Score -5113502 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -5113821.500000 Penalty: 5243.703613
	Iteration 16Q: 3 clusters Score -5113822 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -5114151.500000 Penalty: 5243.703613
	Iteration 17Q: 3 clusters Score -5114152 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -5114474.500000 Penalty: 5243.703613
	Iteration 18Q: 3 clusters Score -5114474 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -5114606.500000 Penalty: 5243.703613
	Iteration 19Q: 3 clusters Score -5114606 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -5114661.000000 Penalty: 5243.703613
	Iteration 20F: 3 clusters Score -5114661 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -5114685.000000 Penalty: 5243.703613
	Iteration 21Q: 3 clusters Score -5114685 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -5114697.000000 Penalty: 5243.703613
	Iteration 22Q: 3 clusters Score -5114697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -5114705.000000 Penalty: 5243.703613
	Iteration 23Q: 3 clusters Score -5114705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -5114708.500000 Penalty: 5243.703613
	Iteration 24Q: 3 clusters Score -5114708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -5114706.000000 Penalty: 5243.703613
	Iteration 25Q: 3 clusters Score -5114706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -5114701.000000 Penalty: 5243.703613
	Iteration 26Q: 3 clusters Score -5114701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -5114699.500000 Penalty: 5243.703613
	Iteration 27Q: 3 clusters Score -5114700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -5114702.000000 Penalty: 5243.703613
	Iteration 28Q: 3 clusters Score -5114702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -5114708.000000 Penalty: 5243.703613
	Iteration 29Q: 3 clusters Score -5114708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -5114716.500000 Penalty: 5243.703613
	Iteration 30Q: 3 clusters Score -5114716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -5114712.000000 Penalty: 5243.703613
	Iteration 31Q: 3 clusters Score -5114712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -5114715.000000 Penalty: 5243.703613
	Iteration 32Q: 3 clusters Score -5114715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -5114721.500000 Penalty: 5243.703613
	Iteration 33Q: 3 clusters Score -5114722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -5114721.500000 Penalty: 5243.703613
	Iteration 34F: 3 clusters Score -5114722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 125302 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 11346 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 26554 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 46332 members 
Mstep: Class 9 contains 19391 members 
Mstep: Class 10 contains 27110 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 13 contains 5449 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 105520 members 
Mstep: Class 16 contains 316 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 13095 members 
Mstep: Class 19 contains 14192 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4436 members 
Mstep: Class 23 contains 36936 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3399 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 34596 members 
Mstep: Class 29 contains 409 members 
Mstep: Class 30 contains 816 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 744 members 
Mstep: Class 33 contains 1363 members 
Mstep: Class 34 contains 4430 members 
Entering Unmasked Estep 
Score: -73848216.000000 Penalty: 111890.835938
Splitting cluster 28 changes total score from -73845016.000000 to -73848216.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 125302 members 
Mstep: Class 3 contains 680 members 
Mstep: Class 4 contains 11346 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 26554 members 
Mstep: Class 7 contains 21264 members 
Mstep: Class 8 contains 46332 members 
Mstep: Class 9 contains 19391 members 
Mstep: Class 10 contains 27110 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 13 contains 5449 members 
Mstep: Class 14 contains 11716 members 
Mstep: Class 15 contains 105520 members 
Mstep: Class 16 contains 316 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 13095 members 
Mstep: Class 19 contains 14192 members 
Mstep: Class 20 contains 8682 members 
Mstep: Class 21 contains 444 members 
Mstep: Class 22 contains 4436 members 
Mstep: Class 23 contains 36936 members 
Mstep: Class 24 contains 1121 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3399 members 
Mstep: Class 27 contains 2535 members 
Mstep: Class 28 contains 34596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73849688.000000 Penalty: 111890.835938
Iteration 79Q: 35 clusters Score -7.384969e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 125349 members 
Mstep: Class 3 contains 679 members 
Mstep: Class 4 contains 11470 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 26369 members 
Mstep: Class 7 contains 21262 members 
Mstep: Class 8 contains 46323 members 
Mstep: Class 9 contains 19399 members 
Mstep: Class 10 contains 27112 members 
Mstep: Class 11 contains 601 members 
Mstep: Class 12 contains 22686 members 
Mstep: Class 13 contains 5451 members 
Mstep: Class 14 contains 11753 members 
Mstep: Class 15 contains 106175 members 
Mstep: Class 16 contains 317 members 
Mstep: Class 17 contains 2884 members 
Mstep: Class 18 contains 13159 members 
Mstep: Class 19 contains 14246 members 
Mstep: Class 20 contains 8685 members 
Mstep: Class 21 contains 445 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 36932 members 
Mstep: Class 24 contains 1124 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3547 members 
Mstep: Class 27 contains 2534 members 
Mstep: Class 28 contains 33967 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 815 members 
Mstep: Class 31 contains 1957 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 1260 members 
Mstep: Class 34 contains 4192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73851640.000000 Penalty: 111890.835938
Iteration 80F: 35 clusters Score -7.385164e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 125267 members 
Mstep: Class 3 contains 678 members 
Mstep: Class 4 contains 11415 members 
Mstep: Class 5 contains 542 members 
Mstep: Class 6 contains 26190 members 
Mstep: Class 7 contains 21262 members 
Mstep: Class 8 contains 46342 members 
Mstep: Class 9 contains 19398 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 569 members 
Mstep: Class 12 contains 22684 members 
Mstep: Class 13 contains 5448 members 
Mstep: Class 14 contains 11680 members 
Mstep: Class 15 contains 106484 members 
Mstep: Class 16 contains 317 members 
Mstep: Class 17 contains 2842 members 
Mstep: Class 18 contains 13254 members 
Mstep: Class 19 contains 14222 members 
Mstep: Class 20 contains 8686 members 
Mstep: Class 21 contains 434 members 
Mstep: Class 22 contains 4423 members 
Mstep: Class 23 contains 36937 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3643 members 
Mstep: Class 27 contains 2534 members 
Mstep: Class 28 contains 33433 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 828 members 
Mstep: Class 31 contains 2128 members 
Mstep: Class 32 contains 745 members 
Mstep: Class 33 contains 1367 members 
Mstep: Class 34 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852408.000000 Penalty: 111890.835938
Iteration 81Q: 35 clusters Score -7.385241e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 125214 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11366 members 
Mstep: Class 5 contains 544 members 
Mstep: Class 6 contains 26090 members 
Mstep: Class 7 contains 21267 members 
Mstep: Class 8 contains 46347 members 
Mstep: Class 9 contains 19402 members 
Mstep: Class 10 contains 27120 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 22679 members 
Mstep: Class 13 contains 5440 members 
Mstep: Class 14 contains 11658 members 
Mstep: Class 15 contains 106742 members 
Mstep: Class 16 contains 314 members 
Mstep: Class 17 contains 2820 members 
Mstep: Class 18 contains 13352 members 
Mstep: Class 19 contains 14226 members 
Mstep: Class 20 contains 8699 members 
Mstep: Class 21 contains 426 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 36940 members 
Mstep: Class 24 contains 1126 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3703 members 
Mstep: Class 27 contains 2533 members 
Mstep: Class 28 contains 33032 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 835 members 
Mstep: Class 31 contains 2195 members 
Mstep: Class 32 contains 751 members 
Mstep: Class 33 contains 1422 members 
Mstep: Class 34 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852896.000000 Penalty: 111890.835938
Iteration 82Q: 35 clusters Score -7.38529e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 125171 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11339 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 26032 members 
Mstep: Class 7 contains 21270 members 
Mstep: Class 8 contains 46357 members 
Mstep: Class 9 contains 19403 members 
Mstep: Class 10 contains 27122 members 
Mstep: Class 11 contains 552 members 
Mstep: Class 12 contains 22680 members 
Mstep: Class 13 contains 5431 members 
Mstep: Class 14 contains 11652 members 
Mstep: Class 15 contains 106894 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2809 members 
Mstep: Class 18 contains 13443 members 
Mstep: Class 19 contains 14222 members 
Mstep: Class 20 contains 8714 members 
Mstep: Class 21 contains 420 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 36937 members 
Mstep: Class 24 contains 1127 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3756 members 
Mstep: Class 27 contains 2531 members 
Mstep: Class 28 contains 32739 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 840 members 
Mstep: Class 31 contains 2227 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1450 members 
Mstep: Class 34 contains 4557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853224.000000 Penalty: 111890.835938
Iteration 83Q: 35 clusters Score -7.385322e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 125153 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11309 members 
Mstep: Class 5 contains 547 members 
Mstep: Class 6 contains 25983 members 
Mstep: Class 7 contains 21272 members 
Mstep: Class 8 contains 46365 members 
Mstep: Class 9 contains 19401 members 
Mstep: Class 10 contains 27124 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 22684 members 
Mstep: Class 13 contains 5429 members 
Mstep: Class 14 contains 11659 members 
Mstep: Class 15 contains 107010 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2798 members 
Mstep: Class 18 contains 13504 members 
Mstep: Class 19 contains 14219 members 
Mstep: Class 20 contains 8734 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 36941 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3781 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 32535 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 844 members 
Mstep: Class 31 contains 2247 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 4595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853240.000000 Penalty: 111890.835938
Iteration 84Q: 35 clusters Score -7.385324e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 125145 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11280 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 25958 members 
Mstep: Class 7 contains 21274 members 
Mstep: Class 8 contains 46368 members 
Mstep: Class 9 contains 19397 members 
Mstep: Class 10 contains 27122 members 
Mstep: Class 11 contains 544 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5427 members 
Mstep: Class 14 contains 11660 members 
Mstep: Class 15 contains 107108 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2801 members 
Mstep: Class 18 contains 13552 members 
Mstep: Class 19 contains 14228 members 
Mstep: Class 20 contains 8746 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 36942 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3796 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 32374 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 848 members 
Mstep: Class 31 contains 2253 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1482 members 
Mstep: Class 34 contains 4617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853432.000000 Penalty: 111890.835938
Iteration 85Q: 35 clusters Score -7.385343e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 125140 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11259 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 25944 members 
Mstep: Class 7 contains 21276 members 
Mstep: Class 8 contains 46361 members 
Mstep: Class 9 contains 19397 members 
Mstep: Class 10 contains 27121 members 
Mstep: Class 11 contains 546 members 
Mstep: Class 12 contains 22686 members 
Mstep: Class 13 contains 5423 members 
Mstep: Class 14 contains 11655 members 
Mstep: Class 15 contains 107171 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2800 members 
Mstep: Class 18 contains 13592 members 
Mstep: Class 19 contains 14226 members 
Mstep: Class 20 contains 8757 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 36940 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3810 members 
Mstep: Class 27 contains 2528 members 
Mstep: Class 28 contains 32269 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 856 members 
Mstep: Class 31 contains 2260 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1491 members 
Mstep: Class 34 contains 4637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853632.000000 Penalty: 111890.835938
Iteration 86Q: 35 clusters Score -7.385363e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 125132 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11242 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 25938 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46364 members 
Mstep: Class 9 contains 19394 members 
Mstep: Class 10 contains 27120 members 
Mstep: Class 11 contains 544 members 
Mstep: Class 12 contains 22686 members 
Mstep: Class 13 contains 5420 members 
Mstep: Class 14 contains 11651 members 
Mstep: Class 15 contains 107212 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2796 members 
Mstep: Class 18 contains 13628 members 
Mstep: Class 19 contains 14226 members 
Mstep: Class 20 contains 8768 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 36942 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3820 members 
Mstep: Class 27 contains 2528 members 
Mstep: Class 28 contains 32177 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 867 members 
Mstep: Class 31 contains 2262 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1500 members 
Mstep: Class 34 contains 4660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853736.000000 Penalty: 111890.835938
Iteration 87Q: 35 clusters Score -7.385374e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 125120 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11228 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 25932 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46364 members 
Mstep: Class 9 contains 19392 members 
Mstep: Class 10 contains 27120 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 13 contains 5420 members 
Mstep: Class 14 contains 11644 members 
Mstep: Class 15 contains 107252 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2792 members 
Mstep: Class 18 contains 13658 members 
Mstep: Class 19 contains 14225 members 
Mstep: Class 20 contains 8786 members 
Mstep: Class 21 contains 399 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 36944 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3833 members 
Mstep: Class 27 contains 2528 members 
Mstep: Class 28 contains 32090 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 868 members 
Mstep: Class 31 contains 2262 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1509 members 
Mstep: Class 34 contains 4679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853752.000000 Penalty: 111890.835938
Iteration 88Q: 35 clusters Score -7.385375e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 125114 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11219 members 
Mstep: Class 5 contains 551 members 
Mstep: Class 6 contains 25927 members 
Mstep: Class 7 contains 21279 members 
Mstep: Class 8 contains 46371 members 
Mstep: Class 9 contains 19390 members 
Mstep: Class 10 contains 27120 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 13 contains 5422 members 
Mstep: Class 14 contains 11634 members 
Mstep: Class 15 contains 107278 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2791 members 
Mstep: Class 18 contains 13675 members 
Mstep: Class 19 contains 14226 members 
Mstep: Class 20 contains 8795 members 
Mstep: Class 21 contains 404 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 36942 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3843 members 
Mstep: Class 27 contains 2527 members 
Mstep: Class 28 contains 32024 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 867 members 
Mstep: Class 31 contains 2264 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1512 members 
Mstep: Class 34 contains 4692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853784.000000 Penalty: 111890.835938
Iteration 89Q: 35 clusters Score -7.385378e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 125112 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11210 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 25922 members 
Mstep: Class 7 contains 21278 members 
Mstep: Class 8 contains 46376 members 
Mstep: Class 9 contains 19389 members 
Mstep: Class 10 contains 27120 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 22687 members 
Mstep: Class 13 contains 5422 members 
Mstep: Class 14 contains 11625 members 
Mstep: Class 15 contains 107301 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2789 members 
Mstep: Class 18 contains 13693 members 
Mstep: Class 19 contains 14226 members 
Mstep: Class 20 contains 8803 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 36944 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3850 members 
Mstep: Class 27 contains 2523 members 
Mstep: Class 28 contains 31973 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 863 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1517 members 
Mstep: Class 34 contains 4701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853744.000000 Penalty: 111890.835938
Iteration 90Q: 35 clusters Score -7.385374e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 125111 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11211 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 25918 members 
Mstep: Class 7 contains 21278 members 
Mstep: Class 8 contains 46378 members 
Mstep: Class 9 contains 19389 members 
Mstep: Class 10 contains 27120 members 
Mstep: Class 11 contains 542 members 
Mstep: Class 12 contains 22686 members 
Mstep: Class 13 contains 5420 members 
Mstep: Class 14 contains 11628 members 
Mstep: Class 15 contains 107310 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2788 members 
Mstep: Class 18 contains 13716 members 
Mstep: Class 19 contains 14220 members 
Mstep: Class 20 contains 8807 members 
Mstep: Class 21 contains 410 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 36945 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3855 members 
Mstep: Class 27 contains 2521 members 
Mstep: Class 28 contains 31932 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 861 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1520 members 
Mstep: Class 34 contains 4707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853808.000000 Penalty: 111890.835938
Iteration 91Q: 35 clusters Score -7.385381e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 125105 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11205 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 25918 members 
Mstep: Class 7 contains 21278 members 
Mstep: Class 8 contains 46378 members 
Mstep: Class 9 contains 19386 members 
Mstep: Class 10 contains 27120 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5418 members 
Mstep: Class 14 contains 11631 members 
Mstep: Class 15 contains 107326 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2788 members 
Mstep: Class 18 contains 13727 members 
Mstep: Class 19 contains 14215 members 
Mstep: Class 20 contains 8813 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 36946 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3862 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31904 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 857 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1523 members 
Mstep: Class 34 contains 4710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853840.000000 Penalty: 111890.835938
Iteration 92Q: 35 clusters Score -7.385384e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 125099 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11203 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 25919 members 
Mstep: Class 7 contains 21278 members 
Mstep: Class 8 contains 46379 members 
Mstep: Class 9 contains 19385 members 
Mstep: Class 10 contains 27120 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5417 members 
Mstep: Class 14 contains 11634 members 
Mstep: Class 15 contains 107331 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2788 members 
Mstep: Class 18 contains 13732 members 
Mstep: Class 19 contains 14210 members 
Mstep: Class 20 contains 8819 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 36947 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3868 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31886 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 853 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1523 members 
Mstep: Class 34 contains 4713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853856.000000 Penalty: 111890.835938
Iteration 93Q: 35 clusters Score -7.385386e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 125093 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11200 members 
Mstep: Class 5 contains 576 members 
Mstep: Class 6 contains 25919 members 
Mstep: Class 7 contains 21278 members 
Mstep: Class 8 contains 46380 members 
Mstep: Class 9 contains 19385 members 
Mstep: Class 10 contains 27119 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5416 members 
Mstep: Class 14 contains 11642 members 
Mstep: Class 15 contains 107336 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2788 members 
Mstep: Class 18 contains 13738 members 
Mstep: Class 19 contains 14208 members 
Mstep: Class 20 contains 8822 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 36947 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3870 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31871 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 842 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1523 members 
Mstep: Class 34 contains 4716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853968.000000 Penalty: 111890.835938
Iteration 94Q: 35 clusters Score -7.385397e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 125091 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11197 members 
Mstep: Class 5 contains 595 members 
Mstep: Class 6 contains 25918 members 
Mstep: Class 7 contains 21278 members 
Mstep: Class 8 contains 46382 members 
Mstep: Class 9 contains 19385 members 
Mstep: Class 10 contains 27119 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5415 members 
Mstep: Class 14 contains 11653 members 
Mstep: Class 15 contains 107338 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2787 members 
Mstep: Class 18 contains 13744 members 
Mstep: Class 19 contains 14203 members 
Mstep: Class 20 contains 8827 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 36946 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3870 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31858 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 823 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1523 members 
Mstep: Class 34 contains 4718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854016.000000 Penalty: 111890.835938
Iteration 95Q: 35 clusters Score -7.385402e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 125089 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11194 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 25916 members 
Mstep: Class 7 contains 21278 members 
Mstep: Class 8 contains 46381 members 
Mstep: Class 9 contains 19385 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5415 members 
Mstep: Class 14 contains 11662 members 
Mstep: Class 15 contains 107343 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13751 members 
Mstep: Class 19 contains 14199 members 
Mstep: Class 20 contains 8832 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 36946 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3871 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31847 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 813 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1523 members 
Mstep: Class 34 contains 4718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854040.000000 Penalty: 111890.835938
Iteration 96Q: 35 clusters Score -7.385404e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 125086 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11195 members 
Mstep: Class 5 contains 616 members 
Mstep: Class 6 contains 25917 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46380 members 
Mstep: Class 9 contains 19385 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5413 members 
Mstep: Class 14 contains 11670 members 
Mstep: Class 15 contains 107343 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13753 members 
Mstep: Class 19 contains 14196 members 
Mstep: Class 20 contains 8840 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 36947 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3871 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31839 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 802 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1523 members 
Mstep: Class 34 contains 4718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854040.000000 Penalty: 111890.835938
Iteration 97Q: 35 clusters Score -7.385404e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 125087 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11196 members 
Mstep: Class 5 contains 620 members 
Mstep: Class 6 contains 25917 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46380 members 
Mstep: Class 9 contains 19385 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5413 members 
Mstep: Class 14 contains 11671 members 
Mstep: Class 15 contains 107346 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13754 members 
Mstep: Class 19 contains 14197 members 
Mstep: Class 20 contains 8842 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 4427 members 
Mstep: Class 23 contains 36948 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3871 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31832 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 798 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1523 members 
Mstep: Class 34 contains 4718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854088.000000 Penalty: 111890.835938
Iteration 98Q: 35 clusters Score -7.385409e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 125089 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11195 members 
Mstep: Class 5 contains 622 members 
Mstep: Class 6 contains 25917 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46380 members 
Mstep: Class 9 contains 19385 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 11677 members 
Mstep: Class 15 contains 107351 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13756 members 
Mstep: Class 19 contains 14195 members 
Mstep: Class 20 contains 8842 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 36948 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3871 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31824 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 796 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1523 members 
Mstep: Class 34 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854144.000000 Penalty: 111890.835938
Iteration 99Q: 35 clusters Score -7.385414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 125089 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11195 members 
Mstep: Class 5 contains 623 members 
Mstep: Class 6 contains 25917 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46377 members 
Mstep: Class 9 contains 19385 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 11678 members 
Mstep: Class 15 contains 107352 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13761 members 
Mstep: Class 19 contains 14192 members 
Mstep: Class 20 contains 8846 members 
Mstep: Class 21 contains 412 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 36949 members 
Mstep: Class 24 contains 1128 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31818 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 795 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1524 members 
Mstep: Class 34 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854104.000000 Penalty: 111890.835938
Iteration 100F: 35 clusters Score -7.38541e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 125086 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11195 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 25917 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46376 members 
Mstep: Class 9 contains 19385 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 11678 members 
Mstep: Class 15 contains 107353 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13765 members 
Mstep: Class 19 contains 14191 members 
Mstep: Class 20 contains 8847 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 36949 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3874 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31812 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 794 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1524 members 
Mstep: Class 34 contains 4720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854128.000000 Penalty: 111890.835938
Iteration 101Q: 35 clusters Score -7.385413e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 125083 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11194 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 25917 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46379 members 
Mstep: Class 9 contains 19385 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 11678 members 
Mstep: Class 15 contains 107353 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13769 members 
Mstep: Class 19 contains 14191 members 
Mstep: Class 20 contains 8847 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 36949 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3876 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31804 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 794 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1525 members 
Mstep: Class 34 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854120.000000 Penalty: 111890.835938
Iteration 102Q: 35 clusters Score -7.385412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 125081 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11193 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 25917 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46380 members 
Mstep: Class 9 contains 19384 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 11679 members 
Mstep: Class 15 contains 107353 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13772 members 
Mstep: Class 19 contains 14191 members 
Mstep: Class 20 contains 8847 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 23 contains 36949 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3876 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31800 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 794 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1527 members 
Mstep: Class 34 contains 4723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854136.000000 Penalty: 111890.835938
Iteration 103Q: 35 clusters Score -7.385414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 125078 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11193 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 25916 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46382 members 
Mstep: Class 9 contains 19384 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 11684 members 
Mstep: Class 15 contains 107353 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13774 members 
Mstep: Class 19 contains 14191 members 
Mstep: Class 20 contains 8847 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 4423 members 
Mstep: Class 23 contains 36949 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3876 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31794 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 794 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1527 members 
Mstep: Class 34 contains 4725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854136.000000 Penalty: 111890.835938
Iteration 104Q: 35 clusters Score -7.385414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 125077 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11192 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 25916 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46384 members 
Mstep: Class 9 contains 19384 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 11686 members 
Mstep: Class 15 contains 107354 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13775 members 
Mstep: Class 19 contains 14191 members 
Mstep: Class 20 contains 8847 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 36949 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3876 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31789 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 794 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1527 members 
Mstep: Class 34 contains 4727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854152.000000 Penalty: 111890.835938
Iteration 105Q: 35 clusters Score -7.385415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 125077 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11190 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 25916 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46387 members 
Mstep: Class 9 contains 19384 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 11685 members 
Mstep: Class 15 contains 107355 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13775 members 
Mstep: Class 19 contains 14192 members 
Mstep: Class 20 contains 8847 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 36949 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3876 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31787 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 794 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1527 members 
Mstep: Class 34 contains 4727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854136.000000 Penalty: 111890.835938
Iteration 106Q: 35 clusters Score -7.385414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 125077 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11191 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 25916 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46389 members 
Mstep: Class 9 contains 19384 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 11686 members 
Mstep: Class 15 contains 107354 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13775 members 
Mstep: Class 19 contains 14191 members 
Mstep: Class 20 contains 8847 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 36949 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3876 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31784 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 794 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1527 members 
Mstep: Class 34 contains 4728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854144.000000 Penalty: 111890.835938
Iteration 107Q: 35 clusters Score -7.385414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 125077 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11191 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 25916 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46390 members 
Mstep: Class 9 contains 19384 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 11686 members 
Mstep: Class 15 contains 107353 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13776 members 
Mstep: Class 19 contains 14190 members 
Mstep: Class 20 contains 8847 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 36950 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3876 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31783 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 794 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1527 members 
Mstep: Class 34 contains 4728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854120.000000 Penalty: 111890.835938
Iteration 108Q: 35 clusters Score -7.385412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 125077 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11191 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 25916 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46390 members 
Mstep: Class 9 contains 19384 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 11686 members 
Mstep: Class 15 contains 107353 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13777 members 
Mstep: Class 19 contains 14190 members 
Mstep: Class 20 contains 8847 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 36950 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3876 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31782 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 794 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1527 members 
Mstep: Class 34 contains 4728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854128.000000 Penalty: 111890.835938
Iteration 109Q: 35 clusters Score -7.385413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 125077 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11191 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 25916 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46390 members 
Mstep: Class 9 contains 19384 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 11686 members 
Mstep: Class 15 contains 107353 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13778 members 
Mstep: Class 19 contains 14190 members 
Mstep: Class 20 contains 8847 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 36950 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3876 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31781 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 794 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1527 members 
Mstep: Class 34 contains 4728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854128.000000 Penalty: 111890.835938
Iteration 110Q: 35 clusters Score -7.385413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 125077 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11191 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 25916 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46390 members 
Mstep: Class 9 contains 19384 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 11686 members 
Mstep: Class 15 contains 107353 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13779 members 
Mstep: Class 19 contains 14190 members 
Mstep: Class 20 contains 8847 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 36950 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3876 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31780 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 794 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1527 members 
Mstep: Class 34 contains 4728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854128.000000 Penalty: 111890.835938
Iteration 111Q: 35 clusters Score -7.385413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 125077 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11191 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 25916 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46390 members 
Mstep: Class 9 contains 19384 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 11686 members 
Mstep: Class 15 contains 107354 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13779 members 
Mstep: Class 19 contains 14190 members 
Mstep: Class 20 contains 8847 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 36950 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3876 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31779 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 794 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1527 members 
Mstep: Class 34 contains 4728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854120.000000 Penalty: 111890.835938
Iteration 112Q: 35 clusters Score -7.385412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 125077 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11191 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 25916 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46390 members 
Mstep: Class 9 contains 19384 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 11686 members 
Mstep: Class 15 contains 107354 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13779 members 
Mstep: Class 19 contains 14190 members 
Mstep: Class 20 contains 8847 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 36950 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3876 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31779 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 794 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1527 members 
Mstep: Class 34 contains 4728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854120.000000 Penalty: 111890.835938
Iteration 113F: 35 clusters Score -7.385412e+07 nChanged 0
Entering ConstructFrom: 
Score: -73854120.000000 Penalty: 111890.835938
Entering ConstructFrom: 
Trying to split cluster 1 (20380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Entering Unmasked Estep 
Score: -2645319.750000 Penalty: 2460.732666
	Iteration 0F: 2 clusters Score -2645320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2631133.500000 Penalty: 4921.465332
	Iteration 0F: 3 clusters Score -2631134 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2635893.250000 Penalty: 4921.465332
	Iteration 1F: 3 clusters Score -2635893 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2636306.250000 Penalty: 4921.465332
	Iteration 2F: 3 clusters Score -2636306 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2636687.750000 Penalty: 4921.465332
	Iteration 3Q: 3 clusters Score -2636688 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2637022.500000 Penalty: 4921.465332
	Iteration 4Q: 3 clusters Score -2637022 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2637319.000000 Penalty: 4921.465332
	Iteration 5Q: 3 clusters Score -2637319 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2637627.250000 Penalty: 4921.465332
	Iteration 6Q: 3 clusters Score -2637627 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2637889.750000 Penalty: 4921.465332
	Iteration 7Q: 3 clusters Score -2637890 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2638204.750000 Penalty: 4921.465332
	Iteration 8Q: 3 clusters Score -2638205 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2638609.000000 Penalty: 4921.465332
	Iteration 9Q: 3 clusters Score -2638609 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2639060.500000 Penalty: 4921.465332
	Iteration 10Q: 3 clusters Score -2639060 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2639601.250000 Penalty: 4921.465332
	Iteration 11Q: 3 clusters Score -2639601 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2640122.500000 Penalty: 4921.465332
	Iteration 12Q: 3 clusters Score -2640122 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2640612.750000 Penalty: 4921.465332
	Iteration 13Q: 3 clusters Score -2640613 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2641079.500000 Penalty: 4921.465332
	Iteration 14Q: 3 clusters Score -2641080 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2641461.250000 Penalty: 4921.465332
	Iteration 15Q: 3 clusters Score -2641461 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2641791.500000 Penalty: 4921.465332
	Iteration 16Q: 3 clusters Score -2641792 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2642068.000000 Penalty: 4921.465332
	Iteration 17Q: 3 clusters Score -2642068 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2642335.500000 Penalty: 4921.465332
	Iteration 18Q: 3 clusters Score -2642336 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2642596.750000 Penalty: 4921.465332
	Iteration 19Q: 3 clusters Score -2642597 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2642875.000000 Penalty: 4921.465332
	Iteration 20F: 3 clusters Score -2642875 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2643120.250000 Penalty: 4921.465332
	Iteration 21Q: 3 clusters Score -2643120 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2643312.500000 Penalty: 4921.465332
	Iteration 22Q: 3 clusters Score -2643312 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2643428.000000 Penalty: 4921.465332
	Iteration 23Q: 3 clusters Score -2643428 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2643497.750000 Penalty: 4921.465332
	Iteration 24Q: 3 clusters Score -2643498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2643525.750000 Penalty: 4921.465332
	Iteration 25Q: 3 clusters Score -2643526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2643537.750000 Penalty: 4921.465332
	Iteration 26Q: 3 clusters Score -2643538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2643551.000000 Penalty: 4921.465332
	Iteration 27Q: 3 clusters Score -2643551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2643559.250000 Penalty: 4921.465332
	Iteration 28Q: 3 clusters Score -2643559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2643563.500000 Penalty: 4921.465332
	Iteration 29Q: 3 clusters Score -2643564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -2643564.000000 Penalty: 4921.465332
	Iteration 30Q: 3 clusters Score -2643564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2643574.250000 Penalty: 4921.465332
	Iteration 31Q: 3 clusters Score -2643574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2643579.250000 Penalty: 4921.465332
	Iteration 32Q: 3 clusters Score -2643579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2643581.250000 Penalty: 4921.465332
	Iteration 33Q: 3 clusters Score -2643581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2643582.750000 Penalty: 4921.465332
	Iteration 34Q: 3 clusters Score -2643583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2643581.500000 Penalty: 4921.465332
	Iteration 35Q: 3 clusters Score -2643582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2643582.250000 Penalty: 4921.465332
	Iteration 36Q: 3 clusters Score -2643582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2643584.000000 Penalty: 4921.465332
	Iteration 37Q: 3 clusters Score -2643584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2643586.750000 Penalty: 4921.465332
	Iteration 38Q: 3 clusters Score -2643587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2643589.500000 Penalty: 4921.465332
	Iteration 39Q: 3 clusters Score -2643590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2643589.750000 Penalty: 4921.465332
	Iteration 40F: 3 clusters Score -2643590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2643589.250000 Penalty: 4921.465332
	Iteration 41Q: 3 clusters Score -2643589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2643588.250000 Penalty: 4921.465332
	Iteration 42Q: 3 clusters Score -2643588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2643588.250000 Penalty: 4921.465332
	Iteration 43F: 3 clusters Score -2643588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (125077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125077 members 
Entering Unmasked Estep 
Score: -16475365.000000 Penalty: 2910.697754
	Iteration 0F: 2 clusters Score -1.647536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62383 members 
Mstep: Class 2 contains 62694 members 
Entering Unmasked Estep 
Score: -16391619.000000 Penalty: 5821.395508
	Iteration 0F: 3 clusters Score -1.639162e+07 nChanged 59598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
Score: -16426236.000000 Penalty: 5821.395508
	Iteration 1F: 3 clusters Score -1.642624e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58308 members 
Mstep: Class 2 contains 66769 members 
Entering Unmasked Estep 
Score: -16427387.000000 Penalty: 5821.395508
	Iteration 2Q: 3 clusters Score -1.642739e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 69138 members 
Entering Unmasked Estep 
Score: -16428725.000000 Penalty: 5821.395508
	Iteration 3Q: 3 clusters Score -1.642872e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 72643 members 
Entering Unmasked Estep 
Score: -16430777.000000 Penalty: 5821.395508
	Iteration 4Q: 3 clusters Score -1.643078e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 77476 members 
Entering Unmasked Estep 
Score: -16433703.000000 Penalty: 5821.395508
	Iteration 5Q: 3 clusters Score -1.64337e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 84019 members 
Entering Unmasked Estep 
Score: -16437967.000000 Penalty: 5821.395508
	Iteration 6F: 3 clusters Score -1.643797e+07 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 92106 members 
Entering Unmasked Estep 
Score: -16444101.000000 Penalty: 5821.395508
	Iteration 7F: 3 clusters Score -1.64441e+07 nChanged 9121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 101123 members 
Entering Unmasked Estep 
Score: -16451642.000000 Penalty: 5821.395508
	Iteration 8F: 3 clusters Score -1.645164e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 109606 members 
Entering Unmasked Estep 
Score: -16459285.000000 Penalty: 5821.395508
	Iteration 9F: 3 clusters Score -1.645928e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 116121 members 
Entering Unmasked Estep 
Score: -16465184.000000 Penalty: 5821.395508
	Iteration 10F: 3 clusters Score -1.646518e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 120402 members 
Entering Unmasked Estep 
Score: -16468841.000000 Penalty: 5821.395508
	Iteration 11Q: 3 clusters Score -1.646884e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 122785 members 
Entering Unmasked Estep 
Score: -16470919.000000 Penalty: 5821.395508
	Iteration 12Q: 3 clusters Score -1.647092e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 123861 members 
Entering Unmasked Estep 
Score: -16471868.000000 Penalty: 5821.395508
	Iteration 13Q: 3 clusters Score -1.647187e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 124325 members 
Entering Unmasked Estep 
Score: -16472282.000000 Penalty: 5821.395508
	Iteration 14Q: 3 clusters Score -1.647228e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 124496 members 
Entering Unmasked Estep 
Score: -16472512.000000 Penalty: 5821.395508
	Iteration 15Q: 3 clusters Score -1.647251e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 124576 members 
Entering Unmasked Estep 
Score: -16472598.000000 Penalty: 5821.395508
	Iteration 16Q: 3 clusters Score -1.64726e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 124613 members 
Entering Unmasked Estep 
Score: -16472682.000000 Penalty: 5821.395508
	Iteration 17Q: 3 clusters Score -1.647268e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 124638 members 
Entering Unmasked Estep 
Score: -16472722.000000 Penalty: 5821.395508
	Iteration 18Q: 3 clusters Score -1.647272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 124650 members 
Entering Unmasked Estep 
Score: -16472738.000000 Penalty: 5821.395508
	Iteration 19Q: 3 clusters Score -1.647274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 124660 members 
Entering Unmasked Estep 
Score: -16472753.000000 Penalty: 5821.395508
	Iteration 20F: 3 clusters Score -1.647275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 124665 members 
Entering Unmasked Estep 
Score: -16472773.000000 Penalty: 5821.395508
	Iteration 21Q: 3 clusters Score -1.647277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 124666 members 
Entering Unmasked Estep 
Score: -16472788.000000 Penalty: 5821.395508
	Iteration 22Q: 3 clusters Score -1.647279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 124667 members 
Entering Unmasked Estep 
Score: -16472806.000000 Penalty: 5821.395508
	Iteration 23Q: 3 clusters Score -1.647281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 124669 members 
Entering Unmasked Estep 
Score: -16472802.000000 Penalty: 5821.395508
	Iteration 24Q: 3 clusters Score -1.64728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 124669 members 
Entering Unmasked Estep 
Score: -16472799.000000 Penalty: 5821.395508
	Iteration 25Q: 3 clusters Score -1.64728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 124671 members 
Entering Unmasked Estep 
Score: -16472801.000000 Penalty: 5821.395508
	Iteration 26Q: 3 clusters Score -1.64728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 124675 members 
Entering Unmasked Estep 
Score: -16472802.000000 Penalty: 5821.395508
	Iteration 27Q: 3 clusters Score -1.64728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 124679 members 
Entering Unmasked Estep 
Score: -16472814.000000 Penalty: 5821.395508
	Iteration 28Q: 3 clusters Score -1.647281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 124684 members 
Entering Unmasked Estep 
Score: -16472833.000000 Penalty: 5821.395508
	Iteration 29Q: 3 clusters Score -1.647283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 124683 members 
Entering Unmasked Estep 
Score: -16472843.000000 Penalty: 5821.395508
	Iteration 30Q: 3 clusters Score -1.647284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 124687 members 
Entering Unmasked Estep 
Score: -16472852.000000 Penalty: 5821.395508
	Iteration 31Q: 3 clusters Score -1.647285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 124689 members 
Entering Unmasked Estep 
Score: -16472841.000000 Penalty: 5821.395508
	Iteration 32Q: 3 clusters Score -1.647284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 124693 members 
Entering Unmasked Estep 
Score: -16472857.000000 Penalty: 5821.395508
	Iteration 33Q: 3 clusters Score -1.647286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 124695 members 
Entering Unmasked Estep 
Score: -16472867.000000 Penalty: 5821.395508
	Iteration 34Q: 3 clusters Score -1.647287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 124698 members 
Entering Unmasked Estep 
Score: -16472865.000000 Penalty: 5821.395508
	Iteration 35Q: 3 clusters Score -1.647286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 124699 members 
Entering Unmasked Estep 
Score: -16472859.000000 Penalty: 5821.395508
	Iteration 36Q: 3 clusters Score -1.647286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 124699 members 
Entering Unmasked Estep 
Score: -16472859.000000 Penalty: 5821.395508
	Iteration 37F: 3 clusters Score -1.647286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -79712.023438 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -79712.02 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 337 members 
Entering Unmasked Estep 
Score: -78034.421875 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -78034.42 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78356.421875 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -78356.42 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78548.820312 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -78548.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78701.843750 Penalty: 3232.764893
	Iteration 3F: 3 clusters Score -78701.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78854.679688 Penalty: 3232.764893
	Iteration 4Q: 3 clusters Score -78854.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78901.750000 Penalty: 3232.764893
	Iteration 5Q: 3 clusters Score -78901.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -78955.273438 Penalty: 3232.764893
	Iteration 6Q: 3 clusters Score -78955.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78970.671875 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -78970.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78985.359375 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -78985.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78999.226562 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -78999.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79006.734375 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -79006.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79013.703125 Penalty: 3232.764893
	Iteration 11Q: 3 clusters Score -79013.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -79019.835938 Penalty: 3232.764893
	Iteration 12Q: 3 clusters Score -79019.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -79037.804688 Penalty: 3232.764893
	Iteration 13Q: 3 clusters Score -79037.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79048.453125 Penalty: 3232.764893
	Iteration 14Q: 3 clusters Score -79048.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79051.617188 Penalty: 3232.764893
	Iteration 15Q: 3 clusters Score -79051.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -79055.335938 Penalty: 3232.764893
	Iteration 16Q: 3 clusters Score -79055.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79060.273438 Penalty: 3232.764893
	Iteration 17Q: 3 clusters Score -79060.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -79062.187500 Penalty: 3232.764893
	Iteration 18Q: 3 clusters Score -79062.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -79062.187500 Penalty: 3232.764893
	Iteration 19F: 3 clusters Score -79062.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Entering Unmasked Estep 
Score: -1361264.500000 Penalty: 2312.070557
	Iteration 0F: 2 clusters Score -1361264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1352873.750000 Penalty: 4624.141113
	Iteration 0F: 3 clusters Score -1352874 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1355688.000000 Penalty: 4624.141113
	Iteration 1F: 3 clusters Score -1355688 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1356613.875000 Penalty: 4624.141113
	Iteration 2F: 3 clusters Score -1356614 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1357787.375000 Penalty: 4624.141113
	Iteration 3F: 3 clusters Score -1357787 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1359104.750000 Penalty: 4624.141113
	Iteration 4F: 3 clusters Score -1359105 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1360090.375000 Penalty: 4624.141113
	Iteration 5F: 3 clusters Score -1360090 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1360761.125000 Penalty: 4624.141113
	Iteration 6F: 3 clusters Score -1360761 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1361200.375000 Penalty: 4624.141113
	Iteration 7Q: 3 clusters Score -1361200 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1361450.250000 Penalty: 4624.141113
	Iteration 8Q: 3 clusters Score -1361450 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1361579.000000 Penalty: 4624.141113
	Iteration 9Q: 3 clusters Score -1361579 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1361659.500000 Penalty: 4624.141113
	Iteration 10Q: 3 clusters Score -1361660 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1361703.125000 Penalty: 4624.141113
	Iteration 11Q: 3 clusters Score -1361703 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1361731.000000 Penalty: 4624.141113
	Iteration 12Q: 3 clusters Score -1361731 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1361755.125000 Penalty: 4624.141113
	Iteration 13Q: 3 clusters Score -1361755 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1361779.375000 Penalty: 4624.141113
	Iteration 14Q: 3 clusters Score -1361779 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1361801.250000 Penalty: 4624.141113
	Iteration 15Q: 3 clusters Score -1361801 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1361839.125000 Penalty: 4624.141113
	Iteration 16Q: 3 clusters Score -1361839 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1361880.625000 Penalty: 4624.141113
	Iteration 17Q: 3 clusters Score -1361881 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1361915.000000 Penalty: 4624.141113
	Iteration 18Q: 3 clusters Score -1361915 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1361964.000000 Penalty: 4624.141113
	Iteration 19Q: 3 clusters Score -1361964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1362024.000000 Penalty: 4624.141113
	Iteration 20F: 3 clusters Score -1362024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1362090.000000 Penalty: 4624.141113
	Iteration 21Q: 3 clusters Score -1362090 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1362131.625000 Penalty: 4624.141113
	Iteration 22Q: 3 clusters Score -1362132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1362160.625000 Penalty: 4624.141113
	Iteration 23Q: 3 clusters Score -1362161 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1362175.375000 Penalty: 4624.141113
	Iteration 24Q: 3 clusters Score -1362175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1362180.000000 Penalty: 4624.141113
	Iteration 25Q: 3 clusters Score -1362180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1362189.250000 Penalty: 4624.141113
	Iteration 26Q: 3 clusters Score -1362189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1362196.625000 Penalty: 4624.141113
	Iteration 27Q: 3 clusters Score -1362197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1362195.875000 Penalty: 4624.141113
	Iteration 28Q: 3 clusters Score -1362196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1362197.625000 Penalty: 4624.141113
	Iteration 29Q: 3 clusters Score -1362198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1362200.000000 Penalty: 4624.141113
	Iteration 30Q: 3 clusters Score -1362200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1362198.500000 Penalty: 4624.141113
	Iteration 31Q: 3 clusters Score -1362198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1362200.375000 Penalty: 4624.141113
	Iteration 32Q: 3 clusters Score -1362200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1362202.250000 Penalty: 4624.141113
	Iteration 33Q: 3 clusters Score -1362202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1362202.375000 Penalty: 4624.141113
	Iteration 34Q: 3 clusters Score -1362202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1362202.375000 Penalty: 4624.141113
	Iteration 35F: 3 clusters Score -1362202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 125077 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 3525 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 25916 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46390 members 
Mstep: Class 9 contains 19384 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 11686 members 
Mstep: Class 15 contains 107354 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13779 members 
Mstep: Class 19 contains 14190 members 
Mstep: Class 20 contains 8847 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 36950 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3876 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31779 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 794 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1527 members 
Mstep: Class 34 contains 4728 members 
Mstep: Class 35 contains 7666 members 
Entering Unmasked Estep 
Score: -73854000.000000 Penalty: 115181.742188
Splitting cluster 4 changes total score from -73854120.000000 to -73854000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -71604.679688 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -71604.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -70084.484375 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -70084.48 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -70463.976562 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -70463.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -70772.242188 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -70772.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71009.039062 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -71009.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71163.468750 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -71163.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71216.859375 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -71216.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71231.992188 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -71231.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71238.328125 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -71238.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71242.156250 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -71242.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71244.031250 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -71244.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71246.796875 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -71246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71246.796875 Penalty: 3192.330566
	Iteration 11F: 3 clusters Score -71246.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Entering Unmasked Estep 
Score: -3387626.000000 Penalty: 2520.328613
	Iteration 0F: 2 clusters Score -3387626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3369750.000000 Penalty: 5040.657227
	Iteration 0F: 3 clusters Score -3369750 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -3376425.750000 Penalty: 5040.657227
	Iteration 1F: 3 clusters Score -3376426 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -3377257.500000 Penalty: 5040.657227
	Iteration 2F: 3 clusters Score -3377258 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3378288.250000 Penalty: 5040.657227
	Iteration 3F: 3 clusters Score -3378288 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3379577.250000 Penalty: 5040.657227
	Iteration 4F: 3 clusters Score -3379577 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -3381107.250000 Penalty: 5040.657227
	Iteration 5F: 3 clusters Score -3381107 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -3382538.000000 Penalty: 5040.657227
	Iteration 6F: 3 clusters Score -3382538 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -3383865.250000 Penalty: 5040.657227
	Iteration 7F: 3 clusters Score -3383865 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -3384925.750000 Penalty: 5040.657227
	Iteration 8Q: 3 clusters Score -3384926 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -3385626.000000 Penalty: 5040.657227
	Iteration 9Q: 3 clusters Score -3385626 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -3386027.750000 Penalty: 5040.657227
	Iteration 10Q: 3 clusters Score -3386028 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -3386302.750000 Penalty: 5040.657227
	Iteration 11Q: 3 clusters Score -3386303 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3386563.250000 Penalty: 5040.657227
	Iteration 12Q: 3 clusters Score -3386563 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3386816.750000 Penalty: 5040.657227
	Iteration 13Q: 3 clusters Score -3386817 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3387007.750000 Penalty: 5040.657227
	Iteration 14Q: 3 clusters Score -3387008 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3387142.250000 Penalty: 5040.657227
	Iteration 15Q: 3 clusters Score -3387142 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -3387217.250000 Penalty: 5040.657227
	Iteration 16Q: 3 clusters Score -3387217 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3387246.750000 Penalty: 5040.657227
	Iteration 17Q: 3 clusters Score -3387247 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3387279.500000 Penalty: 5040.657227
	Iteration 18Q: 3 clusters Score -3387280 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3387284.500000 Penalty: 5040.657227
	Iteration 19Q: 3 clusters Score -3387284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3387293.500000 Penalty: 5040.657227
	Iteration 20F: 3 clusters Score -3387294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -3387299.750000 Penalty: 5040.657227
	Iteration 21Q: 3 clusters Score -3387300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3387302.500000 Penalty: 5040.657227
	Iteration 22Q: 3 clusters Score -3387302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -3387318.250000 Penalty: 5040.657227
	Iteration 23Q: 3 clusters Score -3387318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3387323.000000 Penalty: 5040.657227
	Iteration 24Q: 3 clusters Score -3387323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -3387319.500000 Penalty: 5040.657227
	Iteration 25Q: 3 clusters Score -3387320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3387321.000000 Penalty: 5040.657227
	Iteration 26Q: 3 clusters Score -3387321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3387324.500000 Penalty: 5040.657227
	Iteration 27Q: 3 clusters Score -3387324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3387317.750000 Penalty: 5040.657227
	Iteration 28Q: 3 clusters Score -3387318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -3387320.000000 Penalty: 5040.657227
	Iteration 29Q: 3 clusters Score -3387320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -3387320.000000 Penalty: 5040.657227
	Iteration 30F: 3 clusters Score -3387320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Entering Unmasked Estep 
Score: -2755635.500000 Penalty: 2471.414551
	Iteration 0F: 2 clusters Score -2755636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2740767.750000 Penalty: 4942.829102
	Iteration 0F: 3 clusters Score -2740768 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2745760.750000 Penalty: 4942.829102
	Iteration 1F: 3 clusters Score -2745761 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2746474.000000 Penalty: 4942.829102
	Iteration 2F: 3 clusters Score -2746474 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2747442.500000 Penalty: 4942.829102
	Iteration 3F: 3 clusters Score -2747442 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -2748686.500000 Penalty: 4942.829102
	Iteration 4F: 3 clusters Score -2748686 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2750050.500000 Penalty: 4942.829102
	Iteration 5F: 3 clusters Score -2750050 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2751066.500000 Penalty: 4942.829102
	Iteration 6F: 3 clusters Score -2751066 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2751744.000000 Penalty: 4942.829102
	Iteration 7F: 3 clusters Score -2751744 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2752170.750000 Penalty: 4942.829102
	Iteration 8Q: 3 clusters Score -2752171 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2752478.750000 Penalty: 4942.829102
	Iteration 9Q: 3 clusters Score -2752479 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2752703.250000 Penalty: 4942.829102
	Iteration 10Q: 3 clusters Score -2752703 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2752908.500000 Penalty: 4942.829102
	Iteration 11Q: 3 clusters Score -2752908 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2753080.500000 Penalty: 4942.829102
	Iteration 12Q: 3 clusters Score -2753080 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2753239.750000 Penalty: 4942.829102
	Iteration 13Q: 3 clusters Score -2753240 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2753389.750000 Penalty: 4942.829102
	Iteration 14Q: 3 clusters Score -2753390 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2753542.750000 Penalty: 4942.829102
	Iteration 15Q: 3 clusters Score -2753543 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2753678.750000 Penalty: 4942.829102
	Iteration 16Q: 3 clusters Score -2753679 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2753807.750000 Penalty: 4942.829102
	Iteration 17Q: 3 clusters Score -2753808 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2753908.250000 Penalty: 4942.829102
	Iteration 18Q: 3 clusters Score -2753908 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2754007.000000 Penalty: 4942.829102
	Iteration 19Q: 3 clusters Score -2754007 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2754084.000000 Penalty: 4942.829102
	Iteration 20F: 3 clusters Score -2754084 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2754160.000000 Penalty: 4942.829102
	Iteration 21Q: 3 clusters Score -2754160 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2754212.000000 Penalty: 4942.829102
	Iteration 22Q: 3 clusters Score -2754212 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2754249.250000 Penalty: 4942.829102
	Iteration 23Q: 3 clusters Score -2754249 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2754294.500000 Penalty: 4942.829102
	Iteration 24Q: 3 clusters Score -2754294 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2754325.750000 Penalty: 4942.829102
	Iteration 25Q: 3 clusters Score -2754326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2754338.250000 Penalty: 4942.829102
	Iteration 26Q: 3 clusters Score -2754338 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2754352.500000 Penalty: 4942.829102
	Iteration 27Q: 3 clusters Score -2754352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2754362.500000 Penalty: 4942.829102
	Iteration 28Q: 3 clusters Score -2754362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2754372.250000 Penalty: 4942.829102
	Iteration 29Q: 3 clusters Score -2754372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2754379.000000 Penalty: 4942.829102
	Iteration 30Q: 3 clusters Score -2754379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2754377.500000 Penalty: 4942.829102
	Iteration 31Q: 3 clusters Score -2754378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2754387.500000 Penalty: 4942.829102
	Iteration 32Q: 3 clusters Score -2754388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2754390.750000 Penalty: 4942.829102
	Iteration 33Q: 3 clusters Score -2754391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2754390.500000 Penalty: 4942.829102
	Iteration 34Q: 3 clusters Score -2754390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2754390.750000 Penalty: 4942.829102
	Iteration 35Q: 3 clusters Score -2754391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2754394.750000 Penalty: 4942.829102
	Iteration 36Q: 3 clusters Score -2754395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2754392.750000 Penalty: 4942.829102
	Iteration 37Q: 3 clusters Score -2754393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2754403.500000 Penalty: 4942.829102
	Iteration 38Q: 3 clusters Score -2754404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2754406.750000 Penalty: 4942.829102
	Iteration 39Q: 3 clusters Score -2754407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2754406.500000 Penalty: 4942.829102
	Iteration 40F: 3 clusters Score -2754406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2754407.250000 Penalty: 4942.829102
	Iteration 41Q: 3 clusters Score -2754407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2754415.000000 Penalty: 4942.829102
	Iteration 42Q: 3 clusters Score -2754415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2754413.500000 Penalty: 4942.829102
	Iteration 43Q: 3 clusters Score -2754414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2754416.000000 Penalty: 4942.829102
	Iteration 44Q: 3 clusters Score -2754416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -2754420.000000 Penalty: 4942.829102
	Iteration 45Q: 3 clusters Score -2754420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2754419.000000 Penalty: 4942.829102
	Iteration 46Q: 3 clusters Score -2754419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2754413.250000 Penalty: 4942.829102
	Iteration 47Q: 3 clusters Score -2754413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2754414.250000 Penalty: 4942.829102
	Iteration 48Q: 3 clusters Score -2754414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2754413.000000 Penalty: 4942.829102
	Iteration 49Q: 3 clusters Score -2754413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2754422.750000 Penalty: 4942.829102
	Iteration 50Q: 3 clusters Score -2754423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2754425.750000 Penalty: 4942.829102
	Iteration 51Q: 3 clusters Score -2754426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2754424.750000 Penalty: 4942.829102
	Iteration 52Q: 3 clusters Score -2754425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2754422.250000 Penalty: 4942.829102
	Iteration 53Q: 3 clusters Score -2754422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2754423.000000 Penalty: 4942.829102
	Iteration 54Q: 3 clusters Score -2754423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2754427.750000 Penalty: 4942.829102
	Iteration 55Q: 3 clusters Score -2754428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2754428.750000 Penalty: 4942.829102
	Iteration 56Q: 3 clusters Score -2754429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2754430.750000 Penalty: 4942.829102
	Iteration 57Q: 3 clusters Score -2754431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2754429.250000 Penalty: 4942.829102
	Iteration 58Q: 3 clusters Score -2754429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2754428.000000 Penalty: 4942.829102
	Iteration 59Q: 3 clusters Score -2754428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2754430.500000 Penalty: 4942.829102
	Iteration 60F: 3 clusters Score -2754430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Entering Unmasked Estep 
Score: -6082733.500000 Penalty: 2664.719971
	Iteration 0F: 2 clusters Score -6082734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -6051435.000000 Penalty: 5329.439941
	Iteration 0F: 3 clusters Score -6051435 nChanged 21291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -6062968.000000 Penalty: 5329.439941
	Iteration 1F: 3 clusters Score -6062968 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -6063436.000000 Penalty: 5329.439941
	Iteration 2Q: 3 clusters Score -6063436 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -6063804.500000 Penalty: 5329.439941
	Iteration 3Q: 3 clusters Score -6063804 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -6064171.500000 Penalty: 5329.439941
	Iteration 4Q: 3 clusters Score -6064172 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -6064571.000000 Penalty: 5329.439941
	Iteration 5Q: 3 clusters Score -6064571 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -6065010.000000 Penalty: 5329.439941
	Iteration 6Q: 3 clusters Score -6065010 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -6065546.500000 Penalty: 5329.439941
	Iteration 7Q: 3 clusters Score -6065546 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -6066285.500000 Penalty: 5329.439941
	Iteration 8Q: 3 clusters Score -6066286 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -6067348.000000 Penalty: 5329.439941
	Iteration 9Q: 3 clusters Score -6067348 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -6068914.000000 Penalty: 5329.439941
	Iteration 10F: 3 clusters Score -6068914 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -6070968.500000 Penalty: 5329.439941
	Iteration 11F: 3 clusters Score -6070968 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -6073415.500000 Penalty: 5329.439941
	Iteration 12F: 3 clusters Score -6073416 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -6075773.000000 Penalty: 5329.439941
	Iteration 13F: 3 clusters Score -6075773 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -6077657.000000 Penalty: 5329.439941
	Iteration 14Q: 3 clusters Score -6077657 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -6078835.000000 Penalty: 5329.439941
	Iteration 15Q: 3 clusters Score -6078835 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -6079540.500000 Penalty: 5329.439941
	Iteration 16Q: 3 clusters Score -6079540 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -6079963.000000 Penalty: 5329.439941
	Iteration 17Q: 3 clusters Score -6079963 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -6080188.000000 Penalty: 5329.439941
	Iteration 18Q: 3 clusters Score -6080188 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -6080312.000000 Penalty: 5329.439941
	Iteration 19Q: 3 clusters Score -6080312 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -6080384.500000 Penalty: 5329.439941
	Iteration 20F: 3 clusters Score -6080384 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -6080436.000000 Penalty: 5329.439941
	Iteration 21Q: 3 clusters Score -6080436 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -6080466.000000 Penalty: 5329.439941
	Iteration 22Q: 3 clusters Score -6080466 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -6080480.500000 Penalty: 5329.439941
	Iteration 23Q: 3 clusters Score -6080480 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -6080492.000000 Penalty: 5329.439941
	Iteration 24Q: 3 clusters Score -6080492 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -6080498.000000 Penalty: 5329.439941
	Iteration 25Q: 3 clusters Score -6080498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -6080526.500000 Penalty: 5329.439941
	Iteration 26Q: 3 clusters Score -6080526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -6080548.000000 Penalty: 5329.439941
	Iteration 27Q: 3 clusters Score -6080548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -6080563.000000 Penalty: 5329.439941
	Iteration 28Q: 3 clusters Score -6080563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -6080576.000000 Penalty: 5329.439941
	Iteration 29Q: 3 clusters Score -6080576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -6080576.500000 Penalty: 5329.439941
	Iteration 30Q: 3 clusters Score -6080576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -6080579.500000 Penalty: 5329.439941
	Iteration 31Q: 3 clusters Score -6080580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -6080584.500000 Penalty: 5329.439941
	Iteration 32Q: 3 clusters Score -6080584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -6080583.000000 Penalty: 5329.439941
	Iteration 33Q: 3 clusters Score -6080583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -6080583.000000 Penalty: 5329.439941
	Iteration 34Q: 3 clusters Score -6080583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -6080582.500000 Penalty: 5329.439941
	Iteration 35Q: 3 clusters Score -6080582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -6080591.000000 Penalty: 5329.439941
	Iteration 36Q: 3 clusters Score -6080591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -6080595.000000 Penalty: 5329.439941
	Iteration 37Q: 3 clusters Score -6080595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -6080601.000000 Penalty: 5329.439941
	Iteration 38Q: 3 clusters Score -6080601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -6080602.500000 Penalty: 5329.439941
	Iteration 39Q: 3 clusters Score -6080602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -6080604.500000 Penalty: 5329.439941
	Iteration 40F: 3 clusters Score -6080604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -6080604.500000 Penalty: 5329.439941
	Iteration 41Q: 3 clusters Score -6080604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -6080607.000000 Penalty: 5329.439941
	Iteration 42Q: 3 clusters Score -6080607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -6080609.500000 Penalty: 5329.439941
	Iteration 43Q: 3 clusters Score -6080610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -6080614.500000 Penalty: 5329.439941
	Iteration 44Q: 3 clusters Score -6080614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -6080609.500000 Penalty: 5329.439941
	Iteration 45Q: 3 clusters Score -6080610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -6080609.500000 Penalty: 5329.439941
	Iteration 46Q: 3 clusters Score -6080610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -6080615.000000 Penalty: 5329.439941
	Iteration 47Q: 3 clusters Score -6080615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -6080613.500000 Penalty: 5329.439941
	Iteration 48Q: 3 clusters Score -6080614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -6080616.500000 Penalty: 5329.439941
	Iteration 49Q: 3 clusters Score -6080616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -6080617.500000 Penalty: 5329.439941
	Iteration 50Q: 3 clusters Score -6080618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -6080616.500000 Penalty: 5329.439941
	Iteration 51Q: 3 clusters Score -6080616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -6080616.500000 Penalty: 5329.439941
	Iteration 52F: 3 clusters Score -6080616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Entering Unmasked Estep 
Score: -2520292.500000 Penalty: 2448.306396
	Iteration 0F: 2 clusters Score -2520292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2506690.500000 Penalty: 4896.612793
	Iteration 0F: 3 clusters Score -2506690 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2511260.000000 Penalty: 4896.612793
	Iteration 1F: 3 clusters Score -2511260 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2511751.500000 Penalty: 4896.612793
	Iteration 2F: 3 clusters Score -2511752 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2512179.000000 Penalty: 4896.612793
	Iteration 3Q: 3 clusters Score -2512179 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2512554.250000 Penalty: 4896.612793
	Iteration 4Q: 3 clusters Score -2512554 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2512950.000000 Penalty: 4896.612793
	Iteration 5Q: 3 clusters Score -2512950 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2513384.750000 Penalty: 4896.612793
	Iteration 6Q: 3 clusters Score -2513385 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2513820.750000 Penalty: 4896.612793
	Iteration 7Q: 3 clusters Score -2513821 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2514265.500000 Penalty: 4896.612793
	Iteration 8Q: 3 clusters Score -2514266 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2514661.500000 Penalty: 4896.612793
	Iteration 9Q: 3 clusters Score -2514662 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2515038.500000 Penalty: 4896.612793
	Iteration 10Q: 3 clusters Score -2515038 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2515308.250000 Penalty: 4896.612793
	Iteration 11Q: 3 clusters Score -2515308 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2515548.500000 Penalty: 4896.612793
	Iteration 12Q: 3 clusters Score -2515548 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2515741.500000 Penalty: 4896.612793
	Iteration 13Q: 3 clusters Score -2515742 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2515870.000000 Penalty: 4896.612793
	Iteration 14Q: 3 clusters Score -2515870 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2515969.500000 Penalty: 4896.612793
	Iteration 15Q: 3 clusters Score -2515970 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2516042.250000 Penalty: 4896.612793
	Iteration 16Q: 3 clusters Score -2516042 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2516096.000000 Penalty: 4896.612793
	Iteration 17Q: 3 clusters Score -2516096 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2516150.000000 Penalty: 4896.612793
	Iteration 18Q: 3 clusters Score -2516150 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2516179.250000 Penalty: 4896.612793
	Iteration 19Q: 3 clusters Score -2516179 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2516220.500000 Penalty: 4896.612793
	Iteration 20F: 3 clusters Score -2516220 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2516240.750000 Penalty: 4896.612793
	Iteration 21Q: 3 clusters Score -2516241 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2516253.750000 Penalty: 4896.612793
	Iteration 22Q: 3 clusters Score -2516254 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2516274.500000 Penalty: 4896.612793
	Iteration 23Q: 3 clusters Score -2516274 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2516297.250000 Penalty: 4896.612793
	Iteration 24Q: 3 clusters Score -2516297 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2516313.750000 Penalty: 4896.612793
	Iteration 25Q: 3 clusters Score -2516314 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2516319.250000 Penalty: 4896.612793
	Iteration 26Q: 3 clusters Score -2516319 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2516333.500000 Penalty: 4896.612793
	Iteration 27Q: 3 clusters Score -2516334 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2516344.250000 Penalty: 4896.612793
	Iteration 28Q: 3 clusters Score -2516344 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2516362.250000 Penalty: 4896.612793
	Iteration 29Q: 3 clusters Score -2516362 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2516386.750000 Penalty: 4896.612793
	Iteration 30Q: 3 clusters Score -2516387 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2516408.750000 Penalty: 4896.612793
	Iteration 31Q: 3 clusters Score -2516409 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2516438.250000 Penalty: 4896.612793
	Iteration 32Q: 3 clusters Score -2516438 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2516447.750000 Penalty: 4896.612793
	Iteration 33Q: 3 clusters Score -2516448 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2516455.500000 Penalty: 4896.612793
	Iteration 34Q: 3 clusters Score -2516456 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2516472.750000 Penalty: 4896.612793
	Iteration 35Q: 3 clusters Score -2516473 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2516483.750000 Penalty: 4896.612793
	Iteration 36Q: 3 clusters Score -2516484 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2516503.500000 Penalty: 4896.612793
	Iteration 37Q: 3 clusters Score -2516504 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2516521.750000 Penalty: 4896.612793
	Iteration 38Q: 3 clusters Score -2516522 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2516546.500000 Penalty: 4896.612793
	Iteration 39Q: 3 clusters Score -2516546 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2516556.000000 Penalty: 4896.612793
	Iteration 40F: 3 clusters Score -2516556 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2516569.750000 Penalty: 4896.612793
	Iteration 41Q: 3 clusters Score -2516570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2516578.750000 Penalty: 4896.612793
	Iteration 42Q: 3 clusters Score -2516579 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2516594.750000 Penalty: 4896.612793
	Iteration 43Q: 3 clusters Score -2516595 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2516615.750000 Penalty: 4896.612793
	Iteration 44Q: 3 clusters Score -2516616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2516628.000000 Penalty: 4896.612793
	Iteration 45Q: 3 clusters Score -2516628 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2516629.500000 Penalty: 4896.612793
	Iteration 46Q: 3 clusters Score -2516630 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2516660.250000 Penalty: 4896.612793
	Iteration 47Q: 3 clusters Score -2516660 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2516672.250000 Penalty: 4896.612793
	Iteration 48Q: 3 clusters Score -2516672 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2516694.000000 Penalty: 4896.612793
	Iteration 49Q: 3 clusters Score -2516694 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2516720.000000 Penalty: 4896.612793
	Iteration 50Q: 3 clusters Score -2516720 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2516747.000000 Penalty: 4896.612793
	Iteration 51Q: 3 clusters Score -2516747 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2516751.750000 Penalty: 4896.612793
	Iteration 52Q: 3 clusters Score -2516752 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2516774.750000 Penalty: 4896.612793
	Iteration 53Q: 3 clusters Score -2516775 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2516797.250000 Penalty: 4896.612793
	Iteration 54Q: 3 clusters Score -2516797 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2516819.000000 Penalty: 4896.612793
	Iteration 55Q: 3 clusters Score -2516819 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2516840.250000 Penalty: 4896.612793
	Iteration 56Q: 3 clusters Score -2516840 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2516858.500000 Penalty: 4896.612793
	Iteration 57Q: 3 clusters Score -2516858 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2516888.000000 Penalty: 4896.612793
	Iteration 58Q: 3 clusters Score -2516888 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2516916.500000 Penalty: 4896.612793
	Iteration 59Q: 3 clusters Score -2516916 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2516951.250000 Penalty: 4896.612793
	Iteration 60F: 3 clusters Score -2516951 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2516990.500000 Penalty: 4896.612793
	Iteration 61Q: 3 clusters Score -2516990 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2517024.000000 Penalty: 4896.612793
	Iteration 62Q: 3 clusters Score -2517024 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2517067.000000 Penalty: 4896.612793
	Iteration 63Q: 3 clusters Score -2517067 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2517112.250000 Penalty: 4896.612793
	Iteration 64Q: 3 clusters Score -2517112 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2517156.000000 Penalty: 4896.612793
	Iteration 65Q: 3 clusters Score -2517156 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2517209.250000 Penalty: 4896.612793
	Iteration 66Q: 3 clusters Score -2517209 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2517251.500000 Penalty: 4896.612793
	Iteration 67Q: 3 clusters Score -2517252 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2517289.000000 Penalty: 4896.612793
	Iteration 68Q: 3 clusters Score -2517289 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2517353.250000 Penalty: 4896.612793
	Iteration 69Q: 3 clusters Score -2517353 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2517391.750000 Penalty: 4896.612793
	Iteration 70Q: 3 clusters Score -2517392 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2517449.250000 Penalty: 4896.612793
	Iteration 71Q: 3 clusters Score -2517449 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2517491.500000 Penalty: 4896.612793
	Iteration 72Q: 3 clusters Score -2517492 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2517539.250000 Penalty: 4896.612793
	Iteration 73Q: 3 clusters Score -2517539 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2517585.500000 Penalty: 4896.612793
	Iteration 74Q: 3 clusters Score -2517586 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2517627.500000 Penalty: 4896.612793
	Iteration 75Q: 3 clusters Score -2517628 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2517677.250000 Penalty: 4896.612793
	Iteration 76Q: 3 clusters Score -2517677 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2517717.250000 Penalty: 4896.612793
	Iteration 77Q: 3 clusters Score -2517717 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2517759.000000 Penalty: 4896.612793
	Iteration 78Q: 3 clusters Score -2517759 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2517787.750000 Penalty: 4896.612793
	Iteration 79Q: 3 clusters Score -2517788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2517814.250000 Penalty: 4896.612793
	Iteration 80F: 3 clusters Score -2517814 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2517832.500000 Penalty: 4896.612793
	Iteration 81Q: 3 clusters Score -2517832 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2517859.000000 Penalty: 4896.612793
	Iteration 82Q: 3 clusters Score -2517859 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2517881.500000 Penalty: 4896.612793
	Iteration 83Q: 3 clusters Score -2517882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2517906.000000 Penalty: 4896.612793
	Iteration 84Q: 3 clusters Score -2517906 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2517929.500000 Penalty: 4896.612793
	Iteration 85Q: 3 clusters Score -2517930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2517949.000000 Penalty: 4896.612793
	Iteration 86Q: 3 clusters Score -2517949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2517978.250000 Penalty: 4896.612793
	Iteration 87Q: 3 clusters Score -2517978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2517985.750000 Penalty: 4896.612793
	Iteration 88Q: 3 clusters Score -2517986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2517999.500000 Penalty: 4896.612793
	Iteration 89Q: 3 clusters Score -2518000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2518015.000000 Penalty: 4896.612793
	Iteration 90Q: 3 clusters Score -2518015 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2518036.500000 Penalty: 4896.612793
	Iteration 91Q: 3 clusters Score -2518036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2518038.000000 Penalty: 4896.612793
	Iteration 92Q: 3 clusters Score -2518038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2518045.500000 Penalty: 4896.612793
	Iteration 93Q: 3 clusters Score -2518046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2518060.750000 Penalty: 4896.612793
	Iteration 94Q: 3 clusters Score -2518061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2518067.000000 Penalty: 4896.612793
	Iteration 95Q: 3 clusters Score -2518067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2518073.500000 Penalty: 4896.612793
	Iteration 96Q: 3 clusters Score -2518074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2518075.750000 Penalty: 4896.612793
	Iteration 97Q: 3 clusters Score -2518076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2518079.250000 Penalty: 4896.612793
	Iteration 98Q: 3 clusters Score -2518079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2518089.000000 Penalty: 4896.612793
	Iteration 99Q: 3 clusters Score -2518089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2518097.000000 Penalty: 4896.612793
	Iteration 100F: 3 clusters Score -2518097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2518096.500000 Penalty: 4896.612793
	Iteration 101Q: 3 clusters Score -2518096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2518101.750000 Penalty: 4896.612793
	Iteration 102Q: 3 clusters Score -2518102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2518105.500000 Penalty: 4896.612793
	Iteration 103Q: 3 clusters Score -2518106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2518110.500000 Penalty: 4896.612793
	Iteration 104Q: 3 clusters Score -2518110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2518107.500000 Penalty: 4896.612793
	Iteration 105Q: 3 clusters Score -2518108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2518108.500000 Penalty: 4896.612793
	Iteration 106Q: 3 clusters Score -2518108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2518113.500000 Penalty: 4896.612793
	Iteration 107Q: 3 clusters Score -2518114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2518116.750000 Penalty: 4896.612793
	Iteration 108Q: 3 clusters Score -2518117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2518118.000000 Penalty: 4896.612793
	Iteration 109Q: 3 clusters Score -2518118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2518119.750000 Penalty: 4896.612793
	Iteration 110Q: 3 clusters Score -2518120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2518118.750000 Penalty: 4896.612793
	Iteration 111Q: 3 clusters Score -2518119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2518124.750000 Penalty: 4896.612793
	Iteration 112Q: 3 clusters Score -2518125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2518134.500000 Penalty: 4896.612793
	Iteration 113Q: 3 clusters Score -2518134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2518138.000000 Penalty: 4896.612793
	Iteration 114Q: 3 clusters Score -2518138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2518140.000000 Penalty: 4896.612793
	Iteration 115Q: 3 clusters Score -2518140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2518142.250000 Penalty: 4896.612793
	Iteration 116Q: 3 clusters Score -2518142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2518145.250000 Penalty: 4896.612793
	Iteration 117Q: 3 clusters Score -2518145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2518147.250000 Penalty: 4896.612793
	Iteration 118Q: 3 clusters Score -2518147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2518151.500000 Penalty: 4896.612793
	Iteration 119Q: 3 clusters Score -2518152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2518151.000000 Penalty: 4896.612793
	Iteration 120F: 3 clusters Score -2518151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2518157.000000 Penalty: 4896.612793
	Iteration 121Q: 3 clusters Score -2518157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2518155.000000 Penalty: 4896.612793
	Iteration 122Q: 3 clusters Score -2518155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2518156.500000 Penalty: 4896.612793
	Iteration 123Q: 3 clusters Score -2518156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2518156.500000 Penalty: 4896.612793
	Iteration 124F: 3 clusters Score -2518156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Entering Unmasked Estep 
Score: -3612578.500000 Penalty: 2531.572510
	Iteration 0F: 2 clusters Score -3612578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3593758.250000 Penalty: 5063.145020
	Iteration 0F: 3 clusters Score -3593758 nChanged 12303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3600448.750000 Penalty: 5063.145020
	Iteration 1F: 3 clusters Score -3600449 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3601148.000000 Penalty: 5063.145020
	Iteration 2F: 3 clusters Score -3601148 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3602297.500000 Penalty: 5063.145020
	Iteration 3F: 3 clusters Score -3602298 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3604124.250000 Penalty: 5063.145020
	Iteration 4F: 3 clusters Score -3604124 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3606316.500000 Penalty: 5063.145020
	Iteration 5F: 3 clusters Score -3606316 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -3608028.250000 Penalty: 5063.145020
	Iteration 6F: 3 clusters Score -3608028 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3608983.750000 Penalty: 5063.145020
	Iteration 7F: 3 clusters Score -3608984 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -3609355.750000 Penalty: 5063.145020
	Iteration 8Q: 3 clusters Score -3609356 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3609514.500000 Penalty: 5063.145020
	Iteration 9Q: 3 clusters Score -3609514 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -3609562.000000 Penalty: 5063.145020
	Iteration 10Q: 3 clusters Score -3609562 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3609593.000000 Penalty: 5063.145020
	Iteration 11Q: 3 clusters Score -3609593 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -3609602.250000 Penalty: 5063.145020
	Iteration 12Q: 3 clusters Score -3609602 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3609606.500000 Penalty: 5063.145020
	Iteration 13Q: 3 clusters Score -3609606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -3609623.500000 Penalty: 5063.145020
	Iteration 14Q: 3 clusters Score -3609624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3609627.250000 Penalty: 5063.145020
	Iteration 15Q: 3 clusters Score -3609627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3609627.500000 Penalty: 5063.145020
	Iteration 16Q: 3 clusters Score -3609628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -3609624.750000 Penalty: 5063.145020
	Iteration 17Q: 3 clusters Score -3609625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -3609629.000000 Penalty: 5063.145020
	Iteration 18Q: 3 clusters Score -3609629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3609629.500000 Penalty: 5063.145020
	Iteration 19Q: 3 clusters Score -3609630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -3609626.500000 Penalty: 5063.145020
	Iteration 20F: 3 clusters Score -3609626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -3609628.500000 Penalty: 5063.145020
	Iteration 21Q: 3 clusters Score -3609628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3609619.750000 Penalty: 5063.145020
	Iteration 22Q: 3 clusters Score -3609620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3609618.750000 Penalty: 5063.145020
	Iteration 23Q: 3 clusters Score -3609619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3609618.750000 Penalty: 5063.145020
	Iteration 24F: 3 clusters Score -3609619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -58842.875000 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -58842.88 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 262 members 
Entering Unmasked Estep 
Score: -57311.441406 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -57311.44 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57579.140625 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -57579.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57682.078125 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -57682.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57784.617188 Penalty: 3121.535889
	Iteration 3F: 3 clusters Score -57784.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57878.617188 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -57878.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -58055.972656 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -58055.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58188.902344 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -58188.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58218.199219 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -58218.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58235.546875 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -58235.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58272.945312 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -58272.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58309.945312 Penalty: 3121.535889
	Iteration 10Q: 3 clusters Score -58309.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58344.738281 Penalty: 3121.535889
	Iteration 11Q: 3 clusters Score -58344.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58362.570312 Penalty: 3121.535889
	Iteration 12Q: 3 clusters Score -58362.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -58372.828125 Penalty: 3121.535889
	Iteration 13Q: 3 clusters Score -58372.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58377.886719 Penalty: 3121.535889
	Iteration 14Q: 3 clusters Score -58377.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -58382.246094 Penalty: 3121.535889
	Iteration 15Q: 3 clusters Score -58382.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -58382.589844 Penalty: 3121.535889
	Iteration 16F: 3 clusters Score -58382.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -58395.410156 Penalty: 3121.535889
	Iteration 17Q: 3 clusters Score -58395.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58399.953125 Penalty: 3121.535889
	Iteration 18Q: 3 clusters Score -58399.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58410.863281 Penalty: 3121.535889
	Iteration 19Q: 3 clusters Score -58410.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58424.871094 Penalty: 3121.535889
	Iteration 20F: 3 clusters Score -58424.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58432.390625 Penalty: 3121.535889
	Iteration 21Q: 3 clusters Score -58432.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58441.171875 Penalty: 3121.535889
	Iteration 22Q: 3 clusters Score -58441.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58446.585938 Penalty: 3121.535889
	Iteration 23Q: 3 clusters Score -58446.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58451.328125 Penalty: 3121.535889
	Iteration 24Q: 3 clusters Score -58451.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -58463.210938 Penalty: 3121.535889
	Iteration 25Q: 3 clusters Score -58463.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -58469.070312 Penalty: 3121.535889
	Iteration 26Q: 3 clusters Score -58469.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -58469.070312 Penalty: 3121.535889
	Iteration 27F: 3 clusters Score -58469.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Entering Unmasked Estep 
Score: -2920134.500000 Penalty: 2487.305908
	Iteration 0F: 2 clusters Score -2920134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2904352.500000 Penalty: 4974.611816
	Iteration 0F: 3 clusters Score -2904352 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2909843.000000 Penalty: 4974.611816
	Iteration 1F: 3 clusters Score -2909843 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2910333.250000 Penalty: 4974.611816
	Iteration 2F: 3 clusters Score -2910333 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2910765.250000 Penalty: 4974.611816
	Iteration 3Q: 3 clusters Score -2910765 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2911182.250000 Penalty: 4974.611816
	Iteration 4Q: 3 clusters Score -2911182 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2911659.000000 Penalty: 4974.611816
	Iteration 5Q: 3 clusters Score -2911659 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2912203.750000 Penalty: 4974.611816
	Iteration 6Q: 3 clusters Score -2912204 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2912824.750000 Penalty: 4974.611816
	Iteration 7Q: 3 clusters Score -2912825 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2913538.250000 Penalty: 4974.611816
	Iteration 8F: 3 clusters Score -2913538 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2914382.000000 Penalty: 4974.611816
	Iteration 9F: 3 clusters Score -2914382 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2915291.000000 Penalty: 4974.611816
	Iteration 10F: 3 clusters Score -2915291 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2916041.250000 Penalty: 4974.611816
	Iteration 11Q: 3 clusters Score -2916041 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2916654.000000 Penalty: 4974.611816
	Iteration 12Q: 3 clusters Score -2916654 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2917091.250000 Penalty: 4974.611816
	Iteration 13Q: 3 clusters Score -2917091 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2917410.000000 Penalty: 4974.611816
	Iteration 14Q: 3 clusters Score -2917410 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2917603.250000 Penalty: 4974.611816
	Iteration 15Q: 3 clusters Score -2917603 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2917782.750000 Penalty: 4974.611816
	Iteration 16Q: 3 clusters Score -2917783 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2917905.250000 Penalty: 4974.611816
	Iteration 17Q: 3 clusters Score -2917905 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2918015.000000 Penalty: 4974.611816
	Iteration 18Q: 3 clusters Score -2918015 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2918113.750000 Penalty: 4974.611816
	Iteration 19Q: 3 clusters Score -2918114 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2918180.250000 Penalty: 4974.611816
	Iteration 20F: 3 clusters Score -2918180 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2918255.750000 Penalty: 4974.611816
	Iteration 21Q: 3 clusters Score -2918256 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2918320.750000 Penalty: 4974.611816
	Iteration 22Q: 3 clusters Score -2918321 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2918372.000000 Penalty: 4974.611816
	Iteration 23Q: 3 clusters Score -2918372 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2918422.500000 Penalty: 4974.611816
	Iteration 24Q: 3 clusters Score -2918422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2918457.500000 Penalty: 4974.611816
	Iteration 25Q: 3 clusters Score -2918458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2918482.250000 Penalty: 4974.611816
	Iteration 26Q: 3 clusters Score -2918482 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2918499.500000 Penalty: 4974.611816
	Iteration 27Q: 3 clusters Score -2918500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2918520.000000 Penalty: 4974.611816
	Iteration 28Q: 3 clusters Score -2918520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2918532.000000 Penalty: 4974.611816
	Iteration 29Q: 3 clusters Score -2918532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2918537.250000 Penalty: 4974.611816
	Iteration 30Q: 3 clusters Score -2918537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2918540.500000 Penalty: 4974.611816
	Iteration 31Q: 3 clusters Score -2918540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2918549.000000 Penalty: 4974.611816
	Iteration 32Q: 3 clusters Score -2918549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2918555.750000 Penalty: 4974.611816
	Iteration 33Q: 3 clusters Score -2918556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2918562.500000 Penalty: 4974.611816
	Iteration 34Q: 3 clusters Score -2918562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2918565.750000 Penalty: 4974.611816
	Iteration 35Q: 3 clusters Score -2918566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2918562.000000 Penalty: 4974.611816
	Iteration 36Q: 3 clusters Score -2918562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2918564.750000 Penalty: 4974.611816
	Iteration 37Q: 3 clusters Score -2918565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2918566.750000 Penalty: 4974.611816
	Iteration 38Q: 3 clusters Score -2918567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2918560.000000 Penalty: 4974.611816
	Iteration 39Q: 3 clusters Score -2918560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2918564.000000 Penalty: 4974.611816
	Iteration 40F: 3 clusters Score -2918564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2918568.000000 Penalty: 4974.611816
	Iteration 41Q: 3 clusters Score -2918568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2918568.250000 Penalty: 4974.611816
	Iteration 42Q: 3 clusters Score -2918568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2918567.000000 Penalty: 4974.611816
	Iteration 43Q: 3 clusters Score -2918567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2918572.250000 Penalty: 4974.611816
	Iteration 44Q: 3 clusters Score -2918572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2918572.000000 Penalty: 4974.611816
	Iteration 45Q: 3 clusters Score -2918572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2918574.250000 Penalty: 4974.611816
	Iteration 46Q: 3 clusters Score -2918574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2918574.500000 Penalty: 4974.611816
	Iteration 47Q: 3 clusters Score -2918574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2918574.250000 Penalty: 4974.611816
	Iteration 48Q: 3 clusters Score -2918574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2918574.250000 Penalty: 4974.611816
	Iteration 49F: 3 clusters Score -2918574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Entering Unmasked Estep 
Score: -709027.187500 Penalty: 2131.900635
	Iteration 0F: 2 clusters Score -709027.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -704185.562500 Penalty: 4263.801270
	Iteration 0F: 3 clusters Score -704185.6 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -705494.125000 Penalty: 4263.801270
	Iteration 1F: 3 clusters Score -705494.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -705873.687500 Penalty: 4263.801270
	Iteration 2F: 3 clusters Score -705873.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -706189.250000 Penalty: 4263.801270
	Iteration 3F: 3 clusters Score -706189.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -706475.437500 Penalty: 4263.801270
	Iteration 4F: 3 clusters Score -706475.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -706758.312500 Penalty: 4263.801270
	Iteration 5F: 3 clusters Score -706758.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -707002.875000 Penalty: 4263.801270
	Iteration 6F: 3 clusters Score -707002.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -707258.750000 Penalty: 4263.801270
	Iteration 7F: 3 clusters Score -707258.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -707493.500000 Penalty: 4263.801270
	Iteration 8Q: 3 clusters Score -707493.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -707714.312500 Penalty: 4263.801270
	Iteration 9Q: 3 clusters Score -707714.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -707863.250000 Penalty: 4263.801270
	Iteration 10Q: 3 clusters Score -707863.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -707941.500000 Penalty: 4263.801270
	Iteration 11Q: 3 clusters Score -707941.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -707988.375000 Penalty: 4263.801270
	Iteration 12Q: 3 clusters Score -707988.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -708014.187500 Penalty: 4263.801270
	Iteration 13Q: 3 clusters Score -708014.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -708023.812500 Penalty: 4263.801270
	Iteration 14Q: 3 clusters Score -708023.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -708033.250000 Penalty: 4263.801270
	Iteration 15Q: 3 clusters Score -708033.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -708050.437500 Penalty: 4263.801270
	Iteration 16Q: 3 clusters Score -708050.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -708058.000000 Penalty: 4263.801270
	Iteration 17Q: 3 clusters Score -708058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -708062.375000 Penalty: 4263.801270
	Iteration 18Q: 3 clusters Score -708062.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -708062.375000 Penalty: 4263.801270
	Iteration 19Q: 3 clusters Score -708062.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -708064.875000 Penalty: 4263.801270
	Iteration 20F: 3 clusters Score -708064.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Entering Unmasked Estep 
Score: -1476396.125000 Penalty: 2322.804443
	Iteration 0F: 2 clusters Score -1476396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1467629.125000 Penalty: 4645.608887
	Iteration 0F: 3 clusters Score -1467629 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1470476.125000 Penalty: 4645.608887
	Iteration 1F: 3 clusters Score -1470476 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1470965.250000 Penalty: 4645.608887
	Iteration 2F: 3 clusters Score -1470965 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1471317.125000 Penalty: 4645.608887
	Iteration 3F: 3 clusters Score -1471317 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1471605.875000 Penalty: 4645.608887
	Iteration 4Q: 3 clusters Score -1471606 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1471859.875000 Penalty: 4645.608887
	Iteration 5Q: 3 clusters Score -1471860 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1472096.250000 Penalty: 4645.608887
	Iteration 6Q: 3 clusters Score -1472096 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1472318.250000 Penalty: 4645.608887
	Iteration 7Q: 3 clusters Score -1472318 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1472513.500000 Penalty: 4645.608887
	Iteration 8Q: 3 clusters Score -1472514 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1472689.375000 Penalty: 4645.608887
	Iteration 9Q: 3 clusters Score -1472689 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1472861.875000 Penalty: 4645.608887
	Iteration 10Q: 3 clusters Score -1472862 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1473004.375000 Penalty: 4645.608887
	Iteration 11Q: 3 clusters Score -1473004 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1473124.500000 Penalty: 4645.608887
	Iteration 12Q: 3 clusters Score -1473124 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1473231.125000 Penalty: 4645.608887
	Iteration 13Q: 3 clusters Score -1473231 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1473331.125000 Penalty: 4645.608887
	Iteration 14Q: 3 clusters Score -1473331 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1473414.125000 Penalty: 4645.608887
	Iteration 15Q: 3 clusters Score -1473414 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1473497.375000 Penalty: 4645.608887
	Iteration 16Q: 3 clusters Score -1473497 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1473570.000000 Penalty: 4645.608887
	Iteration 17Q: 3 clusters Score -1473570 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1473635.750000 Penalty: 4645.608887
	Iteration 18Q: 3 clusters Score -1473636 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1473683.625000 Penalty: 4645.608887
	Iteration 19Q: 3 clusters Score -1473684 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1473724.625000 Penalty: 4645.608887
	Iteration 20F: 3 clusters Score -1473725 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1473752.750000 Penalty: 4645.608887
	Iteration 21Q: 3 clusters Score -1473753 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1473784.125000 Penalty: 4645.608887
	Iteration 22Q: 3 clusters Score -1473784 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1473808.375000 Penalty: 4645.608887
	Iteration 23Q: 3 clusters Score -1473808 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1473832.375000 Penalty: 4645.608887
	Iteration 24Q: 3 clusters Score -1473832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1473847.125000 Penalty: 4645.608887
	Iteration 25Q: 3 clusters Score -1473847 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1473864.750000 Penalty: 4645.608887
	Iteration 26Q: 3 clusters Score -1473865 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1473875.000000 Penalty: 4645.608887
	Iteration 27Q: 3 clusters Score -1473875 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1473887.750000 Penalty: 4645.608887
	Iteration 28Q: 3 clusters Score -1473888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1473900.750000 Penalty: 4645.608887
	Iteration 29Q: 3 clusters Score -1473901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1473916.750000 Penalty: 4645.608887
	Iteration 30Q: 3 clusters Score -1473917 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1473929.125000 Penalty: 4645.608887
	Iteration 31Q: 3 clusters Score -1473929 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1473948.625000 Penalty: 4645.608887
	Iteration 32Q: 3 clusters Score -1473949 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1473969.500000 Penalty: 4645.608887
	Iteration 33Q: 3 clusters Score -1473970 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1474004.750000 Penalty: 4645.608887
	Iteration 34Q: 3 clusters Score -1474005 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1474046.500000 Penalty: 4645.608887
	Iteration 35Q: 3 clusters Score -1474046 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1474094.500000 Penalty: 4645.608887
	Iteration 36Q: 3 clusters Score -1474094 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1474123.500000 Penalty: 4645.608887
	Iteration 37Q: 3 clusters Score -1474124 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1474148.625000 Penalty: 4645.608887
	Iteration 38Q: 3 clusters Score -1474149 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1474169.000000 Penalty: 4645.608887
	Iteration 39Q: 3 clusters Score -1474169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1474188.500000 Penalty: 4645.608887
	Iteration 40F: 3 clusters Score -1474188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1474195.750000 Penalty: 4645.608887
	Iteration 41Q: 3 clusters Score -1474196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1474208.500000 Penalty: 4645.608887
	Iteration 42Q: 3 clusters Score -1474208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1474216.000000 Penalty: 4645.608887
	Iteration 43Q: 3 clusters Score -1474216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1474224.375000 Penalty: 4645.608887
	Iteration 44Q: 3 clusters Score -1474224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1474230.000000 Penalty: 4645.608887
	Iteration 45Q: 3 clusters Score -1474230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1474234.125000 Penalty: 4645.608887
	Iteration 46Q: 3 clusters Score -1474234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1474236.250000 Penalty: 4645.608887
	Iteration 47Q: 3 clusters Score -1474236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1474241.625000 Penalty: 4645.608887
	Iteration 48Q: 3 clusters Score -1474242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1474243.750000 Penalty: 4645.608887
	Iteration 49Q: 3 clusters Score -1474244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1474244.500000 Penalty: 4645.608887
	Iteration 50Q: 3 clusters Score -1474244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1474245.375000 Penalty: 4645.608887
	Iteration 51Q: 3 clusters Score -1474245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1474247.750000 Penalty: 4645.608887
	Iteration 52Q: 3 clusters Score -1474248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1474253.500000 Penalty: 4645.608887
	Iteration 53Q: 3 clusters Score -1474254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1474257.625000 Penalty: 4645.608887
	Iteration 54Q: 3 clusters Score -1474258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1474258.625000 Penalty: 4645.608887
	Iteration 55Q: 3 clusters Score -1474259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1474262.750000 Penalty: 4645.608887
	Iteration 56Q: 3 clusters Score -1474263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1474263.375000 Penalty: 4645.608887
	Iteration 57Q: 3 clusters Score -1474263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1474268.875000 Penalty: 4645.608887
	Iteration 58Q: 3 clusters Score -1474269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1474270.125000 Penalty: 4645.608887
	Iteration 59Q: 3 clusters Score -1474270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1474272.375000 Penalty: 4645.608887
	Iteration 60F: 3 clusters Score -1474272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1474274.375000 Penalty: 4645.608887
	Iteration 61Q: 3 clusters Score -1474274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1474276.875000 Penalty: 4645.608887
	Iteration 62Q: 3 clusters Score -1474277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1474278.125000 Penalty: 4645.608887
	Iteration 63Q: 3 clusters Score -1474278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1474289.250000 Penalty: 4645.608887
	Iteration 64Q: 3 clusters Score -1474289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1474292.375000 Penalty: 4645.608887
	Iteration 65Q: 3 clusters Score -1474292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1474294.500000 Penalty: 4645.608887
	Iteration 66Q: 3 clusters Score -1474294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1474296.000000 Penalty: 4645.608887
	Iteration 67Q: 3 clusters Score -1474296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1474298.875000 Penalty: 4645.608887
	Iteration 68Q: 3 clusters Score -1474299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1474299.500000 Penalty: 4645.608887
	Iteration 69Q: 3 clusters Score -1474300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1474302.000000 Penalty: 4645.608887
	Iteration 70Q: 3 clusters Score -1474302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1474307.000000 Penalty: 4645.608887
	Iteration 71Q: 3 clusters Score -1474307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1474308.125000 Penalty: 4645.608887
	Iteration 72Q: 3 clusters Score -1474308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1474309.000000 Penalty: 4645.608887
	Iteration 73Q: 3 clusters Score -1474309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1474310.875000 Penalty: 4645.608887
	Iteration 74Q: 3 clusters Score -1474311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1474310.500000 Penalty: 4645.608887
	Iteration 75Q: 3 clusters Score -1474310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1474309.000000 Penalty: 4645.608887
	Iteration 76Q: 3 clusters Score -1474309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1474309.000000 Penalty: 4645.608887
	Iteration 77F: 3 clusters Score -1474309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (107354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107354 members 
Entering Unmasked Estep 
Score: -14082989.000000 Penalty: 2872.803955
	Iteration 0F: 2 clusters Score -1.408299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -14011228.000000 Penalty: 5745.607910
	Iteration 0F: 3 clusters Score -1.401123e+07 nChanged 50839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55388 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -14040627.000000 Penalty: 5745.607910
	Iteration 1F: 3 clusters Score -1.404063e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -14042380.000000 Penalty: 5745.607910
	Iteration 2Q: 3 clusters Score -1.404238e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -14045054.000000 Penalty: 5745.607910
	Iteration 3F: 3 clusters Score -1.404505e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62911 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -14049037.000000 Penalty: 5745.607910
	Iteration 4F: 3 clusters Score -1.404904e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -14054027.000000 Penalty: 5745.607910
	Iteration 5F: 3 clusters Score -1.405403e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72010 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -14059004.000000 Penalty: 5745.607910
	Iteration 6F: 3 clusters Score -1.4059e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -14062893.000000 Penalty: 5745.607910
	Iteration 7F: 3 clusters Score -1.406289e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80045 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -14066140.000000 Penalty: 5745.607910
	Iteration 8Q: 3 clusters Score -1.406614e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83489 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -14069133.000000 Penalty: 5745.607910
	Iteration 9Q: 3 clusters Score -1.406913e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86439 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -14072345.000000 Penalty: 5745.607910
	Iteration 10Q: 3 clusters Score -1.407234e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88709 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -14074943.000000 Penalty: 5745.607910
	Iteration 11Q: 3 clusters Score -1.407494e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90390 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -14076662.000000 Penalty: 5745.607910
	Iteration 12Q: 3 clusters Score -1.407666e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91786 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -14077822.000000 Penalty: 5745.607910
	Iteration 13Q: 3 clusters Score -1.407782e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -14078442.000000 Penalty: 5745.607910
	Iteration 14Q: 3 clusters Score -1.407844e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93962 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -14078916.000000 Penalty: 5745.607910
	Iteration 15Q: 3 clusters Score -1.407892e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94812 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -14079304.000000 Penalty: 5745.607910
	Iteration 16Q: 3 clusters Score -1.40793e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95543 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -14079536.000000 Penalty: 5745.607910
	Iteration 17Q: 3 clusters Score -1.407954e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96151 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -14079728.000000 Penalty: 5745.607910
	Iteration 18Q: 3 clusters Score -1.407973e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96671 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -14079865.000000 Penalty: 5745.607910
	Iteration 19Q: 3 clusters Score -1.407986e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97079 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -14079937.000000 Penalty: 5745.607910
	Iteration 20F: 3 clusters Score -1.407994e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97458 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -14079998.000000 Penalty: 5745.607910
	Iteration 21Q: 3 clusters Score -1.408e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97792 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -14080025.000000 Penalty: 5745.607910
	Iteration 22Q: 3 clusters Score -1.408002e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98122 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -14080105.000000 Penalty: 5745.607910
	Iteration 23Q: 3 clusters Score -1.40801e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98421 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -14080163.000000 Penalty: 5745.607910
	Iteration 24Q: 3 clusters Score -1.408016e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98707 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -14080200.000000 Penalty: 5745.607910
	Iteration 25Q: 3 clusters Score -1.40802e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98972 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -14080265.000000 Penalty: 5745.607910
	Iteration 26Q: 3 clusters Score -1.408026e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99217 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -14080304.000000 Penalty: 5745.607910
	Iteration 27Q: 3 clusters Score -1.40803e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99439 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -14080352.000000 Penalty: 5745.607910
	Iteration 28Q: 3 clusters Score -1.408035e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99634 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -14080391.000000 Penalty: 5745.607910
	Iteration 29Q: 3 clusters Score -1.408039e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99812 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -14080408.000000 Penalty: 5745.607910
	Iteration 30Q: 3 clusters Score -1.408041e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99966 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -14080440.000000 Penalty: 5745.607910
	Iteration 31Q: 3 clusters Score -1.408044e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100122 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -14080459.000000 Penalty: 5745.607910
	Iteration 32Q: 3 clusters Score -1.408046e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100267 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -14080493.000000 Penalty: 5745.607910
	Iteration 33Q: 3 clusters Score -1.408049e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100416 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -14080535.000000 Penalty: 5745.607910
	Iteration 34Q: 3 clusters Score -1.408054e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100550 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -14080553.000000 Penalty: 5745.607910
	Iteration 35Q: 3 clusters Score -1.408055e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100649 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -14080546.000000 Penalty: 5745.607910
	Iteration 36Q: 3 clusters Score -1.408055e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100740 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -14080562.000000 Penalty: 5745.607910
	Iteration 37Q: 3 clusters Score -1.408056e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100832 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -14080568.000000 Penalty: 5745.607910
	Iteration 38Q: 3 clusters Score -1.408057e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100901 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -14080581.000000 Penalty: 5745.607910
	Iteration 39Q: 3 clusters Score -1.408058e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100967 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -14080584.000000 Penalty: 5745.607910
	Iteration 40F: 3 clusters Score -1.408058e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101034 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -14080575.000000 Penalty: 5745.607910
	Iteration 41Q: 3 clusters Score -1.408058e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101110 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -14080592.000000 Penalty: 5745.607910
	Iteration 42Q: 3 clusters Score -1.408059e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101183 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -14080586.000000 Penalty: 5745.607910
	Iteration 43Q: 3 clusters Score -1.408059e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101250 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -14080593.000000 Penalty: 5745.607910
	Iteration 44Q: 3 clusters Score -1.408059e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101313 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -14080583.000000 Penalty: 5745.607910
	Iteration 45Q: 3 clusters Score -1.408058e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101366 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -14080575.000000 Penalty: 5745.607910
	Iteration 46Q: 3 clusters Score -1.408058e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101419 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -14080583.000000 Penalty: 5745.607910
	Iteration 47Q: 3 clusters Score -1.408058e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101466 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -14080593.000000 Penalty: 5745.607910
	Iteration 48Q: 3 clusters Score -1.408059e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101510 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -14080599.000000 Penalty: 5745.607910
	Iteration 49Q: 3 clusters Score -1.40806e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101549 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -14080607.000000 Penalty: 5745.607910
	Iteration 50Q: 3 clusters Score -1.408061e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101584 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -14080611.000000 Penalty: 5745.607910
	Iteration 51Q: 3 clusters Score -1.408061e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101628 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -14080615.000000 Penalty: 5745.607910
	Iteration 52Q: 3 clusters Score -1.408062e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101660 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -14080606.000000 Penalty: 5745.607910
	Iteration 53Q: 3 clusters Score -1.408061e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101685 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -14080615.000000 Penalty: 5745.607910
	Iteration 54Q: 3 clusters Score -1.408062e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101701 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -14080611.000000 Penalty: 5745.607910
	Iteration 55Q: 3 clusters Score -1.408061e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101718 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -14080630.000000 Penalty: 5745.607910
	Iteration 56Q: 3 clusters Score -1.408063e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101736 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -14080633.000000 Penalty: 5745.607910
	Iteration 57Q: 3 clusters Score -1.408063e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -14080642.000000 Penalty: 5745.607910
	Iteration 58Q: 3 clusters Score -1.408064e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101775 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -14080633.000000 Penalty: 5745.607910
	Iteration 59Q: 3 clusters Score -1.408063e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101801 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -14080633.000000 Penalty: 5745.607910
	Iteration 60F: 3 clusters Score -1.408063e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101825 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -14080634.000000 Penalty: 5745.607910
	Iteration 61Q: 3 clusters Score -1.408063e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101847 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -14080643.000000 Penalty: 5745.607910
	Iteration 62Q: 3 clusters Score -1.408064e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101876 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -14080626.000000 Penalty: 5745.607910
	Iteration 63Q: 3 clusters Score -1.408063e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101903 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -14080639.000000 Penalty: 5745.607910
	Iteration 64Q: 3 clusters Score -1.408064e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101925 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -14080654.000000 Penalty: 5745.607910
	Iteration 65Q: 3 clusters Score -1.408065e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101950 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -14080650.000000 Penalty: 5745.607910
	Iteration 66Q: 3 clusters Score -1.408065e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101979 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -14080680.000000 Penalty: 5745.607910
	Iteration 67Q: 3 clusters Score -1.408068e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102008 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -14080666.000000 Penalty: 5745.607910
	Iteration 68Q: 3 clusters Score -1.408067e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102040 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -14080679.000000 Penalty: 5745.607910
	Iteration 69Q: 3 clusters Score -1.408068e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102080 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -14080678.000000 Penalty: 5745.607910
	Iteration 70Q: 3 clusters Score -1.408068e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102121 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -14080676.000000 Penalty: 5745.607910
	Iteration 71Q: 3 clusters Score -1.408068e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102160 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -14080690.000000 Penalty: 5745.607910
	Iteration 72Q: 3 clusters Score -1.408069e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102197 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -14080710.000000 Penalty: 5745.607910
	Iteration 73Q: 3 clusters Score -1.408071e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102234 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -14080710.000000 Penalty: 5745.607910
	Iteration 74Q: 3 clusters Score -1.408071e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102264 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -14080722.000000 Penalty: 5745.607910
	Iteration 75Q: 3 clusters Score -1.408072e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102294 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -14080719.000000 Penalty: 5745.607910
	Iteration 76Q: 3 clusters Score -1.408072e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102322 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -14080740.000000 Penalty: 5745.607910
	Iteration 77Q: 3 clusters Score -1.408074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102345 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -14080726.000000 Penalty: 5745.607910
	Iteration 78Q: 3 clusters Score -1.408073e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102374 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -14080713.000000 Penalty: 5745.607910
	Iteration 79Q: 3 clusters Score -1.408071e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102395 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -14080727.000000 Penalty: 5745.607910
	Iteration 80F: 3 clusters Score -1.408073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102410 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -14080736.000000 Penalty: 5745.607910
	Iteration 81Q: 3 clusters Score -1.408074e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102427 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -14080749.000000 Penalty: 5745.607910
	Iteration 82Q: 3 clusters Score -1.408075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102441 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -14080749.000000 Penalty: 5745.607910
	Iteration 83Q: 3 clusters Score -1.408075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102452 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -14080746.000000 Penalty: 5745.607910
	Iteration 84Q: 3 clusters Score -1.408075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102462 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -14080749.000000 Penalty: 5745.607910
	Iteration 85Q: 3 clusters Score -1.408075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102470 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -14080753.000000 Penalty: 5745.607910
	Iteration 86Q: 3 clusters Score -1.408075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102482 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -14080741.000000 Penalty: 5745.607910
	Iteration 87Q: 3 clusters Score -1.408074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102498 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -14080723.000000 Penalty: 5745.607910
	Iteration 88Q: 3 clusters Score -1.408072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102509 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -14080732.000000 Penalty: 5745.607910
	Iteration 89Q: 3 clusters Score -1.408073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102517 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -14080734.000000 Penalty: 5745.607910
	Iteration 90Q: 3 clusters Score -1.408073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102523 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -14080735.000000 Penalty: 5745.607910
	Iteration 91Q: 3 clusters Score -1.408074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102530 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -14080752.000000 Penalty: 5745.607910
	Iteration 92Q: 3 clusters Score -1.408075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102535 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -14080749.000000 Penalty: 5745.607910
	Iteration 93Q: 3 clusters Score -1.408075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102541 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -14080746.000000 Penalty: 5745.607910
	Iteration 94Q: 3 clusters Score -1.408075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102550 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -14080745.000000 Penalty: 5745.607910
	Iteration 95Q: 3 clusters Score -1.408074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102563 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -14080757.000000 Penalty: 5745.607910
	Iteration 96Q: 3 clusters Score -1.408076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102572 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -14080757.000000 Penalty: 5745.607910
	Iteration 97Q: 3 clusters Score -1.408076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102588 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -14080767.000000 Penalty: 5745.607910
	Iteration 98Q: 3 clusters Score -1.408077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102604 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -14080774.000000 Penalty: 5745.607910
	Iteration 99Q: 3 clusters Score -1.408077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102612 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -14080778.000000 Penalty: 5745.607910
	Iteration 100F: 3 clusters Score -1.408078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102618 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -14080772.000000 Penalty: 5745.607910
	Iteration 101Q: 3 clusters Score -1.408077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102625 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -14080776.000000 Penalty: 5745.607910
	Iteration 102Q: 3 clusters Score -1.408078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102633 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -14080769.000000 Penalty: 5745.607910
	Iteration 103Q: 3 clusters Score -1.408077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102640 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -14080777.000000 Penalty: 5745.607910
	Iteration 104Q: 3 clusters Score -1.408078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102646 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -14080772.000000 Penalty: 5745.607910
	Iteration 105Q: 3 clusters Score -1.408077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102647 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -14080773.000000 Penalty: 5745.607910
	Iteration 106Q: 3 clusters Score -1.408077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102648 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -14080768.000000 Penalty: 5745.607910
	Iteration 107Q: 3 clusters Score -1.408077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102650 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -14080769.000000 Penalty: 5745.607910
	Iteration 108Q: 3 clusters Score -1.408077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102652 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -14080772.000000 Penalty: 5745.607910
	Iteration 109Q: 3 clusters Score -1.408077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102654 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -14080771.000000 Penalty: 5745.607910
	Iteration 110Q: 3 clusters Score -1.408077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102657 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -14080773.000000 Penalty: 5745.607910
	Iteration 111Q: 3 clusters Score -1.408077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102659 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -14080776.000000 Penalty: 5745.607910
	Iteration 112Q: 3 clusters Score -1.408078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102664 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -14080774.000000 Penalty: 5745.607910
	Iteration 113Q: 3 clusters Score -1.408077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102667 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -14080777.000000 Penalty: 5745.607910
	Iteration 114Q: 3 clusters Score -1.408078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102674 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -14080758.000000 Penalty: 5745.607910
	Iteration 115Q: 3 clusters Score -1.408076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102680 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -14080756.000000 Penalty: 5745.607910
	Iteration 116Q: 3 clusters Score -1.408076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102684 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -14080760.000000 Penalty: 5745.607910
	Iteration 117Q: 3 clusters Score -1.408076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102686 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -14080751.000000 Penalty: 5745.607910
	Iteration 118Q: 3 clusters Score -1.408075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102688 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -14080755.000000 Penalty: 5745.607910
	Iteration 119Q: 3 clusters Score -1.408076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102691 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -14080756.000000 Penalty: 5745.607910
	Iteration 120F: 3 clusters Score -1.408076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102692 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -14080760.000000 Penalty: 5745.607910
	Iteration 121Q: 3 clusters Score -1.408076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102693 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -14080758.000000 Penalty: 5745.607910
	Iteration 122Q: 3 clusters Score -1.408076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102695 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -14080764.000000 Penalty: 5745.607910
	Iteration 123Q: 3 clusters Score -1.408076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102696 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -14080765.000000 Penalty: 5745.607910
	Iteration 124Q: 3 clusters Score -1.408076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102698 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -14080763.000000 Penalty: 5745.607910
	Iteration 125Q: 3 clusters Score -1.408076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102699 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -14080768.000000 Penalty: 5745.607910
	Iteration 126Q: 3 clusters Score -1.408077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102699 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -14080768.000000 Penalty: 5745.607910
	Iteration 127F: 3 clusters Score -1.408077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -35637.941406 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -35637.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34366.882812 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -34366.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34490.660156 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -34490.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34538.054688 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -34538.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34567.535156 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -34567.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34590.175781 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -34590.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34590.175781 Penalty: 2848.529785
	Iteration 5F: 3 clusters Score -34590.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Entering Unmasked Estep 
Score: -342975.656250 Penalty: 1967.136719
	Iteration 0F: 2 clusters Score -342975.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -339851.031250 Penalty: 3934.273438
	Iteration 0F: 3 clusters Score -339851 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -340484.250000 Penalty: 3934.273438
	Iteration 1F: 3 clusters Score -340484.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -340644.343750 Penalty: 3934.273438
	Iteration 2F: 3 clusters Score -340644.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -340757.281250 Penalty: 3934.273438
	Iteration 3Q: 3 clusters Score -340757.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -340857.218750 Penalty: 3934.273438
	Iteration 4Q: 3 clusters Score -340857.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -340943.125000 Penalty: 3934.273438
	Iteration 5Q: 3 clusters Score -340943.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -341004.343750 Penalty: 3934.273438
	Iteration 6Q: 3 clusters Score -341004.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -341066.437500 Penalty: 3934.273438
	Iteration 7Q: 3 clusters Score -341066.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -341132.062500 Penalty: 3934.273438
	Iteration 8Q: 3 clusters Score -341132.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -341191.906250 Penalty: 3934.273438
	Iteration 9Q: 3 clusters Score -341191.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -341275.250000 Penalty: 3934.273438
	Iteration 10Q: 3 clusters Score -341275.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -341383.281250 Penalty: 3934.273438
	Iteration 11Q: 3 clusters Score -341383.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -341522.625000 Penalty: 3934.273438
	Iteration 12Q: 3 clusters Score -341522.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -341677.687500 Penalty: 3934.273438
	Iteration 13Q: 3 clusters Score -341677.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -341848.812500 Penalty: 3934.273438
	Iteration 14Q: 3 clusters Score -341848.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -342024.125000 Penalty: 3934.273438
	Iteration 15Q: 3 clusters Score -342024.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -342152.937500 Penalty: 3934.273438
	Iteration 16Q: 3 clusters Score -342152.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -342258.406250 Penalty: 3934.273438
	Iteration 17Q: 3 clusters Score -342258.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -342351.687500 Penalty: 3934.273438
	Iteration 18Q: 3 clusters Score -342351.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -342396.031250 Penalty: 3934.273438
	Iteration 19Q: 3 clusters Score -342396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -342423.750000 Penalty: 3934.273438
	Iteration 20F: 3 clusters Score -342423.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -342432.156250 Penalty: 3934.273438
	Iteration 21Q: 3 clusters Score -342432.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -342436.781250 Penalty: 3934.273438
	Iteration 22Q: 3 clusters Score -342436.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -342443.781250 Penalty: 3934.273438
	Iteration 23Q: 3 clusters Score -342443.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -342447.031250 Penalty: 3934.273438
	Iteration 24Q: 3 clusters Score -342447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -342447.500000 Penalty: 3934.273438
	Iteration 25Q: 3 clusters Score -342447.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -342449.750000 Penalty: 3934.273438
	Iteration 26Q: 3 clusters Score -342449.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -342450.187500 Penalty: 3934.273438
	Iteration 27Q: 3 clusters Score -342450.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -342450.187500 Penalty: 3934.273438
	Iteration 28F: 3 clusters Score -342450.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Entering Unmasked Estep 
Score: -1789675.375000 Penalty: 2363.663330
	Iteration 0F: 2 clusters Score -1789675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1779579.375000 Penalty: 4727.326660
	Iteration 0F: 3 clusters Score -1779579 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1782681.750000 Penalty: 4727.326660
	Iteration 1F: 3 clusters Score -1782682 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1783003.750000 Penalty: 4727.326660
	Iteration 2F: 3 clusters Score -1783004 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1783254.250000 Penalty: 4727.326660
	Iteration 3Q: 3 clusters Score -1783254 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1783474.000000 Penalty: 4727.326660
	Iteration 4Q: 3 clusters Score -1783474 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1783622.875000 Penalty: 4727.326660
	Iteration 5Q: 3 clusters Score -1783623 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1783769.750000 Penalty: 4727.326660
	Iteration 6Q: 3 clusters Score -1783770 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1783912.125000 Penalty: 4727.326660
	Iteration 7Q: 3 clusters Score -1783912 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1784083.250000 Penalty: 4727.326660
	Iteration 8Q: 3 clusters Score -1784083 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1784281.250000 Penalty: 4727.326660
	Iteration 9Q: 3 clusters Score -1784281 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1784474.125000 Penalty: 4727.326660
	Iteration 10Q: 3 clusters Score -1784474 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1784705.375000 Penalty: 4727.326660
	Iteration 11Q: 3 clusters Score -1784705 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1784953.750000 Penalty: 4727.326660
	Iteration 12Q: 3 clusters Score -1784954 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1785206.000000 Penalty: 4727.326660
	Iteration 13Q: 3 clusters Score -1785206 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1785452.250000 Penalty: 4727.326660
	Iteration 14Q: 3 clusters Score -1785452 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1785665.875000 Penalty: 4727.326660
	Iteration 15Q: 3 clusters Score -1785666 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1785878.625000 Penalty: 4727.326660
	Iteration 16Q: 3 clusters Score -1785879 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1786058.625000 Penalty: 4727.326660
	Iteration 17Q: 3 clusters Score -1786059 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1786207.375000 Penalty: 4727.326660
	Iteration 18Q: 3 clusters Score -1786207 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1786349.875000 Penalty: 4727.326660
	Iteration 19Q: 3 clusters Score -1786350 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1786465.000000 Penalty: 4727.326660
	Iteration 20F: 3 clusters Score -1786465 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1786559.500000 Penalty: 4727.326660
	Iteration 21Q: 3 clusters Score -1786560 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1786641.750000 Penalty: 4727.326660
	Iteration 22Q: 3 clusters Score -1786642 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1786709.625000 Penalty: 4727.326660
	Iteration 23Q: 3 clusters Score -1786710 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1786759.375000 Penalty: 4727.326660
	Iteration 24Q: 3 clusters Score -1786759 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1786809.750000 Penalty: 4727.326660
	Iteration 25Q: 3 clusters Score -1786810 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1786845.625000 Penalty: 4727.326660
	Iteration 26Q: 3 clusters Score -1786846 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1786892.625000 Penalty: 4727.326660
	Iteration 27Q: 3 clusters Score -1786893 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1786926.875000 Penalty: 4727.326660
	Iteration 28Q: 3 clusters Score -1786927 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1786960.375000 Penalty: 4727.326660
	Iteration 29Q: 3 clusters Score -1786960 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1786988.625000 Penalty: 4727.326660
	Iteration 30Q: 3 clusters Score -1786989 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1787010.375000 Penalty: 4727.326660
	Iteration 31Q: 3 clusters Score -1787010 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1787021.500000 Penalty: 4727.326660
	Iteration 32Q: 3 clusters Score -1787022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1787043.750000 Penalty: 4727.326660
	Iteration 33Q: 3 clusters Score -1787044 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1787061.500000 Penalty: 4727.326660
	Iteration 34Q: 3 clusters Score -1787062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1787074.750000 Penalty: 4727.326660
	Iteration 35Q: 3 clusters Score -1787075 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1787088.125000 Penalty: 4727.326660
	Iteration 36Q: 3 clusters Score -1787088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1787087.500000 Penalty: 4727.326660
	Iteration 37Q: 3 clusters Score -1787088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1787102.625000 Penalty: 4727.326660
	Iteration 38Q: 3 clusters Score -1787103 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1787101.500000 Penalty: 4727.326660
	Iteration 39Q: 3 clusters Score -1787102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1787113.000000 Penalty: 4727.326660
	Iteration 40F: 3 clusters Score -1787113 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1787116.000000 Penalty: 4727.326660
	Iteration 41Q: 3 clusters Score -1787116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1787120.500000 Penalty: 4727.326660
	Iteration 42Q: 3 clusters Score -1787120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1787130.875000 Penalty: 4727.326660
	Iteration 43Q: 3 clusters Score -1787131 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1787140.250000 Penalty: 4727.326660
	Iteration 44Q: 3 clusters Score -1787140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1787145.750000 Penalty: 4727.326660
	Iteration 45Q: 3 clusters Score -1787146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1787143.750000 Penalty: 4727.326660
	Iteration 46Q: 3 clusters Score -1787144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1787151.875000 Penalty: 4727.326660
	Iteration 47Q: 3 clusters Score -1787152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1787153.625000 Penalty: 4727.326660
	Iteration 48Q: 3 clusters Score -1787154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1787152.500000 Penalty: 4727.326660
	Iteration 49Q: 3 clusters Score -1787152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1787157.875000 Penalty: 4727.326660
	Iteration 50Q: 3 clusters Score -1787158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1787163.000000 Penalty: 4727.326660
	Iteration 51Q: 3 clusters Score -1787163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1787163.375000 Penalty: 4727.326660
	Iteration 52Q: 3 clusters Score -1787163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1787162.750000 Penalty: 4727.326660
	Iteration 53Q: 3 clusters Score -1787163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1787168.500000 Penalty: 4727.326660
	Iteration 54Q: 3 clusters Score -1787168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1787172.250000 Penalty: 4727.326660
	Iteration 55Q: 3 clusters Score -1787172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1787172.875000 Penalty: 4727.326660
	Iteration 56Q: 3 clusters Score -1787173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1787171.125000 Penalty: 4727.326660
	Iteration 57Q: 3 clusters Score -1787171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1787172.125000 Penalty: 4727.326660
	Iteration 58Q: 3 clusters Score -1787172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1787176.625000 Penalty: 4727.326660
	Iteration 59Q: 3 clusters Score -1787177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1787174.250000 Penalty: 4727.326660
	Iteration 60F: 3 clusters Score -1787174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1787175.125000 Penalty: 4727.326660
	Iteration 61Q: 3 clusters Score -1787175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1787178.625000 Penalty: 4727.326660
	Iteration 62Q: 3 clusters Score -1787179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1787177.375000 Penalty: 4727.326660
	Iteration 63Q: 3 clusters Score -1787177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1787179.125000 Penalty: 4727.326660
	Iteration 64Q: 3 clusters Score -1787179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1787181.500000 Penalty: 4727.326660
	Iteration 65Q: 3 clusters Score -1787182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1787176.750000 Penalty: 4727.326660
	Iteration 66Q: 3 clusters Score -1787177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1787180.500000 Penalty: 4727.326660
	Iteration 67Q: 3 clusters Score -1787180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1787176.625000 Penalty: 4727.326660
	Iteration 68Q: 3 clusters Score -1787177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1787180.875000 Penalty: 4727.326660
	Iteration 69Q: 3 clusters Score -1787181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1787183.375000 Penalty: 4727.326660
	Iteration 70Q: 3 clusters Score -1787183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1787180.750000 Penalty: 4727.326660
	Iteration 71Q: 3 clusters Score -1787181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1787180.750000 Penalty: 4727.326660
	Iteration 72F: 3 clusters Score -1787181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Entering Unmasked Estep 
Score: -1715786.250000 Penalty: 2370.952637
	Iteration 0F: 2 clusters Score -1715786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1705491.625000 Penalty: 4741.905273
	Iteration 0F: 3 clusters Score -1705492 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1709060.625000 Penalty: 4741.905273
	Iteration 1F: 3 clusters Score -1709061 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1709694.125000 Penalty: 4741.905273
	Iteration 2F: 3 clusters Score -1709694 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1710351.625000 Penalty: 4741.905273
	Iteration 3F: 3 clusters Score -1710352 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1711008.625000 Penalty: 4741.905273
	Iteration 4F: 3 clusters Score -1711009 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1711574.375000 Penalty: 4741.905273
	Iteration 5F: 3 clusters Score -1711574 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1712084.500000 Penalty: 4741.905273
	Iteration 6F: 3 clusters Score -1712084 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1712541.625000 Penalty: 4741.905273
	Iteration 7Q: 3 clusters Score -1712542 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1712933.375000 Penalty: 4741.905273
	Iteration 8Q: 3 clusters Score -1712933 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1713206.625000 Penalty: 4741.905273
	Iteration 9Q: 3 clusters Score -1713207 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1713416.375000 Penalty: 4741.905273
	Iteration 10Q: 3 clusters Score -1713416 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1713565.250000 Penalty: 4741.905273
	Iteration 11Q: 3 clusters Score -1713565 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1713690.875000 Penalty: 4741.905273
	Iteration 12Q: 3 clusters Score -1713691 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1713778.000000 Penalty: 4741.905273
	Iteration 13Q: 3 clusters Score -1713778 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1713842.375000 Penalty: 4741.905273
	Iteration 14Q: 3 clusters Score -1713842 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1713886.875000 Penalty: 4741.905273
	Iteration 15Q: 3 clusters Score -1713887 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1713916.000000 Penalty: 4741.905273
	Iteration 16Q: 3 clusters Score -1713916 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1713946.875000 Penalty: 4741.905273
	Iteration 17Q: 3 clusters Score -1713947 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1713974.875000 Penalty: 4741.905273
	Iteration 18Q: 3 clusters Score -1713975 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1713994.875000 Penalty: 4741.905273
	Iteration 19Q: 3 clusters Score -1713995 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1714007.500000 Penalty: 4741.905273
	Iteration 20F: 3 clusters Score -1714008 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1714017.375000 Penalty: 4741.905273
	Iteration 21Q: 3 clusters Score -1714017 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1714029.125000 Penalty: 4741.905273
	Iteration 22Q: 3 clusters Score -1714029 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1714045.625000 Penalty: 4741.905273
	Iteration 23Q: 3 clusters Score -1714046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1714057.750000 Penalty: 4741.905273
	Iteration 24Q: 3 clusters Score -1714058 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1714066.375000 Penalty: 4741.905273
	Iteration 25Q: 3 clusters Score -1714066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1714079.500000 Penalty: 4741.905273
	Iteration 26Q: 3 clusters Score -1714080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1714079.250000 Penalty: 4741.905273
	Iteration 27Q: 3 clusters Score -1714079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1714087.000000 Penalty: 4741.905273
	Iteration 28Q: 3 clusters Score -1714087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1714096.000000 Penalty: 4741.905273
	Iteration 29Q: 3 clusters Score -1714096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1714100.875000 Penalty: 4741.905273
	Iteration 30Q: 3 clusters Score -1714101 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1714109.125000 Penalty: 4741.905273
	Iteration 31Q: 3 clusters Score -1714109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1714113.250000 Penalty: 4741.905273
	Iteration 32Q: 3 clusters Score -1714113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1714121.375000 Penalty: 4741.905273
	Iteration 33Q: 3 clusters Score -1714121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1714128.750000 Penalty: 4741.905273
	Iteration 34Q: 3 clusters Score -1714129 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1714135.875000 Penalty: 4741.905273
	Iteration 35Q: 3 clusters Score -1714136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1714148.625000 Penalty: 4741.905273
	Iteration 36Q: 3 clusters Score -1714149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1714155.625000 Penalty: 4741.905273
	Iteration 37Q: 3 clusters Score -1714156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1714157.625000 Penalty: 4741.905273
	Iteration 38Q: 3 clusters Score -1714158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1714162.625000 Penalty: 4741.905273
	Iteration 39Q: 3 clusters Score -1714163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1714170.500000 Penalty: 4741.905273
	Iteration 40F: 3 clusters Score -1714170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1714177.625000 Penalty: 4741.905273
	Iteration 41Q: 3 clusters Score -1714178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1714179.625000 Penalty: 4741.905273
	Iteration 42Q: 3 clusters Score -1714180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1714189.875000 Penalty: 4741.905273
	Iteration 43Q: 3 clusters Score -1714190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1714203.000000 Penalty: 4741.905273
	Iteration 44Q: 3 clusters Score -1714203 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1714211.875000 Penalty: 4741.905273
	Iteration 45Q: 3 clusters Score -1714212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1714224.250000 Penalty: 4741.905273
	Iteration 46Q: 3 clusters Score -1714224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1714232.375000 Penalty: 4741.905273
	Iteration 47Q: 3 clusters Score -1714232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1714241.750000 Penalty: 4741.905273
	Iteration 48Q: 3 clusters Score -1714242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1714250.000000 Penalty: 4741.905273
	Iteration 49Q: 3 clusters Score -1714250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1714264.125000 Penalty: 4741.905273
	Iteration 50Q: 3 clusters Score -1714264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1714276.000000 Penalty: 4741.905273
	Iteration 51Q: 3 clusters Score -1714276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1714286.000000 Penalty: 4741.905273
	Iteration 52Q: 3 clusters Score -1714286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1714287.625000 Penalty: 4741.905273
	Iteration 53Q: 3 clusters Score -1714288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1714295.000000 Penalty: 4741.905273
	Iteration 54Q: 3 clusters Score -1714295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1714301.875000 Penalty: 4741.905273
	Iteration 55Q: 3 clusters Score -1714302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1714306.375000 Penalty: 4741.905273
	Iteration 56Q: 3 clusters Score -1714306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1714309.250000 Penalty: 4741.905273
	Iteration 57Q: 3 clusters Score -1714309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1714312.500000 Penalty: 4741.905273
	Iteration 58Q: 3 clusters Score -1714312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1714314.750000 Penalty: 4741.905273
	Iteration 59Q: 3 clusters Score -1714315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1714313.875000 Penalty: 4741.905273
	Iteration 60F: 3 clusters Score -1714314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1714318.000000 Penalty: 4741.905273
	Iteration 61Q: 3 clusters Score -1714318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1714321.500000 Penalty: 4741.905273
	Iteration 62Q: 3 clusters Score -1714322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1714321.125000 Penalty: 4741.905273
	Iteration 63Q: 3 clusters Score -1714321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1714322.000000 Penalty: 4741.905273
	Iteration 64Q: 3 clusters Score -1714322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1714325.000000 Penalty: 4741.905273
	Iteration 65Q: 3 clusters Score -1714325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1714324.875000 Penalty: 4741.905273
	Iteration 66Q: 3 clusters Score -1714325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1714327.375000 Penalty: 4741.905273
	Iteration 67Q: 3 clusters Score -1714327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1714332.875000 Penalty: 4741.905273
	Iteration 68Q: 3 clusters Score -1714333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1714332.250000 Penalty: 4741.905273
	Iteration 69Q: 3 clusters Score -1714332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1714331.750000 Penalty: 4741.905273
	Iteration 70Q: 3 clusters Score -1714332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1714330.125000 Penalty: 4741.905273
	Iteration 71Q: 3 clusters Score -1714330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1714331.500000 Penalty: 4741.905273
	Iteration 72Q: 3 clusters Score -1714332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1714332.500000 Penalty: 4741.905273
	Iteration 73Q: 3 clusters Score -1714332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1714335.875000 Penalty: 4741.905273
	Iteration 74Q: 3 clusters Score -1714336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1714337.875000 Penalty: 4741.905273
	Iteration 75Q: 3 clusters Score -1714338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1714336.750000 Penalty: 4741.905273
	Iteration 76Q: 3 clusters Score -1714337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1714339.750000 Penalty: 4741.905273
	Iteration 77Q: 3 clusters Score -1714340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1714336.250000 Penalty: 4741.905273
	Iteration 78Q: 3 clusters Score -1714336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1714337.875000 Penalty: 4741.905273
	Iteration 79Q: 3 clusters Score -1714338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1714340.125000 Penalty: 4741.905273
	Iteration 80F: 3 clusters Score -1714340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1714341.250000 Penalty: 4741.905273
	Iteration 81Q: 3 clusters Score -1714341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1714340.750000 Penalty: 4741.905273
	Iteration 82Q: 3 clusters Score -1714341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1714345.500000 Penalty: 4741.905273
	Iteration 83Q: 3 clusters Score -1714346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1714344.500000 Penalty: 4741.905273
	Iteration 84Q: 3 clusters Score -1714344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1714343.000000 Penalty: 4741.905273
	Iteration 85Q: 3 clusters Score -1714343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1714343.000000 Penalty: 4741.905273
	Iteration 86F: 3 clusters Score -1714343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Entering Unmasked Estep 
Score: -1076891.250000 Penalty: 2253.782715
	Iteration 0F: 2 clusters Score -1076891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1069956.000000 Penalty: 4507.565430
	Iteration 0F: 3 clusters Score -1069956 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1071931.250000 Penalty: 4507.565430
	Iteration 1F: 3 clusters Score -1071931 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1072369.000000 Penalty: 4507.565430
	Iteration 2F: 3 clusters Score -1072369 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1072733.000000 Penalty: 4507.565430
	Iteration 3F: 3 clusters Score -1072733 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1073095.250000 Penalty: 4507.565430
	Iteration 4F: 3 clusters Score -1073095 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1073473.500000 Penalty: 4507.565430
	Iteration 5Q: 3 clusters Score -1073474 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1073837.500000 Penalty: 4507.565430
	Iteration 6F: 3 clusters Score -1073838 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1074159.750000 Penalty: 4507.565430
	Iteration 7F: 3 clusters Score -1074160 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1074402.125000 Penalty: 4507.565430
	Iteration 8Q: 3 clusters Score -1074402 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1074601.375000 Penalty: 4507.565430
	Iteration 9Q: 3 clusters Score -1074601 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1074792.875000 Penalty: 4507.565430
	Iteration 10Q: 3 clusters Score -1074793 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1074958.500000 Penalty: 4507.565430
	Iteration 11Q: 3 clusters Score -1074958 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1075107.875000 Penalty: 4507.565430
	Iteration 12Q: 3 clusters Score -1075108 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1075248.250000 Penalty: 4507.565430
	Iteration 13Q: 3 clusters Score -1075248 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1075371.500000 Penalty: 4507.565430
	Iteration 14Q: 3 clusters Score -1075372 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1075472.375000 Penalty: 4507.565430
	Iteration 15Q: 3 clusters Score -1075472 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1075541.375000 Penalty: 4507.565430
	Iteration 16Q: 3 clusters Score -1075541 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1075588.500000 Penalty: 4507.565430
	Iteration 17Q: 3 clusters Score -1075588 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1075626.250000 Penalty: 4507.565430
	Iteration 18Q: 3 clusters Score -1075626 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1075649.375000 Penalty: 4507.565430
	Iteration 19Q: 3 clusters Score -1075649 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1075668.250000 Penalty: 4507.565430
	Iteration 20F: 3 clusters Score -1075668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1075688.375000 Penalty: 4507.565430
	Iteration 21Q: 3 clusters Score -1075688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1075702.000000 Penalty: 4507.565430
	Iteration 22Q: 3 clusters Score -1075702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1075712.625000 Penalty: 4507.565430
	Iteration 23Q: 3 clusters Score -1075713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1075722.000000 Penalty: 4507.565430
	Iteration 24Q: 3 clusters Score -1075722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1075735.000000 Penalty: 4507.565430
	Iteration 25Q: 3 clusters Score -1075735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1075740.500000 Penalty: 4507.565430
	Iteration 26Q: 3 clusters Score -1075740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1075746.875000 Penalty: 4507.565430
	Iteration 27Q: 3 clusters Score -1075747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1075749.500000 Penalty: 4507.565430
	Iteration 28Q: 3 clusters Score -1075750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1075751.625000 Penalty: 4507.565430
	Iteration 29Q: 3 clusters Score -1075752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1075753.125000 Penalty: 4507.565430
	Iteration 30Q: 3 clusters Score -1075753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1075752.250000 Penalty: 4507.565430
	Iteration 31Q: 3 clusters Score -1075752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1075755.875000 Penalty: 4507.565430
	Iteration 32Q: 3 clusters Score -1075756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1075757.375000 Penalty: 4507.565430
	Iteration 33Q: 3 clusters Score -1075757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1075756.875000 Penalty: 4507.565430
	Iteration 34Q: 3 clusters Score -1075757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1075758.000000 Penalty: 4507.565430
	Iteration 35Q: 3 clusters Score -1075758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1075759.875000 Penalty: 4507.565430
	Iteration 36Q: 3 clusters Score -1075760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1075759.875000 Penalty: 4507.565430
	Iteration 37Q: 3 clusters Score -1075760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1075762.500000 Penalty: 4507.565430
	Iteration 38Q: 3 clusters Score -1075762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1075762.625000 Penalty: 4507.565430
	Iteration 39Q: 3 clusters Score -1075763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1075761.625000 Penalty: 4507.565430
	Iteration 40F: 3 clusters Score -1075762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1075761.375000 Penalty: 4507.565430
	Iteration 41Q: 3 clusters Score -1075761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1075762.125000 Penalty: 4507.565430
	Iteration 42Q: 3 clusters Score -1075762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1075763.000000 Penalty: 4507.565430
	Iteration 43Q: 3 clusters Score -1075763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1075765.500000 Penalty: 4507.565430
	Iteration 44Q: 3 clusters Score -1075766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1075765.250000 Penalty: 4507.565430
	Iteration 45Q: 3 clusters Score -1075765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1075765.250000 Penalty: 4507.565430
	Iteration 46F: 3 clusters Score -1075765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -44520.652344 Penalty: 1493.814941
	Iteration 0F: 2 clusters Score -44520.65 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 217 members 
Entering Unmasked Estep 
Score: -43290.621094 Penalty: 2987.629883
	Iteration 0F: 3 clusters Score -43290.62 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43622.558594 Penalty: 2987.629883
	Iteration 1F: 3 clusters Score -43622.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43738.757812 Penalty: 2987.629883
	Iteration 2F: 3 clusters Score -43738.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43806.992188 Penalty: 2987.629883
	Iteration 3Q: 3 clusters Score -43806.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43840.812500 Penalty: 2987.629883
	Iteration 4Q: 3 clusters Score -43840.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43854.265625 Penalty: 2987.629883
	Iteration 5Q: 3 clusters Score -43854.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43871.867188 Penalty: 2987.629883
	Iteration 6Q: 3 clusters Score -43871.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43885.011719 Penalty: 2987.629883
	Iteration 7Q: 3 clusters Score -43885.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43890.636719 Penalty: 2987.629883
	Iteration 8Q: 3 clusters Score -43890.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43894.457031 Penalty: 2987.629883
	Iteration 9Q: 3 clusters Score -43894.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43894.457031 Penalty: 2987.629883
	Iteration 10F: 3 clusters Score -43894.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -539683.125000 Penalty: 2081.798096
	Iteration 0F: 2 clusters Score -539683.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -535545.812500 Penalty: 4163.596191
	Iteration 0F: 3 clusters Score -535545.8 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -536656.125000 Penalty: 4163.596191
	Iteration 1F: 3 clusters Score -536656.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -537190.750000 Penalty: 4163.596191
	Iteration 2F: 3 clusters Score -537190.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -537868.062500 Penalty: 4163.596191
	Iteration 3F: 3 clusters Score -537868.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -538344.812500 Penalty: 4163.596191
	Iteration 4F: 3 clusters Score -538344.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -538635.750000 Penalty: 4163.596191
	Iteration 5F: 3 clusters Score -538635.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -538793.375000 Penalty: 4163.596191
	Iteration 6Q: 3 clusters Score -538793.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -538884.375000 Penalty: 4163.596191
	Iteration 7Q: 3 clusters Score -538884.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -538933.500000 Penalty: 4163.596191
	Iteration 8Q: 3 clusters Score -538933.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -538968.437500 Penalty: 4163.596191
	Iteration 9Q: 3 clusters Score -538968.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -538999.250000 Penalty: 4163.596191
	Iteration 10Q: 3 clusters Score -538999.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -539035.125000 Penalty: 4163.596191
	Iteration 11Q: 3 clusters Score -539035.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -539072.437500 Penalty: 4163.596191
	Iteration 12Q: 3 clusters Score -539072.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -539108.125000 Penalty: 4163.596191
	Iteration 13Q: 3 clusters Score -539108.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -539148.937500 Penalty: 4163.596191
	Iteration 14Q: 3 clusters Score -539148.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -539188.875000 Penalty: 4163.596191
	Iteration 15Q: 3 clusters Score -539188.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -539220.625000 Penalty: 4163.596191
	Iteration 16Q: 3 clusters Score -539220.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -539264.375000 Penalty: 4163.596191
	Iteration 17Q: 3 clusters Score -539264.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -539310.375000 Penalty: 4163.596191
	Iteration 18Q: 3 clusters Score -539310.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -539339.562500 Penalty: 4163.596191
	Iteration 19Q: 3 clusters Score -539339.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -539356.875000 Penalty: 4163.596191
	Iteration 20F: 3 clusters Score -539356.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -539371.312500 Penalty: 4163.596191
	Iteration 21Q: 3 clusters Score -539371.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -539379.125000 Penalty: 4163.596191
	Iteration 22Q: 3 clusters Score -539379.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -539383.500000 Penalty: 4163.596191
	Iteration 23Q: 3 clusters Score -539383.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -539384.875000 Penalty: 4163.596191
	Iteration 24Q: 3 clusters Score -539384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -539385.187500 Penalty: 4163.596191
	Iteration 25Q: 3 clusters Score -539385.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -539386.625000 Penalty: 4163.596191
	Iteration 26Q: 3 clusters Score -539386.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -539387.750000 Penalty: 4163.596191
	Iteration 27Q: 3 clusters Score -539387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -539388.500000 Penalty: 4163.596191
	Iteration 28Q: 3 clusters Score -539388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -539389.000000 Penalty: 4163.596191
	Iteration 29Q: 3 clusters Score -539389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -539387.937500 Penalty: 4163.596191
	Iteration 30Q: 3 clusters Score -539387.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -539387.937500 Penalty: 4163.596191
	Iteration 31F: 3 clusters Score -539387.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Entering Unmasked Estep 
Score: -4881671.000000 Penalty: 2608.295410
	Iteration 0F: 2 clusters Score -4881671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -4856600.500000 Penalty: 5216.590820
	Iteration 0F: 3 clusters Score -4856600 nChanged 16878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -4865732.000000 Penalty: 5216.590820
	Iteration 1F: 3 clusters Score -4865732 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -4866327.000000 Penalty: 5216.590820
	Iteration 2Q: 3 clusters Score -4866327 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -4866967.000000 Penalty: 5216.590820
	Iteration 3Q: 3 clusters Score -4866967 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -4867794.000000 Penalty: 5216.590820
	Iteration 4Q: 3 clusters Score -4867794 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -4869007.000000 Penalty: 5216.590820
	Iteration 5F: 3 clusters Score -4869007 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4870822.500000 Penalty: 5216.590820
	Iteration 6F: 3 clusters Score -4870822 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -4873072.500000 Penalty: 5216.590820
	Iteration 7F: 3 clusters Score -4873072 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -4875294.000000 Penalty: 5216.590820
	Iteration 8F: 3 clusters Score -4875294 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -4876954.000000 Penalty: 5216.590820
	Iteration 9F: 3 clusters Score -4876954 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4878040.000000 Penalty: 5216.590820
	Iteration 10Q: 3 clusters Score -4878040 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4878606.500000 Penalty: 5216.590820
	Iteration 11Q: 3 clusters Score -4878606 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4878939.500000 Penalty: 5216.590820
	Iteration 12Q: 3 clusters Score -4878940 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4879080.000000 Penalty: 5216.590820
	Iteration 13Q: 3 clusters Score -4879080 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4879173.000000 Penalty: 5216.590820
	Iteration 14Q: 3 clusters Score -4879173 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4879224.500000 Penalty: 5216.590820
	Iteration 15Q: 3 clusters Score -4879224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4879289.000000 Penalty: 5216.590820
	Iteration 16Q: 3 clusters Score -4879289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4879304.000000 Penalty: 5216.590820
	Iteration 17Q: 3 clusters Score -4879304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4879326.000000 Penalty: 5216.590820
	Iteration 18Q: 3 clusters Score -4879326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4879342.500000 Penalty: 5216.590820
	Iteration 19Q: 3 clusters Score -4879342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4879352.500000 Penalty: 5216.590820
	Iteration 20F: 3 clusters Score -4879352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4879362.000000 Penalty: 5216.590820
	Iteration 21Q: 3 clusters Score -4879362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4879374.000000 Penalty: 5216.590820
	Iteration 22Q: 3 clusters Score -4879374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4879370.000000 Penalty: 5216.590820
	Iteration 23Q: 3 clusters Score -4879370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4879381.000000 Penalty: 5216.590820
	Iteration 24Q: 3 clusters Score -4879381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4879382.500000 Penalty: 5216.590820
	Iteration 25Q: 3 clusters Score -4879382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4879388.500000 Penalty: 5216.590820
	Iteration 26Q: 3 clusters Score -4879388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4879389.000000 Penalty: 5216.590820
	Iteration 27Q: 3 clusters Score -4879389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4879394.000000 Penalty: 5216.590820
	Iteration 28Q: 3 clusters Score -4879394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4879395.500000 Penalty: 5216.590820
	Iteration 29Q: 3 clusters Score -4879396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4879397.500000 Penalty: 5216.590820
	Iteration 30Q: 3 clusters Score -4879398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4879400.500000 Penalty: 5216.590820
	Iteration 31Q: 3 clusters Score -4879400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4879404.000000 Penalty: 5216.590820
	Iteration 32Q: 3 clusters Score -4879404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4879408.000000 Penalty: 5216.590820
	Iteration 33Q: 3 clusters Score -4879408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4879408.000000 Penalty: 5216.590820
	Iteration 34Q: 3 clusters Score -4879408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4879412.000000 Penalty: 5216.590820
	Iteration 35Q: 3 clusters Score -4879412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4879411.500000 Penalty: 5216.590820
	Iteration 36Q: 3 clusters Score -4879412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4879412.500000 Penalty: 5216.590820
	Iteration 37Q: 3 clusters Score -4879412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4879413.000000 Penalty: 5216.590820
	Iteration 38Q: 3 clusters Score -4879413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4879415.000000 Penalty: 5216.590820
	Iteration 39Q: 3 clusters Score -4879415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4879415.000000 Penalty: 5216.590820
	Iteration 40F: 3 clusters Score -4879415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -124702.304688 Penalty: 1743.213745
	Iteration 0F: 2 clusters Score -124702.3 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 566 members 
Entering Unmasked Estep 
Score: -122739.328125 Penalty: 3486.427490
	Iteration 0F: 3 clusters Score -122739.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -123161.906250 Penalty: 3486.427490
	Iteration 1F: 3 clusters Score -123161.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -123440.828125 Penalty: 3486.427490
	Iteration 2F: 3 clusters Score -123440.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -123780.476562 Penalty: 3486.427490
	Iteration 3F: 3 clusters Score -123780.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -124233.687500 Penalty: 3486.427490
	Iteration 4F: 3 clusters Score -124233.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -124544.320312 Penalty: 3486.427490
	Iteration 5F: 3 clusters Score -124544.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -124672.195312 Penalty: 3486.427490
	Iteration 6Q: 3 clusters Score -124672.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -124718.375000 Penalty: 3486.427490
	Iteration 7Q: 3 clusters Score -124718.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -124731.117188 Penalty: 3486.427490
	Iteration 8Q: 3 clusters Score -124731.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -124733.710938 Penalty: 3486.427490
	Iteration 9Q: 3 clusters Score -124733.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -124736.585938 Penalty: 3486.427490
	Iteration 10Q: 3 clusters Score -124736.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -124736.585938 Penalty: 3486.427490
	Iteration 11F: 3 clusters Score -124736.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 125077 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11191 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 25916 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46390 members 
Mstep: Class 9 contains 19384 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 11686 members 
Mstep: Class 15 contains 107354 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13779 members 
Mstep: Class 19 contains 14190 members 
Mstep: Class 20 contains 8847 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 36950 members 
Mstep: Class 24 contains 424 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3876 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31779 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 794 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1527 members 
Mstep: Class 34 contains 4728 members 
Mstep: Class 35 contains 705 members 
Entering Unmasked Estep 
Score: -73852640.000000 Penalty: 115181.742188
Splitting cluster 24 changes total score from -73854120.000000 to -73852640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Entering Unmasked Estep 
Score: -282671.218750 Penalty: 1910.569824
	Iteration 0F: 2 clusters Score -282671.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -279898.343750 Penalty: 3821.139648
	Iteration 0F: 3 clusters Score -279898.3 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -280436.218750 Penalty: 3821.139648
	Iteration 1F: 3 clusters Score -280436.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -280593.000000 Penalty: 3821.139648
	Iteration 2F: 3 clusters Score -280593 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -280725.687500 Penalty: 3821.139648
	Iteration 3F: 3 clusters Score -280725.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -280815.531250 Penalty: 3821.139648
	Iteration 4Q: 3 clusters Score -280815.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -280887.656250 Penalty: 3821.139648
	Iteration 5Q: 3 clusters Score -280887.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -280931.093750 Penalty: 3821.139648
	Iteration 6Q: 3 clusters Score -280931.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -280959.000000 Penalty: 3821.139648
	Iteration 7Q: 3 clusters Score -280959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -280990.218750 Penalty: 3821.139648
	Iteration 8Q: 3 clusters Score -280990.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -281012.843750 Penalty: 3821.139648
	Iteration 9Q: 3 clusters Score -281012.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -281029.375000 Penalty: 3821.139648
	Iteration 10Q: 3 clusters Score -281029.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -281043.625000 Penalty: 3821.139648
	Iteration 11Q: 3 clusters Score -281043.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -281059.375000 Penalty: 3821.139648
	Iteration 12Q: 3 clusters Score -281059.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -281074.812500 Penalty: 3821.139648
	Iteration 13Q: 3 clusters Score -281074.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -281089.593750 Penalty: 3821.139648
	Iteration 14Q: 3 clusters Score -281089.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -281104.000000 Penalty: 3821.139648
	Iteration 15Q: 3 clusters Score -281104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -281116.843750 Penalty: 3821.139648
	Iteration 16Q: 3 clusters Score -281116.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -281129.375000 Penalty: 3821.139648
	Iteration 17Q: 3 clusters Score -281129.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -281141.656250 Penalty: 3821.139648
	Iteration 18Q: 3 clusters Score -281141.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -281152.687500 Penalty: 3821.139648
	Iteration 19Q: 3 clusters Score -281152.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -281163.625000 Penalty: 3821.139648
	Iteration 20F: 3 clusters Score -281163.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -281173.187500 Penalty: 3821.139648
	Iteration 21Q: 3 clusters Score -281173.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -281182.875000 Penalty: 3821.139648
	Iteration 22Q: 3 clusters Score -281182.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -281190.312500 Penalty: 3821.139648
	Iteration 23Q: 3 clusters Score -281190.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -281198.687500 Penalty: 3821.139648
	Iteration 24Q: 3 clusters Score -281198.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -281203.593750 Penalty: 3821.139648
	Iteration 25Q: 3 clusters Score -281203.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -281210.875000 Penalty: 3821.139648
	Iteration 26Q: 3 clusters Score -281210.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -281217.468750 Penalty: 3821.139648
	Iteration 27Q: 3 clusters Score -281217.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -281220.031250 Penalty: 3821.139648
	Iteration 28Q: 3 clusters Score -281220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -281222.187500 Penalty: 3821.139648
	Iteration 29Q: 3 clusters Score -281222.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -281226.000000 Penalty: 3821.139648
	Iteration 30Q: 3 clusters Score -281226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -281228.625000 Penalty: 3821.139648
	Iteration 31Q: 3 clusters Score -281228.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -281234.531250 Penalty: 3821.139648
	Iteration 32Q: 3 clusters Score -281234.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -281242.718750 Penalty: 3821.139648
	Iteration 33Q: 3 clusters Score -281242.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -281250.500000 Penalty: 3821.139648
	Iteration 34Q: 3 clusters Score -281250.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -281263.593750 Penalty: 3821.139648
	Iteration 35Q: 3 clusters Score -281263.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -281268.656250 Penalty: 3821.139648
	Iteration 36Q: 3 clusters Score -281268.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -281279.250000 Penalty: 3821.139648
	Iteration 37Q: 3 clusters Score -281279.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -281292.125000 Penalty: 3821.139648
	Iteration 38Q: 3 clusters Score -281292.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -281300.156250 Penalty: 3821.139648
	Iteration 39Q: 3 clusters Score -281300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -281300.531250 Penalty: 3821.139648
	Iteration 40F: 3 clusters Score -281300.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -281301.343750 Penalty: 3821.139648
	Iteration 41Q: 3 clusters Score -281301.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -281302.250000 Penalty: 3821.139648
	Iteration 42Q: 3 clusters Score -281302.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -281304.343750 Penalty: 3821.139648
	Iteration 43Q: 3 clusters Score -281304.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -281305.718750 Penalty: 3821.139648
	Iteration 44Q: 3 clusters Score -281305.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -281307.843750 Penalty: 3821.139648
	Iteration 45Q: 3 clusters Score -281307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -281310.812500 Penalty: 3821.139648
	Iteration 46Q: 3 clusters Score -281310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -281312.000000 Penalty: 3821.139648
	Iteration 47Q: 3 clusters Score -281312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -281312.593750 Penalty: 3821.139648
	Iteration 48Q: 3 clusters Score -281312.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -281312.593750 Penalty: 3821.139648
	Iteration 49F: 3 clusters Score -281312.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Entering Unmasked Estep 
Score: -512230.625000 Penalty: 2049.114502
	Iteration 0F: 2 clusters Score -512230.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -508413.000000 Penalty: 4098.229004
	Iteration 0F: 3 clusters Score -508413 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -509208.187500 Penalty: 4098.229004
	Iteration 1F: 3 clusters Score -509208.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -509408.343750 Penalty: 4098.229004
	Iteration 2F: 3 clusters Score -509408.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -509534.593750 Penalty: 4098.229004
	Iteration 3Q: 3 clusters Score -509534.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -509616.843750 Penalty: 4098.229004
	Iteration 4Q: 3 clusters Score -509616.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -509676.750000 Penalty: 4098.229004
	Iteration 5Q: 3 clusters Score -509676.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -509721.406250 Penalty: 4098.229004
	Iteration 6Q: 3 clusters Score -509721.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -509762.343750 Penalty: 4098.229004
	Iteration 7Q: 3 clusters Score -509762.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -509808.968750 Penalty: 4098.229004
	Iteration 8Q: 3 clusters Score -509809 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -509849.187500 Penalty: 4098.229004
	Iteration 9Q: 3 clusters Score -509849.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -509887.593750 Penalty: 4098.229004
	Iteration 10Q: 3 clusters Score -509887.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -509924.062500 Penalty: 4098.229004
	Iteration 11Q: 3 clusters Score -509924.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -509965.781250 Penalty: 4098.229004
	Iteration 12Q: 3 clusters Score -509965.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -510006.625000 Penalty: 4098.229004
	Iteration 13Q: 3 clusters Score -510006.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -510063.062500 Penalty: 4098.229004
	Iteration 14Q: 3 clusters Score -510063.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -510125.531250 Penalty: 4098.229004
	Iteration 15Q: 3 clusters Score -510125.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -510183.718750 Penalty: 4098.229004
	Iteration 16Q: 3 clusters Score -510183.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -510229.562500 Penalty: 4098.229004
	Iteration 17Q: 3 clusters Score -510229.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -510268.843750 Penalty: 4098.229004
	Iteration 18Q: 3 clusters Score -510268.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -510308.656250 Penalty: 4098.229004
	Iteration 19Q: 3 clusters Score -510308.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -510341.906250 Penalty: 4098.229004
	Iteration 20F: 3 clusters Score -510341.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -510370.625000 Penalty: 4098.229004
	Iteration 21Q: 3 clusters Score -510370.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -510391.531250 Penalty: 4098.229004
	Iteration 22Q: 3 clusters Score -510391.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -510406.312500 Penalty: 4098.229004
	Iteration 23Q: 3 clusters Score -510406.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -510417.593750 Penalty: 4098.229004
	Iteration 24Q: 3 clusters Score -510417.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -510426.500000 Penalty: 4098.229004
	Iteration 25Q: 3 clusters Score -510426.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -510440.031250 Penalty: 4098.229004
	Iteration 26Q: 3 clusters Score -510440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -510451.531250 Penalty: 4098.229004
	Iteration 27Q: 3 clusters Score -510451.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -510461.500000 Penalty: 4098.229004
	Iteration 28Q: 3 clusters Score -510461.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -510470.875000 Penalty: 4098.229004
	Iteration 29Q: 3 clusters Score -510470.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -510479.968750 Penalty: 4098.229004
	Iteration 30Q: 3 clusters Score -510480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -510488.406250 Penalty: 4098.229004
	Iteration 31Q: 3 clusters Score -510488.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -510497.562500 Penalty: 4098.229004
	Iteration 32Q: 3 clusters Score -510497.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -510503.156250 Penalty: 4098.229004
	Iteration 33Q: 3 clusters Score -510503.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -510509.031250 Penalty: 4098.229004
	Iteration 34Q: 3 clusters Score -510509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -510512.250000 Penalty: 4098.229004
	Iteration 35Q: 3 clusters Score -510512.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -510515.531250 Penalty: 4098.229004
	Iteration 36Q: 3 clusters Score -510515.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -510518.187500 Penalty: 4098.229004
	Iteration 37Q: 3 clusters Score -510518.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -510521.656250 Penalty: 4098.229004
	Iteration 38Q: 3 clusters Score -510521.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -510525.468750 Penalty: 4098.229004
	Iteration 39Q: 3 clusters Score -510525.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -510528.312500 Penalty: 4098.229004
	Iteration 40F: 3 clusters Score -510528.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -510529.468750 Penalty: 4098.229004
	Iteration 41Q: 3 clusters Score -510529.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -510531.406250 Penalty: 4098.229004
	Iteration 42Q: 3 clusters Score -510531.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -510534.218750 Penalty: 4098.229004
	Iteration 43Q: 3 clusters Score -510534.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -510534.781250 Penalty: 4098.229004
	Iteration 44Q: 3 clusters Score -510534.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -510535.937500 Penalty: 4098.229004
	Iteration 45Q: 3 clusters Score -510535.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -510538.218750 Penalty: 4098.229004
	Iteration 46Q: 3 clusters Score -510538.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -510540.281250 Penalty: 4098.229004
	Iteration 47Q: 3 clusters Score -510540.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -510541.718750 Penalty: 4098.229004
	Iteration 48Q: 3 clusters Score -510541.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -510542.750000 Penalty: 4098.229004
	Iteration 49Q: 3 clusters Score -510542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -510543.187500 Penalty: 4098.229004
	Iteration 50Q: 3 clusters Score -510543.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -510544.125000 Penalty: 4098.229004
	Iteration 51Q: 3 clusters Score -510544.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -510544.625000 Penalty: 4098.229004
	Iteration 52Q: 3 clusters Score -510544.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -510544.312500 Penalty: 4098.229004
	Iteration 53Q: 3 clusters Score -510544.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -510544.312500 Penalty: 4098.229004
	Iteration 54F: 3 clusters Score -510544.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Entering Unmasked Estep 
Score: -323955.125000 Penalty: 1942.339478
	Iteration 0F: 2 clusters Score -323955.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -321010.062500 Penalty: 3884.678955
	Iteration 0F: 3 clusters Score -321010.1 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -321570.500000 Penalty: 3884.678955
	Iteration 1F: 3 clusters Score -321570.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -321714.187500 Penalty: 3884.678955
	Iteration 2F: 3 clusters Score -321714.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -321807.406250 Penalty: 3884.678955
	Iteration 3Q: 3 clusters Score -321807.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -321867.937500 Penalty: 3884.678955
	Iteration 4Q: 3 clusters Score -321867.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -321907.437500 Penalty: 3884.678955
	Iteration 5Q: 3 clusters Score -321907.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -321936.562500 Penalty: 3884.678955
	Iteration 6Q: 3 clusters Score -321936.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -321961.906250 Penalty: 3884.678955
	Iteration 7Q: 3 clusters Score -321961.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -321981.593750 Penalty: 3884.678955
	Iteration 8Q: 3 clusters Score -321981.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -321997.218750 Penalty: 3884.678955
	Iteration 9Q: 3 clusters Score -321997.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -322010.875000 Penalty: 3884.678955
	Iteration 10Q: 3 clusters Score -322010.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -322024.625000 Penalty: 3884.678955
	Iteration 11Q: 3 clusters Score -322024.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -322035.187500 Penalty: 3884.678955
	Iteration 12Q: 3 clusters Score -322035.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -322042.593750 Penalty: 3884.678955
	Iteration 13Q: 3 clusters Score -322042.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -322049.937500 Penalty: 3884.678955
	Iteration 14Q: 3 clusters Score -322049.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -322056.281250 Penalty: 3884.678955
	Iteration 15Q: 3 clusters Score -322056.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -322065.781250 Penalty: 3884.678955
	Iteration 16Q: 3 clusters Score -322065.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -322075.187500 Penalty: 3884.678955
	Iteration 17Q: 3 clusters Score -322075.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -322083.937500 Penalty: 3884.678955
	Iteration 18Q: 3 clusters Score -322083.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -322096.468750 Penalty: 3884.678955
	Iteration 19Q: 3 clusters Score -322096.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -322112.593750 Penalty: 3884.678955
	Iteration 20F: 3 clusters Score -322112.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -322122.000000 Penalty: 3884.678955
	Iteration 21Q: 3 clusters Score -322122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -322128.906250 Penalty: 3884.678955
	Iteration 22Q: 3 clusters Score -322128.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -322133.562500 Penalty: 3884.678955
	Iteration 23Q: 3 clusters Score -322133.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -322139.593750 Penalty: 3884.678955
	Iteration 24Q: 3 clusters Score -322139.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -322147.468750 Penalty: 3884.678955
	Iteration 25Q: 3 clusters Score -322147.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -322156.281250 Penalty: 3884.678955
	Iteration 26Q: 3 clusters Score -322156.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -322163.250000 Penalty: 3884.678955
	Iteration 27Q: 3 clusters Score -322163.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -322168.656250 Penalty: 3884.678955
	Iteration 28Q: 3 clusters Score -322168.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -322175.781250 Penalty: 3884.678955
	Iteration 29Q: 3 clusters Score -322175.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -322186.968750 Penalty: 3884.678955
	Iteration 30Q: 3 clusters Score -322187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -322193.906250 Penalty: 3884.678955
	Iteration 31Q: 3 clusters Score -322193.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -322199.593750 Penalty: 3884.678955
	Iteration 32Q: 3 clusters Score -322199.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -322207.562500 Penalty: 3884.678955
	Iteration 33Q: 3 clusters Score -322207.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -322217.625000 Penalty: 3884.678955
	Iteration 34Q: 3 clusters Score -322217.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -322223.906250 Penalty: 3884.678955
	Iteration 35Q: 3 clusters Score -322223.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -322232.593750 Penalty: 3884.678955
	Iteration 36Q: 3 clusters Score -322232.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -322236.218750 Penalty: 3884.678955
	Iteration 37Q: 3 clusters Score -322236.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -322237.062500 Penalty: 3884.678955
	Iteration 38Q: 3 clusters Score -322237.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -322240.031250 Penalty: 3884.678955
	Iteration 39Q: 3 clusters Score -322240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -322241.968750 Penalty: 3884.678955
	Iteration 40F: 3 clusters Score -322242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -322248.562500 Penalty: 3884.678955
	Iteration 41Q: 3 clusters Score -322248.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -322255.156250 Penalty: 3884.678955
	Iteration 42Q: 3 clusters Score -322255.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -322259.125000 Penalty: 3884.678955
	Iteration 43Q: 3 clusters Score -322259.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -322262.843750 Penalty: 3884.678955
	Iteration 44Q: 3 clusters Score -322262.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -322269.250000 Penalty: 3884.678955
	Iteration 45Q: 3 clusters Score -322269.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -322272.875000 Penalty: 3884.678955
	Iteration 46Q: 3 clusters Score -322272.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -322276.062500 Penalty: 3884.678955
	Iteration 47Q: 3 clusters Score -322276.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -322276.781250 Penalty: 3884.678955
	Iteration 48Q: 3 clusters Score -322276.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -322278.093750 Penalty: 3884.678955
	Iteration 49Q: 3 clusters Score -322278.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -322279.125000 Penalty: 3884.678955
	Iteration 50Q: 3 clusters Score -322279.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -322280.593750 Penalty: 3884.678955
	Iteration 51Q: 3 clusters Score -322280.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -322283.281250 Penalty: 3884.678955
	Iteration 52Q: 3 clusters Score -322283.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -322288.468750 Penalty: 3884.678955
	Iteration 53Q: 3 clusters Score -322288.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -322295.781250 Penalty: 3884.678955
	Iteration 54Q: 3 clusters Score -322295.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -322303.781250 Penalty: 3884.678955
	Iteration 55Q: 3 clusters Score -322303.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -322309.281250 Penalty: 3884.678955
	Iteration 56Q: 3 clusters Score -322309.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -322312.031250 Penalty: 3884.678955
	Iteration 57Q: 3 clusters Score -322312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -322317.375000 Penalty: 3884.678955
	Iteration 58Q: 3 clusters Score -322317.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -322320.562500 Penalty: 3884.678955
	Iteration 59Q: 3 clusters Score -322320.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -322324.656250 Penalty: 3884.678955
	Iteration 60F: 3 clusters Score -322324.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -322328.062500 Penalty: 3884.678955
	Iteration 61Q: 3 clusters Score -322328.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -322329.000000 Penalty: 3884.678955
	Iteration 62Q: 3 clusters Score -322329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -322330.812500 Penalty: 3884.678955
	Iteration 63Q: 3 clusters Score -322330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -322331.562500 Penalty: 3884.678955
	Iteration 64Q: 3 clusters Score -322331.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -322332.000000 Penalty: 3884.678955
	Iteration 65Q: 3 clusters Score -322332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -322332.468750 Penalty: 3884.678955
	Iteration 66Q: 3 clusters Score -322332.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -322332.468750 Penalty: 3884.678955
	Iteration 67F: 3 clusters Score -322332.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (31779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Entering Unmasked Estep 
Score: -4187630.750000 Penalty: 2570.907227
	Iteration 0F: 2 clusters Score -4187631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -4165818.000000 Penalty: 5141.814453
	Iteration 0F: 3 clusters Score -4165818 nChanged 14317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -4173521.000000 Penalty: 5141.814453
	Iteration 1F: 3 clusters Score -4173521 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -4174110.750000 Penalty: 5141.814453
	Iteration 2Q: 3 clusters Score -4174111 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -4174652.750000 Penalty: 5141.814453
	Iteration 3Q: 3 clusters Score -4174653 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -4175306.750000 Penalty: 5141.814453
	Iteration 4Q: 3 clusters Score -4175307 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -4176264.500000 Penalty: 5141.814453
	Iteration 5F: 3 clusters Score -4176264 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -4177782.250000 Penalty: 5141.814453
	Iteration 6F: 3 clusters Score -4177782 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -4179812.750000 Penalty: 5141.814453
	Iteration 7F: 3 clusters Score -4179813 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -4182006.500000 Penalty: 5141.814453
	Iteration 8F: 3 clusters Score -4182006 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4183717.500000 Penalty: 5141.814453
	Iteration 9F: 3 clusters Score -4183718 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4184612.750000 Penalty: 5141.814453
	Iteration 10Q: 3 clusters Score -4184613 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4185001.000000 Penalty: 5141.814453
	Iteration 11Q: 3 clusters Score -4185001 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4185185.500000 Penalty: 5141.814453
	Iteration 12Q: 3 clusters Score -4185186 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4185280.250000 Penalty: 5141.814453
	Iteration 13Q: 3 clusters Score -4185280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4185327.500000 Penalty: 5141.814453
	Iteration 14Q: 3 clusters Score -4185328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4185364.500000 Penalty: 5141.814453
	Iteration 15Q: 3 clusters Score -4185364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4185393.250000 Penalty: 5141.814453
	Iteration 16Q: 3 clusters Score -4185393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4185414.750000 Penalty: 5141.814453
	Iteration 17Q: 3 clusters Score -4185415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4185431.750000 Penalty: 5141.814453
	Iteration 18Q: 3 clusters Score -4185432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4185437.250000 Penalty: 5141.814453
	Iteration 19Q: 3 clusters Score -4185437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4185444.000000 Penalty: 5141.814453
	Iteration 20F: 3 clusters Score -4185444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4185455.750000 Penalty: 5141.814453
	Iteration 21Q: 3 clusters Score -4185456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4185456.750000 Penalty: 5141.814453
	Iteration 22Q: 3 clusters Score -4185457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4185464.500000 Penalty: 5141.814453
	Iteration 23Q: 3 clusters Score -4185464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4185462.750000 Penalty: 5141.814453
	Iteration 24Q: 3 clusters Score -4185463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4185471.000000 Penalty: 5141.814453
	Iteration 25Q: 3 clusters Score -4185471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4185472.750000 Penalty: 5141.814453
	Iteration 26Q: 3 clusters Score -4185473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4185472.750000 Penalty: 5141.814453
	Iteration 27F: 3 clusters Score -4185473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -44837.734375 Penalty: 1490.185669
	Iteration 0F: 2 clusters Score -44837.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43467.683594 Penalty: 2980.371338
	Iteration 0F: 3 clusters Score -43467.68 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43623.343750 Penalty: 2980.371338
	Iteration 1F: 3 clusters Score -43623.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43693.531250 Penalty: 2980.371338
	Iteration 2F: 3 clusters Score -43693.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43772.941406 Penalty: 2980.371338
	Iteration 3Q: 3 clusters Score -43772.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43810.445312 Penalty: 2980.371338
	Iteration 4Q: 3 clusters Score -43810.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43842.984375 Penalty: 2980.371338
	Iteration 5Q: 3 clusters Score -43842.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43869.648438 Penalty: 2980.371338
	Iteration 6Q: 3 clusters Score -43869.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43913.988281 Penalty: 2980.371338
	Iteration 7Q: 3 clusters Score -43913.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43958.214844 Penalty: 2980.371338
	Iteration 8Q: 3 clusters Score -43958.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44046.109375 Penalty: 2980.371338
	Iteration 9Q: 3 clusters Score -44046.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44102.820312 Penalty: 2980.371338
	Iteration 10Q: 3 clusters Score -44102.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44142.070312 Penalty: 2980.371338
	Iteration 11Q: 3 clusters Score -44142.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44179.746094 Penalty: 2980.371338
	Iteration 12Q: 3 clusters Score -44179.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44204.074219 Penalty: 2980.371338
	Iteration 13Q: 3 clusters Score -44204.07 nChanged 5
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: -44245.160156 Penalty: 2980.371338
	Iteration 14Q: 3 clusters Score -44245.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44292.003906 Penalty: 2980.371338
	Iteration 15Q: 3 clusters Score -44292 nChanged 14
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: -44358.554688 Penalty: 2980.371338
	Iteration 16Q: 3 clusters Score -44358.55 nChanged 12
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: -44432.527344 Penalty: 2980.371338
	Iteration 17Q: 3 clusters Score -44432.53 nChanged 12
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: -44508.179688 Penalty: 2980.371338
	Iteration 18Q: 3 clusters Score -44508.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44563.015625 Penalty: 2980.371338
	Iteration 19Q: 3 clusters Score -44563.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44660.734375 Penalty: 2980.371338
	Iteration 20F: 3 clusters Score -44660.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44727.800781 Penalty: 2980.371338
	Iteration 21Q: 3 clusters Score -44727.8 nChanged 3
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: -44744.359375 Penalty: 2980.371338
	Iteration 22Q: 3 clusters Score -44744.36 nChanged 1
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: -44748.660156 Penalty: 2980.371338
	Iteration 23Q: 3 clusters Score -44748.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44764.644531 Penalty: 2980.371338
	Iteration 24Q: 3 clusters Score -44764.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44764.644531 Penalty: 2980.371338
	Iteration 25F: 3 clusters Score -44764.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -92982.664062 Penalty: 1655.916748
	Iteration 0F: 2 clusters Score -92982.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91248.625000 Penalty: 3311.833496
	Iteration 0F: 3 clusters Score -91248.62 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91738.500000 Penalty: 3311.833496
	Iteration 1F: 3 clusters Score -91738.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92198.375000 Penalty: 3311.833496
	Iteration 2F: 3 clusters Score -92198.38 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -92532.406250 Penalty: 3311.833496
	Iteration 3F: 3 clusters Score -92532.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -92838.468750 Penalty: 3311.833496
	Iteration 4F: 3 clusters Score -92838.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -93190.328125 Penalty: 3311.833496
	Iteration 5Q: 3 clusters Score -93190.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -93803.562500 Penalty: 3311.833496
	Iteration 6Q: 3 clusters Score -93803.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -94106.046875 Penalty: 3311.833496
	Iteration 7Q: 3 clusters Score -94106.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -94140.304688 Penalty: 3311.833496
	Iteration 8Q: 3 clusters Score -94140.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -94161.500000 Penalty: 3311.833496
	Iteration 9Q: 3 clusters Score -94161.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -94181.281250 Penalty: 3311.833496
	Iteration 10Q: 3 clusters Score -94181.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -94214.523438 Penalty: 3311.833496
	Iteration 11Q: 3 clusters Score -94214.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -94241.914062 Penalty: 3311.833496
	Iteration 12Q: 3 clusters Score -94241.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -94284.750000 Penalty: 3311.833496
	Iteration 13Q: 3 clusters Score -94284.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -94308.250000 Penalty: 3311.833496
	Iteration 14Q: 3 clusters Score -94308.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -94308.250000 Penalty: 3311.833496
	Iteration 15F: 3 clusters Score -94308.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 125077 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 11191 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 25916 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 46390 members 
Mstep: Class 9 contains 19384 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 11686 members 
Mstep: Class 15 contains 107354 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 13779 members 
Mstep: Class 19 contains 14190 members 
Mstep: Class 20 contains 8847 members 
Mstep: Class 21 contains 413 members 
Mstep: Class 22 contains 4422 members 
Mstep: Class 23 contains 36950 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 2217 members 
Mstep: Class 26 contains 3876 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 31779 members 
Mstep: Class 29 contains 407 members 
Mstep: Class 30 contains 212 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 754 members 
Mstep: Class 33 contains 1527 members 
Mstep: Class 34 contains 4728 members 
Mstep: Class 35 contains 582 members 
Entering Unmasked Estep 
Score: -73853800.000000 Penalty: 115181.742188
Splitting cluster 30 changes total score from -73854120.000000 to -73853800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (2265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Entering Unmasked Estep 
Score: -298488.875000 Penalty: 1915.881836
	Iteration 0F: 2 clusters Score -298488.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -295719.500000 Penalty: 3831.763672
	Iteration 0F: 3 clusters Score -295719.5 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -296255.250000 Penalty: 3831.763672
	Iteration 1F: 3 clusters Score -296255.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -296383.281250 Penalty: 3831.763672
	Iteration 2F: 3 clusters Score -296383.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -296439.593750 Penalty: 3831.763672
	Iteration 3Q: 3 clusters Score -296439.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -296474.218750 Penalty: 3831.763672
	Iteration 4Q: 3 clusters Score -296474.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -296500.937500 Penalty: 3831.763672
	Iteration 5Q: 3 clusters Score -296500.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -296524.625000 Penalty: 3831.763672
	Iteration 6Q: 3 clusters Score -296524.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -296553.500000 Penalty: 3831.763672
	Iteration 7Q: 3 clusters Score -296553.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -296585.125000 Penalty: 3831.763672
	Iteration 8Q: 3 clusters Score -296585.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -296611.843750 Penalty: 3831.763672
	Iteration 9Q: 3 clusters Score -296611.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -296629.500000 Penalty: 3831.763672
	Iteration 10Q: 3 clusters Score -296629.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -296644.625000 Penalty: 3831.763672
	Iteration 11Q: 3 clusters Score -296644.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -296656.093750 Penalty: 3831.763672
	Iteration 12Q: 3 clusters Score -296656.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -296665.656250 Penalty: 3831.763672
	Iteration 13Q: 3 clusters Score -296665.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -296679.687500 Penalty: 3831.763672
	Iteration 14Q: 3 clusters Score -296679.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -296686.562500 Penalty: 3831.763672
	Iteration 15Q: 3 clusters Score -296686.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -296691.437500 Penalty: 3831.763672
	Iteration 16Q: 3 clusters Score -296691.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -296698.218750 Penalty: 3831.763672
	Iteration 17Q: 3 clusters Score -296698.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -296709.125000 Penalty: 3831.763672
	Iteration 18Q: 3 clusters Score -296709.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -296717.625000 Penalty: 3831.763672
	Iteration 19Q: 3 clusters Score -296717.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -296724.843750 Penalty: 3831.763672
	Iteration 20F: 3 clusters Score -296724.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -296729.000000 Penalty: 3831.763672
	Iteration 21Q: 3 clusters Score -296729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -296736.156250 Penalty: 3831.763672
	Iteration 22Q: 3 clusters Score -296736.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -296742.375000 Penalty: 3831.763672
	Iteration 23Q: 3 clusters Score -296742.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -296748.000000 Penalty: 3831.763672
	Iteration 24Q: 3 clusters Score -296748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -296754.593750 Penalty: 3831.763672
	Iteration 25Q: 3 clusters Score -296754.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -296764.281250 Penalty: 3831.763672
	Iteration 26Q: 3 clusters Score -296764.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -296781.687500 Penalty: 3831.763672
	Iteration 27Q: 3 clusters Score -296781.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -296796.375000 Penalty: 3831.763672
	Iteration 28Q: 3 clusters Score -296796.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -296813.062500 Penalty: 3831.763672
	Iteration 29Q: 3 clusters Score -296813.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -296832.781250 Penalty: 3831.763672
	Iteration 30Q: 3 clusters Score -296832.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -296849.875000 Penalty: 3831.763672
	Iteration 31Q: 3 clusters Score -296849.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -296859.281250 Penalty: 3831.763672
	Iteration 32Q: 3 clusters Score -296859.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -296866.468750 Penalty: 3831.763672
	Iteration 33Q: 3 clusters Score -296866.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -296875.125000 Penalty: 3831.763672
	Iteration 34Q: 3 clusters Score -296875.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -296886.406250 Penalty: 3831.763672
	Iteration 35Q: 3 clusters Score -296886.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -296892.218750 Penalty: 3831.763672
	Iteration 36Q: 3 clusters Score -296892.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -296895.625000 Penalty: 3831.763672
	Iteration 37Q: 3 clusters Score -296895.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -296897.531250 Penalty: 3831.763672
	Iteration 38Q: 3 clusters Score -296897.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -296899.312500 Penalty: 3831.763672
	Iteration 39Q: 3 clusters Score -296899.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -296901.187500 Penalty: 3831.763672
	Iteration 40F: 3 clusters Score -296901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -296904.312500 Penalty: 3831.763672
	Iteration 41Q: 3 clusters Score -296904.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -296908.687500 Penalty: 3831.763672
	Iteration 42Q: 3 clusters Score -296908.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -296909.312500 Penalty: 3831.763672
	Iteration 43Q: 3 clusters Score -296909.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -296909.312500 Penalty: 3831.763672
	Iteration 44F: 3 clusters Score -296909.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -92355.976562 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -92355.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90661.234375 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -90661.23 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91013.390625 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -91013.39 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91210.398438 Penalty: 3286.194580
	Iteration 2F: 3 clusters Score -91210.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91433.859375 Penalty: 3286.194580
	Iteration 3F: 3 clusters Score -91433.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -91682.812500 Penalty: 3286.194580
	Iteration 4Q: 3 clusters Score -91682.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -91745.429688 Penalty: 3286.194580
	Iteration 5Q: 3 clusters Score -91745.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91772.460938 Penalty: 3286.194580
	Iteration 6Q: 3 clusters Score -91772.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -91788.710938 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -91788.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -91804.367188 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -91804.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -91815.453125 Penalty: 3286.194580
	Iteration 9Q: 3 clusters Score -91815.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -91819.906250 Penalty: 3286.194580
	Iteration 10Q: 3 clusters Score -91819.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -91821.031250 Penalty: 3286.194580
	Iteration 11Q: 3 clusters Score -91821.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -91826.289062 Penalty: 3286.194580
	Iteration 12Q: 3 clusters Score -91826.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -91827.539062 Penalty: 3286.194580
	Iteration 13Q: 3 clusters Score -91827.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -91830.945312 Penalty: 3286.194580
	Iteration 14Q: 3 clusters Score -91830.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -91832.062500 Penalty: 3286.194580
	Iteration 15Q: 3 clusters Score -91832.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -91832.062500 Penalty: 3286.194580
	Iteration 16F: 3 clusters Score -91832.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Entering Unmasked Estep 
Score: -201615.796875 Penalty: 1818.103027
	Iteration 0F: 2 clusters Score -201615.8 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 771 members 
Entering Unmasked Estep 
Score: -199310.140625 Penalty: 3636.206055
	Iteration 0F: 3 clusters Score -199310.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -199694.500000 Penalty: 3636.206055
	Iteration 1F: 3 clusters Score -199694.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -199828.484375 Penalty: 3636.206055
	Iteration 2F: 3 clusters Score -199828.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -199887.734375 Penalty: 3636.206055
	Iteration 3Q: 3 clusters Score -199887.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -199937.812500 Penalty: 3636.206055
	Iteration 4Q: 3 clusters Score -199937.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -199960.250000 Penalty: 3636.206055
	Iteration 5Q: 3 clusters Score -199960.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -199971.171875 Penalty: 3636.206055
	Iteration 6Q: 3 clusters Score -199971.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -199982.656250 Penalty: 3636.206055
	Iteration 7Q: 3 clusters Score -199982.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -199988.109375 Penalty: 3636.206055
	Iteration 8Q: 3 clusters Score -199988.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -199992.093750 Penalty: 3636.206055
	Iteration 9Q: 3 clusters Score -199992.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -199997.203125 Penalty: 3636.206055
	Iteration 10Q: 3 clusters Score -199997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -199998.453125 Penalty: 3636.206055
	Iteration 11Q: 3 clusters Score -199998.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -199999.140625 Penalty: 3636.206055
	Iteration 12Q: 3 clusters Score -199999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -199999.140625 Penalty: 3636.206055
	Iteration 13F: 3 clusters Score -199999.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Entering Unmasked Estep 
Score: -613645.750000 Penalty: 2098.392090
	Iteration 0F: 2 clusters Score -613645.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -609304.125000 Penalty: 4196.784180
	Iteration 0F: 3 clusters Score -609304.1 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -610274.125000 Penalty: 4196.784180
	Iteration 1F: 3 clusters Score -610274.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -610476.875000 Penalty: 4196.784180
	Iteration 2F: 3 clusters Score -610476.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -610600.187500 Penalty: 4196.784180
	Iteration 3Q: 3 clusters Score -610600.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -610696.687500 Penalty: 4196.784180
	Iteration 4Q: 3 clusters Score -610696.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -610785.250000 Penalty: 4196.784180
	Iteration 5Q: 3 clusters Score -610785.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -610853.125000 Penalty: 4196.784180
	Iteration 6Q: 3 clusters Score -610853.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -610904.500000 Penalty: 4196.784180
	Iteration 7Q: 3 clusters Score -610904.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -610962.937500 Penalty: 4196.784180
	Iteration 8Q: 3 clusters Score -610962.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -611003.062500 Penalty: 4196.784180
	Iteration 9Q: 3 clusters Score -611003.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -611040.500000 Penalty: 4196.784180
	Iteration 10Q: 3 clusters Score -611040.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -611077.062500 Penalty: 4196.784180
	Iteration 11Q: 3 clusters Score -611077.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -611114.437500 Penalty: 4196.784180
	Iteration 12Q: 3 clusters Score -611114.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -611145.437500 Penalty: 4196.784180
	Iteration 13Q: 3 clusters Score -611145.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -611174.000000 Penalty: 4196.784180
	Iteration 14Q: 3 clusters Score -611174 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -611206.062500 Penalty: 4196.784180
	Iteration 15Q: 3 clusters Score -611206.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -611240.812500 Penalty: 4196.784180
	Iteration 16Q: 3 clusters Score -611240.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -611273.062500 Penalty: 4196.784180
	Iteration 17Q: 3 clusters Score -611273.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -611305.125000 Penalty: 4196.784180
	Iteration 18Q: 3 clusters Score -611305.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -611337.000000 Penalty: 4196.784180
	Iteration 19Q: 3 clusters Score -611337 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -611368.562500 Penalty: 4196.784180
	Iteration 20F: 3 clusters Score -611368.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -611399.500000 Penalty: 4196.784180
	Iteration 21Q: 3 clusters Score -611399.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -611430.500000 Penalty: 4196.784180
	Iteration 22Q: 3 clusters Score -611430.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -611457.312500 Penalty: 4196.784180
	Iteration 23Q: 3 clusters Score -611457.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -611476.812500 Penalty: 4196.784180
	Iteration 24Q: 3 clusters Score -611476.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -611494.562500 Penalty: 4196.784180
	Iteration 25Q: 3 clusters Score -611494.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -611512.625000 Penalty: 4196.784180
	Iteration 26Q: 3 clusters Score -611512.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -611525.250000 Penalty: 4196.784180
	Iteration 27Q: 3 clusters Score -611525.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -611539.375000 Penalty: 4196.784180
	Iteration 28Q: 3 clusters Score -611539.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -611559.000000 Penalty: 4196.784180
	Iteration 29Q: 3 clusters Score -611559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -611574.375000 Penalty: 4196.784180
	Iteration 30Q: 3 clusters Score -611574.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -611589.937500 Penalty: 4196.784180
	Iteration 31Q: 3 clusters Score -611589.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -611607.875000 Penalty: 4196.784180
	Iteration 32Q: 3 clusters Score -611607.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -611629.375000 Penalty: 4196.784180
	Iteration 33Q: 3 clusters Score -611629.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -611648.625000 Penalty: 4196.784180
	Iteration 34Q: 3 clusters Score -611648.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -611661.625000 Penalty: 4196.784180
	Iteration 35Q: 3 clusters Score -611661.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -611679.125000 Penalty: 4196.784180
	Iteration 36Q: 3 clusters Score -611679.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -611691.500000 Penalty: 4196.784180
	Iteration 37Q: 3 clusters Score -611691.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -611699.687500 Penalty: 4196.784180
	Iteration 38Q: 3 clusters Score -611699.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -611708.937500 Penalty: 4196.784180
	Iteration 39Q: 3 clusters Score -611708.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -611720.187500 Penalty: 4196.784180
	Iteration 40F: 3 clusters Score -611720.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -611730.125000 Penalty: 4196.784180
	Iteration 41Q: 3 clusters Score -611730.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -611739.687500 Penalty: 4196.784180
	Iteration 42Q: 3 clusters Score -611739.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -611750.500000 Penalty: 4196.784180
	Iteration 43Q: 3 clusters Score -611750.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -611763.312500 Penalty: 4196.784180
	Iteration 44Q: 3 clusters Score -611763.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -611770.187500 Penalty: 4196.784180
	Iteration 45Q: 3 clusters Score -611770.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -611779.750000 Penalty: 4196.784180
	Iteration 46Q: 3 clusters Score -611779.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -611784.437500 Penalty: 4196.784180
	Iteration 47Q: 3 clusters Score -611784.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -611789.250000 Penalty: 4196.784180
	Iteration 48Q: 3 clusters Score -611789.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -611793.000000 Penalty: 4196.784180
	Iteration 49Q: 3 clusters Score -611793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -611797.250000 Penalty: 4196.784180
	Iteration 50Q: 3 clusters Score -611797.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -611798.187500 Penalty: 4196.784180
	Iteration 51Q: 3 clusters Score -611798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -611800.000000 Penalty: 4196.784180
	Iteration 52Q: 3 clusters Score -611800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -611802.375000 Penalty: 4196.784180
	Iteration 53Q: 3 clusters Score -611802.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -611805.062500 Penalty: 4196.784180
	Iteration 54Q: 3 clusters Score -611805.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -611807.437500 Penalty: 4196.784180
	Iteration 55Q: 3 clusters Score -611807.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -611810.125000 Penalty: 4196.784180
	Iteration 56Q: 3 clusters Score -611810.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -611811.125000 Penalty: 4196.784180
	Iteration 57Q: 3 clusters Score -611811.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -611811.125000 Penalty: 4196.784180
	Iteration 58F: 3 clusters Score -611811.1 nChanged 0
--- Evaluating fit on full set of 1738268 points ---
Entering Unmasked Estep 
Score: -221137648.000000 Penalty: 121154.343750
20->35 Clusters: Score -221137648.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 579422 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 29034 members 
Mstep: Class 3 contains 29134 members 
Mstep: Class 4 contains 28777 members 
Mstep: Class 5 contains 28955 members 
Mstep: Class 6 contains 28446 members 
Mstep: Class 7 contains 29124 members 
Mstep: Class 8 contains 28885 members 
Mstep: Class 9 contains 29055 members 
Mstep: Class 10 contains 29066 members 
Mstep: Class 11 contains 28846 members 
Mstep: Class 12 contains 29030 members 
Mstep: Class 13 contains 29001 members 
Mstep: Class 14 contains 28916 members 
Mstep: Class 15 contains 28899 members 
Mstep: Class 16 contains 29030 members 
Mstep: Class 17 contains 28919 members 
Mstep: Class 18 contains 28828 members 
Mstep: Class 19 contains 29162 members 
Mstep: Class 20 contains 29232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 499.013672 but Gain 3290.910156
Score: -69079760.000000 Penalty: 62527.230469
Iteration 0F: 20 clusters Score -6.907976e+07 nChanged 546925
Entering Unmasked Mstep 
Mstep: Class 0 contains 2471 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 26977 members 
Mstep: Class 3 contains 19515 members 
Mstep: Class 4 contains 90721 members 
Mstep: Class 5 contains 30256 members 
Mstep: Class 6 contains 11440 members 
Mstep: Class 7 contains 56542 members 
Mstep: Class 8 contains 62630 members 
Mstep: Class 9 contains 6679 members 
Mstep: Class 10 contains 31565 members 
Mstep: Class 11 contains 17849 members 
Mstep: Class 12 contains 20776 members 
Mstep: Class 13 contains 44114 members 
Mstep: Class 14 contains 15398 members 
Mstep: Class 15 contains 17357 members 
Mstep: Class 16 contains 19431 members 
Mstep: Class 17 contains 50690 members 
Mstep: Class 18 contains 11708 members 
Mstep: Class 19 contains 32792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -71533992.000000 Penalty: 62527.230469
Iteration 1F: 20 clusters Score -7.153399e+07 nChanged 250988
Entering Unmasked Mstep 
Mstep: Class 0 contains 2505 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 21012 members 
Mstep: Class 3 contains 11151 members 
Mstep: Class 4 contains 137752 members 
Mstep: Class 5 contains 31836 members 
Mstep: Class 6 contains 10411 members 
Mstep: Class 7 contains 65778 members 
Mstep: Class 8 contains 61119 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 25813 members 
Mstep: Class 11 contains 14531 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 36543 members 
Mstep: Class 14 contains 15265 members 
Mstep: Class 15 contains 18224 members 
Mstep: Class 16 contains 17954 members 
Mstep: Class 17 contains 46166 members 
Mstep: Class 18 contains 8724 members 
Mstep: Class 19 contains 23043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72307752.000000 Penalty: 62527.230469
Iteration 2F: 20 clusters Score -7.230775e+07 nChanged 173573
Entering Unmasked Mstep 
Mstep: Class 0 contains 1778 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 13619 members 
Mstep: Class 3 contains 8660 members 
Mstep: Class 4 contains 158557 members 
Mstep: Class 5 contains 35280 members 
Mstep: Class 6 contains 9945 members 
Mstep: Class 7 contains 61892 members 
Mstep: Class 8 contains 59552 members 
Mstep: Class 9 contains 2156 members 
Mstep: Class 10 contains 30163 members 
Mstep: Class 11 contains 12845 members 
Mstep: Class 12 contains 16631 members 
Mstep: Class 13 contains 26008 members 
Mstep: Class 14 contains 22909 members 
Mstep: Class 15 contains 19448 members 
Mstep: Class 16 contains 21834 members 
Mstep: Class 17 contains 37886 members 
Mstep: Class 18 contains 8822 members 
Mstep: Class 19 contains 17321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72783536.000000 Penalty: 62527.230469
Iteration 3F: 20 clusters Score -7.278354e+07 nChanged 125644
Entering Unmasked Mstep 
Mstep: Class 0 contains 1424 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 11523 members 
Mstep: Class 3 contains 9117 members 
Mstep: Class 4 contains 156297 members 
Mstep: Class 5 contains 34426 members 
Mstep: Class 6 contains 9959 members 
Mstep: Class 7 contains 55766 members 
Mstep: Class 8 contains 58645 members 
Mstep: Class 9 contains 2087 members 
Mstep: Class 10 contains 35193 members 
Mstep: Class 11 contains 10984 members 
Mstep: Class 12 contains 15044 members 
Mstep: Class 13 contains 21091 members 
Mstep: Class 14 contains 31448 members 
Mstep: Class 15 contains 16616 members 
Mstep: Class 16 contains 26828 members 
Mstep: Class 17 contains 40187 members 
Mstep: Class 18 contains 11570 members 
Mstep: Class 19 contains 13301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73061088.000000 Penalty: 62527.230469
Iteration 4F: 20 clusters Score -7.306109e+07 nChanged 99532
Entering Unmasked Mstep 
Mstep: Class 0 contains 1326 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 11906 members 
Mstep: Class 3 contains 10140 members 
Mstep: Class 4 contains 139761 members 
Mstep: Class 5 contains 32762 members 
Mstep: Class 6 contains 11170 members 
Mstep: Class 7 contains 49437 members 
Mstep: Class 8 contains 60777 members 
Mstep: Class 9 contains 2106 members 
Mstep: Class 10 contains 32829 members 
Mstep: Class 11 contains 9682 members 
Mstep: Class 12 contains 15595 members 
Mstep: Class 13 contains 19798 members 
Mstep: Class 14 contains 34699 members 
Mstep: Class 15 contains 12172 members 
Mstep: Class 16 contains 28691 members 
Mstep: Class 17 contains 60624 members 
Mstep: Class 18 contains 15104 members 
Mstep: Class 19 contains 10518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73284048.000000 Penalty: 62527.230469
Iteration 5F: 20 clusters Score -7.328405e+07 nChanged 78381
Entering Unmasked Mstep 
Mstep: Class 0 contains 1224 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 12431 members 
Mstep: Class 3 contains 10970 members 
Mstep: Class 4 contains 127715 members 
Mstep: Class 5 contains 30775 members 
Mstep: Class 6 contains 11347 members 
Mstep: Class 7 contains 43820 members 
Mstep: Class 8 contains 64575 members 
Mstep: Class 9 contains 2183 members 
Mstep: Class 10 contains 25851 members 
Mstep: Class 11 contains 8459 members 
Mstep: Class 12 contains 13965 members 
Mstep: Class 13 contains 19048 members 
Mstep: Class 14 contains 35498 members 
Mstep: Class 15 contains 9025 members 
Mstep: Class 16 contains 28647 members 
Mstep: Class 17 contains 86486 members 
Mstep: Class 18 contains 17136 members 
Mstep: Class 19 contains 8551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73414280.000000 Penalty: 62527.230469
Iteration 6F: 20 clusters Score -7.341428e+07 nChanged 56207
Entering Unmasked Mstep 
Mstep: Class 0 contains 1095 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 12677 members 
Mstep: Class 3 contains 11412 members 
Mstep: Class 4 contains 122110 members 
Mstep: Class 5 contains 29398 members 
Mstep: Class 6 contains 10272 members 
Mstep: Class 7 contains 40962 members 
Mstep: Class 8 contains 64695 members 
Mstep: Class 9 contains 2327 members 
Mstep: Class 10 contains 19954 members 
Mstep: Class 11 contains 7401 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 19535 members 
Mstep: Class 14 contains 36146 members 
Mstep: Class 15 contains 7345 members 
Mstep: Class 16 contains 28833 members 
Mstep: Class 17 contains 106678 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 7013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73566448.000000 Penalty: 62527.230469
Iteration 7F: 20 clusters Score -7.356645e+07 nChanged 41014
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 12936 members 
Mstep: Class 3 contains 11263 members 
Mstep: Class 4 contains 119482 members 
Mstep: Class 5 contains 28739 members 
Mstep: Class 6 contains 8623 members 
Mstep: Class 7 contains 39974 members 
Mstep: Class 8 contains 63538 members 
Mstep: Class 9 contains 3469 members 
Mstep: Class 10 contains 15883 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 7610 members 
Mstep: Class 13 contains 20495 members 
Mstep: Class 14 contains 36319 members 
Mstep: Class 15 contains 6362 members 
Mstep: Class 16 contains 30328 members 
Mstep: Class 17 contains 120261 members 
Mstep: Class 18 contains 17448 members 
Mstep: Class 19 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73651384.000000 Penalty: 62527.230469
Iteration 8F: 20 clusters Score -7.365138e+07 nChanged 26982
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 13330 members 
Mstep: Class 3 contains 10813 members 
Mstep: Class 4 contains 117910 members 
Mstep: Class 5 contains 28369 members 
Mstep: Class 6 contains 7494 members 
Mstep: Class 7 contains 39480 members 
Mstep: Class 8 contains 62467 members 
Mstep: Class 9 contains 3708 members 
Mstep: Class 10 contains 14434 members 
Mstep: Class 11 contains 5264 members 
Mstep: Class 12 contains 5156 members 
Mstep: Class 13 contains 21449 members 
Mstep: Class 14 contains 35985 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 31992 members 
Mstep: Class 17 contains 127813 members 
Mstep: Class 18 contains 17193 members 
Mstep: Class 19 contains 5155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73685816.000000 Penalty: 62527.230469
Iteration 9Q: 20 clusters Score -7.368582e+07 nChanged 19614
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 13859 members 
Mstep: Class 3 contains 10093 members 
Mstep: Class 4 contains 116712 members 
Mstep: Class 5 contains 28108 members 
Mstep: Class 6 contains 7282 members 
Mstep: Class 7 contains 38900 members 
Mstep: Class 8 contains 61678 members 
Mstep: Class 9 contains 3721 members 
Mstep: Class 10 contains 15014 members 
Mstep: Class 11 contains 4514 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 22181 members 
Mstep: Class 14 contains 35568 members 
Mstep: Class 15 contains 6534 members 
Mstep: Class 16 contains 32898 members 
Mstep: Class 17 contains 131119 members 
Mstep: Class 18 contains 16930 members 
Mstep: Class 19 contains 5059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73701408.000000 Penalty: 62527.230469
Iteration 10Q: 20 clusters Score -7.370141e+07 nChanged 14516
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 14354 members 
Mstep: Class 3 contains 9292 members 
Mstep: Class 4 contains 115929 members 
Mstep: Class 5 contains 27923 members 
Mstep: Class 6 contains 7577 members 
Mstep: Class 7 contains 38066 members 
Mstep: Class 8 contains 61036 members 
Mstep: Class 9 contains 3727 members 
Mstep: Class 10 contains 15697 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 2574 members 
Mstep: Class 13 contains 22499 members 
Mstep: Class 14 contains 35192 members 
Mstep: Class 15 contains 7129 members 
Mstep: Class 16 contains 33429 members 
Mstep: Class 17 contains 133010 members 
Mstep: Class 18 contains 16761 members 
Mstep: Class 19 contains 5169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73709304.000000 Penalty: 62527.230469
Iteration 11Q: 20 clusters Score -7.37093e+07 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 14784 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 115399 members 
Mstep: Class 5 contains 27798 members 
Mstep: Class 6 contains 7946 members 
Mstep: Class 7 contains 37309 members 
Mstep: Class 8 contains 60530 members 
Mstep: Class 9 contains 3733 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 3600 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 22418 members 
Mstep: Class 14 contains 34802 members 
Mstep: Class 15 contains 7748 members 
Mstep: Class 16 contains 33845 members 
Mstep: Class 17 contains 134146 members 
Mstep: Class 18 contains 16617 members 
Mstep: Class 19 contains 5527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73717032.000000 Penalty: 62527.230469
Iteration 12Q: 20 clusters Score -7.371703e+07 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 15171 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 114929 members 
Mstep: Class 5 contains 27674 members 
Mstep: Class 6 contains 8352 members 
Mstep: Class 7 contains 36713 members 
Mstep: Class 8 contains 60090 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 16950 members 
Mstep: Class 11 contains 3387 members 
Mstep: Class 12 contains 1911 members 
Mstep: Class 13 contains 22103 members 
Mstep: Class 14 contains 34475 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 34194 members 
Mstep: Class 17 contains 134711 members 
Mstep: Class 18 contains 16566 members 
Mstep: Class 19 contains 6090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73723688.000000 Penalty: 62527.230469
Iteration 13Q: 20 clusters Score -7.372369e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 15496 members 
Mstep: Class 3 contains 6558 members 
Mstep: Class 4 contains 114548 members 
Mstep: Class 5 contains 27587 members 
Mstep: Class 6 contains 8783 members 
Mstep: Class 7 contains 36223 members 
Mstep: Class 8 contains 59793 members 
Mstep: Class 9 contains 3745 members 
Mstep: Class 10 contains 17502 members 
Mstep: Class 11 contains 3248 members 
Mstep: Class 12 contains 1768 members 
Mstep: Class 13 contains 21713 members 
Mstep: Class 14 contains 34152 members 
Mstep: Class 15 contains 9091 members 
Mstep: Class 16 contains 34476 members 
Mstep: Class 17 contains 134673 members 
Mstep: Class 18 contains 16555 members 
Mstep: Class 19 contains 6937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73731240.000000 Penalty: 62527.230469
Iteration 14Q: 20 clusters Score -7.373124e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 15705 members 
Mstep: Class 3 contains 5706 members 
Mstep: Class 4 contains 114258 members 
Mstep: Class 5 contains 27543 members 
Mstep: Class 6 contains 9172 members 
Mstep: Class 7 contains 35834 members 
Mstep: Class 8 contains 59532 members 
Mstep: Class 9 contains 3753 members 
Mstep: Class 10 contains 17992 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 1687 members 
Mstep: Class 13 contains 21552 members 
Mstep: Class 14 contains 33784 members 
Mstep: Class 15 contains 9789 members 
Mstep: Class 16 contains 34644 members 
Mstep: Class 17 contains 134076 members 
Mstep: Class 18 contains 16496 members 
Mstep: Class 19 contains 8080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73735576.000000 Penalty: 62527.230469
Iteration 15Q: 20 clusters Score -7.373558e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 15795 members 
Mstep: Class 3 contains 5055 members 
Mstep: Class 4 contains 113975 members 
Mstep: Class 5 contains 27524 members 
Mstep: Class 6 contains 9553 members 
Mstep: Class 7 contains 35493 members 
Mstep: Class 8 contains 59346 members 
Mstep: Class 9 contains 3760 members 
Mstep: Class 10 contains 18406 members 
Mstep: Class 11 contains 3113 members 
Mstep: Class 12 contains 1627 members 
Mstep: Class 13 contains 21566 members 
Mstep: Class 14 contains 33420 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 34751 members 
Mstep: Class 17 contains 133249 members 
Mstep: Class 18 contains 16406 members 
Mstep: Class 19 contains 9242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73738136.000000 Penalty: 62527.230469
Iteration 16Q: 20 clusters Score -7.373814e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 15810 members 
Mstep: Class 3 contains 4609 members 
Mstep: Class 4 contains 113638 members 
Mstep: Class 5 contains 27528 members 
Mstep: Class 6 contains 9881 members 
Mstep: Class 7 contains 35272 members 
Mstep: Class 8 contains 59213 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 18714 members 
Mstep: Class 11 contains 3070 members 
Mstep: Class 12 contains 1581 members 
Mstep: Class 13 contains 21620 members 
Mstep: Class 14 contains 33098 members 
Mstep: Class 15 contains 10969 members 
Mstep: Class 16 contains 34820 members 
Mstep: Class 17 contains 132549 members 
Mstep: Class 18 contains 16312 members 
Mstep: Class 19 contains 10226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73739800.000000 Penalty: 62527.230469
Iteration 17Q: 20 clusters Score -7.37398e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 15739 members 
Mstep: Class 3 contains 4348 members 
Mstep: Class 4 contains 113306 members 
Mstep: Class 5 contains 27540 members 
Mstep: Class 6 contains 10188 members 
Mstep: Class 7 contains 35104 members 
Mstep: Class 8 contains 59151 members 
Mstep: Class 9 contains 3764 members 
Mstep: Class 10 contains 18937 members 
Mstep: Class 11 contains 3013 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 21668 members 
Mstep: Class 14 contains 32796 members 
Mstep: Class 15 contains 11406 members 
Mstep: Class 16 contains 34811 members 
Mstep: Class 17 contains 132054 members 
Mstep: Class 18 contains 16244 members 
Mstep: Class 19 contains 10998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73740888.000000 Penalty: 62527.230469
Iteration 18Q: 20 clusters Score -7.374089e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 15703 members 
Mstep: Class 3 contains 4184 members 
Mstep: Class 4 contains 113032 members 
Mstep: Class 5 contains 27566 members 
Mstep: Class 6 contains 10454 members 
Mstep: Class 7 contains 34953 members 
Mstep: Class 8 contains 59118 members 
Mstep: Class 9 contains 3760 members 
Mstep: Class 10 contains 19079 members 
Mstep: Class 11 contains 2985 members 
Mstep: Class 12 contains 1561 members 
Mstep: Class 13 contains 21683 members 
Mstep: Class 14 contains 32566 members 
Mstep: Class 15 contains 11819 members 
Mstep: Class 16 contains 34711 members 
Mstep: Class 17 contains 131713 members 
Mstep: Class 18 contains 16160 members 
Mstep: Class 19 contains 11570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73741952.000000 Penalty: 62527.230469
Iteration 19Q: 20 clusters Score -7.374195e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 15644 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 112763 members 
Mstep: Class 5 contains 27575 members 
Mstep: Class 6 contains 10673 members 
Mstep: Class 7 contains 34828 members 
Mstep: Class 8 contains 59097 members 
Mstep: Class 9 contains 3756 members 
Mstep: Class 10 contains 19183 members 
Mstep: Class 11 contains 2956 members 
Mstep: Class 12 contains 1563 members 
Mstep: Class 13 contains 21681 members 
Mstep: Class 14 contains 32414 members 
Mstep: Class 15 contains 12170 members 
Mstep: Class 16 contains 34610 members 
Mstep: Class 17 contains 131476 members 
Mstep: Class 18 contains 16093 members 
Mstep: Class 19 contains 12009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73744872.000000 Penalty: 62527.230469
Iteration 20F: 20 clusters Score -7.374487e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 15470 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 112454 members 
Mstep: Class 5 contains 27497 members 
Mstep: Class 6 contains 10875 members 
Mstep: Class 7 contains 34741 members 
Mstep: Class 8 contains 59064 members 
Mstep: Class 9 contains 3747 members 
Mstep: Class 10 contains 19222 members 
Mstep: Class 11 contains 2969 members 
Mstep: Class 12 contains 1846 members 
Mstep: Class 13 contains 21677 members 
Mstep: Class 14 contains 32276 members 
Mstep: Class 15 contains 12426 members 
Mstep: Class 16 contains 34473 members 
Mstep: Class 17 contains 131280 members 
Mstep: Class 18 contains 16007 members 
Mstep: Class 19 contains 12422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73747984.000000 Penalty: 62527.230469
Iteration 21Q: 20 clusters Score -7.374798e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 15299 members 
Mstep: Class 3 contains 4239 members 
Mstep: Class 4 contains 112109 members 
Mstep: Class 5 contains 27433 members 
Mstep: Class 6 contains 11037 members 
Mstep: Class 7 contains 34737 members 
Mstep: Class 8 contains 59010 members 
Mstep: Class 9 contains 3726 members 
Mstep: Class 10 contains 19296 members 
Mstep: Class 11 contains 2960 members 
Mstep: Class 12 contains 2071 members 
Mstep: Class 13 contains 21705 members 
Mstep: Class 14 contains 32123 members 
Mstep: Class 15 contains 12770 members 
Mstep: Class 16 contains 34244 members 
Mstep: Class 17 contains 131170 members 
Mstep: Class 18 contains 15950 members 
Mstep: Class 19 contains 12725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73750152.000000 Penalty: 62527.230469
Iteration 22Q: 20 clusters Score -7.375015e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 15171 members 
Mstep: Class 3 contains 4269 members 
Mstep: Class 4 contains 111808 members 
Mstep: Class 5 contains 27375 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 34801 members 
Mstep: Class 8 contains 58954 members 
Mstep: Class 9 contains 3714 members 
Mstep: Class 10 contains 19372 members 
Mstep: Class 11 contains 2903 members 
Mstep: Class 12 contains 2265 members 
Mstep: Class 13 contains 21726 members 
Mstep: Class 14 contains 31990 members 
Mstep: Class 15 contains 13130 members 
Mstep: Class 16 contains 34025 members 
Mstep: Class 17 contains 131152 members 
Mstep: Class 18 contains 15873 members 
Mstep: Class 19 contains 12924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73751840.000000 Penalty: 62527.230469
Iteration 23Q: 20 clusters Score -7.375184e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 15129 members 
Mstep: Class 3 contains 4310 members 
Mstep: Class 4 contains 111475 members 
Mstep: Class 5 contains 27321 members 
Mstep: Class 6 contains 11223 members 
Mstep: Class 7 contains 34868 members 
Mstep: Class 8 contains 58897 members 
Mstep: Class 9 contains 3708 members 
Mstep: Class 10 contains 19469 members 
Mstep: Class 11 contains 2865 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 21744 members 
Mstep: Class 14 contains 31876 members 
Mstep: Class 15 contains 13381 members 
Mstep: Class 16 contains 33880 members 
Mstep: Class 17 contains 131126 members 
Mstep: Class 18 contains 15817 members 
Mstep: Class 19 contains 13064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73752992.000000 Penalty: 62527.230469
Iteration 24Q: 20 clusters Score -7.375299e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 15204 members 
Mstep: Class 3 contains 4336 members 
Mstep: Class 4 contains 111169 members 
Mstep: Class 5 contains 27271 members 
Mstep: Class 6 contains 11248 members 
Mstep: Class 7 contains 34985 members 
Mstep: Class 8 contains 58817 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 19568 members 
Mstep: Class 11 contains 2848 members 
Mstep: Class 12 contains 2583 members 
Mstep: Class 13 contains 21747 members 
Mstep: Class 14 contains 31743 members 
Mstep: Class 15 contains 13594 members 
Mstep: Class 16 contains 33761 members 
Mstep: Class 17 contains 131080 members 
Mstep: Class 18 contains 15757 members 
Mstep: Class 19 contains 13199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73753864.000000 Penalty: 62527.230469
Iteration 25Q: 20 clusters Score -7.375386e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 15329 members 
Mstep: Class 3 contains 4359 members 
Mstep: Class 4 contains 110893 members 
Mstep: Class 5 contains 27242 members 
Mstep: Class 6 contains 11226 members 
Mstep: Class 7 contains 35195 members 
Mstep: Class 8 contains 58735 members 
Mstep: Class 9 contains 3694 members 
Mstep: Class 10 contains 19653 members 
Mstep: Class 11 contains 2836 members 
Mstep: Class 12 contains 2717 members 
Mstep: Class 13 contains 21744 members 
Mstep: Class 14 contains 31611 members 
Mstep: Class 15 contains 13774 members 
Mstep: Class 16 contains 33687 members 
Mstep: Class 17 contains 130992 members 
Mstep: Class 18 contains 15666 members 
Mstep: Class 19 contains 13303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73754288.000000 Penalty: 62527.230469
Iteration 26Q: 20 clusters Score -7.375429e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 15421 members 
Mstep: Class 3 contains 4352 members 
Mstep: Class 4 contains 110635 members 
Mstep: Class 5 contains 27214 members 
Mstep: Class 6 contains 11190 members 
Mstep: Class 7 contains 35443 members 
Mstep: Class 8 contains 58694 members 
Mstep: Class 9 contains 3695 members 
Mstep: Class 10 contains 19715 members 
Mstep: Class 11 contains 2814 members 
Mstep: Class 12 contains 2855 members 
Mstep: Class 13 contains 21744 members 
Mstep: Class 14 contains 31488 members 
Mstep: Class 15 contains 13912 members 
Mstep: Class 16 contains 33661 members 
Mstep: Class 17 contains 130904 members 
Mstep: Class 18 contains 15600 members 
Mstep: Class 19 contains 13387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73754976.000000 Penalty: 62527.230469
Iteration 27Q: 20 clusters Score -7.375498e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 15497 members 
Mstep: Class 3 contains 4328 members 
Mstep: Class 4 contains 110449 members 
Mstep: Class 5 contains 27195 members 
Mstep: Class 6 contains 11169 members 
Mstep: Class 7 contains 35647 members 
Mstep: Class 8 contains 58654 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 19753 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 2999 members 
Mstep: Class 13 contains 21749 members 
Mstep: Class 14 contains 31365 members 
Mstep: Class 15 contains 14018 members 
Mstep: Class 16 contains 33651 members 
Mstep: Class 17 contains 130830 members 
Mstep: Class 18 contains 15531 members 
Mstep: Class 19 contains 13478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73755152.000000 Penalty: 62527.230469
Iteration 28Q: 20 clusters Score -7.375515e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 15522 members 
Mstep: Class 3 contains 4314 members 
Mstep: Class 4 contains 110315 members 
Mstep: Class 5 contains 27182 members 
Mstep: Class 6 contains 11140 members 
Mstep: Class 7 contains 35818 members 
Mstep: Class 8 contains 58628 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 10 contains 19790 members 
Mstep: Class 11 contains 2769 members 
Mstep: Class 12 contains 3116 members 
Mstep: Class 13 contains 21745 members 
Mstep: Class 14 contains 31285 members 
Mstep: Class 15 contains 14090 members 
Mstep: Class 16 contains 33666 members 
Mstep: Class 17 contains 130758 members 
Mstep: Class 18 contains 15468 members 
Mstep: Class 19 contains 13560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73755344.000000 Penalty: 62527.230469
Iteration 29Q: 20 clusters Score -7.375534e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 15497 members 
Mstep: Class 3 contains 4286 members 
Mstep: Class 4 contains 110181 members 
Mstep: Class 5 contains 27172 members 
Mstep: Class 6 contains 11095 members 
Mstep: Class 7 contains 35999 members 
Mstep: Class 8 contains 58618 members 
Mstep: Class 9 contains 3695 members 
Mstep: Class 10 contains 19820 members 
Mstep: Class 11 contains 2763 members 
Mstep: Class 12 contains 3253 members 
Mstep: Class 13 contains 21742 members 
Mstep: Class 14 contains 31219 members 
Mstep: Class 15 contains 14163 members 
Mstep: Class 16 contains 33708 members 
Mstep: Class 17 contains 130674 members 
Mstep: Class 18 contains 15406 members 
Mstep: Class 19 contains 13633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73755760.000000 Penalty: 62527.230469
Iteration 30Q: 20 clusters Score -7.375576e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 15439 members 
Mstep: Class 3 contains 4249 members 
Mstep: Class 4 contains 110066 members 
Mstep: Class 5 contains 27158 members 
Mstep: Class 6 contains 11047 members 
Mstep: Class 7 contains 36173 members 
Mstep: Class 8 contains 58621 members 
Mstep: Class 9 contains 3695 members 
Mstep: Class 10 contains 19834 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 3408 members 
Mstep: Class 13 contains 21752 members 
Mstep: Class 14 contains 31170 members 
Mstep: Class 15 contains 14217 members 
Mstep: Class 16 contains 33798 members 
Mstep: Class 17 contains 130593 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 13691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73756056.000000 Penalty: 62527.230469
Iteration 31Q: 20 clusters Score -7.375606e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 15366 members 
Mstep: Class 3 contains 4219 members 
Mstep: Class 4 contains 109950 members 
Mstep: Class 5 contains 27150 members 
Mstep: Class 6 contains 11031 members 
Mstep: Class 7 contains 36298 members 
Mstep: Class 8 contains 58640 members 
Mstep: Class 9 contains 3696 members 
Mstep: Class 10 contains 19854 members 
Mstep: Class 11 contains 2741 members 
Mstep: Class 12 contains 3566 members 
Mstep: Class 13 contains 21762 members 
Mstep: Class 14 contains 31128 members 
Mstep: Class 15 contains 14256 members 
Mstep: Class 16 contains 33938 members 
Mstep: Class 17 contains 130494 members 
Mstep: Class 18 contains 15212 members 
Mstep: Class 19 contains 13735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73756312.000000 Penalty: 62527.230469
Iteration 32Q: 20 clusters Score -7.375631e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 15276 members 
Mstep: Class 3 contains 4195 members 
Mstep: Class 4 contains 109784 members 
Mstep: Class 5 contains 27145 members 
Mstep: Class 6 contains 10996 members 
Mstep: Class 7 contains 36440 members 
Mstep: Class 8 contains 58679 members 
Mstep: Class 9 contains 3696 members 
Mstep: Class 10 contains 19873 members 
Mstep: Class 11 contains 2747 members 
Mstep: Class 12 contains 3734 members 
Mstep: Class 13 contains 21766 members 
Mstep: Class 14 contains 31084 members 
Mstep: Class 15 contains 14285 members 
Mstep: Class 16 contains 34121 members 
Mstep: Class 17 contains 130401 members 
Mstep: Class 18 contains 15113 members 
Mstep: Class 19 contains 13757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73756464.000000 Penalty: 62527.230469
Iteration 33Q: 20 clusters Score -7.375646e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 15232 members 
Mstep: Class 3 contains 4178 members 
Mstep: Class 4 contains 109589 members 
Mstep: Class 5 contains 27131 members 
Mstep: Class 6 contains 10977 members 
Mstep: Class 7 contains 36577 members 
Mstep: Class 8 contains 58705 members 
Mstep: Class 9 contains 3696 members 
Mstep: Class 10 contains 19894 members 
Mstep: Class 11 contains 2737 members 
Mstep: Class 12 contains 3903 members 
Mstep: Class 13 contains 21764 members 
Mstep: Class 14 contains 31039 members 
Mstep: Class 15 contains 14303 members 
Mstep: Class 16 contains 34362 members 
Mstep: Class 17 contains 130307 members 
Mstep: Class 18 contains 14974 members 
Mstep: Class 19 contains 13775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73756632.000000 Penalty: 62527.230469
Iteration 34Q: 20 clusters Score -7.375663e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 15170 members 
Mstep: Class 3 contains 4168 members 
Mstep: Class 4 contains 109373 members 
Mstep: Class 5 contains 27129 members 
Mstep: Class 6 contains 10948 members 
Mstep: Class 7 contains 36722 members 
Mstep: Class 8 contains 58726 members 
Mstep: Class 9 contains 3695 members 
Mstep: Class 10 contains 19922 members 
Mstep: Class 11 contains 2730 members 
Mstep: Class 12 contains 4042 members 
Mstep: Class 13 contains 21762 members 
Mstep: Class 14 contains 31004 members 
Mstep: Class 15 contains 14321 members 
Mstep: Class 16 contains 34647 members 
Mstep: Class 17 contains 130223 members 
Mstep: Class 18 contains 14810 members 
Mstep: Class 19 contains 13790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73757016.000000 Penalty: 62527.230469
Iteration 35Q: 20 clusters Score -7.375702e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 15108 members 
Mstep: Class 3 contains 4153 members 
Mstep: Class 4 contains 109130 members 
Mstep: Class 5 contains 27129 members 
Mstep: Class 6 contains 10905 members 
Mstep: Class 7 contains 36856 members 
Mstep: Class 8 contains 58717 members 
Mstep: Class 9 contains 3695 members 
Mstep: Class 10 contains 19940 members 
Mstep: Class 11 contains 2724 members 
Mstep: Class 12 contains 4184 members 
Mstep: Class 13 contains 21762 members 
Mstep: Class 14 contains 30974 members 
Mstep: Class 15 contains 14324 members 
Mstep: Class 16 contains 34997 members 
Mstep: Class 17 contains 130149 members 
Mstep: Class 18 contains 14659 members 
Mstep: Class 19 contains 13802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73757344.000000 Penalty: 62527.230469
Iteration 36Q: 20 clusters Score -7.375734e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 15060 members 
Mstep: Class 3 contains 4138 members 
Mstep: Class 4 contains 108877 members 
Mstep: Class 5 contains 27132 members 
Mstep: Class 6 contains 10867 members 
Mstep: Class 7 contains 36971 members 
Mstep: Class 8 contains 58713 members 
Mstep: Class 9 contains 3695 members 
Mstep: Class 10 contains 19941 members 
Mstep: Class 11 contains 2712 members 
Mstep: Class 12 contains 4303 members 
Mstep: Class 13 contains 21761 members 
Mstep: Class 14 contains 30956 members 
Mstep: Class 15 contains 14312 members 
Mstep: Class 16 contains 35408 members 
Mstep: Class 17 contains 130090 members 
Mstep: Class 18 contains 14485 members 
Mstep: Class 19 contains 13813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73757656.000000 Penalty: 62527.230469
Iteration 37Q: 20 clusters Score -7.375766e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 15014 members 
Mstep: Class 3 contains 4134 members 
Mstep: Class 4 contains 108627 members 
Mstep: Class 5 contains 27130 members 
Mstep: Class 6 contains 10833 members 
Mstep: Class 7 contains 37069 members 
Mstep: Class 8 contains 58713 members 
Mstep: Class 9 contains 3695 members 
Mstep: Class 10 contains 19953 members 
Mstep: Class 11 contains 2695 members 
Mstep: Class 12 contains 4414 members 
Mstep: Class 13 contains 21756 members 
Mstep: Class 14 contains 30938 members 
Mstep: Class 15 contains 14281 members 
Mstep: Class 16 contains 35842 members 
Mstep: Class 17 contains 130029 members 
Mstep: Class 18 contains 14314 members 
Mstep: Class 19 contains 13819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73757928.000000 Penalty: 62527.230469
Iteration 38Q: 20 clusters Score -7.375793e+07 nChanged 1030
Entering ConstructFrom: 
Score: -73757928.000000 Penalty: 62527.230469
Entering ConstructFrom: 
Trying to split cluster 1 (26096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Entering Unmasked Estep 
Score: -3325719.250000 Penalty: 2522.045410
	Iteration 0F: 2 clusters Score -3325719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3307875.750000 Penalty: 5044.090820
	Iteration 0F: 3 clusters Score -3307876 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3314707.250000 Penalty: 5044.090820
	Iteration 1F: 3 clusters Score -3314707 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -3316493.500000 Penalty: 5044.090820
	Iteration 2F: 3 clusters Score -3316494 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -3319539.750000 Penalty: 5044.090820
	Iteration 3F: 3 clusters Score -3319540 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -3322489.500000 Penalty: 5044.090820
	Iteration 4F: 3 clusters Score -3322490 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -3325030.750000 Penalty: 5044.090820
	Iteration 5F: 3 clusters Score -3325031 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -3327404.250000 Penalty: 5044.090820
	Iteration 6F: 3 clusters Score -3327404 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -3329019.750000 Penalty: 5044.090820
	Iteration 7F: 3 clusters Score -3329020 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -3329848.750000 Penalty: 5044.090820
	Iteration 8Q: 3 clusters Score -3329849 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -3330267.750000 Penalty: 5044.090820
	Iteration 9Q: 3 clusters Score -3330268 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -3330575.250000 Penalty: 5044.090820
	Iteration 10Q: 3 clusters Score -3330575 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3330846.000000 Penalty: 5044.090820
	Iteration 11Q: 3 clusters Score -3330846 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3331051.250000 Penalty: 5044.090820
	Iteration 12Q: 3 clusters Score -3331051 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -3331220.000000 Penalty: 5044.090820
	Iteration 13Q: 3 clusters Score -3331220 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -3331344.000000 Penalty: 5044.090820
	Iteration 14Q: 3 clusters Score -3331344 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -3331420.250000 Penalty: 5044.090820
	Iteration 15Q: 3 clusters Score -3331420 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -3331489.750000 Penalty: 5044.090820
	Iteration 16Q: 3 clusters Score -3331490 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -3331536.750000 Penalty: 5044.090820
	Iteration 17Q: 3 clusters Score -3331537 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -3331578.750000 Penalty: 5044.090820
	Iteration 18Q: 3 clusters Score -3331579 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -3331617.500000 Penalty: 5044.090820
	Iteration 19Q: 3 clusters Score -3331618 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -3331630.750000 Penalty: 5044.090820
	Iteration 20F: 3 clusters Score -3331631 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -3331652.250000 Penalty: 5044.090820
	Iteration 21Q: 3 clusters Score -3331652 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -3331671.500000 Penalty: 5044.090820
	Iteration 22Q: 3 clusters Score -3331672 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -3331681.250000 Penalty: 5044.090820
	Iteration 23Q: 3 clusters Score -3331681 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -3331708.250000 Penalty: 5044.090820
	Iteration 24Q: 3 clusters Score -3331708 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -3331743.500000 Penalty: 5044.090820
	Iteration 25Q: 3 clusters Score -3331744 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -3331784.500000 Penalty: 5044.090820
	Iteration 26Q: 3 clusters Score -3331784 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3331817.500000 Penalty: 5044.090820
	Iteration 27Q: 3 clusters Score -3331818 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -3331875.750000 Penalty: 5044.090820
	Iteration 28Q: 3 clusters Score -3331876 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -3331930.750000 Penalty: 5044.090820
	Iteration 29Q: 3 clusters Score -3331931 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3331978.750000 Penalty: 5044.090820
	Iteration 30Q: 3 clusters Score -3331979 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -3332030.000000 Penalty: 5044.090820
	Iteration 31Q: 3 clusters Score -3332030 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -3332119.500000 Penalty: 5044.090820
	Iteration 32Q: 3 clusters Score -3332120 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3332282.250000 Penalty: 5044.090820
	Iteration 33Q: 3 clusters Score -3332282 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3332515.750000 Penalty: 5044.090820
	Iteration 34Q: 3 clusters Score -3332516 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3332680.750000 Penalty: 5044.090820
	Iteration 35Q: 3 clusters Score -3332681 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3332738.750000 Penalty: 5044.090820
	Iteration 36Q: 3 clusters Score -3332739 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -3332767.250000 Penalty: 5044.090820
	Iteration 37Q: 3 clusters Score -3332767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -3332776.750000 Penalty: 5044.090820
	Iteration 38Q: 3 clusters Score -3332777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -3332775.250000 Penalty: 5044.090820
	Iteration 39Q: 3 clusters Score -3332775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3332776.000000 Penalty: 5044.090820
	Iteration 40F: 3 clusters Score -3332776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3332774.500000 Penalty: 5044.090820
	Iteration 41Q: 3 clusters Score -3332774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -3332775.750000 Penalty: 5044.090820
	Iteration 42Q: 3 clusters Score -3332776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -3332775.750000 Penalty: 5044.090820
	Iteration 43F: 3 clusters Score -3332776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 14976 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 108379 members 
Mstep: Class 5 contains 27129 members 
Mstep: Class 6 contains 10793 members 
Mstep: Class 7 contains 37167 members 
Mstep: Class 8 contains 58711 members 
Mstep: Class 9 contains 3695 members 
Mstep: Class 10 contains 19964 members 
Mstep: Class 11 contains 2679 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 21752 members 
Mstep: Class 14 contains 30923 members 
Mstep: Class 15 contains 14260 members 
Mstep: Class 16 contains 36291 members 
Mstep: Class 17 contains 129984 members 
Mstep: Class 18 contains 14133 members 
Mstep: Class 19 contains 13826 members 
Mstep: Class 20 contains 23825 members 
Entering Unmasked Estep 
Score: -73764024.000000 Penalty: 65818.140625
Splitting cluster 1 changes total score from -73757928.000000 to -73764024.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 2 (14976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Entering Unmasked Estep 
Score: -1783432.000000 Penalty: 2384.322754
	Iteration 0F: 2 clusters Score -1783432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1772592.250000 Penalty: 4768.645508
	Iteration 0F: 3 clusters Score -1772592 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1776794.875000 Penalty: 4768.645508
	Iteration 1F: 3 clusters Score -1776795 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1778170.000000 Penalty: 4768.645508
	Iteration 2F: 3 clusters Score -1778170 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1779403.125000 Penalty: 4768.645508
	Iteration 3F: 3 clusters Score -1779403 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1780401.125000 Penalty: 4768.645508
	Iteration 4F: 3 clusters Score -1780401 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1781256.625000 Penalty: 4768.645508
	Iteration 5F: 3 clusters Score -1781257 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1782041.125000 Penalty: 4768.645508
	Iteration 6F: 3 clusters Score -1782041 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1782849.250000 Penalty: 4768.645508
	Iteration 7F: 3 clusters Score -1782849 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1783854.625000 Penalty: 4768.645508
	Iteration 8Q: 3 clusters Score -1783855 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1785152.125000 Penalty: 4768.645508
	Iteration 9Q: 3 clusters Score -1785152 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1787022.750000 Penalty: 4768.645508
	Iteration 10Q: 3 clusters Score -1787023 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1788196.750000 Penalty: 4768.645508
	Iteration 11Q: 3 clusters Score -1788197 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1788347.500000 Penalty: 4768.645508
	Iteration 12Q: 3 clusters Score -1788348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1788367.250000 Penalty: 4768.645508
	Iteration 13Q: 3 clusters Score -1788367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1788366.625000 Penalty: 4768.645508
	Iteration 14Q: 3 clusters Score -1788367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1788366.375000 Penalty: 4768.645508
	Iteration 15Q: 3 clusters Score -1788366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1788366.375000 Penalty: 4768.645508
	Iteration 16F: 3 clusters Score -1788366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 108379 members 
Mstep: Class 5 contains 27129 members 
Mstep: Class 6 contains 10793 members 
Mstep: Class 7 contains 37167 members 
Mstep: Class 8 contains 58711 members 
Mstep: Class 9 contains 3695 members 
Mstep: Class 10 contains 19964 members 
Mstep: Class 11 contains 2679 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 21752 members 
Mstep: Class 14 contains 30923 members 
Mstep: Class 15 contains 14260 members 
Mstep: Class 16 contains 36291 members 
Mstep: Class 17 contains 129984 members 
Mstep: Class 18 contains 14133 members 
Mstep: Class 19 contains 13826 members 
Mstep: Class 20 contains 23825 members 
Mstep: Class 21 contains 4272 members 
Entering Unmasked Estep 
Score: -73768296.000000 Penalty: 69109.046875
Splitting cluster 2 changes total score from -73757928.000000 to -73768296.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (4127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Entering Unmasked Estep 
Score: -508680.593750 Penalty: 2064.675781
	Iteration 0F: 2 clusters Score -508680.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -504725.125000 Penalty: 4129.351562
	Iteration 0F: 3 clusters Score -504725.1 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -506122.125000 Penalty: 4129.351562
	Iteration 1F: 3 clusters Score -506122.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -507119.718750 Penalty: 4129.351562
	Iteration 2F: 3 clusters Score -507119.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -508694.125000 Penalty: 4129.351562
	Iteration 3F: 3 clusters Score -508694.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -509824.718750 Penalty: 4129.351562
	Iteration 4F: 3 clusters Score -509824.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -510188.531250 Penalty: 4129.351562
	Iteration 5F: 3 clusters Score -510188.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -510290.968750 Penalty: 4129.351562
	Iteration 6Q: 3 clusters Score -510291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -510347.312500 Penalty: 4129.351562
	Iteration 7Q: 3 clusters Score -510347.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -510391.156250 Penalty: 4129.351562
	Iteration 8Q: 3 clusters Score -510391.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -510434.093750 Penalty: 4129.351562
	Iteration 9Q: 3 clusters Score -510434.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -510477.468750 Penalty: 4129.351562
	Iteration 10Q: 3 clusters Score -510477.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -510533.343750 Penalty: 4129.351562
	Iteration 11Q: 3 clusters Score -510533.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -510567.593750 Penalty: 4129.351562
	Iteration 12Q: 3 clusters Score -510567.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -510588.937500 Penalty: 4129.351562
	Iteration 13Q: 3 clusters Score -510588.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -510608.281250 Penalty: 4129.351562
	Iteration 14Q: 3 clusters Score -510608.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -510615.250000 Penalty: 4129.351562
	Iteration 15Q: 3 clusters Score -510615.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -510618.875000 Penalty: 4129.351562
	Iteration 16Q: 3 clusters Score -510618.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -510623.562500 Penalty: 4129.351562
	Iteration 17Q: 3 clusters Score -510623.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -510629.000000 Penalty: 4129.351562
	Iteration 18Q: 3 clusters Score -510629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -510630.406250 Penalty: 4129.351562
	Iteration 19Q: 3 clusters Score -510630.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -510636.625000 Penalty: 4129.351562
	Iteration 20F: 3 clusters Score -510636.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -510649.562500 Penalty: 4129.351562
	Iteration 21Q: 3 clusters Score -510649.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -510654.500000 Penalty: 4129.351562
	Iteration 22Q: 3 clusters Score -510654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -510654.812500 Penalty: 4129.351562
	Iteration 23Q: 3 clusters Score -510654.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -510654.812500 Penalty: 4129.351562
	Iteration 24F: 3 clusters Score -510654.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 108379 members 
Mstep: Class 5 contains 27129 members 
Mstep: Class 6 contains 10793 members 
Mstep: Class 7 contains 37167 members 
Mstep: Class 8 contains 58711 members 
Mstep: Class 9 contains 3695 members 
Mstep: Class 10 contains 19964 members 
Mstep: Class 11 contains 2679 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 21752 members 
Mstep: Class 14 contains 30923 members 
Mstep: Class 15 contains 14260 members 
Mstep: Class 16 contains 36291 members 
Mstep: Class 17 contains 129984 members 
Mstep: Class 18 contains 14133 members 
Mstep: Class 19 contains 13826 members 
Mstep: Class 20 contains 23825 members 
Mstep: Class 21 contains 4272 members 
Mstep: Class 22 contains 1832 members 
Entering Unmasked Estep 
Score: -73768984.000000 Penalty: 72399.953125
Splitting cluster 3 changes total score from -73757928.000000 to -73768984.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (108379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108379 members 
Entering Unmasked Estep 
Score: -14224458.000000 Penalty: 2875.160645
	Iteration 0F: 2 clusters Score -1.422446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -14151820.000000 Penalty: 5750.321289
	Iteration 0F: 3 clusters Score -1.415182e+07 nChanged 51563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 55881 members 
Entering Unmasked Estep 
Score: -14181322.000000 Penalty: 5750.321289
	Iteration 1F: 3 clusters Score -1.418132e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -14182453.000000 Penalty: 5750.321289
	Iteration 2Q: 3 clusters Score -1.418245e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 58433 members 
Entering Unmasked Estep 
Score: -14183945.000000 Penalty: 5750.321289
	Iteration 3Q: 3 clusters Score -1.418394e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -14186094.000000 Penalty: 5750.321289
	Iteration 4Q: 3 clusters Score -1.418609e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 63580 members 
Entering Unmasked Estep 
Score: -14188901.000000 Penalty: 5750.321289
	Iteration 5Q: 3 clusters Score -1.41889e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -14192630.000000 Penalty: 5750.321289
	Iteration 6F: 3 clusters Score -1.419263e+07 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -14196883.000000 Penalty: 5750.321289
	Iteration 7F: 3 clusters Score -1.419688e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -14201390.000000 Penalty: 5750.321289
	Iteration 8F: 3 clusters Score -1.420139e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 81391 members 
Entering Unmasked Estep 
Score: -14205474.000000 Penalty: 5750.321289
	Iteration 9F: 3 clusters Score -1.420547e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 85619 members 
Entering Unmasked Estep 
Score: -14208704.000000 Penalty: 5750.321289
	Iteration 10Q: 3 clusters Score -1.42087e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 89388 members 
Entering Unmasked Estep 
Score: -14211148.000000 Penalty: 5750.321289
	Iteration 11Q: 3 clusters Score -1.421115e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 92744 members 
Entering Unmasked Estep 
Score: -14213158.000000 Penalty: 5750.321289
	Iteration 12Q: 3 clusters Score -1.421316e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 95701 members 
Entering Unmasked Estep 
Score: -14214876.000000 Penalty: 5750.321289
	Iteration 13Q: 3 clusters Score -1.421488e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 98377 members 
Entering Unmasked Estep 
Score: -14216585.000000 Penalty: 5750.321289
	Iteration 14Q: 3 clusters Score -1.421658e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 100611 members 
Entering Unmasked Estep 
Score: -14217859.000000 Penalty: 5750.321289
	Iteration 15Q: 3 clusters Score -1.421786e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 102431 members 
Entering Unmasked Estep 
Score: -14218906.000000 Penalty: 5750.321289
	Iteration 16Q: 3 clusters Score -1.421891e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 103847 members 
Entering Unmasked Estep 
Score: -14219825.000000 Penalty: 5750.321289
	Iteration 17Q: 3 clusters Score -1.421982e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 104932 members 
Entering Unmasked Estep 
Score: -14220412.000000 Penalty: 5750.321289
	Iteration 18Q: 3 clusters Score -1.422041e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 105710 members 
Entering Unmasked Estep 
Score: -14220861.000000 Penalty: 5750.321289
	Iteration 19Q: 3 clusters Score -1.422086e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 106296 members 
Entering Unmasked Estep 
Score: -14221241.000000 Penalty: 5750.321289
	Iteration 20F: 3 clusters Score -1.422124e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 106696 members 
Entering Unmasked Estep 
Score: -14221416.000000 Penalty: 5750.321289
	Iteration 21Q: 3 clusters Score -1.422142e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 106959 members 
Entering Unmasked Estep 
Score: -14221555.000000 Penalty: 5750.321289
	Iteration 22Q: 3 clusters Score -1.422156e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 107151 members 
Entering Unmasked Estep 
Score: -14221629.000000 Penalty: 5750.321289
	Iteration 23Q: 3 clusters Score -1.422163e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 107279 members 
Entering Unmasked Estep 
Score: -14221719.000000 Penalty: 5750.321289
	Iteration 24Q: 3 clusters Score -1.422172e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 107385 members 
Entering Unmasked Estep 
Score: -14221807.000000 Penalty: 5750.321289
	Iteration 25Q: 3 clusters Score -1.422181e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 107473 members 
Entering Unmasked Estep 
Score: -14221890.000000 Penalty: 5750.321289
	Iteration 26Q: 3 clusters Score -1.422189e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 107545 members 
Entering Unmasked Estep 
Score: -14221934.000000 Penalty: 5750.321289
	Iteration 27Q: 3 clusters Score -1.422193e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 107588 members 
Entering Unmasked Estep 
Score: -14221959.000000 Penalty: 5750.321289
	Iteration 28Q: 3 clusters Score -1.422196e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 107622 members 
Entering Unmasked Estep 
Score: -14221975.000000 Penalty: 5750.321289
	Iteration 29Q: 3 clusters Score -1.422198e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 107650 members 
Entering Unmasked Estep 
Score: -14222017.000000 Penalty: 5750.321289
	Iteration 30Q: 3 clusters Score -1.422202e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 107672 members 
Entering Unmasked Estep 
Score: -14222029.000000 Penalty: 5750.321289
	Iteration 31Q: 3 clusters Score -1.422203e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 107688 members 
Entering Unmasked Estep 
Score: -14222008.000000 Penalty: 5750.321289
	Iteration 32Q: 3 clusters Score -1.422201e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 107698 members 
Entering Unmasked Estep 
Score: -14222022.000000 Penalty: 5750.321289
	Iteration 33Q: 3 clusters Score -1.422202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 107713 members 
Entering Unmasked Estep 
Score: -14222050.000000 Penalty: 5750.321289
	Iteration 34Q: 3 clusters Score -1.422205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 107725 members 
Entering Unmasked Estep 
Score: -14222039.000000 Penalty: 5750.321289
	Iteration 35Q: 3 clusters Score -1.422204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 107733 members 
Entering Unmasked Estep 
Score: -14222062.000000 Penalty: 5750.321289
	Iteration 36Q: 3 clusters Score -1.422206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 107744 members 
Entering Unmasked Estep 
Score: -14222063.000000 Penalty: 5750.321289
	Iteration 37Q: 3 clusters Score -1.422206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 107751 members 
Entering Unmasked Estep 
Score: -14222064.000000 Penalty: 5750.321289
	Iteration 38Q: 3 clusters Score -1.422206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 107757 members 
Entering Unmasked Estep 
Score: -14222062.000000 Penalty: 5750.321289
	Iteration 39Q: 3 clusters Score -1.422206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 107764 members 
Entering Unmasked Estep 
Score: -14222072.000000 Penalty: 5750.321289
	Iteration 40F: 3 clusters Score -1.422207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 107766 members 
Entering Unmasked Estep 
Score: -14222070.000000 Penalty: 5750.321289
	Iteration 41Q: 3 clusters Score -1.422207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 107770 members 
Entering Unmasked Estep 
Score: -14222064.000000 Penalty: 5750.321289
	Iteration 42Q: 3 clusters Score -1.422206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 107772 members 
Entering Unmasked Estep 
Score: -14222076.000000 Penalty: 5750.321289
	Iteration 43Q: 3 clusters Score -1.422208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 107772 members 
Entering Unmasked Estep 
Score: -14222081.000000 Penalty: 5750.321289
	Iteration 44Q: 3 clusters Score -1.422208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 107773 members 
Entering Unmasked Estep 
Score: -14222076.000000 Penalty: 5750.321289
	Iteration 45Q: 3 clusters Score -1.422208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 107774 members 
Entering Unmasked Estep 
Score: -14222079.000000 Penalty: 5750.321289
	Iteration 46Q: 3 clusters Score -1.422208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 107774 members 
Entering Unmasked Estep 
Score: -14222079.000000 Penalty: 5750.321289
	Iteration 47F: 3 clusters Score -1.422208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Entering Unmasked Estep 
Score: -3615006.000000 Penalty: 2531.672852
	Iteration 0F: 2 clusters Score -3615006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3596352.250000 Penalty: 5063.345703
	Iteration 0F: 3 clusters Score -3596352 nChanged 12181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3602859.000000 Penalty: 5063.345703
	Iteration 1F: 3 clusters Score -3602859 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3603339.750000 Penalty: 5063.345703
	Iteration 2F: 3 clusters Score -3603340 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -3603761.250000 Penalty: 5063.345703
	Iteration 3Q: 3 clusters Score -3603761 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -3604159.000000 Penalty: 5063.345703
	Iteration 4Q: 3 clusters Score -3604159 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3604507.250000 Penalty: 5063.345703
	Iteration 5Q: 3 clusters Score -3604507 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3604870.750000 Penalty: 5063.345703
	Iteration 6Q: 3 clusters Score -3604871 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -3605269.500000 Penalty: 5063.345703
	Iteration 7Q: 3 clusters Score -3605270 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3605700.500000 Penalty: 5063.345703
	Iteration 8Q: 3 clusters Score -3605700 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -3606217.750000 Penalty: 5063.345703
	Iteration 9Q: 3 clusters Score -3606218 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3606846.000000 Penalty: 5063.345703
	Iteration 10Q: 3 clusters Score -3606846 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -3607614.000000 Penalty: 5063.345703
	Iteration 11Q: 3 clusters Score -3607614 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -3608460.750000 Penalty: 5063.345703
	Iteration 12Q: 3 clusters Score -3608461 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -3609224.500000 Penalty: 5063.345703
	Iteration 13Q: 3 clusters Score -3609224 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -3609829.250000 Penalty: 5063.345703
	Iteration 14Q: 3 clusters Score -3609829 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -3610332.000000 Penalty: 5063.345703
	Iteration 15Q: 3 clusters Score -3610332 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3610856.000000 Penalty: 5063.345703
	Iteration 16Q: 3 clusters Score -3610856 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -3611290.750000 Penalty: 5063.345703
	Iteration 17Q: 3 clusters Score -3611291 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3611607.750000 Penalty: 5063.345703
	Iteration 18Q: 3 clusters Score -3611608 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3611905.500000 Penalty: 5063.345703
	Iteration 19Q: 3 clusters Score -3611906 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3612155.500000 Penalty: 5063.345703
	Iteration 20F: 3 clusters Score -3612156 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3612350.500000 Penalty: 5063.345703
	Iteration 21Q: 3 clusters Score -3612350 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3612480.500000 Penalty: 5063.345703
	Iteration 22Q: 3 clusters Score -3612480 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3612604.250000 Penalty: 5063.345703
	Iteration 23Q: 3 clusters Score -3612604 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3612677.250000 Penalty: 5063.345703
	Iteration 24Q: 3 clusters Score -3612677 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3612734.000000 Penalty: 5063.345703
	Iteration 25Q: 3 clusters Score -3612734 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3612789.250000 Penalty: 5063.345703
	Iteration 26Q: 3 clusters Score -3612789 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3612825.250000 Penalty: 5063.345703
	Iteration 27Q: 3 clusters Score -3612825 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3612846.500000 Penalty: 5063.345703
	Iteration 28Q: 3 clusters Score -3612846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3612880.250000 Penalty: 5063.345703
	Iteration 29Q: 3 clusters Score -3612880 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3612909.500000 Penalty: 5063.345703
	Iteration 30Q: 3 clusters Score -3612910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3612914.250000 Penalty: 5063.345703
	Iteration 31Q: 3 clusters Score -3612914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3612942.750000 Penalty: 5063.345703
	Iteration 32Q: 3 clusters Score -3612943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3612953.000000 Penalty: 5063.345703
	Iteration 33Q: 3 clusters Score -3612953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3612963.000000 Penalty: 5063.345703
	Iteration 34Q: 3 clusters Score -3612963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3612963.000000 Penalty: 5063.345703
	Iteration 35Q: 3 clusters Score -3612963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3612965.750000 Penalty: 5063.345703
	Iteration 36Q: 3 clusters Score -3612966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3612975.000000 Penalty: 5063.345703
	Iteration 37Q: 3 clusters Score -3612975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3612979.000000 Penalty: 5063.345703
	Iteration 38Q: 3 clusters Score -3612979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3612984.250000 Penalty: 5063.345703
	Iteration 39Q: 3 clusters Score -3612984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3612993.250000 Penalty: 5063.345703
	Iteration 40F: 3 clusters Score -3612993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3612990.000000 Penalty: 5063.345703
	Iteration 41Q: 3 clusters Score -3612990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3612995.250000 Penalty: 5063.345703
	Iteration 42Q: 3 clusters Score -3612995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3612996.250000 Penalty: 5063.345703
	Iteration 43Q: 3 clusters Score -3612996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3612996.250000 Penalty: 5063.345703
	Iteration 44F: 3 clusters Score -3612996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Entering Unmasked Estep 
Score: -1475807.375000 Penalty: 2303.090088
	Iteration 0F: 2 clusters Score -1475807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1467613.000000 Penalty: 4606.180176
	Iteration 0F: 3 clusters Score -1467613 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1469943.500000 Penalty: 4606.180176
	Iteration 1F: 3 clusters Score -1469944 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1470224.750000 Penalty: 4606.180176
	Iteration 2F: 3 clusters Score -1470225 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1470400.250000 Penalty: 4606.180176
	Iteration 3Q: 3 clusters Score -1470400 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1470533.625000 Penalty: 4606.180176
	Iteration 4Q: 3 clusters Score -1470534 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1470625.250000 Penalty: 4606.180176
	Iteration 5Q: 3 clusters Score -1470625 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1470708.375000 Penalty: 4606.180176
	Iteration 6Q: 3 clusters Score -1470708 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1470780.000000 Penalty: 4606.180176
	Iteration 7Q: 3 clusters Score -1470780 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1470838.625000 Penalty: 4606.180176
	Iteration 8Q: 3 clusters Score -1470839 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1470898.000000 Penalty: 4606.180176
	Iteration 9Q: 3 clusters Score -1470898 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1470958.250000 Penalty: 4606.180176
	Iteration 10Q: 3 clusters Score -1470958 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1471047.125000 Penalty: 4606.180176
	Iteration 11Q: 3 clusters Score -1471047 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1471157.375000 Penalty: 4606.180176
	Iteration 12Q: 3 clusters Score -1471157 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1471291.250000 Penalty: 4606.180176
	Iteration 13Q: 3 clusters Score -1471291 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1471441.875000 Penalty: 4606.180176
	Iteration 14Q: 3 clusters Score -1471442 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1471608.125000 Penalty: 4606.180176
	Iteration 15Q: 3 clusters Score -1471608 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1471821.875000 Penalty: 4606.180176
	Iteration 16Q: 3 clusters Score -1471822 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1472071.500000 Penalty: 4606.180176
	Iteration 17Q: 3 clusters Score -1472072 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1472378.875000 Penalty: 4606.180176
	Iteration 18Q: 3 clusters Score -1472379 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1472692.250000 Penalty: 4606.180176
	Iteration 19Q: 3 clusters Score -1472692 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1473003.500000 Penalty: 4606.180176
	Iteration 20F: 3 clusters Score -1473004 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1473248.125000 Penalty: 4606.180176
	Iteration 21Q: 3 clusters Score -1473248 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1473426.625000 Penalty: 4606.180176
	Iteration 22Q: 3 clusters Score -1473427 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1473555.875000 Penalty: 4606.180176
	Iteration 23Q: 3 clusters Score -1473556 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1473641.000000 Penalty: 4606.180176
	Iteration 24Q: 3 clusters Score -1473641 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1473711.250000 Penalty: 4606.180176
	Iteration 25Q: 3 clusters Score -1473711 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1473754.375000 Penalty: 4606.180176
	Iteration 26Q: 3 clusters Score -1473754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1473772.500000 Penalty: 4606.180176
	Iteration 27Q: 3 clusters Score -1473772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1473785.375000 Penalty: 4606.180176
	Iteration 28Q: 3 clusters Score -1473785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1473804.125000 Penalty: 4606.180176
	Iteration 29Q: 3 clusters Score -1473804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1473812.750000 Penalty: 4606.180176
	Iteration 30Q: 3 clusters Score -1473813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1473820.125000 Penalty: 4606.180176
	Iteration 31Q: 3 clusters Score -1473820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1473824.250000 Penalty: 4606.180176
	Iteration 32Q: 3 clusters Score -1473824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1473828.000000 Penalty: 4606.180176
	Iteration 33Q: 3 clusters Score -1473828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1473828.000000 Penalty: 4606.180176
	Iteration 34F: 3 clusters Score -1473828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Entering Unmasked Estep 
Score: -4792690.000000 Penalty: 2609.747803
	Iteration 0F: 2 clusters Score -4792690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -4767481.500000 Penalty: 5219.495605
	Iteration 0F: 3 clusters Score -4767482 nChanged 16910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -4777069.000000 Penalty: 5219.495605
	Iteration 1F: 3 clusters Score -4777069 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -4777804.500000 Penalty: 5219.495605
	Iteration 2F: 3 clusters Score -4777804 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -4778524.500000 Penalty: 5219.495605
	Iteration 3Q: 3 clusters Score -4778524 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -4779232.500000 Penalty: 5219.495605
	Iteration 4Q: 3 clusters Score -4779232 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -4779952.000000 Penalty: 5219.495605
	Iteration 5Q: 3 clusters Score -4779952 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -4780681.000000 Penalty: 5219.495605
	Iteration 6Q: 3 clusters Score -4780681 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -4781366.500000 Penalty: 5219.495605
	Iteration 7Q: 3 clusters Score -4781366 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -4782075.500000 Penalty: 5219.495605
	Iteration 8Q: 3 clusters Score -4782076 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -4782788.000000 Penalty: 5219.495605
	Iteration 9Q: 3 clusters Score -4782788 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -4783490.000000 Penalty: 5219.495605
	Iteration 10Q: 3 clusters Score -4783490 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -4784148.500000 Penalty: 5219.495605
	Iteration 11Q: 3 clusters Score -4784148 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -4784823.000000 Penalty: 5219.495605
	Iteration 12Q: 3 clusters Score -4784823 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -4785562.500000 Penalty: 5219.495605
	Iteration 13Q: 3 clusters Score -4785562 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -4786254.500000 Penalty: 5219.495605
	Iteration 14Q: 3 clusters Score -4786254 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -4786969.000000 Penalty: 5219.495605
	Iteration 15Q: 3 clusters Score -4786969 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -4787685.000000 Penalty: 5219.495605
	Iteration 16Q: 3 clusters Score -4787685 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -4788336.000000 Penalty: 5219.495605
	Iteration 17Q: 3 clusters Score -4788336 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4788898.000000 Penalty: 5219.495605
	Iteration 18Q: 3 clusters Score -4788898 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4789354.000000 Penalty: 5219.495605
	Iteration 19Q: 3 clusters Score -4789354 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4789719.500000 Penalty: 5219.495605
	Iteration 20F: 3 clusters Score -4789720 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4789948.000000 Penalty: 5219.495605
	Iteration 21Q: 3 clusters Score -4789948 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4790085.000000 Penalty: 5219.495605
	Iteration 22Q: 3 clusters Score -4790085 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4790201.500000 Penalty: 5219.495605
	Iteration 23Q: 3 clusters Score -4790202 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4790262.500000 Penalty: 5219.495605
	Iteration 24Q: 3 clusters Score -4790262 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4790307.500000 Penalty: 5219.495605
	Iteration 25Q: 3 clusters Score -4790308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4790344.000000 Penalty: 5219.495605
	Iteration 26Q: 3 clusters Score -4790344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4790379.500000 Penalty: 5219.495605
	Iteration 27Q: 3 clusters Score -4790380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4790404.000000 Penalty: 5219.495605
	Iteration 28Q: 3 clusters Score -4790404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4790420.000000 Penalty: 5219.495605
	Iteration 29Q: 3 clusters Score -4790420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4790429.500000 Penalty: 5219.495605
	Iteration 30Q: 3 clusters Score -4790430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4790440.000000 Penalty: 5219.495605
	Iteration 31Q: 3 clusters Score -4790440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4790445.000000 Penalty: 5219.495605
	Iteration 32Q: 3 clusters Score -4790445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4790452.000000 Penalty: 5219.495605
	Iteration 33Q: 3 clusters Score -4790452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4790457.000000 Penalty: 5219.495605
	Iteration 34Q: 3 clusters Score -4790457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4790459.000000 Penalty: 5219.495605
	Iteration 35Q: 3 clusters Score -4790459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4790465.500000 Penalty: 5219.495605
	Iteration 36Q: 3 clusters Score -4790466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4790470.500000 Penalty: 5219.495605
	Iteration 37Q: 3 clusters Score -4790470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4790468.000000 Penalty: 5219.495605
	Iteration 38Q: 3 clusters Score -4790468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4790469.000000 Penalty: 5219.495605
	Iteration 39Q: 3 clusters Score -4790469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4790469.000000 Penalty: 5219.495605
	Iteration 40F: 3 clusters Score -4790469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (58711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Entering Unmasked Estep 
Score: -7633381.500000 Penalty: 2723.134766
	Iteration 0F: 2 clusters Score -7633382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -7593895.000000 Penalty: 5446.269531
	Iteration 0F: 3 clusters Score -7593895 nChanged 27253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -7609770.000000 Penalty: 5446.269531
	Iteration 1F: 3 clusters Score -7609770 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -7611786.000000 Penalty: 5446.269531
	Iteration 2F: 3 clusters Score -7611786 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -7616375.500000 Penalty: 5446.269531
	Iteration 3F: 3 clusters Score -7616376 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -7626321.500000 Penalty: 5446.269531
	Iteration 4F: 3 clusters Score -7626322 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -7637541.500000 Penalty: 5446.269531
	Iteration 5F: 3 clusters Score -7637542 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -7645189.500000 Penalty: 5446.269531
	Iteration 6F: 3 clusters Score -7645190 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -7649018.500000 Penalty: 5446.269531
	Iteration 7F: 3 clusters Score -7649018 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -7650914.500000 Penalty: 5446.269531
	Iteration 8Q: 3 clusters Score -7650914 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -7651609.500000 Penalty: 5446.269531
	Iteration 9Q: 3 clusters Score -7651610 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -7651906.000000 Penalty: 5446.269531
	Iteration 10Q: 3 clusters Score -7651906 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -7651987.000000 Penalty: 5446.269531
	Iteration 11Q: 3 clusters Score -7651987 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -7652022.500000 Penalty: 5446.269531
	Iteration 12Q: 3 clusters Score -7652022 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -7652023.000000 Penalty: 5446.269531
	Iteration 13Q: 3 clusters Score -7652023 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -7652026.500000 Penalty: 5446.269531
	Iteration 14Q: 3 clusters Score -7652026 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -7652025.500000 Penalty: 5446.269531
	Iteration 15Q: 3 clusters Score -7652026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -7652041.500000 Penalty: 5446.269531
	Iteration 16Q: 3 clusters Score -7652042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -7652033.500000 Penalty: 5446.269531
	Iteration 17Q: 3 clusters Score -7652034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -7652030.500000 Penalty: 5446.269531
	Iteration 18Q: 3 clusters Score -7652030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -7652036.000000 Penalty: 5446.269531
	Iteration 19Q: 3 clusters Score -7652036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -7652037.000000 Penalty: 5446.269531
	Iteration 20F: 3 clusters Score -7652037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -7652052.000000 Penalty: 5446.269531
	Iteration 21Q: 3 clusters Score -7652052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -7652047.500000 Penalty: 5446.269531
	Iteration 22Q: 3 clusters Score -7652048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -7652054.500000 Penalty: 5446.269531
	Iteration 23Q: 3 clusters Score -7652054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -7652063.500000 Penalty: 5446.269531
	Iteration 24Q: 3 clusters Score -7652064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -7652063.000000 Penalty: 5446.269531
	Iteration 25Q: 3 clusters Score -7652063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -7652056.000000 Penalty: 5446.269531
	Iteration 26Q: 3 clusters Score -7652056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -7652051.000000 Penalty: 5446.269531
	Iteration 27Q: 3 clusters Score -7652051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -7652051.000000 Penalty: 5446.269531
	Iteration 28Q: 3 clusters Score -7652051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -7652051.000000 Penalty: 5446.269531
	Iteration 29F: 3 clusters Score -7652051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 108379 members 
Mstep: Class 5 contains 27129 members 
Mstep: Class 6 contains 10793 members 
Mstep: Class 7 contains 37167 members 
Mstep: Class 8 contains 39074 members 
Mstep: Class 9 contains 3695 members 
Mstep: Class 10 contains 19964 members 
Mstep: Class 11 contains 2679 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 21752 members 
Mstep: Class 14 contains 30923 members 
Mstep: Class 15 contains 14260 members 
Mstep: Class 16 contains 36291 members 
Mstep: Class 17 contains 129984 members 
Mstep: Class 18 contains 14133 members 
Mstep: Class 19 contains 13826 members 
Mstep: Class 20 contains 23825 members 
Mstep: Class 21 contains 4272 members 
Mstep: Class 22 contains 1832 members 
Mstep: Class 23 contains 19637 members 
Entering Unmasked Estep 
Score: -73786936.000000 Penalty: 75690.859375
Splitting cluster 8 changes total score from -73757928.000000 to -73786936.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (3695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Entering Unmasked Estep 
Score: -381017.093750 Penalty: 2037.254517
	Iteration 0F: 2 clusters Score -381017.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -378302.406250 Penalty: 4074.509033
	Iteration 0F: 3 clusters Score -378302.4 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -386432.281250 Penalty: 4074.509033
	Iteration 1F: 3 clusters Score -386432.3 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -390923.406250 Penalty: 4074.509033
	Iteration 2F: 3 clusters Score -390923.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -393332.187500 Penalty: 4074.509033
	Iteration 3F: 3 clusters Score -393332.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -394430.187500 Penalty: 4074.509033
	Iteration 4Q: 3 clusters Score -394430.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -394793.250000 Penalty: 4074.509033
	Iteration 5Q: 3 clusters Score -394793.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -394899.187500 Penalty: 4074.509033
	Iteration 6Q: 3 clusters Score -394899.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -394919.343750 Penalty: 4074.509033
	Iteration 7Q: 3 clusters Score -394919.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -394923.406250 Penalty: 4074.509033
	Iteration 8Q: 3 clusters Score -394923.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -394923.406250 Penalty: 4074.509033
	Iteration 9F: 3 clusters Score -394923.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 108379 members 
Mstep: Class 5 contains 27129 members 
Mstep: Class 6 contains 10793 members 
Mstep: Class 7 contains 37167 members 
Mstep: Class 8 contains 39074 members 
Mstep: Class 9 contains 832 members 
Mstep: Class 10 contains 19964 members 
Mstep: Class 11 contains 2679 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 21752 members 
Mstep: Class 14 contains 30923 members 
Mstep: Class 15 contains 14260 members 
Mstep: Class 16 contains 36291 members 
Mstep: Class 17 contains 129984 members 
Mstep: Class 18 contains 14133 members 
Mstep: Class 19 contains 13826 members 
Mstep: Class 20 contains 23825 members 
Mstep: Class 21 contains 4272 members 
Mstep: Class 22 contains 1832 members 
Mstep: Class 23 contains 19637 members 
Mstep: Class 24 contains 2863 members 
Entering Unmasked Estep 
Score: -73799808.000000 Penalty: 78981.765625
Splitting cluster 9 changes total score from -73757928.000000 to -73799808.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (19964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Entering Unmasked Estep 
Score: -2575950.000000 Penalty: 2455.618164
	Iteration 0F: 2 clusters Score -2575950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2562000.250000 Penalty: 4911.236328
	Iteration 0F: 3 clusters Score -2562000 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2566736.500000 Penalty: 4911.236328
	Iteration 1F: 3 clusters Score -2566736 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2567426.750000 Penalty: 4911.236328
	Iteration 2F: 3 clusters Score -2567427 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2568450.250000 Penalty: 4911.236328
	Iteration 3F: 3 clusters Score -2568450 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2569645.750000 Penalty: 4911.236328
	Iteration 4F: 3 clusters Score -2569646 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2570788.750000 Penalty: 4911.236328
	Iteration 5F: 3 clusters Score -2570789 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2571788.000000 Penalty: 4911.236328
	Iteration 6F: 3 clusters Score -2571788 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2572575.500000 Penalty: 4911.236328
	Iteration 7F: 3 clusters Score -2572576 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2573171.750000 Penalty: 4911.236328
	Iteration 8F: 3 clusters Score -2573172 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2573625.500000 Penalty: 4911.236328
	Iteration 9Q: 3 clusters Score -2573626 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2574030.500000 Penalty: 4911.236328
	Iteration 10Q: 3 clusters Score -2574030 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2574332.000000 Penalty: 4911.236328
	Iteration 11Q: 3 clusters Score -2574332 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2574630.250000 Penalty: 4911.236328
	Iteration 12Q: 3 clusters Score -2574630 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2574901.750000 Penalty: 4911.236328
	Iteration 13Q: 3 clusters Score -2574902 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2575127.500000 Penalty: 4911.236328
	Iteration 14Q: 3 clusters Score -2575128 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2575313.500000 Penalty: 4911.236328
	Iteration 15Q: 3 clusters Score -2575314 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2575463.750000 Penalty: 4911.236328
	Iteration 16Q: 3 clusters Score -2575464 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2575592.750000 Penalty: 4911.236328
	Iteration 17Q: 3 clusters Score -2575593 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2575691.750000 Penalty: 4911.236328
	Iteration 18Q: 3 clusters Score -2575692 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2575753.750000 Penalty: 4911.236328
	Iteration 19Q: 3 clusters Score -2575754 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2575803.000000 Penalty: 4911.236328
	Iteration 20F: 3 clusters Score -2575803 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2575848.000000 Penalty: 4911.236328
	Iteration 21Q: 3 clusters Score -2575848 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2575869.250000 Penalty: 4911.236328
	Iteration 22Q: 3 clusters Score -2575869 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2575884.250000 Penalty: 4911.236328
	Iteration 23Q: 3 clusters Score -2575884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2575890.500000 Penalty: 4911.236328
	Iteration 24Q: 3 clusters Score -2575890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2575899.750000 Penalty: 4911.236328
	Iteration 25Q: 3 clusters Score -2575900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2575904.250000 Penalty: 4911.236328
	Iteration 26Q: 3 clusters Score -2575904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2575906.250000 Penalty: 4911.236328
	Iteration 27Q: 3 clusters Score -2575906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2575911.250000 Penalty: 4911.236328
	Iteration 28Q: 3 clusters Score -2575911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2575917.250000 Penalty: 4911.236328
	Iteration 29Q: 3 clusters Score -2575917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2575914.750000 Penalty: 4911.236328
	Iteration 30Q: 3 clusters Score -2575915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2575917.000000 Penalty: 4911.236328
	Iteration 31Q: 3 clusters Score -2575917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2575917.000000 Penalty: 4911.236328
	Iteration 32Q: 3 clusters Score -2575917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2575921.000000 Penalty: 4911.236328
	Iteration 33Q: 3 clusters Score -2575921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2575921.000000 Penalty: 4911.236328
	Iteration 34F: 3 clusters Score -2575921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Entering Unmasked Estep 
Score: -300570.906250 Penalty: 1957.513306
	Iteration 0F: 2 clusters Score -300570.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -297739.593750 Penalty: 3915.026611
	Iteration 0F: 3 clusters Score -297739.6 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -299552.375000 Penalty: 3915.026611
	Iteration 1F: 3 clusters Score -299552.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -300945.031250 Penalty: 3915.026611
	Iteration 2F: 3 clusters Score -300945 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -301540.750000 Penalty: 3915.026611
	Iteration 3F: 3 clusters Score -301540.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -301875.531250 Penalty: 3915.026611
	Iteration 4F: 3 clusters Score -301875.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -302012.250000 Penalty: 3915.026611
	Iteration 5Q: 3 clusters Score -302012.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -302079.781250 Penalty: 3915.026611
	Iteration 6Q: 3 clusters Score -302079.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -302100.562500 Penalty: 3915.026611
	Iteration 7Q: 3 clusters Score -302100.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -302115.125000 Penalty: 3915.026611
	Iteration 8Q: 3 clusters Score -302115.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -302119.906250 Penalty: 3915.026611
	Iteration 9Q: 3 clusters Score -302119.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -302133.500000 Penalty: 3915.026611
	Iteration 10Q: 3 clusters Score -302133.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -302148.406250 Penalty: 3915.026611
	Iteration 11Q: 3 clusters Score -302148.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -302183.750000 Penalty: 3915.026611
	Iteration 12Q: 3 clusters Score -302183.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -302207.031250 Penalty: 3915.026611
	Iteration 13Q: 3 clusters Score -302207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -302211.812500 Penalty: 3915.026611
	Iteration 14Q: 3 clusters Score -302211.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -302216.406250 Penalty: 3915.026611
	Iteration 15Q: 3 clusters Score -302216.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -302223.562500 Penalty: 3915.026611
	Iteration 16Q: 3 clusters Score -302223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -302227.187500 Penalty: 3915.026611
	Iteration 17Q: 3 clusters Score -302227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -302238.968750 Penalty: 3915.026611
	Iteration 18Q: 3 clusters Score -302239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -302253.687500 Penalty: 3915.026611
	Iteration 19Q: 3 clusters Score -302253.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -302256.875000 Penalty: 3915.026611
	Iteration 20F: 3 clusters Score -302256.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -302259.843750 Penalty: 3915.026611
	Iteration 21Q: 3 clusters Score -302259.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -302261.468750 Penalty: 3915.026611
	Iteration 22Q: 3 clusters Score -302261.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -302263.625000 Penalty: 3915.026611
	Iteration 23Q: 3 clusters Score -302263.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -302264.656250 Penalty: 3915.026611
	Iteration 24Q: 3 clusters Score -302264.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -302266.218750 Penalty: 3915.026611
	Iteration 25Q: 3 clusters Score -302266.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -302269.718750 Penalty: 3915.026611
	Iteration 26Q: 3 clusters Score -302269.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -302273.250000 Penalty: 3915.026611
	Iteration 27Q: 3 clusters Score -302273.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -302275.062500 Penalty: 3915.026611
	Iteration 28Q: 3 clusters Score -302275.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -302275.843750 Penalty: 3915.026611
	Iteration 29Q: 3 clusters Score -302275.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -302275.843750 Penalty: 3915.026611
	Iteration 30F: 3 clusters Score -302275.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 108379 members 
Mstep: Class 5 contains 27129 members 
Mstep: Class 6 contains 10793 members 
Mstep: Class 7 contains 37167 members 
Mstep: Class 8 contains 39074 members 
Mstep: Class 9 contains 832 members 
Mstep: Class 10 contains 19964 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 21752 members 
Mstep: Class 14 contains 30923 members 
Mstep: Class 15 contains 14260 members 
Mstep: Class 16 contains 36291 members 
Mstep: Class 17 contains 129984 members 
Mstep: Class 18 contains 14133 members 
Mstep: Class 19 contains 13826 members 
Mstep: Class 20 contains 23825 members 
Mstep: Class 21 contains 4272 members 
Mstep: Class 22 contains 1832 members 
Mstep: Class 23 contains 19637 members 
Mstep: Class 24 contains 2863 members 
Mstep: Class 25 contains 1301 members 
Entering Unmasked Estep 
Score: -73800352.000000 Penalty: 82272.671875
Splitting cluster 11 changes total score from -73757928.000000 to -73800352.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (4494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Entering Unmasked Estep 
Score: -555228.500000 Penalty: 2085.803711
	Iteration 0F: 2 clusters Score -555228.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -550982.375000 Penalty: 4171.607422
	Iteration 0F: 3 clusters Score -550982.4 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -552039.687500 Penalty: 4171.607422
	Iteration 1F: 3 clusters Score -552039.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -552292.375000 Penalty: 4171.607422
	Iteration 2F: 3 clusters Score -552292.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -552533.750000 Penalty: 4171.607422
	Iteration 3F: 3 clusters Score -552533.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -552746.000000 Penalty: 4171.607422
	Iteration 4F: 3 clusters Score -552746 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -552939.812500 Penalty: 4171.607422
	Iteration 5F: 3 clusters Score -552939.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -553109.500000 Penalty: 4171.607422
	Iteration 6Q: 3 clusters Score -553109.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -553249.125000 Penalty: 4171.607422
	Iteration 7Q: 3 clusters Score -553249.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -553354.250000 Penalty: 4171.607422
	Iteration 8Q: 3 clusters Score -553354.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -553438.937500 Penalty: 4171.607422
	Iteration 9Q: 3 clusters Score -553438.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -553526.750000 Penalty: 4171.607422
	Iteration 10Q: 3 clusters Score -553526.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -553618.312500 Penalty: 4171.607422
	Iteration 11Q: 3 clusters Score -553618.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -553672.437500 Penalty: 4171.607422
	Iteration 12Q: 3 clusters Score -553672.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -553724.250000 Penalty: 4171.607422
	Iteration 13Q: 3 clusters Score -553724.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -553767.125000 Penalty: 4171.607422
	Iteration 14Q: 3 clusters Score -553767.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -553798.375000 Penalty: 4171.607422
	Iteration 15Q: 3 clusters Score -553798.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -553820.750000 Penalty: 4171.607422
	Iteration 16Q: 3 clusters Score -553820.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -553838.687500 Penalty: 4171.607422
	Iteration 17Q: 3 clusters Score -553838.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -553859.687500 Penalty: 4171.607422
	Iteration 18Q: 3 clusters Score -553859.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -553877.125000 Penalty: 4171.607422
	Iteration 19Q: 3 clusters Score -553877.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -553894.750000 Penalty: 4171.607422
	Iteration 20F: 3 clusters Score -553894.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -553904.250000 Penalty: 4171.607422
	Iteration 21Q: 3 clusters Score -553904.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -553913.812500 Penalty: 4171.607422
	Iteration 22Q: 3 clusters Score -553913.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -553917.687500 Penalty: 4171.607422
	Iteration 23Q: 3 clusters Score -553917.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -553928.062500 Penalty: 4171.607422
	Iteration 24Q: 3 clusters Score -553928.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -553934.437500 Penalty: 4171.607422
	Iteration 25Q: 3 clusters Score -553934.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -553947.437500 Penalty: 4171.607422
	Iteration 26Q: 3 clusters Score -553947.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -553958.187500 Penalty: 4171.607422
	Iteration 27Q: 3 clusters Score -553958.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -553963.562500 Penalty: 4171.607422
	Iteration 28Q: 3 clusters Score -553963.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -553969.437500 Penalty: 4171.607422
	Iteration 29Q: 3 clusters Score -553969.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -553973.062500 Penalty: 4171.607422
	Iteration 30Q: 3 clusters Score -553973.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -553976.062500 Penalty: 4171.607422
	Iteration 31Q: 3 clusters Score -553976.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -553985.000000 Penalty: 4171.607422
	Iteration 32Q: 3 clusters Score -553985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -553990.375000 Penalty: 4171.607422
	Iteration 33Q: 3 clusters Score -553990.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -553992.250000 Penalty: 4171.607422
	Iteration 34Q: 3 clusters Score -553992.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -553996.875000 Penalty: 4171.607422
	Iteration 35Q: 3 clusters Score -553996.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -554000.437500 Penalty: 4171.607422
	Iteration 36Q: 3 clusters Score -554000.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -554002.250000 Penalty: 4171.607422
	Iteration 37Q: 3 clusters Score -554002.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -554005.625000 Penalty: 4171.607422
	Iteration 38Q: 3 clusters Score -554005.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -554010.312500 Penalty: 4171.607422
	Iteration 39Q: 3 clusters Score -554010.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -554013.062500 Penalty: 4171.607422
	Iteration 40F: 3 clusters Score -554013.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -554016.687500 Penalty: 4171.607422
	Iteration 41Q: 3 clusters Score -554016.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -554017.062500 Penalty: 4171.607422
	Iteration 42Q: 3 clusters Score -554017.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -554018.562500 Penalty: 4171.607422
	Iteration 43Q: 3 clusters Score -554018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -554017.875000 Penalty: 4171.607422
	Iteration 44Q: 3 clusters Score -554017.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -554017.875000 Penalty: 4171.607422
	Iteration 45F: 3 clusters Score -554017.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Entering Unmasked Estep 
Score: -2817794.000000 Penalty: 2476.890381
	Iteration 0F: 2 clusters Score -2817794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2802603.750000 Penalty: 4953.780762
	Iteration 0F: 3 clusters Score -2802604 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2808079.500000 Penalty: 4953.780762
	Iteration 1F: 3 clusters Score -2808080 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2808887.000000 Penalty: 4953.780762
	Iteration 2F: 3 clusters Score -2808887 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2809772.250000 Penalty: 4953.780762
	Iteration 3F: 3 clusters Score -2809772 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2810701.750000 Penalty: 4953.780762
	Iteration 4F: 3 clusters Score -2810702 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2811710.500000 Penalty: 4953.780762
	Iteration 5F: 3 clusters Score -2811710 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2812688.000000 Penalty: 4953.780762
	Iteration 6F: 3 clusters Score -2812688 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2813650.250000 Penalty: 4953.780762
	Iteration 7F: 3 clusters Score -2813650 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2814490.500000 Penalty: 4953.780762
	Iteration 8F: 3 clusters Score -2814490 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2815244.500000 Penalty: 4953.780762
	Iteration 9Q: 3 clusters Score -2815244 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2815783.000000 Penalty: 4953.780762
	Iteration 10Q: 3 clusters Score -2815783 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2816084.500000 Penalty: 4953.780762
	Iteration 11Q: 3 clusters Score -2816084 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2816206.000000 Penalty: 4953.780762
	Iteration 12Q: 3 clusters Score -2816206 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2816280.500000 Penalty: 4953.780762
	Iteration 13Q: 3 clusters Score -2816280 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2816332.750000 Penalty: 4953.780762
	Iteration 14Q: 3 clusters Score -2816333 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2816354.750000 Penalty: 4953.780762
	Iteration 15Q: 3 clusters Score -2816355 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2816368.750000 Penalty: 4953.780762
	Iteration 16Q: 3 clusters Score -2816369 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2816372.500000 Penalty: 4953.780762
	Iteration 17Q: 3 clusters Score -2816372 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2816385.000000 Penalty: 4953.780762
	Iteration 18Q: 3 clusters Score -2816385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2816392.250000 Penalty: 4953.780762
	Iteration 19Q: 3 clusters Score -2816392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2816401.250000 Penalty: 4953.780762
	Iteration 20F: 3 clusters Score -2816401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2816405.750000 Penalty: 4953.780762
	Iteration 21Q: 3 clusters Score -2816406 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2816418.000000 Penalty: 4953.780762
	Iteration 22Q: 3 clusters Score -2816418 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2816425.500000 Penalty: 4953.780762
	Iteration 23Q: 3 clusters Score -2816426 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2816433.000000 Penalty: 4953.780762
	Iteration 24Q: 3 clusters Score -2816433 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2816432.250000 Penalty: 4953.780762
	Iteration 25Q: 3 clusters Score -2816432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2816438.750000 Penalty: 4953.780762
	Iteration 26Q: 3 clusters Score -2816439 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2816450.500000 Penalty: 4953.780762
	Iteration 27Q: 3 clusters Score -2816450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2816448.500000 Penalty: 4953.780762
	Iteration 28Q: 3 clusters Score -2816448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2816452.750000 Penalty: 4953.780762
	Iteration 29Q: 3 clusters Score -2816453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2816449.250000 Penalty: 4953.780762
	Iteration 30Q: 3 clusters Score -2816449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2816453.500000 Penalty: 4953.780762
	Iteration 31Q: 3 clusters Score -2816454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2816457.750000 Penalty: 4953.780762
	Iteration 32Q: 3 clusters Score -2816458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2816464.500000 Penalty: 4953.780762
	Iteration 33Q: 3 clusters Score -2816464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2816464.750000 Penalty: 4953.780762
	Iteration 34Q: 3 clusters Score -2816465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2816466.500000 Penalty: 4953.780762
	Iteration 35Q: 3 clusters Score -2816466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2816464.500000 Penalty: 4953.780762
	Iteration 36Q: 3 clusters Score -2816464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2816469.500000 Penalty: 4953.780762
	Iteration 37Q: 3 clusters Score -2816470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2816463.250000 Penalty: 4953.780762
	Iteration 38Q: 3 clusters Score -2816463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2816472.250000 Penalty: 4953.780762
	Iteration 39Q: 3 clusters Score -2816472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2816467.750000 Penalty: 4953.780762
	Iteration 40F: 3 clusters Score -2816468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2816473.500000 Penalty: 4953.780762
	Iteration 41Q: 3 clusters Score -2816474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2816477.500000 Penalty: 4953.780762
	Iteration 42Q: 3 clusters Score -2816478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2816473.000000 Penalty: 4953.780762
	Iteration 43Q: 3 clusters Score -2816473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2816474.250000 Penalty: 4953.780762
	Iteration 44Q: 3 clusters Score -2816474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2816470.500000 Penalty: 4953.780762
	Iteration 45Q: 3 clusters Score -2816470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2816470.500000 Penalty: 4953.780762
	Iteration 46F: 3 clusters Score -2816470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Entering Unmasked Estep 
Score: -4016885.000000 Penalty: 2564.135254
	Iteration 0F: 2 clusters Score -4016885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -3995853.000000 Penalty: 5128.270508
	Iteration 0F: 3 clusters Score -3995853 nChanged 13904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -4004050.000000 Penalty: 5128.270508
	Iteration 1F: 3 clusters Score -4004050 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -4005719.500000 Penalty: 5128.270508
	Iteration 2F: 3 clusters Score -4005720 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -4007848.500000 Penalty: 5128.270508
	Iteration 3F: 3 clusters Score -4007848 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -4010078.000000 Penalty: 5128.270508
	Iteration 4F: 3 clusters Score -4010078 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -4011839.000000 Penalty: 5128.270508
	Iteration 5F: 3 clusters Score -4011839 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -4012982.000000 Penalty: 5128.270508
	Iteration 6F: 3 clusters Score -4012982 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -4013728.750000 Penalty: 5128.270508
	Iteration 7Q: 3 clusters Score -4013729 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -4014242.250000 Penalty: 5128.270508
	Iteration 8Q: 3 clusters Score -4014242 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -4014607.000000 Penalty: 5128.270508
	Iteration 9Q: 3 clusters Score -4014607 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -4014886.750000 Penalty: 5128.270508
	Iteration 10Q: 3 clusters Score -4014887 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -4015069.500000 Penalty: 5128.270508
	Iteration 11Q: 3 clusters Score -4015070 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -4015249.250000 Penalty: 5128.270508
	Iteration 12Q: 3 clusters Score -4015249 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -4015410.750000 Penalty: 5128.270508
	Iteration 13Q: 3 clusters Score -4015411 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -4015610.000000 Penalty: 5128.270508
	Iteration 14Q: 3 clusters Score -4015610 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -4015787.000000 Penalty: 5128.270508
	Iteration 15Q: 3 clusters Score -4015787 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -4015957.000000 Penalty: 5128.270508
	Iteration 16Q: 3 clusters Score -4015957 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -4016167.250000 Penalty: 5128.270508
	Iteration 17Q: 3 clusters Score -4016167 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -4016374.250000 Penalty: 5128.270508
	Iteration 18Q: 3 clusters Score -4016374 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -4016578.750000 Penalty: 5128.270508
	Iteration 19Q: 3 clusters Score -4016579 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -4016784.250000 Penalty: 5128.270508
	Iteration 20F: 3 clusters Score -4016784 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -4017019.500000 Penalty: 5128.270508
	Iteration 21Q: 3 clusters Score -4017020 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -4017275.000000 Penalty: 5128.270508
	Iteration 22Q: 3 clusters Score -4017275 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -4017548.750000 Penalty: 5128.270508
	Iteration 23Q: 3 clusters Score -4017549 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -4017835.500000 Penalty: 5128.270508
	Iteration 24Q: 3 clusters Score -4017836 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -4018122.750000 Penalty: 5128.270508
	Iteration 25Q: 3 clusters Score -4018123 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -4018323.250000 Penalty: 5128.270508
	Iteration 26Q: 3 clusters Score -4018323 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -4018474.250000 Penalty: 5128.270508
	Iteration 27Q: 3 clusters Score -4018474 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -4018633.750000 Penalty: 5128.270508
	Iteration 28Q: 3 clusters Score -4018634 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -4018708.500000 Penalty: 5128.270508
	Iteration 29Q: 3 clusters Score -4018708 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -4018747.750000 Penalty: 5128.270508
	Iteration 30Q: 3 clusters Score -4018748 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -4018761.750000 Penalty: 5128.270508
	Iteration 31Q: 3 clusters Score -4018762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -4018765.750000 Penalty: 5128.270508
	Iteration 32Q: 3 clusters Score -4018766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -4018774.000000 Penalty: 5128.270508
	Iteration 33Q: 3 clusters Score -4018774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -4018781.000000 Penalty: 5128.270508
	Iteration 34Q: 3 clusters Score -4018781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -4018780.750000 Penalty: 5128.270508
	Iteration 35Q: 3 clusters Score -4018781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -4018781.250000 Penalty: 5128.270508
	Iteration 36Q: 3 clusters Score -4018781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -4018784.750000 Penalty: 5128.270508
	Iteration 37Q: 3 clusters Score -4018785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -4018783.250000 Penalty: 5128.270508
	Iteration 38Q: 3 clusters Score -4018783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -4018783.250000 Penalty: 5128.270508
	Iteration 39Q: 3 clusters Score -4018783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -4018782.000000 Penalty: 5128.270508
	Iteration 40F: 3 clusters Score -4018782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -4018781.500000 Penalty: 5128.270508
	Iteration 41Q: 3 clusters Score -4018782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -4018777.500000 Penalty: 5128.270508
	Iteration 42Q: 3 clusters Score -4018778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -4018779.250000 Penalty: 5128.270508
	Iteration 43Q: 3 clusters Score -4018779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -4018780.000000 Penalty: 5128.270508
	Iteration 44Q: 3 clusters Score -4018780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -4018780.000000 Penalty: 5128.270508
	Iteration 45F: 3 clusters Score -4018780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 108379 members 
Mstep: Class 5 contains 27129 members 
Mstep: Class 6 contains 10793 members 
Mstep: Class 7 contains 37167 members 
Mstep: Class 8 contains 39074 members 
Mstep: Class 9 contains 832 members 
Mstep: Class 10 contains 19964 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 21752 members 
Mstep: Class 14 contains 1993 members 
Mstep: Class 15 contains 14260 members 
Mstep: Class 16 contains 36291 members 
Mstep: Class 17 contains 129984 members 
Mstep: Class 18 contains 14133 members 
Mstep: Class 19 contains 13826 members 
Mstep: Class 20 contains 23825 members 
Mstep: Class 21 contains 4272 members 
Mstep: Class 22 contains 1832 members 
Mstep: Class 23 contains 19637 members 
Mstep: Class 24 contains 2863 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 28930 members 
Entering Unmasked Estep 
Score: -73801416.000000 Penalty: 85563.578125
Splitting cluster 14 changes total score from -73757928.000000 to -73801416.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (14260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Entering Unmasked Estep 
Score: -1852081.250000 Penalty: 2372.173096
	Iteration 0F: 2 clusters Score -1852081 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 7184 members 
Entering Unmasked Estep 
Score: -1841761.000000 Penalty: 4744.346191
	Iteration 0F: 3 clusters Score -1841761 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1845065.250000 Penalty: 4744.346191
	Iteration 1F: 3 clusters Score -1845065 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1845467.750000 Penalty: 4744.346191
	Iteration 2F: 3 clusters Score -1845468 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1845777.375000 Penalty: 4744.346191
	Iteration 3F: 3 clusters Score -1845777 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1846052.000000 Penalty: 4744.346191
	Iteration 4Q: 3 clusters Score -1846052 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1846324.375000 Penalty: 4744.346191
	Iteration 5Q: 3 clusters Score -1846324 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1846564.625000 Penalty: 4744.346191
	Iteration 6Q: 3 clusters Score -1846565 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1846822.000000 Penalty: 4744.346191
	Iteration 7Q: 3 clusters Score -1846822 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1847053.875000 Penalty: 4744.346191
	Iteration 8Q: 3 clusters Score -1847054 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1847297.375000 Penalty: 4744.346191
	Iteration 9Q: 3 clusters Score -1847297 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1847531.750000 Penalty: 4744.346191
	Iteration 10Q: 3 clusters Score -1847532 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1847775.500000 Penalty: 4744.346191
	Iteration 11Q: 3 clusters Score -1847776 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1848024.750000 Penalty: 4744.346191
	Iteration 12Q: 3 clusters Score -1848025 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1848247.125000 Penalty: 4744.346191
	Iteration 13Q: 3 clusters Score -1848247 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1848481.000000 Penalty: 4744.346191
	Iteration 14Q: 3 clusters Score -1848481 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1848680.000000 Penalty: 4744.346191
	Iteration 15Q: 3 clusters Score -1848680 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1848846.125000 Penalty: 4744.346191
	Iteration 16Q: 3 clusters Score -1848846 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1848994.750000 Penalty: 4744.346191
	Iteration 17Q: 3 clusters Score -1848995 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1849119.625000 Penalty: 4744.346191
	Iteration 18Q: 3 clusters Score -1849120 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1849236.375000 Penalty: 4744.346191
	Iteration 19Q: 3 clusters Score -1849236 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1849353.375000 Penalty: 4744.346191
	Iteration 20F: 3 clusters Score -1849353 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1849453.875000 Penalty: 4744.346191
	Iteration 21Q: 3 clusters Score -1849454 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1849542.500000 Penalty: 4744.346191
	Iteration 22Q: 3 clusters Score -1849542 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1849623.000000 Penalty: 4744.346191
	Iteration 23Q: 3 clusters Score -1849623 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1849697.250000 Penalty: 4744.346191
	Iteration 24Q: 3 clusters Score -1849697 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1849744.500000 Penalty: 4744.346191
	Iteration 25Q: 3 clusters Score -1849744 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1849793.500000 Penalty: 4744.346191
	Iteration 26Q: 3 clusters Score -1849794 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1849835.875000 Penalty: 4744.346191
	Iteration 27Q: 3 clusters Score -1849836 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1849880.750000 Penalty: 4744.346191
	Iteration 28Q: 3 clusters Score -1849881 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1849914.000000 Penalty: 4744.346191
	Iteration 29Q: 3 clusters Score -1849914 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1849942.625000 Penalty: 4744.346191
	Iteration 30Q: 3 clusters Score -1849943 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1849981.875000 Penalty: 4744.346191
	Iteration 31Q: 3 clusters Score -1849982 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1850018.500000 Penalty: 4744.346191
	Iteration 32Q: 3 clusters Score -1850018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1850059.500000 Penalty: 4744.346191
	Iteration 33Q: 3 clusters Score -1850060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1850084.375000 Penalty: 4744.346191
	Iteration 34Q: 3 clusters Score -1850084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1850105.875000 Penalty: 4744.346191
	Iteration 35Q: 3 clusters Score -1850106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1850133.000000 Penalty: 4744.346191
	Iteration 36Q: 3 clusters Score -1850133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1850154.000000 Penalty: 4744.346191
	Iteration 37Q: 3 clusters Score -1850154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1850170.250000 Penalty: 4744.346191
	Iteration 38Q: 3 clusters Score -1850170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1850178.125000 Penalty: 4744.346191
	Iteration 39Q: 3 clusters Score -1850178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1850182.000000 Penalty: 4744.346191
	Iteration 40F: 3 clusters Score -1850182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1850191.875000 Penalty: 4744.346191
	Iteration 41Q: 3 clusters Score -1850192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1850205.500000 Penalty: 4744.346191
	Iteration 42Q: 3 clusters Score -1850206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1850210.250000 Penalty: 4744.346191
	Iteration 43Q: 3 clusters Score -1850210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1850216.375000 Penalty: 4744.346191
	Iteration 44Q: 3 clusters Score -1850216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1850223.000000 Penalty: 4744.346191
	Iteration 45Q: 3 clusters Score -1850223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1850223.375000 Penalty: 4744.346191
	Iteration 46Q: 3 clusters Score -1850223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1850224.000000 Penalty: 4744.346191
	Iteration 47Q: 3 clusters Score -1850224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1850225.500000 Penalty: 4744.346191
	Iteration 48Q: 3 clusters Score -1850226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1850225.625000 Penalty: 4744.346191
	Iteration 49Q: 3 clusters Score -1850226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1850226.125000 Penalty: 4744.346191
	Iteration 50Q: 3 clusters Score -1850226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1850228.250000 Penalty: 4744.346191
	Iteration 51Q: 3 clusters Score -1850228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1850227.375000 Penalty: 4744.346191
	Iteration 52Q: 3 clusters Score -1850227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1850231.125000 Penalty: 4744.346191
	Iteration 53Q: 3 clusters Score -1850231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1850233.750000 Penalty: 4744.346191
	Iteration 54Q: 3 clusters Score -1850234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1850236.125000 Penalty: 4744.346191
	Iteration 55Q: 3 clusters Score -1850236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1850236.375000 Penalty: 4744.346191
	Iteration 56Q: 3 clusters Score -1850236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1850240.250000 Penalty: 4744.346191
	Iteration 57Q: 3 clusters Score -1850240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1850240.500000 Penalty: 4744.346191
	Iteration 58Q: 3 clusters Score -1850240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1850239.500000 Penalty: 4744.346191
	Iteration 59Q: 3 clusters Score -1850240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -1850240.250000 Penalty: 4744.346191
	Iteration 60F: 3 clusters Score -1850240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1850238.875000 Penalty: 4744.346191
	Iteration 61Q: 3 clusters Score -1850239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1850241.000000 Penalty: 4744.346191
	Iteration 62Q: 3 clusters Score -1850241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1850242.375000 Penalty: 4744.346191
	Iteration 63Q: 3 clusters Score -1850242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1850241.000000 Penalty: 4744.346191
	Iteration 64Q: 3 clusters Score -1850241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1850244.000000 Penalty: 4744.346191
	Iteration 65Q: 3 clusters Score -1850244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1850243.125000 Penalty: 4744.346191
	Iteration 66Q: 3 clusters Score -1850243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1850244.500000 Penalty: 4744.346191
	Iteration 67Q: 3 clusters Score -1850244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1850246.750000 Penalty: 4744.346191
	Iteration 68Q: 3 clusters Score -1850247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1850247.750000 Penalty: 4744.346191
	Iteration 69Q: 3 clusters Score -1850248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1850247.750000 Penalty: 4744.346191
	Iteration 70Q: 3 clusters Score -1850248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1850247.750000 Penalty: 4744.346191
	Iteration 71F: 3 clusters Score -1850248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Entering Unmasked Estep 
Score: -4770863.000000 Penalty: 2603.832520
	Iteration 0F: 2 clusters Score -4770863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -4746112.500000 Penalty: 5207.665039
	Iteration 0F: 3 clusters Score -4746112 nChanged 16548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -4755384.000000 Penalty: 5207.665039
	Iteration 1F: 3 clusters Score -4755384 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -4756214.500000 Penalty: 5207.665039
	Iteration 2F: 3 clusters Score -4756214 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -4757307.500000 Penalty: 5207.665039
	Iteration 3F: 3 clusters Score -4757308 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -4758860.000000 Penalty: 5207.665039
	Iteration 4F: 3 clusters Score -4758860 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -4760881.000000 Penalty: 5207.665039
	Iteration 5F: 3 clusters Score -4760881 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -4762967.000000 Penalty: 5207.665039
	Iteration 6F: 3 clusters Score -4762967 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -4764817.000000 Penalty: 5207.665039
	Iteration 7F: 3 clusters Score -4764817 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -4766357.000000 Penalty: 5207.665039
	Iteration 8F: 3 clusters Score -4766357 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -4767774.000000 Penalty: 5207.665039
	Iteration 9Q: 3 clusters Score -4767774 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -4769076.500000 Penalty: 5207.665039
	Iteration 10Q: 3 clusters Score -4769076 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -4769955.500000 Penalty: 5207.665039
	Iteration 11Q: 3 clusters Score -4769956 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -4770452.000000 Penalty: 5207.665039
	Iteration 12Q: 3 clusters Score -4770452 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -4770723.500000 Penalty: 5207.665039
	Iteration 13Q: 3 clusters Score -4770724 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -4770925.000000 Penalty: 5207.665039
	Iteration 14Q: 3 clusters Score -4770925 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -4771095.000000 Penalty: 5207.665039
	Iteration 15Q: 3 clusters Score -4771095 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4771188.000000 Penalty: 5207.665039
	Iteration 16Q: 3 clusters Score -4771188 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -4771264.000000 Penalty: 5207.665039
	Iteration 17Q: 3 clusters Score -4771264 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -4771336.500000 Penalty: 5207.665039
	Iteration 18Q: 3 clusters Score -4771336 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -4771432.000000 Penalty: 5207.665039
	Iteration 19Q: 3 clusters Score -4771432 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -4771577.000000 Penalty: 5207.665039
	Iteration 20F: 3 clusters Score -4771577 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -4771787.000000 Penalty: 5207.665039
	Iteration 21Q: 3 clusters Score -4771787 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -4772038.000000 Penalty: 5207.665039
	Iteration 22Q: 3 clusters Score -4772038 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4772188.000000 Penalty: 5207.665039
	Iteration 23Q: 3 clusters Score -4772188 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -4772227.000000 Penalty: 5207.665039
	Iteration 24Q: 3 clusters Score -4772227 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -4772247.000000 Penalty: 5207.665039
	Iteration 25Q: 3 clusters Score -4772247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -4772251.500000 Penalty: 5207.665039
	Iteration 26Q: 3 clusters Score -4772252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -4772254.000000 Penalty: 5207.665039
	Iteration 27Q: 3 clusters Score -4772254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4772251.000000 Penalty: 5207.665039
	Iteration 28Q: 3 clusters Score -4772251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -4772248.500000 Penalty: 5207.665039
	Iteration 29Q: 3 clusters Score -4772248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -4772250.000000 Penalty: 5207.665039
	Iteration 30Q: 3 clusters Score -4772250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -4772253.000000 Penalty: 5207.665039
	Iteration 31Q: 3 clusters Score -4772253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4772250.500000 Penalty: 5207.665039
	Iteration 32Q: 3 clusters Score -4772250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4772250.500000 Penalty: 5207.665039
	Iteration 33F: 3 clusters Score -4772250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 108379 members 
Mstep: Class 5 contains 27129 members 
Mstep: Class 6 contains 10793 members 
Mstep: Class 7 contains 37167 members 
Mstep: Class 8 contains 39074 members 
Mstep: Class 9 contains 832 members 
Mstep: Class 10 contains 19964 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 21752 members 
Mstep: Class 14 contains 1993 members 
Mstep: Class 15 contains 14260 members 
Mstep: Class 16 contains 32866 members 
Mstep: Class 17 contains 129984 members 
Mstep: Class 18 contains 14133 members 
Mstep: Class 19 contains 13826 members 
Mstep: Class 20 contains 23825 members 
Mstep: Class 21 contains 4272 members 
Mstep: Class 22 contains 1832 members 
Mstep: Class 23 contains 19637 members 
Mstep: Class 24 contains 2863 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 28930 members 
Mstep: Class 27 contains 3425 members 
Entering Unmasked Estep 
Score: -73801984.000000 Penalty: 88854.484375
Splitting cluster 16 changes total score from -73757928.000000 to -73801984.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (129984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129984 members 
Entering Unmasked Estep 
Score: -17091518.000000 Penalty: 2920.241211
	Iteration 0F: 2 clusters Score -1.709152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -17005100.000000 Penalty: 5840.482422
	Iteration 0F: 3 clusters Score -1.70051e+07 nChanged 61714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -17041154.000000 Penalty: 5840.482422
	Iteration 1F: 3 clusters Score -1.704115e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68503 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -17043230.000000 Penalty: 5840.482422
	Iteration 2Q: 3 clusters Score -1.704323e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70038 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -17046590.000000 Penalty: 5840.482422
	Iteration 3Q: 3 clusters Score -1.704659e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71316 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
Score: -17050902.000000 Penalty: 5840.482422
	Iteration 4F: 3 clusters Score -1.70509e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71907 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -17055058.000000 Penalty: 5840.482422
	Iteration 5F: 3 clusters Score -1.705506e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -17059112.000000 Penalty: 5840.482422
	Iteration 6F: 3 clusters Score -1.705911e+07 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70963 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -17062716.000000 Penalty: 5840.482422
	Iteration 7F: 3 clusters Score -1.706272e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69754 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -17066264.000000 Penalty: 5840.482422
	Iteration 8F: 3 clusters Score -1.706626e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68137 members 
Mstep: Class 2 contains 61847 members 
Entering Unmasked Estep 
Score: -17069024.000000 Penalty: 5840.482422
	Iteration 9Q: 3 clusters Score -1.706902e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 63522 members 
Entering Unmasked Estep 
Score: -17070862.000000 Penalty: 5840.482422
	Iteration 10Q: 3 clusters Score -1.707086e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64835 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -17072126.000000 Penalty: 5840.482422
	Iteration 11Q: 3 clusters Score -1.707213e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -17072772.000000 Penalty: 5840.482422
	Iteration 12Q: 3 clusters Score -1.707277e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -17073190.000000 Penalty: 5840.482422
	Iteration 13Q: 3 clusters Score -1.707319e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60244 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -17073562.000000 Penalty: 5840.482422
	Iteration 14Q: 3 clusters Score -1.707356e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -17073920.000000 Penalty: 5840.482422
	Iteration 15Q: 3 clusters Score -1.707392e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57087 members 
Mstep: Class 2 contains 72897 members 
Entering Unmasked Estep 
Score: -17074172.000000 Penalty: 5840.482422
	Iteration 16Q: 3 clusters Score -1.707417e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 74588 members 
Entering Unmasked Estep 
Score: -17074664.000000 Penalty: 5840.482422
	Iteration 17Q: 3 clusters Score -1.707466e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 76341 members 
Entering Unmasked Estep 
Score: -17075104.000000 Penalty: 5840.482422
	Iteration 18Q: 3 clusters Score -1.70751e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -17075506.000000 Penalty: 5840.482422
	Iteration 19Q: 3 clusters Score -1.707551e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 80290 members 
Entering Unmasked Estep 
Score: -17076048.000000 Penalty: 5840.482422
	Iteration 20F: 3 clusters Score -1.707605e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 82498 members 
Entering Unmasked Estep 
Score: -17076646.000000 Penalty: 5840.482422
	Iteration 21Q: 3 clusters Score -1.707665e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 84874 members 
Entering Unmasked Estep 
Score: -17077278.000000 Penalty: 5840.482422
	Iteration 22Q: 3 clusters Score -1.707728e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 87414 members 
Entering Unmasked Estep 
Score: -17078072.000000 Penalty: 5840.482422
	Iteration 23Q: 3 clusters Score -1.707807e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 90137 members 
Entering Unmasked Estep 
Score: -17079034.000000 Penalty: 5840.482422
	Iteration 24Q: 3 clusters Score -1.707903e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 93084 members 
Entering Unmasked Estep 
Score: -17080110.000000 Penalty: 5840.482422
	Iteration 25Q: 3 clusters Score -1.708011e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 96268 members 
Entering Unmasked Estep 
Score: -17081356.000000 Penalty: 5840.482422
	Iteration 26Q: 3 clusters Score -1.708136e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 99727 members 
Entering Unmasked Estep 
Score: -17083102.000000 Penalty: 5840.482422
	Iteration 27Q: 3 clusters Score -1.70831e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 103298 members 
Entering Unmasked Estep 
Score: -17084944.000000 Penalty: 5840.482422
	Iteration 28Q: 3 clusters Score -1.708494e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 106902 members 
Entering Unmasked Estep 
Score: -17086966.000000 Penalty: 5840.482422
	Iteration 29Q: 3 clusters Score -1.708697e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 110445 members 
Entering Unmasked Estep 
Score: -17089154.000000 Penalty: 5840.482422
	Iteration 30Q: 3 clusters Score -1.708915e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 113763 members 
Entering Unmasked Estep 
Score: -17091180.000000 Penalty: 5840.482422
	Iteration 31Q: 3 clusters Score -1.709118e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 116749 members 
Entering Unmasked Estep 
Score: -17093168.000000 Penalty: 5840.482422
	Iteration 32Q: 3 clusters Score -1.709317e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 119297 members 
Entering Unmasked Estep 
Score: -17094770.000000 Penalty: 5840.482422
	Iteration 33Q: 3 clusters Score -1.709477e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 121259 members 
Entering Unmasked Estep 
Score: -17095914.000000 Penalty: 5840.482422
	Iteration 34Q: 3 clusters Score -1.709591e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 122705 members 
Entering Unmasked Estep 
Score: -17096808.000000 Penalty: 5840.482422
	Iteration 35Q: 3 clusters Score -1.709681e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 123755 members 
Entering Unmasked Estep 
Score: -17097422.000000 Penalty: 5840.482422
	Iteration 36Q: 3 clusters Score -1.709742e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 124521 members 
Entering Unmasked Estep 
Score: -17097888.000000 Penalty: 5840.482422
	Iteration 37Q: 3 clusters Score -1.709789e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 125063 members 
Entering Unmasked Estep 
Score: -17098296.000000 Penalty: 5840.482422
	Iteration 38Q: 3 clusters Score -1.70983e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 125417 members 
Entering Unmasked Estep 
Score: -17098554.000000 Penalty: 5840.482422
	Iteration 39Q: 3 clusters Score -1.709855e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 125647 members 
Entering Unmasked Estep 
Score: -17098894.000000 Penalty: 5840.482422
	Iteration 40F: 3 clusters Score -1.709889e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 125919 members 
Entering Unmasked Estep 
Score: -17099176.000000 Penalty: 5840.482422
	Iteration 41Q: 3 clusters Score -1.709918e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 126102 members 
Entering Unmasked Estep 
Score: -17099330.000000 Penalty: 5840.482422
	Iteration 42Q: 3 clusters Score -1.709933e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 126189 members 
Entering Unmasked Estep 
Score: -17099380.000000 Penalty: 5840.482422
	Iteration 43Q: 3 clusters Score -1.709938e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 126234 members 
Entering Unmasked Estep 
Score: -17099390.000000 Penalty: 5840.482422
	Iteration 44Q: 3 clusters Score -1.709939e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 126259 members 
Entering Unmasked Estep 
Score: -17099372.000000 Penalty: 5840.482422
	Iteration 45Q: 3 clusters Score -1.709937e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 126275 members 
Entering Unmasked Estep 
Score: -17099396.000000 Penalty: 5840.482422
	Iteration 46Q: 3 clusters Score -1.70994e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 126283 members 
Entering Unmasked Estep 
Score: -17099394.000000 Penalty: 5840.482422
	Iteration 47Q: 3 clusters Score -1.709939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 126287 members 
Entering Unmasked Estep 
Score: -17099378.000000 Penalty: 5840.482422
	Iteration 48Q: 3 clusters Score -1.709938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 126293 members 
Entering Unmasked Estep 
Score: -17099396.000000 Penalty: 5840.482422
	Iteration 49Q: 3 clusters Score -1.70994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 126296 members 
Entering Unmasked Estep 
Score: -17099402.000000 Penalty: 5840.482422
	Iteration 50Q: 3 clusters Score -1.70994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 126297 members 
Entering Unmasked Estep 
Score: -17099394.000000 Penalty: 5840.482422
	Iteration 51Q: 3 clusters Score -1.709939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 126300 members 
Entering Unmasked Estep 
Score: -17099396.000000 Penalty: 5840.482422
	Iteration 52Q: 3 clusters Score -1.70994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 126301 members 
Entering Unmasked Estep 
Score: -17099396.000000 Penalty: 5840.482422
	Iteration 53Q: 3 clusters Score -1.70994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 126301 members 
Entering Unmasked Estep 
Score: -17099396.000000 Penalty: 5840.482422
	Iteration 54F: 3 clusters Score -1.70994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 108379 members 
Mstep: Class 5 contains 27129 members 
Mstep: Class 6 contains 10793 members 
Mstep: Class 7 contains 37167 members 
Mstep: Class 8 contains 39074 members 
Mstep: Class 9 contains 832 members 
Mstep: Class 10 contains 19964 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 21752 members 
Mstep: Class 14 contains 1993 members 
Mstep: Class 15 contains 14260 members 
Mstep: Class 16 contains 32866 members 
Mstep: Class 17 contains 3683 members 
Mstep: Class 18 contains 14133 members 
Mstep: Class 19 contains 13826 members 
Mstep: Class 20 contains 23825 members 
Mstep: Class 21 contains 4272 members 
Mstep: Class 22 contains 1832 members 
Mstep: Class 23 contains 19637 members 
Mstep: Class 24 contains 2863 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 28930 members 
Mstep: Class 27 contains 3425 members 
Mstep: Class 28 contains 126301 members 
Entering Unmasked Estep 
Score: -73810088.000000 Penalty: 92145.390625
Splitting cluster 17 changes total score from -73757928.000000 to -73810088.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (14133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Entering Unmasked Estep 
Score: -1722047.375000 Penalty: 2369.954346
	Iteration 0F: 2 clusters Score -1722047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1711700.500000 Penalty: 4739.908691
	Iteration 0F: 3 clusters Score -1711700 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1715009.875000 Penalty: 4739.908691
	Iteration 1F: 3 clusters Score -1715010 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1715578.875000 Penalty: 4739.908691
	Iteration 2F: 3 clusters Score -1715579 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1716291.125000 Penalty: 4739.908691
	Iteration 3F: 3 clusters Score -1716291 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1717167.875000 Penalty: 4739.908691
	Iteration 4F: 3 clusters Score -1717168 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1718170.375000 Penalty: 4739.908691
	Iteration 5F: 3 clusters Score -1718170 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1718968.250000 Penalty: 4739.908691
	Iteration 6F: 3 clusters Score -1718968 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1719521.625000 Penalty: 4739.908691
	Iteration 7F: 3 clusters Score -1719522 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1719882.500000 Penalty: 4739.908691
	Iteration 8Q: 3 clusters Score -1719882 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1720081.125000 Penalty: 4739.908691
	Iteration 9Q: 3 clusters Score -1720081 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1720234.750000 Penalty: 4739.908691
	Iteration 10Q: 3 clusters Score -1720235 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1720359.375000 Penalty: 4739.908691
	Iteration 11Q: 3 clusters Score -1720359 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1720444.125000 Penalty: 4739.908691
	Iteration 12Q: 3 clusters Score -1720444 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1720517.500000 Penalty: 4739.908691
	Iteration 13Q: 3 clusters Score -1720518 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1720593.250000 Penalty: 4739.908691
	Iteration 14Q: 3 clusters Score -1720593 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1720670.375000 Penalty: 4739.908691
	Iteration 15Q: 3 clusters Score -1720670 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1720750.875000 Penalty: 4739.908691
	Iteration 16Q: 3 clusters Score -1720751 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1720809.625000 Penalty: 4739.908691
	Iteration 17Q: 3 clusters Score -1720810 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1720854.500000 Penalty: 4739.908691
	Iteration 18Q: 3 clusters Score -1720854 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1720884.750000 Penalty: 4739.908691
	Iteration 19Q: 3 clusters Score -1720885 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1720921.750000 Penalty: 4739.908691
	Iteration 20F: 3 clusters Score -1720922 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1720950.125000 Penalty: 4739.908691
	Iteration 21Q: 3 clusters Score -1720950 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1720972.875000 Penalty: 4739.908691
	Iteration 22Q: 3 clusters Score -1720973 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1720996.375000 Penalty: 4739.908691
	Iteration 23Q: 3 clusters Score -1720996 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1721020.000000 Penalty: 4739.908691
	Iteration 24Q: 3 clusters Score -1721020 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1721033.125000 Penalty: 4739.908691
	Iteration 25Q: 3 clusters Score -1721033 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1721039.000000 Penalty: 4739.908691
	Iteration 26Q: 3 clusters Score -1721039 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1721059.500000 Penalty: 4739.908691
	Iteration 27Q: 3 clusters Score -1721060 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1721071.250000 Penalty: 4739.908691
	Iteration 28Q: 3 clusters Score -1721071 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1721082.875000 Penalty: 4739.908691
	Iteration 29Q: 3 clusters Score -1721083 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1721092.125000 Penalty: 4739.908691
	Iteration 30Q: 3 clusters Score -1721092 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1721106.625000 Penalty: 4739.908691
	Iteration 31Q: 3 clusters Score -1721107 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1721127.250000 Penalty: 4739.908691
	Iteration 32Q: 3 clusters Score -1721127 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1721144.750000 Penalty: 4739.908691
	Iteration 33Q: 3 clusters Score -1721145 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1721171.000000 Penalty: 4739.908691
	Iteration 34Q: 3 clusters Score -1721171 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1721187.500000 Penalty: 4739.908691
	Iteration 35Q: 3 clusters Score -1721188 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1721207.875000 Penalty: 4739.908691
	Iteration 36Q: 3 clusters Score -1721208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1721214.125000 Penalty: 4739.908691
	Iteration 37Q: 3 clusters Score -1721214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1721233.750000 Penalty: 4739.908691
	Iteration 38Q: 3 clusters Score -1721234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1721245.125000 Penalty: 4739.908691
	Iteration 39Q: 3 clusters Score -1721245 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1721251.375000 Penalty: 4739.908691
	Iteration 40F: 3 clusters Score -1721251 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1721257.000000 Penalty: 4739.908691
	Iteration 41Q: 3 clusters Score -1721257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1721257.500000 Penalty: 4739.908691
	Iteration 42Q: 3 clusters Score -1721258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1721259.875000 Penalty: 4739.908691
	Iteration 43Q: 3 clusters Score -1721260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1721261.125000 Penalty: 4739.908691
	Iteration 44Q: 3 clusters Score -1721261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1721262.125000 Penalty: 4739.908691
	Iteration 45Q: 3 clusters Score -1721262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1721264.750000 Penalty: 4739.908691
	Iteration 46Q: 3 clusters Score -1721265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1721266.750000 Penalty: 4739.908691
	Iteration 47Q: 3 clusters Score -1721267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1721270.250000 Penalty: 4739.908691
	Iteration 48Q: 3 clusters Score -1721270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1721270.125000 Penalty: 4739.908691
	Iteration 49Q: 3 clusters Score -1721270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1721269.000000 Penalty: 4739.908691
	Iteration 50Q: 3 clusters Score -1721269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1721269.375000 Penalty: 4739.908691
	Iteration 51Q: 3 clusters Score -1721269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1721268.000000 Penalty: 4739.908691
	Iteration 52Q: 3 clusters Score -1721268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1721268.625000 Penalty: 4739.908691
	Iteration 53Q: 3 clusters Score -1721269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1721271.250000 Penalty: 4739.908691
	Iteration 54Q: 3 clusters Score -1721271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1721271.500000 Penalty: 4739.908691
	Iteration 55Q: 3 clusters Score -1721272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1721274.625000 Penalty: 4739.908691
	Iteration 56Q: 3 clusters Score -1721275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1721273.125000 Penalty: 4739.908691
	Iteration 57Q: 3 clusters Score -1721273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1721272.250000 Penalty: 4739.908691
	Iteration 58Q: 3 clusters Score -1721272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1721275.250000 Penalty: 4739.908691
	Iteration 59Q: 3 clusters Score -1721275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1721276.750000 Penalty: 4739.908691
	Iteration 60F: 3 clusters Score -1721277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1721279.000000 Penalty: 4739.908691
	Iteration 61Q: 3 clusters Score -1721279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1721281.750000 Penalty: 4739.908691
	Iteration 62Q: 3 clusters Score -1721282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1721279.500000 Penalty: 4739.908691
	Iteration 63Q: 3 clusters Score -1721280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1721288.375000 Penalty: 4739.908691
	Iteration 64Q: 3 clusters Score -1721288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1721290.250000 Penalty: 4739.908691
	Iteration 65Q: 3 clusters Score -1721290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1721292.375000 Penalty: 4739.908691
	Iteration 66Q: 3 clusters Score -1721292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1721297.625000 Penalty: 4739.908691
	Iteration 67Q: 3 clusters Score -1721298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1721296.625000 Penalty: 4739.908691
	Iteration 68Q: 3 clusters Score -1721297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1721295.125000 Penalty: 4739.908691
	Iteration 69Q: 3 clusters Score -1721295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1721299.875000 Penalty: 4739.908691
	Iteration 70Q: 3 clusters Score -1721300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1721300.500000 Penalty: 4739.908691
	Iteration 71Q: 3 clusters Score -1721300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1721299.250000 Penalty: 4739.908691
	Iteration 72Q: 3 clusters Score -1721299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1721299.250000 Penalty: 4739.908691
	Iteration 73F: 3 clusters Score -1721299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Entering Unmasked Estep 
Score: -1770563.625000 Penalty: 2364.508057
	Iteration 0F: 2 clusters Score -1770564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1760467.875000 Penalty: 4729.016113
	Iteration 0F: 3 clusters Score -1760468 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1764146.125000 Penalty: 4729.016113
	Iteration 1F: 3 clusters Score -1764146 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1765693.250000 Penalty: 4729.016113
	Iteration 2F: 3 clusters Score -1765693 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1767661.375000 Penalty: 4729.016113
	Iteration 3F: 3 clusters Score -1767661 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1769587.625000 Penalty: 4729.016113
	Iteration 4F: 3 clusters Score -1769588 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1771053.250000 Penalty: 4729.016113
	Iteration 5F: 3 clusters Score -1771053 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1771984.125000 Penalty: 4729.016113
	Iteration 6F: 3 clusters Score -1771984 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1772622.125000 Penalty: 4729.016113
	Iteration 7Q: 3 clusters Score -1772622 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1773157.625000 Penalty: 4729.016113
	Iteration 8Q: 3 clusters Score -1773158 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1773765.000000 Penalty: 4729.016113
	Iteration 9Q: 3 clusters Score -1773765 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1774129.375000 Penalty: 4729.016113
	Iteration 10Q: 3 clusters Score -1774129 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1774206.750000 Penalty: 4729.016113
	Iteration 11Q: 3 clusters Score -1774207 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1774231.500000 Penalty: 4729.016113
	Iteration 12Q: 3 clusters Score -1774232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1774243.875000 Penalty: 4729.016113
	Iteration 13Q: 3 clusters Score -1774244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1774251.250000 Penalty: 4729.016113
	Iteration 14Q: 3 clusters Score -1774251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1774258.500000 Penalty: 4729.016113
	Iteration 15Q: 3 clusters Score -1774258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1774261.625000 Penalty: 4729.016113
	Iteration 16Q: 3 clusters Score -1774262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1774268.625000 Penalty: 4729.016113
	Iteration 17Q: 3 clusters Score -1774269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1774271.250000 Penalty: 4729.016113
	Iteration 18Q: 3 clusters Score -1774271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1774271.625000 Penalty: 4729.016113
	Iteration 19Q: 3 clusters Score -1774272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1774272.375000 Penalty: 4729.016113
	Iteration 20F: 3 clusters Score -1774272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1774274.625000 Penalty: 4729.016113
	Iteration 21Q: 3 clusters Score -1774275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1774276.875000 Penalty: 4729.016113
	Iteration 22Q: 3 clusters Score -1774277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1774275.875000 Penalty: 4729.016113
	Iteration 23Q: 3 clusters Score -1774276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1774275.375000 Penalty: 4729.016113
	Iteration 24Q: 3 clusters Score -1774275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1774274.250000 Penalty: 4729.016113
	Iteration 25Q: 3 clusters Score -1774274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1774273.250000 Penalty: 4729.016113
	Iteration 26Q: 3 clusters Score -1774273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1774275.000000 Penalty: 4729.016113
	Iteration 27Q: 3 clusters Score -1774275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1774274.375000 Penalty: 4729.016113
	Iteration 28Q: 3 clusters Score -1774274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1774271.500000 Penalty: 4729.016113
	Iteration 29Q: 3 clusters Score -1774272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1774273.625000 Penalty: 4729.016113
	Iteration 30Q: 3 clusters Score -1774274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1774271.375000 Penalty: 4729.016113
	Iteration 31Q: 3 clusters Score -1774271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1774274.500000 Penalty: 4729.016113
	Iteration 32Q: 3 clusters Score -1774274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1774274.500000 Penalty: 4729.016113
	Iteration 33F: 3 clusters Score -1774274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 108379 members 
Mstep: Class 5 contains 27129 members 
Mstep: Class 6 contains 10793 members 
Mstep: Class 7 contains 37167 members 
Mstep: Class 8 contains 39074 members 
Mstep: Class 9 contains 832 members 
Mstep: Class 10 contains 19964 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 21752 members 
Mstep: Class 14 contains 1993 members 
Mstep: Class 15 contains 14260 members 
Mstep: Class 16 contains 32866 members 
Mstep: Class 17 contains 3683 members 
Mstep: Class 18 contains 14133 members 
Mstep: Class 19 contains 8308 members 
Mstep: Class 20 contains 23825 members 
Mstep: Class 21 contains 4272 members 
Mstep: Class 22 contains 1832 members 
Mstep: Class 23 contains 19637 members 
Mstep: Class 24 contains 2863 members 
Mstep: Class 25 contains 1301 members 
Mstep: Class 26 contains 28930 members 
Mstep: Class 27 contains 3425 members 
Mstep: Class 28 contains 126301 members 
Mstep: Class 29 contains 5518 members 
Entering Unmasked Estep 
Score: -73812896.000000 Penalty: 95436.296875
Splitting cluster 19 changes total score from -73757928.000000 to -73812896.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 108379 members 
Mstep: Class 5 contains 27129 members 
Mstep: Class 6 contains 10793 members 
Mstep: Class 7 contains 37167 members 
Mstep: Class 8 contains 39074 members 
Mstep: Class 9 contains 832 members 
Mstep: Class 10 contains 19964 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 4494 members 
Mstep: Class 13 contains 21752 members 
Mstep: Class 14 contains 1993 members 
Mstep: Class 15 contains 14260 members 
Mstep: Class 16 contains 32866 members 
Mstep: Class 17 contains 3683 members 
Mstep: Class 18 contains 14133 members 
Mstep: Class 19 contains 8308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73822136.000000 Penalty: 95436.296875
Iteration 39Q: 30 clusters Score -7.382214e+07 nChanged 9862
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 12306 members 
Mstep: Class 3 contains 2240 members 
Mstep: Class 4 contains 108878 members 
Mstep: Class 5 contains 27135 members 
Mstep: Class 6 contains 10746 members 
Mstep: Class 7 contains 37373 members 
Mstep: Class 8 contains 38295 members 
Mstep: Class 9 contains 833 members 
Mstep: Class 10 contains 20162 members 
Mstep: Class 11 contains 1443 members 
Mstep: Class 12 contains 4496 members 
Mstep: Class 13 contains 21732 members 
Mstep: Class 14 contains 2065 members 
Mstep: Class 15 contains 14338 members 
Mstep: Class 16 contains 32501 members 
Mstep: Class 17 contains 4278 members 
Mstep: Class 18 contains 14317 members 
Mstep: Class 19 contains 9143 members 
Mstep: Class 20 contains 23878 members 
Mstep: Class 21 contains 3966 members 
Mstep: Class 22 contains 1798 members 
Mstep: Class 23 contains 19114 members 
Mstep: Class 24 contains 2857 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 28178 members 
Mstep: Class 27 contains 3310 members 
Mstep: Class 28 contains 125342 members 
Mstep: Class 29 contains 5433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73830800.000000 Penalty: 95436.296875
Iteration 40F: 30 clusters Score -7.38308e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 12764 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 108897 members 
Mstep: Class 5 contains 27001 members 
Mstep: Class 6 contains 10693 members 
Mstep: Class 7 contains 37225 members 
Mstep: Class 8 contains 37529 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 19796 members 
Mstep: Class 11 contains 1463 members 
Mstep: Class 12 contains 4654 members 
Mstep: Class 13 contains 21614 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 14223 members 
Mstep: Class 16 contains 32210 members 
Mstep: Class 17 contains 4385 members 
Mstep: Class 18 contains 13686 members 
Mstep: Class 19 contains 9299 members 
Mstep: Class 20 contains 23878 members 
Mstep: Class 21 contains 4425 members 
Mstep: Class 22 contains 2066 members 
Mstep: Class 23 contains 19411 members 
Mstep: Class 24 contains 2864 members 
Mstep: Class 25 contains 915 members 
Mstep: Class 26 contains 27757 members 
Mstep: Class 27 contains 3810 members 
Mstep: Class 28 contains 125809 members 
Mstep: Class 29 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73833992.000000 Penalty: 95436.296875
Iteration 41Q: 30 clusters Score -7.383399e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 13158 members 
Mstep: Class 3 contains 2384 members 
Mstep: Class 4 contains 108977 members 
Mstep: Class 5 contains 26947 members 
Mstep: Class 6 contains 10590 members 
Mstep: Class 7 contains 37216 members 
Mstep: Class 8 contains 37172 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 19553 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 4798 members 
Mstep: Class 13 contains 21569 members 
Mstep: Class 14 contains 2138 members 
Mstep: Class 15 contains 14203 members 
Mstep: Class 16 contains 31930 members 
Mstep: Class 17 contains 4466 members 
Mstep: Class 18 contains 13293 members 
Mstep: Class 19 contains 9461 members 
Mstep: Class 20 contains 23797 members 
Mstep: Class 21 contains 4727 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 19554 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 27419 members 
Mstep: Class 27 contains 4078 members 
Mstep: Class 28 contains 125923 members 
Mstep: Class 29 contains 5522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73835584.000000 Penalty: 95436.296875
Iteration 42Q: 30 clusters Score -7.383558e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 13432 members 
Mstep: Class 3 contains 2428 members 
Mstep: Class 4 contains 109019 members 
Mstep: Class 5 contains 26917 members 
Mstep: Class 6 contains 10449 members 
Mstep: Class 7 contains 37289 members 
Mstep: Class 8 contains 37001 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 19370 members 
Mstep: Class 11 contains 1479 members 
Mstep: Class 12 contains 4890 members 
Mstep: Class 13 contains 21549 members 
Mstep: Class 14 contains 2154 members 
Mstep: Class 15 contains 14192 members 
Mstep: Class 16 contains 31735 members 
Mstep: Class 17 contains 4521 members 
Mstep: Class 18 contains 12996 members 
Mstep: Class 19 contains 9566 members 
Mstep: Class 20 contains 23693 members 
Mstep: Class 21 contains 4968 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 19647 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 884 members 
Mstep: Class 26 contains 27210 members 
Mstep: Class 27 contains 4279 members 
Mstep: Class 28 contains 125966 members 
Mstep: Class 29 contains 5541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73836168.000000 Penalty: 95436.296875
Iteration 43Q: 30 clusters Score -7.383617e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 13605 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 109079 members 
Mstep: Class 5 contains 26909 members 
Mstep: Class 6 contains 10299 members 
Mstep: Class 7 contains 37378 members 
Mstep: Class 8 contains 36893 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 19236 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 4976 members 
Mstep: Class 13 contains 21536 members 
Mstep: Class 14 contains 2173 members 
Mstep: Class 15 contains 14195 members 
Mstep: Class 16 contains 31586 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 12776 members 
Mstep: Class 19 contains 9647 members 
Mstep: Class 20 contains 23601 members 
Mstep: Class 21 contains 5166 members 
Mstep: Class 22 contains 2266 members 
Mstep: Class 23 contains 19731 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 874 members 
Mstep: Class 26 contains 27047 members 
Mstep: Class 27 contains 4402 members 
Mstep: Class 28 contains 125976 members 
Mstep: Class 29 contains 5549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73836544.000000 Penalty: 95436.296875
Iteration 44Q: 30 clusters Score -7.383654e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 13747 members 
Mstep: Class 3 contains 2487 members 
Mstep: Class 4 contains 109158 members 
Mstep: Class 5 contains 26898 members 
Mstep: Class 6 contains 10116 members 
Mstep: Class 7 contains 37518 members 
Mstep: Class 8 contains 36849 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 19117 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 5031 members 
Mstep: Class 13 contains 21533 members 
Mstep: Class 14 contains 2189 members 
Mstep: Class 15 contains 14190 members 
Mstep: Class 16 contains 31468 members 
Mstep: Class 17 contains 4583 members 
Mstep: Class 18 contains 12571 members 
Mstep: Class 19 contains 9717 members 
Mstep: Class 20 contains 23521 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 2288 members 
Mstep: Class 23 contains 19776 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 864 members 
Mstep: Class 26 contains 26945 members 
Mstep: Class 27 contains 4489 members 
Mstep: Class 28 contains 125986 members 
Mstep: Class 29 contains 5549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73836944.000000 Penalty: 95436.296875
Iteration 45Q: 30 clusters Score -7.383694e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 13832 members 
Mstep: Class 3 contains 2498 members 
Mstep: Class 4 contains 109208 members 
Mstep: Class 5 contains 26908 members 
Mstep: Class 6 contains 9901 members 
Mstep: Class 7 contains 37693 members 
Mstep: Class 8 contains 36809 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 19039 members 
Mstep: Class 11 contains 1497 members 
Mstep: Class 12 contains 5075 members 
Mstep: Class 13 contains 21529 members 
Mstep: Class 14 contains 2193 members 
Mstep: Class 15 contains 14197 members 
Mstep: Class 16 contains 31372 members 
Mstep: Class 17 contains 4598 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 9756 members 
Mstep: Class 20 contains 23482 members 
Mstep: Class 21 contains 5466 members 
Mstep: Class 22 contains 2308 members 
Mstep: Class 23 contains 19805 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 853 members 
Mstep: Class 26 contains 26889 members 
Mstep: Class 27 contains 4554 members 
Mstep: Class 28 contains 125974 members 
Mstep: Class 29 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837128.000000 Penalty: 95436.296875
Iteration 46Q: 30 clusters Score -7.383713e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 13881 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 109271 members 
Mstep: Class 5 contains 26923 members 
Mstep: Class 6 contains 9679 members 
Mstep: Class 7 contains 37867 members 
Mstep: Class 8 contains 36792 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 18977 members 
Mstep: Class 11 contains 1502 members 
Mstep: Class 12 contains 5118 members 
Mstep: Class 13 contains 21531 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14197 members 
Mstep: Class 16 contains 31285 members 
Mstep: Class 17 contains 4614 members 
Mstep: Class 18 contains 12289 members 
Mstep: Class 19 contains 9780 members 
Mstep: Class 20 contains 23448 members 
Mstep: Class 21 contains 5587 members 
Mstep: Class 22 contains 2316 members 
Mstep: Class 23 contains 19823 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 843 members 
Mstep: Class 26 contains 26832 members 
Mstep: Class 27 contains 4602 members 
Mstep: Class 28 contains 125976 members 
Mstep: Class 29 contains 5564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837440.000000 Penalty: 95436.296875
Iteration 47Q: 30 clusters Score -7.383744e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 13914 members 
Mstep: Class 3 contains 2529 members 
Mstep: Class 4 contains 109299 members 
Mstep: Class 5 contains 26936 members 
Mstep: Class 6 contains 9448 members 
Mstep: Class 7 contains 38037 members 
Mstep: Class 8 contains 36772 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 18926 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 5128 members 
Mstep: Class 13 contains 21523 members 
Mstep: Class 14 contains 2199 members 
Mstep: Class 15 contains 14217 members 
Mstep: Class 16 contains 31218 members 
Mstep: Class 17 contains 4623 members 
Mstep: Class 18 contains 12194 members 
Mstep: Class 19 contains 9806 members 
Mstep: Class 20 contains 23429 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 2323 members 
Mstep: Class 23 contains 19845 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 26795 members 
Mstep: Class 27 contains 4632 members 
Mstep: Class 28 contains 125985 members 
Mstep: Class 29 contains 5569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837552.000000 Penalty: 95436.296875
Iteration 48Q: 30 clusters Score -7.383755e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 13940 members 
Mstep: Class 3 contains 2544 members 
Mstep: Class 4 contains 109325 members 
Mstep: Class 5 contains 26949 members 
Mstep: Class 6 contains 9193 members 
Mstep: Class 7 contains 38227 members 
Mstep: Class 8 contains 36750 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 18890 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 5150 members 
Mstep: Class 13 contains 21520 members 
Mstep: Class 14 contains 2200 members 
Mstep: Class 15 contains 14232 members 
Mstep: Class 16 contains 31163 members 
Mstep: Class 17 contains 4631 members 
Mstep: Class 18 contains 12116 members 
Mstep: Class 19 contains 9820 members 
Mstep: Class 20 contains 23413 members 
Mstep: Class 21 contains 5835 members 
Mstep: Class 22 contains 2327 members 
Mstep: Class 23 contains 19856 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 827 members 
Mstep: Class 26 contains 26774 members 
Mstep: Class 27 contains 4648 members 
Mstep: Class 28 contains 125987 members 
Mstep: Class 29 contains 5575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837784.000000 Penalty: 95436.296875
Iteration 49Q: 30 clusters Score -7.383778e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 13960 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 109348 members 
Mstep: Class 5 contains 26958 members 
Mstep: Class 6 contains 8910 members 
Mstep: Class 7 contains 38455 members 
Mstep: Class 8 contains 36722 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 18851 members 
Mstep: Class 11 contains 1512 members 
Mstep: Class 12 contains 5188 members 
Mstep: Class 13 contains 21517 members 
Mstep: Class 14 contains 2198 members 
Mstep: Class 15 contains 14239 members 
Mstep: Class 16 contains 31131 members 
Mstep: Class 17 contains 4634 members 
Mstep: Class 18 contains 12056 members 
Mstep: Class 19 contains 9829 members 
Mstep: Class 20 contains 23395 members 
Mstep: Class 21 contains 5932 members 
Mstep: Class 22 contains 2330 members 
Mstep: Class 23 contains 19871 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 26772 members 
Mstep: Class 27 contains 4656 members 
Mstep: Class 28 contains 125990 members 
Mstep: Class 29 contains 5577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837656.000000 Penalty: 95436.296875
Iteration 50Q: 30 clusters Score -7.383766e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 13967 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 109356 members 
Mstep: Class 5 contains 26971 members 
Mstep: Class 6 contains 8621 members 
Mstep: Class 7 contains 38702 members 
Mstep: Class 8 contains 36706 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 18835 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 5194 members 
Mstep: Class 13 contains 21515 members 
Mstep: Class 14 contains 2198 members 
Mstep: Class 15 contains 14247 members 
Mstep: Class 16 contains 31101 members 
Mstep: Class 17 contains 4642 members 
Mstep: Class 18 contains 12013 members 
Mstep: Class 19 contains 9838 members 
Mstep: Class 20 contains 23378 members 
Mstep: Class 21 contains 6014 members 
Mstep: Class 22 contains 2336 members 
Mstep: Class 23 contains 19877 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 26773 members 
Mstep: Class 27 contains 4666 members 
Mstep: Class 28 contains 125991 members 
Mstep: Class 29 contains 5576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837760.000000 Penalty: 95436.296875
Iteration 51Q: 30 clusters Score -7.383776e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 13979 members 
Mstep: Class 3 contains 2562 members 
Mstep: Class 4 contains 109358 members 
Mstep: Class 5 contains 26985 members 
Mstep: Class 6 contains 8341 members 
Mstep: Class 7 contains 38936 members 
Mstep: Class 8 contains 36691 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 18817 members 
Mstep: Class 11 contains 1519 members 
Mstep: Class 12 contains 5193 members 
Mstep: Class 13 contains 21507 members 
Mstep: Class 14 contains 2198 members 
Mstep: Class 15 contains 14250 members 
Mstep: Class 16 contains 31085 members 
Mstep: Class 17 contains 4647 members 
Mstep: Class 18 contains 11979 members 
Mstep: Class 19 contains 9855 members 
Mstep: Class 20 contains 23361 members 
Mstep: Class 21 contains 6096 members 
Mstep: Class 22 contains 2338 members 
Mstep: Class 23 contains 19891 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 813 members 
Mstep: Class 26 contains 26766 members 
Mstep: Class 27 contains 4670 members 
Mstep: Class 28 contains 125988 members 
Mstep: Class 29 contains 5576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837872.000000 Penalty: 95436.296875
Iteration 52Q: 30 clusters Score -7.383787e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 13971 members 
Mstep: Class 3 contains 2569 members 
Mstep: Class 4 contains 109364 members 
Mstep: Class 5 contains 26986 members 
Mstep: Class 6 contains 8027 members 
Mstep: Class 7 contains 39211 members 
Mstep: Class 8 contains 36683 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 18798 members 
Mstep: Class 11 contains 1520 members 
Mstep: Class 12 contains 5201 members 
Mstep: Class 13 contains 21505 members 
Mstep: Class 14 contains 2198 members 
Mstep: Class 15 contains 14253 members 
Mstep: Class 16 contains 31065 members 
Mstep: Class 17 contains 4649 members 
Mstep: Class 18 contains 11941 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 23353 members 
Mstep: Class 21 contains 6174 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 19907 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 26764 members 
Mstep: Class 27 contains 4672 members 
Mstep: Class 28 contains 125990 members 
Mstep: Class 29 contains 5578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73838152.000000 Penalty: 95436.296875
Iteration 53Q: 30 clusters Score -7.383815e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 13965 members 
Mstep: Class 3 contains 2581 members 
Mstep: Class 4 contains 109383 members 
Mstep: Class 5 contains 26987 members 
Mstep: Class 6 contains 7727 members 
Mstep: Class 7 contains 39441 members 
Mstep: Class 8 contains 36679 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 18771 members 
Mstep: Class 11 contains 1519 members 
Mstep: Class 12 contains 5216 members 
Mstep: Class 13 contains 21500 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14257 members 
Mstep: Class 16 contains 31052 members 
Mstep: Class 17 contains 4656 members 
Mstep: Class 18 contains 11908 members 
Mstep: Class 19 contains 9882 members 
Mstep: Class 20 contains 23343 members 
Mstep: Class 21 contains 6259 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 19918 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 810 members 
Mstep: Class 26 contains 26756 members 
Mstep: Class 27 contains 4674 members 
Mstep: Class 28 contains 125996 members 
Mstep: Class 29 contains 5578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73838048.000000 Penalty: 95436.296875
Iteration 54Q: 30 clusters Score -7.383805e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 13978 members 
Mstep: Class 3 contains 2593 members 
Mstep: Class 4 contains 109400 members 
Mstep: Class 5 contains 26992 members 
Mstep: Class 6 contains 7435 members 
Mstep: Class 7 contains 39669 members 
Mstep: Class 8 contains 36672 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 18750 members 
Mstep: Class 11 contains 1521 members 
Mstep: Class 12 contains 5223 members 
Mstep: Class 13 contains 21495 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14261 members 
Mstep: Class 16 contains 31037 members 
Mstep: Class 17 contains 4658 members 
Mstep: Class 18 contains 11886 members 
Mstep: Class 19 contains 9892 members 
Mstep: Class 20 contains 23336 members 
Mstep: Class 21 contains 6327 members 
Mstep: Class 22 contains 2344 members 
Mstep: Class 23 contains 19922 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 26749 members 
Mstep: Class 27 contains 4676 members 
Mstep: Class 28 contains 125999 members 
Mstep: Class 29 contains 5579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73838216.000000 Penalty: 95436.296875
Iteration 55Q: 30 clusters Score -7.383822e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 13983 members 
Mstep: Class 3 contains 2601 members 
Mstep: Class 4 contains 109410 members 
Mstep: Class 5 contains 26992 members 
Mstep: Class 6 contains 7159 members 
Mstep: Class 7 contains 39893 members 
Mstep: Class 8 contains 36670 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 18734 members 
Mstep: Class 11 contains 1520 members 
Mstep: Class 12 contains 5230 members 
Mstep: Class 13 contains 21487 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14263 members 
Mstep: Class 16 contains 31027 members 
Mstep: Class 17 contains 4660 members 
Mstep: Class 18 contains 11864 members 
Mstep: Class 19 contains 9897 members 
Mstep: Class 20 contains 23332 members 
Mstep: Class 21 contains 6395 members 
Mstep: Class 22 contains 2344 members 
Mstep: Class 23 contains 19927 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 26747 members 
Mstep: Class 27 contains 4680 members 
Mstep: Class 28 contains 126000 members 
Mstep: Class 29 contains 5579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73838456.000000 Penalty: 95436.296875
Iteration 56Q: 30 clusters Score -7.383846e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 13989 members 
Mstep: Class 3 contains 2611 members 
Mstep: Class 4 contains 109403 members 
Mstep: Class 5 contains 26993 members 
Mstep: Class 6 contains 6892 members 
Mstep: Class 7 contains 40103 members 
Mstep: Class 8 contains 36667 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 18719 members 
Mstep: Class 11 contains 1519 members 
Mstep: Class 12 contains 5231 members 
Mstep: Class 13 contains 21485 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14263 members 
Mstep: Class 16 contains 31017 members 
Mstep: Class 17 contains 4660 members 
Mstep: Class 18 contains 11844 members 
Mstep: Class 19 contains 9906 members 
Mstep: Class 20 contains 23329 members 
Mstep: Class 21 contains 6476 members 
Mstep: Class 22 contains 2345 members 
Mstep: Class 23 contains 19929 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 26744 members 
Mstep: Class 27 contains 4683 members 
Mstep: Class 28 contains 126006 members 
Mstep: Class 29 contains 5580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73838568.000000 Penalty: 95436.296875
Iteration 57Q: 30 clusters Score -7.383857e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 13990 members 
Mstep: Class 3 contains 2617 members 
Mstep: Class 4 contains 109402 members 
Mstep: Class 5 contains 26993 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 40321 members 
Mstep: Class 8 contains 36665 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 18705 members 
Mstep: Class 11 contains 1522 members 
Mstep: Class 12 contains 5241 members 
Mstep: Class 13 contains 21488 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14266 members 
Mstep: Class 16 contains 31019 members 
Mstep: Class 17 contains 4661 members 
Mstep: Class 18 contains 11820 members 
Mstep: Class 19 contains 9914 members 
Mstep: Class 20 contains 23325 members 
Mstep: Class 21 contains 6542 members 
Mstep: Class 22 contains 2346 members 
Mstep: Class 23 contains 19933 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 26742 members 
Mstep: Class 27 contains 4684 members 
Mstep: Class 28 contains 126002 members 
Mstep: Class 29 contains 5580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73838696.000000 Penalty: 95436.296875
Iteration 58Q: 30 clusters Score -7.38387e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 13998 members 
Mstep: Class 3 contains 2625 members 
Mstep: Class 4 contains 109375 members 
Mstep: Class 5 contains 26995 members 
Mstep: Class 6 contains 6379 members 
Mstep: Class 7 contains 40525 members 
Mstep: Class 8 contains 36663 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 18690 members 
Mstep: Class 11 contains 1520 members 
Mstep: Class 12 contains 5244 members 
Mstep: Class 13 contains 21487 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14266 members 
Mstep: Class 16 contains 31007 members 
Mstep: Class 17 contains 4662 members 
Mstep: Class 18 contains 11803 members 
Mstep: Class 19 contains 9920 members 
Mstep: Class 20 contains 23320 members 
Mstep: Class 21 contains 6621 members 
Mstep: Class 22 contains 2346 members 
Mstep: Class 23 contains 19938 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 26740 members 
Mstep: Class 27 contains 4689 members 
Mstep: Class 28 contains 126000 members 
Mstep: Class 29 contains 5583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73838640.000000 Penalty: 95436.296875
Iteration 59Q: 30 clusters Score -7.383864e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 14005 members 
Mstep: Class 3 contains 2632 members 
Mstep: Class 4 contains 109359 members 
Mstep: Class 5 contains 26996 members 
Mstep: Class 6 contains 6144 members 
Mstep: Class 7 contains 40726 members 
Mstep: Class 8 contains 36663 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 18682 members 
Mstep: Class 11 contains 1521 members 
Mstep: Class 12 contains 5243 members 
Mstep: Class 13 contains 21483 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14269 members 
Mstep: Class 16 contains 30998 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 11786 members 
Mstep: Class 19 contains 9921 members 
Mstep: Class 20 contains 23313 members 
Mstep: Class 21 contains 6690 members 
Mstep: Class 22 contains 2346 members 
Mstep: Class 23 contains 19942 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 26738 members 
Mstep: Class 27 contains 4688 members 
Mstep: Class 28 contains 126003 members 
Mstep: Class 29 contains 5584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73838760.000000 Penalty: 95436.296875
Iteration 60F: 30 clusters Score -7.383876e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 14004 members 
Mstep: Class 3 contains 2639 members 
Mstep: Class 4 contains 109337 members 
Mstep: Class 5 contains 26998 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 40906 members 
Mstep: Class 8 contains 36658 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 18670 members 
Mstep: Class 11 contains 1521 members 
Mstep: Class 12 contains 5256 members 
Mstep: Class 13 contains 21478 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14269 members 
Mstep: Class 16 contains 30992 members 
Mstep: Class 17 contains 4666 members 
Mstep: Class 18 contains 11770 members 
Mstep: Class 19 contains 9919 members 
Mstep: Class 20 contains 23305 members 
Mstep: Class 21 contains 6765 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 19951 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 817 members 
Mstep: Class 26 contains 26739 members 
Mstep: Class 27 contains 4689 members 
Mstep: Class 28 contains 126012 members 
Mstep: Class 29 contains 5584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73838864.000000 Penalty: 95436.296875
Iteration 61Q: 30 clusters Score -7.383886e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 14008 members 
Mstep: Class 3 contains 2642 members 
Mstep: Class 4 contains 109310 members 
Mstep: Class 5 contains 27002 members 
Mstep: Class 6 contains 5722 members 
Mstep: Class 7 contains 41074 members 
Mstep: Class 8 contains 36652 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 18660 members 
Mstep: Class 11 contains 1526 members 
Mstep: Class 12 contains 5258 members 
Mstep: Class 13 contains 21475 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14270 members 
Mstep: Class 16 contains 30988 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 11760 members 
Mstep: Class 19 contains 9926 members 
Mstep: Class 20 contains 23297 members 
Mstep: Class 21 contains 6843 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 19962 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 26740 members 
Mstep: Class 27 contains 4689 members 
Mstep: Class 28 contains 126016 members 
Mstep: Class 29 contains 5584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73839088.000000 Penalty: 95436.296875
Iteration 62Q: 30 clusters Score -7.383909e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 14022 members 
Mstep: Class 3 contains 2657 members 
Mstep: Class 4 contains 109290 members 
Mstep: Class 5 contains 27004 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 41249 members 
Mstep: Class 8 contains 36648 members 
Mstep: Class 9 contains 729 members 
Mstep: Class 10 contains 18658 members 
Mstep: Class 11 contains 1532 members 
Mstep: Class 12 contains 5251 members 
Mstep: Class 13 contains 21472 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14269 members 
Mstep: Class 16 contains 30988 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 11745 members 
Mstep: Class 19 contains 9935 members 
Mstep: Class 20 contains 23288 members 
Mstep: Class 21 contains 6901 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 802 members 
Mstep: Class 26 contains 26741 members 
Mstep: Class 27 contains 4689 members 
Mstep: Class 28 contains 126021 members 
Mstep: Class 29 contains 5583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73839208.000000 Penalty: 95436.296875
Iteration 63Q: 30 clusters Score -7.383921e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 14036 members 
Mstep: Class 3 contains 2668 members 
Mstep: Class 4 contains 109269 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 5304 members 
Mstep: Class 7 contains 41419 members 
Mstep: Class 8 contains 36642 members 
Mstep: Class 9 contains 728 members 
Mstep: Class 10 contains 18650 members 
Mstep: Class 11 contains 1539 members 
Mstep: Class 12 contains 5259 members 
Mstep: Class 13 contains 21470 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14269 members 
Mstep: Class 16 contains 30988 members 
Mstep: Class 17 contains 4669 members 
Mstep: Class 18 contains 11734 members 
Mstep: Class 19 contains 9938 members 
Mstep: Class 20 contains 23269 members 
Mstep: Class 21 contains 6958 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 19972 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 791 members 
Mstep: Class 26 contains 26737 members 
Mstep: Class 27 contains 4688 members 
Mstep: Class 28 contains 126028 members 
Mstep: Class 29 contains 5582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73839336.000000 Penalty: 95436.296875
Iteration 64Q: 30 clusters Score -7.383934e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 2679 members 
Mstep: Class 4 contains 109249 members 
Mstep: Class 5 contains 27013 members 
Mstep: Class 6 contains 5127 members 
Mstep: Class 7 contains 41550 members 
Mstep: Class 8 contains 36634 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 18641 members 
Mstep: Class 11 contains 1545 members 
Mstep: Class 12 contains 5265 members 
Mstep: Class 13 contains 21465 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14272 members 
Mstep: Class 16 contains 30983 members 
Mstep: Class 17 contains 4671 members 
Mstep: Class 18 contains 11719 members 
Mstep: Class 19 contains 9941 members 
Mstep: Class 20 contains 23255 members 
Mstep: Class 21 contains 7031 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 19981 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 26738 members 
Mstep: Class 27 contains 4688 members 
Mstep: Class 28 contains 126034 members 
Mstep: Class 29 contains 5585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73839488.000000 Penalty: 95436.296875
Iteration 65Q: 30 clusters Score -7.383949e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 14059 members 
Mstep: Class 3 contains 2686 members 
Mstep: Class 4 contains 109230 members 
Mstep: Class 5 contains 27013 members 
Mstep: Class 6 contains 4957 members 
Mstep: Class 7 contains 41680 members 
Mstep: Class 8 contains 36626 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 18635 members 
Mstep: Class 11 contains 1545 members 
Mstep: Class 12 contains 5269 members 
Mstep: Class 13 contains 21462 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14275 members 
Mstep: Class 16 contains 30977 members 
Mstep: Class 17 contains 4671 members 
Mstep: Class 18 contains 11694 members 
Mstep: Class 19 contains 9948 members 
Mstep: Class 20 contains 23237 members 
Mstep: Class 21 contains 7114 members 
Mstep: Class 22 contains 2347 members 
Mstep: Class 23 contains 19988 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 780 members 
Mstep: Class 26 contains 26738 members 
Mstep: Class 27 contains 4689 members 
Mstep: Class 28 contains 126033 members 
Mstep: Class 29 contains 5584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73839552.000000 Penalty: 95436.296875
Iteration 66Q: 30 clusters Score -7.383955e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 14076 members 
Mstep: Class 3 contains 2697 members 
Mstep: Class 4 contains 109206 members 
Mstep: Class 5 contains 27013 members 
Mstep: Class 6 contains 4806 members 
Mstep: Class 7 contains 41802 members 
Mstep: Class 8 contains 36623 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 18627 members 
Mstep: Class 11 contains 1548 members 
Mstep: Class 12 contains 5274 members 
Mstep: Class 13 contains 21461 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14272 members 
Mstep: Class 16 contains 30971 members 
Mstep: Class 17 contains 4671 members 
Mstep: Class 18 contains 11676 members 
Mstep: Class 19 contains 9953 members 
Mstep: Class 20 contains 23215 members 
Mstep: Class 21 contains 7182 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 19998 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 776 members 
Mstep: Class 26 contains 26738 members 
Mstep: Class 27 contains 4689 members 
Mstep: Class 28 contains 126033 members 
Mstep: Class 29 contains 5582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73839640.000000 Penalty: 95436.296875
Iteration 67Q: 30 clusters Score -7.383964e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 14088 members 
Mstep: Class 3 contains 2705 members 
Mstep: Class 4 contains 109200 members 
Mstep: Class 5 contains 27014 members 
Mstep: Class 6 contains 4652 members 
Mstep: Class 7 contains 41909 members 
Mstep: Class 8 contains 36620 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 18617 members 
Mstep: Class 11 contains 1550 members 
Mstep: Class 12 contains 5278 members 
Mstep: Class 13 contains 21460 members 
Mstep: Class 14 contains 2196 members 
Mstep: Class 15 contains 14272 members 
Mstep: Class 16 contains 30968 members 
Mstep: Class 17 contains 4672 members 
Mstep: Class 18 contains 11663 members 
Mstep: Class 19 contains 9955 members 
Mstep: Class 20 contains 23195 members 
Mstep: Class 21 contains 7242 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 20007 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 772 members 
Mstep: Class 26 contains 26737 members 
Mstep: Class 27 contains 4690 members 
Mstep: Class 28 contains 126041 members 
Mstep: Class 29 contains 5583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73839688.000000 Penalty: 95436.296875
Iteration 68Q: 30 clusters Score -7.383969e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2708 members 
Mstep: Class 4 contains 109187 members 
Mstep: Class 5 contains 27014 members 
Mstep: Class 6 contains 4504 members 
Mstep: Class 7 contains 42019 members 
Mstep: Class 8 contains 36616 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 18611 members 
Mstep: Class 11 contains 1554 members 
Mstep: Class 12 contains 5278 members 
Mstep: Class 13 contains 21454 members 
Mstep: Class 14 contains 2195 members 
Mstep: Class 15 contains 14272 members 
Mstep: Class 16 contains 30965 members 
Mstep: Class 17 contains 4673 members 
Mstep: Class 18 contains 11654 members 
Mstep: Class 19 contains 9956 members 
Mstep: Class 20 contains 23183 members 
Mstep: Class 21 contains 7304 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 20017 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 771 members 
Mstep: Class 26 contains 26737 members 
Mstep: Class 27 contains 4691 members 
Mstep: Class 28 contains 126046 members 
Mstep: Class 29 contains 5583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73839672.000000 Penalty: 95436.296875
Iteration 69Q: 30 clusters Score -7.383967e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 14102 members 
Mstep: Class 3 contains 2714 members 
Mstep: Class 4 contains 109185 members 
Mstep: Class 5 contains 27013 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 7 contains 42124 members 
Mstep: Class 8 contains 36616 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 18609 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 5281 members 
Mstep: Class 13 contains 21453 members 
Mstep: Class 14 contains 2195 members 
Mstep: Class 15 contains 14272 members 
Mstep: Class 16 contains 30962 members 
Mstep: Class 17 contains 4673 members 
Mstep: Class 18 contains 11632 members 
Mstep: Class 19 contains 9958 members 
Mstep: Class 20 contains 23168 members 
Mstep: Class 21 contains 7369 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 20025 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 26737 members 
Mstep: Class 27 contains 4693 members 
Mstep: Class 28 contains 126043 members 
Mstep: Class 29 contains 5583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73839632.000000 Penalty: 95436.296875
Iteration 70Q: 30 clusters Score -7.383963e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 14110 members 
Mstep: Class 3 contains 2719 members 
Mstep: Class 4 contains 109172 members 
Mstep: Class 5 contains 27014 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 42221 members 
Mstep: Class 8 contains 36616 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 18608 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 5286 members 
Mstep: Class 13 contains 21454 members 
Mstep: Class 14 contains 2195 members 
Mstep: Class 15 contains 14275 members 
Mstep: Class 16 contains 30955 members 
Mstep: Class 17 contains 4673 members 
Mstep: Class 18 contains 11615 members 
Mstep: Class 19 contains 9958 members 
Mstep: Class 20 contains 23157 members 
Mstep: Class 21 contains 7427 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 20029 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 768 members 
Mstep: Class 26 contains 26738 members 
Mstep: Class 27 contains 4695 members 
Mstep: Class 28 contains 126040 members 
Mstep: Class 29 contains 5584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73839552.000000 Penalty: 95436.296875
Iteration 71Q: 30 clusters Score -7.383955e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 14110 members 
Mstep: Class 3 contains 2722 members 
Mstep: Class 4 contains 109154 members 
Mstep: Class 5 contains 27012 members 
Mstep: Class 6 contains 4083 members 
Mstep: Class 7 contains 42311 members 
Mstep: Class 8 contains 36620 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 18608 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 12 contains 5288 members 
Mstep: Class 13 contains 21453 members 
Mstep: Class 14 contains 2196 members 
Mstep: Class 15 contains 14277 members 
Mstep: Class 16 contains 30947 members 
Mstep: Class 17 contains 4673 members 
Mstep: Class 18 contains 11599 members 
Mstep: Class 19 contains 9960 members 
Mstep: Class 20 contains 23145 members 
Mstep: Class 21 contains 7493 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 20035 members 
Mstep: Class 24 contains 2870 members 
Mstep: Class 25 contains 765 members 
Mstep: Class 26 contains 26740 members 
Mstep: Class 27 contains 4699 members 
Mstep: Class 28 contains 126037 members 
Mstep: Class 29 contains 5584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73839760.000000 Penalty: 95436.296875
Iteration 72Q: 30 clusters Score -7.383976e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 14113 members 
Mstep: Class 3 contains 2728 members 
Mstep: Class 4 contains 109133 members 
Mstep: Class 5 contains 27011 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 42430 members 
Mstep: Class 8 contains 36621 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 18607 members 
Mstep: Class 11 contains 1588 members 
Mstep: Class 12 contains 5293 members 
Mstep: Class 13 contains 21450 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14280 members 
Mstep: Class 16 contains 30939 members 
Mstep: Class 17 contains 4673 members 
Mstep: Class 18 contains 11575 members 
Mstep: Class 19 contains 9960 members 
Mstep: Class 20 contains 23133 members 
Mstep: Class 21 contains 7544 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 20041 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 763 members 
Mstep: Class 26 contains 26741 members 
Mstep: Class 27 contains 4700 members 
Mstep: Class 28 contains 126034 members 
Mstep: Class 29 contains 5584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73839840.000000 Penalty: 95436.296875
Iteration 73Q: 30 clusters Score -7.383984e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14122 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 109106 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 42533 members 
Mstep: Class 8 contains 36621 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 18605 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 5295 members 
Mstep: Class 13 contains 21449 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14281 members 
Mstep: Class 16 contains 30932 members 
Mstep: Class 17 contains 4673 members 
Mstep: Class 18 contains 11551 members 
Mstep: Class 19 contains 9960 members 
Mstep: Class 20 contains 23121 members 
Mstep: Class 21 contains 7599 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 20043 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 763 members 
Mstep: Class 26 contains 26741 members 
Mstep: Class 27 contains 4701 members 
Mstep: Class 28 contains 126033 members 
Mstep: Class 29 contains 5584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73839952.000000 Penalty: 95436.296875
Iteration 74Q: 30 clusters Score -7.383995e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14129 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 109089 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 3724 members 
Mstep: Class 7 contains 42634 members 
Mstep: Class 8 contains 36620 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 18603 members 
Mstep: Class 11 contains 1600 members 
Mstep: Class 12 contains 5295 members 
Mstep: Class 13 contains 21446 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 30932 members 
Mstep: Class 17 contains 4672 members 
Mstep: Class 18 contains 11534 members 
Mstep: Class 19 contains 9960 members 
Mstep: Class 20 contains 23113 members 
Mstep: Class 21 contains 7633 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 20046 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 763 members 
Mstep: Class 26 contains 26741 members 
Mstep: Class 27 contains 4703 members 
Mstep: Class 28 contains 126036 members 
Mstep: Class 29 contains 5583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73839976.000000 Penalty: 95436.296875
Iteration 75Q: 30 clusters Score -7.383998e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14134 members 
Mstep: Class 3 contains 2744 members 
Mstep: Class 4 contains 109071 members 
Mstep: Class 5 contains 27011 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 42724 members 
Mstep: Class 8 contains 36620 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 18601 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 5296 members 
Mstep: Class 13 contains 21445 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 30934 members 
Mstep: Class 17 contains 4672 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 9962 members 
Mstep: Class 20 contains 23103 members 
Mstep: Class 21 contains 7681 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 20048 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 26740 members 
Mstep: Class 27 contains 4704 members 
Mstep: Class 28 contains 126038 members 
Mstep: Class 29 contains 5583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73839920.000000 Penalty: 95436.296875
Iteration 76Q: 30 clusters Score -7.383992e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14141 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 109046 members 
Mstep: Class 5 contains 27012 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 42820 members 
Mstep: Class 8 contains 36619 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 18600 members 
Mstep: Class 11 contains 1606 members 
Mstep: Class 12 contains 5294 members 
Mstep: Class 13 contains 21443 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 30931 members 
Mstep: Class 17 contains 4672 members 
Mstep: Class 18 contains 11506 members 
Mstep: Class 19 contains 9964 members 
Mstep: Class 20 contains 23092 members 
Mstep: Class 21 contains 7725 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 20049 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 761 members 
Mstep: Class 26 contains 26740 members 
Mstep: Class 27 contains 4704 members 
Mstep: Class 28 contains 126042 members 
Mstep: Class 29 contains 5583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73839872.000000 Penalty: 95436.296875
Iteration 77Q: 30 clusters Score -7.383987e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14155 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 109003 members 
Mstep: Class 5 contains 27012 members 
Mstep: Class 6 contains 3424 members 
Mstep: Class 7 contains 42924 members 
Mstep: Class 8 contains 36619 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 18600 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 5294 members 
Mstep: Class 13 contains 21438 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30926 members 
Mstep: Class 17 contains 4672 members 
Mstep: Class 18 contains 11488 members 
Mstep: Class 19 contains 9965 members 
Mstep: Class 20 contains 23077 members 
Mstep: Class 21 contains 7772 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 20050 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 761 members 
Mstep: Class 26 contains 26740 members 
Mstep: Class 27 contains 4704 members 
Mstep: Class 28 contains 126041 members 
Mstep: Class 29 contains 5583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73839840.000000 Penalty: 95436.296875
Iteration 78Q: 30 clusters Score -7.383984e+07 nChanged 231
Entering ConstructFrom: 
Score: -73839840.000000 Penalty: 95436.296875
Entering ConstructFrom: 
Trying to split cluster 1 (2359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Entering Unmasked Estep 
Score: -300708.187500 Penalty: 1925.966309
	Iteration 0F: 2 clusters Score -300708.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -297825.937500 Penalty: 3851.932617
	Iteration 0F: 3 clusters Score -297825.9 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -298456.687500 Penalty: 3851.932617
	Iteration 1F: 3 clusters Score -298456.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -298681.968750 Penalty: 3851.932617
	Iteration 2F: 3 clusters Score -298682 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -298810.156250 Penalty: 3851.932617
	Iteration 3F: 3 clusters Score -298810.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -298895.812500 Penalty: 3851.932617
	Iteration 4Q: 3 clusters Score -298895.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -298957.687500 Penalty: 3851.932617
	Iteration 5Q: 3 clusters Score -298957.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -299009.000000 Penalty: 3851.932617
	Iteration 6Q: 3 clusters Score -299009 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -299061.000000 Penalty: 3851.932617
	Iteration 7Q: 3 clusters Score -299061 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -299108.312500 Penalty: 3851.932617
	Iteration 8Q: 3 clusters Score -299108.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -299162.375000 Penalty: 3851.932617
	Iteration 9Q: 3 clusters Score -299162.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -299233.750000 Penalty: 3851.932617
	Iteration 10Q: 3 clusters Score -299233.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -299288.968750 Penalty: 3851.932617
	Iteration 11Q: 3 clusters Score -299289 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -299323.406250 Penalty: 3851.932617
	Iteration 12Q: 3 clusters Score -299323.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -299343.125000 Penalty: 3851.932617
	Iteration 13Q: 3 clusters Score -299343.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -299364.843750 Penalty: 3851.932617
	Iteration 14Q: 3 clusters Score -299364.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -299376.531250 Penalty: 3851.932617
	Iteration 15Q: 3 clusters Score -299376.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -299388.656250 Penalty: 3851.932617
	Iteration 16Q: 3 clusters Score -299388.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -299399.718750 Penalty: 3851.932617
	Iteration 17Q: 3 clusters Score -299399.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -299411.531250 Penalty: 3851.932617
	Iteration 18Q: 3 clusters Score -299411.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -299423.906250 Penalty: 3851.932617
	Iteration 19Q: 3 clusters Score -299423.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -299433.250000 Penalty: 3851.932617
	Iteration 20F: 3 clusters Score -299433.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -299438.343750 Penalty: 3851.932617
	Iteration 21Q: 3 clusters Score -299438.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -299443.218750 Penalty: 3851.932617
	Iteration 22Q: 3 clusters Score -299443.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -299446.531250 Penalty: 3851.932617
	Iteration 23Q: 3 clusters Score -299446.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -299449.625000 Penalty: 3851.932617
	Iteration 24Q: 3 clusters Score -299449.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -299449.500000 Penalty: 3851.932617
	Iteration 25Q: 3 clusters Score -299449.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -299449.500000 Penalty: 3851.932617
	Iteration 26F: 3 clusters Score -299449.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Entering Unmasked Estep 
Score: -1714049.375000 Penalty: 2370.637939
	Iteration 0F: 2 clusters Score -1714049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1703782.500000 Penalty: 4741.275879
	Iteration 0F: 3 clusters Score -1703782 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1707483.125000 Penalty: 4741.275879
	Iteration 1F: 3 clusters Score -1707483 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1708411.750000 Penalty: 4741.275879
	Iteration 2F: 3 clusters Score -1708412 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1709418.625000 Penalty: 4741.275879
	Iteration 3F: 3 clusters Score -1709419 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1710314.125000 Penalty: 4741.275879
	Iteration 4F: 3 clusters Score -1710314 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1711013.125000 Penalty: 4741.275879
	Iteration 5F: 3 clusters Score -1711013 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1711463.750000 Penalty: 4741.275879
	Iteration 6F: 3 clusters Score -1711464 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1711767.250000 Penalty: 4741.275879
	Iteration 7Q: 3 clusters Score -1711767 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1711979.375000 Penalty: 4741.275879
	Iteration 8Q: 3 clusters Score -1711979 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1712171.125000 Penalty: 4741.275879
	Iteration 9Q: 3 clusters Score -1712171 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1712353.375000 Penalty: 4741.275879
	Iteration 10Q: 3 clusters Score -1712353 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1712527.625000 Penalty: 4741.275879
	Iteration 11Q: 3 clusters Score -1712528 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1712687.750000 Penalty: 4741.275879
	Iteration 12Q: 3 clusters Score -1712688 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1712831.250000 Penalty: 4741.275879
	Iteration 13Q: 3 clusters Score -1712831 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1712996.000000 Penalty: 4741.275879
	Iteration 14Q: 3 clusters Score -1712996 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1713152.500000 Penalty: 4741.275879
	Iteration 15Q: 3 clusters Score -1713152 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1713280.875000 Penalty: 4741.275879
	Iteration 16Q: 3 clusters Score -1713281 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1713362.500000 Penalty: 4741.275879
	Iteration 17Q: 3 clusters Score -1713362 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1713409.125000 Penalty: 4741.275879
	Iteration 18Q: 3 clusters Score -1713409 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1713446.250000 Penalty: 4741.275879
	Iteration 19Q: 3 clusters Score -1713446 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1713465.000000 Penalty: 4741.275879
	Iteration 20F: 3 clusters Score -1713465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1713482.625000 Penalty: 4741.275879
	Iteration 21Q: 3 clusters Score -1713483 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1713485.875000 Penalty: 4741.275879
	Iteration 22Q: 3 clusters Score -1713486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1713488.375000 Penalty: 4741.275879
	Iteration 23Q: 3 clusters Score -1713488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1713491.000000 Penalty: 4741.275879
	Iteration 24Q: 3 clusters Score -1713491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1713494.750000 Penalty: 4741.275879
	Iteration 25Q: 3 clusters Score -1713495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1713497.625000 Penalty: 4741.275879
	Iteration 26Q: 3 clusters Score -1713498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1713494.875000 Penalty: 4741.275879
	Iteration 27Q: 3 clusters Score -1713495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1713498.375000 Penalty: 4741.275879
	Iteration 28Q: 3 clusters Score -1713498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1713498.125000 Penalty: 4741.275879
	Iteration 29Q: 3 clusters Score -1713498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1713500.750000 Penalty: 4741.275879
	Iteration 30Q: 3 clusters Score -1713501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1713503.125000 Penalty: 4741.275879
	Iteration 31Q: 3 clusters Score -1713503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1713505.750000 Penalty: 4741.275879
	Iteration 32Q: 3 clusters Score -1713506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1713503.375000 Penalty: 4741.275879
	Iteration 33Q: 3 clusters Score -1713503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1713504.500000 Penalty: 4741.275879
	Iteration 34Q: 3 clusters Score -1713504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1713504.875000 Penalty: 4741.275879
	Iteration 35Q: 3 clusters Score -1713505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1713503.125000 Penalty: 4741.275879
	Iteration 36Q: 3 clusters Score -1713503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1713502.375000 Penalty: 4741.275879
	Iteration 37Q: 3 clusters Score -1713502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1713504.500000 Penalty: 4741.275879
	Iteration 38Q: 3 clusters Score -1713504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1713506.500000 Penalty: 4741.275879
	Iteration 39Q: 3 clusters Score -1713506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1713508.125000 Penalty: 4741.275879
	Iteration 40F: 3 clusters Score -1713508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Entering Unmasked Estep 
Score: -335499.593750 Penalty: 1964.270752
	Iteration 0F: 2 clusters Score -335499.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -332440.531250 Penalty: 3928.541504
	Iteration 0F: 3 clusters Score -332440.5 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -333132.000000 Penalty: 3928.541504
	Iteration 1F: 3 clusters Score -333132 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -333361.031250 Penalty: 3928.541504
	Iteration 2F: 3 clusters Score -333361 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -333550.531250 Penalty: 3928.541504
	Iteration 3F: 3 clusters Score -333550.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -333692.500000 Penalty: 3928.541504
	Iteration 4Q: 3 clusters Score -333692.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -333830.250000 Penalty: 3928.541504
	Iteration 5Q: 3 clusters Score -333830.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -333937.562500 Penalty: 3928.541504
	Iteration 6Q: 3 clusters Score -333937.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -334066.843750 Penalty: 3928.541504
	Iteration 7Q: 3 clusters Score -334066.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -334236.500000 Penalty: 3928.541504
	Iteration 8Q: 3 clusters Score -334236.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -334429.718750 Penalty: 3928.541504
	Iteration 9Q: 3 clusters Score -334429.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -334625.687500 Penalty: 3928.541504
	Iteration 10Q: 3 clusters Score -334625.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -334774.562500 Penalty: 3928.541504
	Iteration 11Q: 3 clusters Score -334774.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -334891.968750 Penalty: 3928.541504
	Iteration 12Q: 3 clusters Score -334892 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -334945.187500 Penalty: 3928.541504
	Iteration 13Q: 3 clusters Score -334945.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -334964.906250 Penalty: 3928.541504
	Iteration 14Q: 3 clusters Score -334964.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -334979.343750 Penalty: 3928.541504
	Iteration 15Q: 3 clusters Score -334979.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -334994.125000 Penalty: 3928.541504
	Iteration 16Q: 3 clusters Score -334994.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -334999.812500 Penalty: 3928.541504
	Iteration 17Q: 3 clusters Score -334999.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -335002.781250 Penalty: 3928.541504
	Iteration 18Q: 3 clusters Score -335002.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -335006.562500 Penalty: 3928.541504
	Iteration 19Q: 3 clusters Score -335006.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -335010.281250 Penalty: 3928.541504
	Iteration 20F: 3 clusters Score -335010.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -335011.687500 Penalty: 3928.541504
	Iteration 21Q: 3 clusters Score -335011.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -335011.812500 Penalty: 3928.541504
	Iteration 22Q: 3 clusters Score -335011.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -335012.718750 Penalty: 3928.541504
	Iteration 23Q: 3 clusters Score -335012.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -335014.156250 Penalty: 3928.541504
	Iteration 24Q: 3 clusters Score -335014.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -335014.156250 Penalty: 3928.541504
	Iteration 25Q: 3 clusters Score -335014.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -335014.531250 Penalty: 3928.541504
	Iteration 26Q: 3 clusters Score -335014.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -335015.812500 Penalty: 3928.541504
	Iteration 27Q: 3 clusters Score -335015.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -335016.343750 Penalty: 3928.541504
	Iteration 28Q: 3 clusters Score -335016.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -335017.875000 Penalty: 3928.541504
	Iteration 29Q: 3 clusters Score -335017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -335020.312500 Penalty: 3928.541504
	Iteration 30Q: 3 clusters Score -335020.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -335023.218750 Penalty: 3928.541504
	Iteration 31Q: 3 clusters Score -335023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -335023.906250 Penalty: 3928.541504
	Iteration 32Q: 3 clusters Score -335023.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -335024.562500 Penalty: 3928.541504
	Iteration 33Q: 3 clusters Score -335024.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -335024.593750 Penalty: 3928.541504
	Iteration 34Q: 3 clusters Score -335024.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -335024.593750 Penalty: 3928.541504
	Iteration 35F: 3 clusters Score -335024.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (108963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108963 members 
Entering Unmasked Estep 
Score: -14294657.000000 Penalty: 2876.493408
	Iteration 0F: 2 clusters Score -1.429466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -14221884.000000 Penalty: 5752.986816
	Iteration 0F: 3 clusters Score -1.422188e+07 nChanged 51562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51971 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -14251380.000000 Penalty: 5752.986816
	Iteration 1F: 3 clusters Score -1.425138e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -14252719.000000 Penalty: 5752.986816
	Iteration 2Q: 3 clusters Score -1.425272e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -14254799.000000 Penalty: 5752.986816
	Iteration 3Q: 3 clusters Score -1.42548e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 65850 members 
Entering Unmasked Estep 
Score: -14258047.000000 Penalty: 5752.986816
	Iteration 4F: 3 clusters Score -1.425805e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -14262676.000000 Penalty: 5752.986816
	Iteration 5F: 3 clusters Score -1.426268e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 77800 members 
Entering Unmasked Estep 
Score: -14268277.000000 Penalty: 5752.986816
	Iteration 6F: 3 clusters Score -1.426828e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 84472 members 
Entering Unmasked Estep 
Score: -14273858.000000 Penalty: 5752.986816
	Iteration 7F: 3 clusters Score -1.427386e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 90725 members 
Entering Unmasked Estep 
Score: -14278706.000000 Penalty: 5752.986816
	Iteration 8F: 3 clusters Score -1.427871e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 95964 members 
Entering Unmasked Estep 
Score: -14282733.000000 Penalty: 5752.986816
	Iteration 9Q: 3 clusters Score -1.428273e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 100151 members 
Entering Unmasked Estep 
Score: -14286075.000000 Penalty: 5752.986816
	Iteration 10Q: 3 clusters Score -1.428608e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 103315 members 
Entering Unmasked Estep 
Score: -14288614.000000 Penalty: 5752.986816
	Iteration 11Q: 3 clusters Score -1.428861e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 105259 members 
Entering Unmasked Estep 
Score: -14290421.000000 Penalty: 5752.986816
	Iteration 12Q: 3 clusters Score -1.429042e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -14291507.000000 Penalty: 5752.986816
	Iteration 13Q: 3 clusters Score -1.429151e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 106662 members 
Entering Unmasked Estep 
Score: -14292263.000000 Penalty: 5752.986816
	Iteration 14Q: 3 clusters Score -1.429226e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 106732 members 
Entering Unmasked Estep 
Score: -14292794.000000 Penalty: 5752.986816
	Iteration 15Q: 3 clusters Score -1.429279e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 106695 members 
Entering Unmasked Estep 
Score: -14293017.000000 Penalty: 5752.986816
	Iteration 16Q: 3 clusters Score -1.429302e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 106634 members 
Entering Unmasked Estep 
Score: -14293112.000000 Penalty: 5752.986816
	Iteration 17Q: 3 clusters Score -1.429311e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 106578 members 
Entering Unmasked Estep 
Score: -14293184.000000 Penalty: 5752.986816
	Iteration 18Q: 3 clusters Score -1.429318e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 106544 members 
Entering Unmasked Estep 
Score: -14293222.000000 Penalty: 5752.986816
	Iteration 19Q: 3 clusters Score -1.429322e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 106498 members 
Entering Unmasked Estep 
Score: -14293246.000000 Penalty: 5752.986816
	Iteration 20F: 3 clusters Score -1.429325e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 106464 members 
Entering Unmasked Estep 
Score: -14293266.000000 Penalty: 5752.986816
	Iteration 21Q: 3 clusters Score -1.429327e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 106439 members 
Entering Unmasked Estep 
Score: -14293249.000000 Penalty: 5752.986816
	Iteration 22Q: 3 clusters Score -1.429325e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 106400 members 
Entering Unmasked Estep 
Score: -14293237.000000 Penalty: 5752.986816
	Iteration 23Q: 3 clusters Score -1.429324e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 106369 members 
Entering Unmasked Estep 
Score: -14293258.000000 Penalty: 5752.986816
	Iteration 24Q: 3 clusters Score -1.429326e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 106351 members 
Entering Unmasked Estep 
Score: -14293249.000000 Penalty: 5752.986816
	Iteration 25Q: 3 clusters Score -1.429325e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 106338 members 
Entering Unmasked Estep 
Score: -14293276.000000 Penalty: 5752.986816
	Iteration 26Q: 3 clusters Score -1.429328e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 106323 members 
Entering Unmasked Estep 
Score: -14293279.000000 Penalty: 5752.986816
	Iteration 27Q: 3 clusters Score -1.429328e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 106306 members 
Entering Unmasked Estep 
Score: -14293289.000000 Penalty: 5752.986816
	Iteration 28Q: 3 clusters Score -1.429329e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 106289 members 
Entering Unmasked Estep 
Score: -14293289.000000 Penalty: 5752.986816
	Iteration 29Q: 3 clusters Score -1.429329e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 106276 members 
Entering Unmasked Estep 
Score: -14293311.000000 Penalty: 5752.986816
	Iteration 30Q: 3 clusters Score -1.429331e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 106260 members 
Entering Unmasked Estep 
Score: -14293334.000000 Penalty: 5752.986816
	Iteration 31Q: 3 clusters Score -1.429333e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 106229 members 
Entering Unmasked Estep 
Score: -14293340.000000 Penalty: 5752.986816
	Iteration 32Q: 3 clusters Score -1.429334e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 106211 members 
Entering Unmasked Estep 
Score: -14293344.000000 Penalty: 5752.986816
	Iteration 33Q: 3 clusters Score -1.429334e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 106190 members 
Entering Unmasked Estep 
Score: -14293338.000000 Penalty: 5752.986816
	Iteration 34Q: 3 clusters Score -1.429334e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 106157 members 
Entering Unmasked Estep 
Score: -14293363.000000 Penalty: 5752.986816
	Iteration 35Q: 3 clusters Score -1.429336e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 106141 members 
Entering Unmasked Estep 
Score: -14293356.000000 Penalty: 5752.986816
	Iteration 36Q: 3 clusters Score -1.429336e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 106116 members 
Entering Unmasked Estep 
Score: -14293383.000000 Penalty: 5752.986816
	Iteration 37Q: 3 clusters Score -1.429338e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 106093 members 
Entering Unmasked Estep 
Score: -14293366.000000 Penalty: 5752.986816
	Iteration 38Q: 3 clusters Score -1.429337e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 106080 members 
Entering Unmasked Estep 
Score: -14293375.000000 Penalty: 5752.986816
	Iteration 39Q: 3 clusters Score -1.429338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 106072 members 
Entering Unmasked Estep 
Score: -14293372.000000 Penalty: 5752.986816
	Iteration 40F: 3 clusters Score -1.429337e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 106064 members 
Entering Unmasked Estep 
Score: -14293366.000000 Penalty: 5752.986816
	Iteration 41Q: 3 clusters Score -1.429337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 106056 members 
Entering Unmasked Estep 
Score: -14293368.000000 Penalty: 5752.986816
	Iteration 42Q: 3 clusters Score -1.429337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 106045 members 
Entering Unmasked Estep 
Score: -14293367.000000 Penalty: 5752.986816
	Iteration 43Q: 3 clusters Score -1.429337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 106039 members 
Entering Unmasked Estep 
Score: -14293362.000000 Penalty: 5752.986816
	Iteration 44Q: 3 clusters Score -1.429336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 106032 members 
Entering Unmasked Estep 
Score: -14293372.000000 Penalty: 5752.986816
	Iteration 45Q: 3 clusters Score -1.429337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 106029 members 
Entering Unmasked Estep 
Score: -14293362.000000 Penalty: 5752.986816
	Iteration 46Q: 3 clusters Score -1.429336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 106025 members 
Entering Unmasked Estep 
Score: -14293368.000000 Penalty: 5752.986816
	Iteration 47Q: 3 clusters Score -1.429337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 106020 members 
Entering Unmasked Estep 
Score: -14293369.000000 Penalty: 5752.986816
	Iteration 48Q: 3 clusters Score -1.429337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 106017 members 
Entering Unmasked Estep 
Score: -14293373.000000 Penalty: 5752.986816
	Iteration 49Q: 3 clusters Score -1.429337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 106017 members 
Entering Unmasked Estep 
Score: -14293369.000000 Penalty: 5752.986816
	Iteration 50Q: 3 clusters Score -1.429337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 106016 members 
Entering Unmasked Estep 
Score: -14293366.000000 Penalty: 5752.986816
	Iteration 51Q: 3 clusters Score -1.429337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 106014 members 
Entering Unmasked Estep 
Score: -14293366.000000 Penalty: 5752.986816
	Iteration 52Q: 3 clusters Score -1.429337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 106011 members 
Entering Unmasked Estep 
Score: -14293373.000000 Penalty: 5752.986816
	Iteration 53Q: 3 clusters Score -1.429337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 106010 members 
Entering Unmasked Estep 
Score: -14293375.000000 Penalty: 5752.986816
	Iteration 54Q: 3 clusters Score -1.429338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 106010 members 
Entering Unmasked Estep 
Score: -14293375.000000 Penalty: 5752.986816
	Iteration 55F: 3 clusters Score -1.429338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Entering Unmasked Estep 
Score: -3600443.000000 Penalty: 2530.591797
	Iteration 0F: 2 clusters Score -3600443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3581879.000000 Penalty: 5061.183594
	Iteration 0F: 3 clusters Score -3581879 nChanged 12091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3588487.250000 Penalty: 5061.183594
	Iteration 1F: 3 clusters Score -3588487 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -3589063.500000 Penalty: 5061.183594
	Iteration 2F: 3 clusters Score -3589064 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -3589904.500000 Penalty: 5061.183594
	Iteration 3F: 3 clusters Score -3589904 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -3591100.000000 Penalty: 5061.183594
	Iteration 4F: 3 clusters Score -3591100 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -3592815.000000 Penalty: 5061.183594
	Iteration 5F: 3 clusters Score -3592815 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -3594616.500000 Penalty: 5061.183594
	Iteration 6F: 3 clusters Score -3594616 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -3595965.250000 Penalty: 5061.183594
	Iteration 7F: 3 clusters Score -3595965 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -3596777.000000 Penalty: 5061.183594
	Iteration 8Q: 3 clusters Score -3596777 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -3597193.000000 Penalty: 5061.183594
	Iteration 9Q: 3 clusters Score -3597193 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -3597422.250000 Penalty: 5061.183594
	Iteration 10Q: 3 clusters Score -3597422 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -3597571.750000 Penalty: 5061.183594
	Iteration 11Q: 3 clusters Score -3597572 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -3597699.750000 Penalty: 5061.183594
	Iteration 12Q: 3 clusters Score -3597700 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -3597784.000000 Penalty: 5061.183594
	Iteration 13Q: 3 clusters Score -3597784 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3597833.500000 Penalty: 5061.183594
	Iteration 14Q: 3 clusters Score -3597834 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3597880.500000 Penalty: 5061.183594
	Iteration 15Q: 3 clusters Score -3597880 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3597924.000000 Penalty: 5061.183594
	Iteration 16Q: 3 clusters Score -3597924 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -3597956.500000 Penalty: 5061.183594
	Iteration 17Q: 3 clusters Score -3597956 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -3597987.000000 Penalty: 5061.183594
	Iteration 18Q: 3 clusters Score -3597987 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3598009.750000 Penalty: 5061.183594
	Iteration 19Q: 3 clusters Score -3598010 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3598034.000000 Penalty: 5061.183594
	Iteration 20F: 3 clusters Score -3598034 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3598050.250000 Penalty: 5061.183594
	Iteration 21Q: 3 clusters Score -3598050 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3598083.000000 Penalty: 5061.183594
	Iteration 22Q: 3 clusters Score -3598083 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -3598114.000000 Penalty: 5061.183594
	Iteration 23Q: 3 clusters Score -3598114 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -3598139.500000 Penalty: 5061.183594
	Iteration 24Q: 3 clusters Score -3598140 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3598162.250000 Penalty: 5061.183594
	Iteration 25Q: 3 clusters Score -3598162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3598191.000000 Penalty: 5061.183594
	Iteration 26Q: 3 clusters Score -3598191 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -3598222.750000 Penalty: 5061.183594
	Iteration 27Q: 3 clusters Score -3598223 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3598252.000000 Penalty: 5061.183594
	Iteration 28Q: 3 clusters Score -3598252 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3598295.000000 Penalty: 5061.183594
	Iteration 29Q: 3 clusters Score -3598295 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3598323.250000 Penalty: 5061.183594
	Iteration 30Q: 3 clusters Score -3598323 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3598350.000000 Penalty: 5061.183594
	Iteration 31Q: 3 clusters Score -3598350 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -3598372.750000 Penalty: 5061.183594
	Iteration 32Q: 3 clusters Score -3598373 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -3598386.000000 Penalty: 5061.183594
	Iteration 33Q: 3 clusters Score -3598386 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3598409.250000 Penalty: 5061.183594
	Iteration 34Q: 3 clusters Score -3598409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -3598416.500000 Penalty: 5061.183594
	Iteration 35Q: 3 clusters Score -3598416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -3598412.250000 Penalty: 5061.183594
	Iteration 36Q: 3 clusters Score -3598412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3598418.750000 Penalty: 5061.183594
	Iteration 37Q: 3 clusters Score -3598419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -3598429.500000 Penalty: 5061.183594
	Iteration 38Q: 3 clusters Score -3598430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -3598440.000000 Penalty: 5061.183594
	Iteration 39Q: 3 clusters Score -3598440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -3598448.250000 Penalty: 5061.183594
	Iteration 40F: 3 clusters Score -3598448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -3598447.500000 Penalty: 5061.183594
	Iteration 41Q: 3 clusters Score -3598448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -3598453.000000 Penalty: 5061.183594
	Iteration 42Q: 3 clusters Score -3598453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -3598456.750000 Penalty: 5061.183594
	Iteration 43Q: 3 clusters Score -3598457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3598462.250000 Penalty: 5061.183594
	Iteration 44Q: 3 clusters Score -3598462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3598471.000000 Penalty: 5061.183594
	Iteration 45Q: 3 clusters Score -3598471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -3598481.250000 Penalty: 5061.183594
	Iteration 46Q: 3 clusters Score -3598481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3598478.750000 Penalty: 5061.183594
	Iteration 47Q: 3 clusters Score -3598479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -3598487.500000 Penalty: 5061.183594
	Iteration 48Q: 3 clusters Score -3598488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3598488.000000 Penalty: 5061.183594
	Iteration 49Q: 3 clusters Score -3598488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -3598488.750000 Penalty: 5061.183594
	Iteration 50Q: 3 clusters Score -3598489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -3598487.500000 Penalty: 5061.183594
	Iteration 51Q: 3 clusters Score -3598488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3598493.500000 Penalty: 5061.183594
	Iteration 52Q: 3 clusters Score -3598494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -3598501.000000 Penalty: 5061.183594
	Iteration 53Q: 3 clusters Score -3598501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -3598506.500000 Penalty: 5061.183594
	Iteration 54Q: 3 clusters Score -3598506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3598506.500000 Penalty: 5061.183594
	Iteration 55Q: 3 clusters Score -3598506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -3598505.750000 Penalty: 5061.183594
	Iteration 56Q: 3 clusters Score -3598506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -3598504.250000 Penalty: 5061.183594
	Iteration 57Q: 3 clusters Score -3598504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3598507.750000 Penalty: 5061.183594
	Iteration 58Q: 3 clusters Score -3598508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -3598511.250000 Penalty: 5061.183594
	Iteration 59Q: 3 clusters Score -3598511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -3598515.250000 Penalty: 5061.183594
	Iteration 60F: 3 clusters Score -3598515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -3598513.750000 Penalty: 5061.183594
	Iteration 61Q: 3 clusters Score -3598514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -3598522.500000 Penalty: 5061.183594
	Iteration 62Q: 3 clusters Score -3598522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -3598528.250000 Penalty: 5061.183594
	Iteration 63Q: 3 clusters Score -3598528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3598549.000000 Penalty: 5061.183594
	Iteration 64Q: 3 clusters Score -3598549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -3598552.000000 Penalty: 5061.183594
	Iteration 65Q: 3 clusters Score -3598552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -3598558.250000 Penalty: 5061.183594
	Iteration 66Q: 3 clusters Score -3598558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3598569.750000 Penalty: 5061.183594
	Iteration 67Q: 3 clusters Score -3598570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -3598571.000000 Penalty: 5061.183594
	Iteration 68Q: 3 clusters Score -3598571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3598585.750000 Penalty: 5061.183594
	Iteration 69Q: 3 clusters Score -3598586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3598585.750000 Penalty: 5061.183594
	Iteration 70Q: 3 clusters Score -3598586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3598589.000000 Penalty: 5061.183594
	Iteration 71Q: 3 clusters Score -3598589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -3598588.250000 Penalty: 5061.183594
	Iteration 72Q: 3 clusters Score -3598588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -3598588.250000 Penalty: 5061.183594
	Iteration 73F: 3 clusters Score -3598588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Entering Unmasked Estep 
Score: -463538.906250 Penalty: 2012.649048
	Iteration 0F: 2 clusters Score -463538.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -460026.875000 Penalty: 4025.298096
	Iteration 0F: 3 clusters Score -460026.9 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -460724.218750 Penalty: 4025.298096
	Iteration 1F: 3 clusters Score -460724.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -460909.218750 Penalty: 4025.298096
	Iteration 2F: 3 clusters Score -460909.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -461008.062500 Penalty: 4025.298096
	Iteration 3Q: 3 clusters Score -461008.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -461060.375000 Penalty: 4025.298096
	Iteration 4Q: 3 clusters Score -461060.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -461099.250000 Penalty: 4025.298096
	Iteration 5Q: 3 clusters Score -461099.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -461132.250000 Penalty: 4025.298096
	Iteration 6Q: 3 clusters Score -461132.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -461158.906250 Penalty: 4025.298096
	Iteration 7Q: 3 clusters Score -461158.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -461172.968750 Penalty: 4025.298096
	Iteration 8Q: 3 clusters Score -461173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -461182.343750 Penalty: 4025.298096
	Iteration 9Q: 3 clusters Score -461182.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -461190.812500 Penalty: 4025.298096
	Iteration 10Q: 3 clusters Score -461190.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -461196.125000 Penalty: 4025.298096
	Iteration 11Q: 3 clusters Score -461196.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -461201.031250 Penalty: 4025.298096
	Iteration 12Q: 3 clusters Score -461201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -461203.281250 Penalty: 4025.298096
	Iteration 13Q: 3 clusters Score -461203.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -461205.125000 Penalty: 4025.298096
	Iteration 14Q: 3 clusters Score -461205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -461205.531250 Penalty: 4025.298096
	Iteration 15Q: 3 clusters Score -461205.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -461206.250000 Penalty: 4025.298096
	Iteration 16Q: 3 clusters Score -461206.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -461207.312500 Penalty: 4025.298096
	Iteration 17Q: 3 clusters Score -461207.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -461207.187500 Penalty: 4025.298096
	Iteration 18Q: 3 clusters Score -461207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -461208.031250 Penalty: 4025.298096
	Iteration 19Q: 3 clusters Score -461208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -461208.468750 Penalty: 4025.298096
	Iteration 20F: 3 clusters Score -461208.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Entering Unmasked Estep 
Score: -5615062.500000 Penalty: 2645.976074
	Iteration 0F: 2 clusters Score -5615062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -5585878.000000 Penalty: 5291.952148
	Iteration 0F: 3 clusters Score -5585878 nChanged 19931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -5597149.500000 Penalty: 5291.952148
	Iteration 1F: 3 clusters Score -5597150 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -5597879.000000 Penalty: 5291.952148
	Iteration 2Q: 3 clusters Score -5597879 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -5598822.500000 Penalty: 5291.952148
	Iteration 3F: 3 clusters Score -5598822 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -5600035.500000 Penalty: 5291.952148
	Iteration 4F: 3 clusters Score -5600036 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -5601669.000000 Penalty: 5291.952148
	Iteration 5F: 3 clusters Score -5601669 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -5603636.500000 Penalty: 5291.952148
	Iteration 6F: 3 clusters Score -5603636 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -5605714.500000 Penalty: 5291.952148
	Iteration 7F: 3 clusters Score -5605714 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -5607608.500000 Penalty: 5291.952148
	Iteration 8F: 3 clusters Score -5607608 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -5609147.500000 Penalty: 5291.952148
	Iteration 9Q: 3 clusters Score -5609148 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -5610362.000000 Penalty: 5291.952148
	Iteration 10Q: 3 clusters Score -5610362 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -5611179.000000 Penalty: 5291.952148
	Iteration 11Q: 3 clusters Score -5611179 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -5611781.500000 Penalty: 5291.952148
	Iteration 12Q: 3 clusters Score -5611782 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -5612155.000000 Penalty: 5291.952148
	Iteration 13Q: 3 clusters Score -5612155 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -5612384.500000 Penalty: 5291.952148
	Iteration 14Q: 3 clusters Score -5612384 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -5612513.500000 Penalty: 5291.952148
	Iteration 15Q: 3 clusters Score -5612514 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -5612600.500000 Penalty: 5291.952148
	Iteration 16Q: 3 clusters Score -5612600 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -5612658.500000 Penalty: 5291.952148
	Iteration 17Q: 3 clusters Score -5612658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -5612700.500000 Penalty: 5291.952148
	Iteration 18Q: 3 clusters Score -5612700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -5612730.500000 Penalty: 5291.952148
	Iteration 19Q: 3 clusters Score -5612730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -5612750.500000 Penalty: 5291.952148
	Iteration 20F: 3 clusters Score -5612750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -5612758.000000 Penalty: 5291.952148
	Iteration 21Q: 3 clusters Score -5612758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -5612778.500000 Penalty: 5291.952148
	Iteration 22Q: 3 clusters Score -5612778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -5612786.000000 Penalty: 5291.952148
	Iteration 23Q: 3 clusters Score -5612786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -5612791.000000 Penalty: 5291.952148
	Iteration 24Q: 3 clusters Score -5612791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -5612804.500000 Penalty: 5291.952148
	Iteration 25Q: 3 clusters Score -5612804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -5612813.000000 Penalty: 5291.952148
	Iteration 26Q: 3 clusters Score -5612813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -5612822.000000 Penalty: 5291.952148
	Iteration 27Q: 3 clusters Score -5612822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -5612816.000000 Penalty: 5291.952148
	Iteration 28Q: 3 clusters Score -5612816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -5612827.500000 Penalty: 5291.952148
	Iteration 29Q: 3 clusters Score -5612828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -5612829.500000 Penalty: 5291.952148
	Iteration 30Q: 3 clusters Score -5612830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -5612829.500000 Penalty: 5291.952148
	Iteration 31F: 3 clusters Score -5612830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Entering Unmasked Estep 
Score: -4837899.000000 Penalty: 2606.063965
	Iteration 0F: 2 clusters Score -4837899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -4813082.500000 Penalty: 5212.127930
	Iteration 0F: 3 clusters Score -4813082 nChanged 16539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -4822316.500000 Penalty: 5212.127930
	Iteration 1F: 3 clusters Score -4822316 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -4823069.500000 Penalty: 5212.127930
	Iteration 2F: 3 clusters Score -4823070 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -4824020.500000 Penalty: 5212.127930
	Iteration 3F: 3 clusters Score -4824020 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -4825019.000000 Penalty: 5212.127930
	Iteration 4F: 3 clusters Score -4825019 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -4826149.500000 Penalty: 5212.127930
	Iteration 5F: 3 clusters Score -4826150 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -4827395.000000 Penalty: 5212.127930
	Iteration 6F: 3 clusters Score -4827395 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -4828652.000000 Penalty: 5212.127930
	Iteration 7F: 3 clusters Score -4828652 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -4829927.500000 Penalty: 5212.127930
	Iteration 8F: 3 clusters Score -4829928 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -4831272.500000 Penalty: 5212.127930
	Iteration 9F: 3 clusters Score -4831272 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -4832425.000000 Penalty: 5212.127930
	Iteration 10Q: 3 clusters Score -4832425 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -4833399.500000 Penalty: 5212.127930
	Iteration 11Q: 3 clusters Score -4833400 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4834127.500000 Penalty: 5212.127930
	Iteration 12Q: 3 clusters Score -4834128 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4834697.500000 Penalty: 5212.127930
	Iteration 13Q: 3 clusters Score -4834698 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4835067.000000 Penalty: 5212.127930
	Iteration 14Q: 3 clusters Score -4835067 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4835274.500000 Penalty: 5212.127930
	Iteration 15Q: 3 clusters Score -4835274 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4835416.500000 Penalty: 5212.127930
	Iteration 16Q: 3 clusters Score -4835416 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4835493.500000 Penalty: 5212.127930
	Iteration 17Q: 3 clusters Score -4835494 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4835544.000000 Penalty: 5212.127930
	Iteration 18Q: 3 clusters Score -4835544 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4835584.500000 Penalty: 5212.127930
	Iteration 19Q: 3 clusters Score -4835584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4835616.000000 Penalty: 5212.127930
	Iteration 20F: 3 clusters Score -4835616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4835625.500000 Penalty: 5212.127930
	Iteration 21Q: 3 clusters Score -4835626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4835643.000000 Penalty: 5212.127930
	Iteration 22Q: 3 clusters Score -4835643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4835659.500000 Penalty: 5212.127930
	Iteration 23Q: 3 clusters Score -4835660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4835659.000000 Penalty: 5212.127930
	Iteration 24Q: 3 clusters Score -4835659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4835672.000000 Penalty: 5212.127930
	Iteration 25Q: 3 clusters Score -4835672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4835679.500000 Penalty: 5212.127930
	Iteration 26Q: 3 clusters Score -4835680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4835693.000000 Penalty: 5212.127930
	Iteration 27Q: 3 clusters Score -4835693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4835703.500000 Penalty: 5212.127930
	Iteration 28Q: 3 clusters Score -4835704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4835708.000000 Penalty: 5212.127930
	Iteration 29Q: 3 clusters Score -4835708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4835714.000000 Penalty: 5212.127930
	Iteration 30Q: 3 clusters Score -4835714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4835725.500000 Penalty: 5212.127930
	Iteration 31Q: 3 clusters Score -4835726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4835730.000000 Penalty: 5212.127930
	Iteration 32Q: 3 clusters Score -4835730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4835736.500000 Penalty: 5212.127930
	Iteration 33Q: 3 clusters Score -4835736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4835741.000000 Penalty: 5212.127930
	Iteration 34Q: 3 clusters Score -4835741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4835751.500000 Penalty: 5212.127930
	Iteration 35Q: 3 clusters Score -4835752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4835749.500000 Penalty: 5212.127930
	Iteration 36Q: 3 clusters Score -4835750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4835751.000000 Penalty: 5212.127930
	Iteration 37Q: 3 clusters Score -4835751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4835751.000000 Penalty: 5212.127930
	Iteration 38F: 3 clusters Score -4835751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Entering Unmasked Estep 
Score: -71179.625000 Penalty: 1634.053711
	Iteration 0F: 2 clusters Score -71179.62 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 363 members 
Entering Unmasked Estep 
Score: -69669.960938 Penalty: 3268.107422
	Iteration 0F: 3 clusters Score -69669.96 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70381.320312 Penalty: 3268.107422
	Iteration 1F: 3 clusters Score -70381.32 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70836.828125 Penalty: 3268.107422
	Iteration 2F: 3 clusters Score -70836.83 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -71186.140625 Penalty: 3268.107422
	Iteration 3F: 3 clusters Score -71186.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -71370.804688 Penalty: 3268.107422
	Iteration 4F: 3 clusters Score -71370.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -71444.812500 Penalty: 3268.107422
	Iteration 5Q: 3 clusters Score -71444.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71466.234375 Penalty: 3268.107422
	Iteration 6Q: 3 clusters Score -71466.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -71516.179688 Penalty: 3268.107422
	Iteration 7Q: 3 clusters Score -71516.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -71544.742188 Penalty: 3268.107422
	Iteration 8Q: 3 clusters Score -71544.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -71665.125000 Penalty: 3268.107422
	Iteration 9Q: 3 clusters Score -71665.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71690.000000 Penalty: 3268.107422
	Iteration 10Q: 3 clusters Score -71690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -71730.921875 Penalty: 3268.107422
	Iteration 11Q: 3 clusters Score -71730.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -71764.710938 Penalty: 3268.107422
	Iteration 12Q: 3 clusters Score -71764.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71788.125000 Penalty: 3268.107422
	Iteration 13Q: 3 clusters Score -71788.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71851.656250 Penalty: 3268.107422
	Iteration 14Q: 3 clusters Score -71851.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -71933.007812 Penalty: 3268.107422
	Iteration 15Q: 3 clusters Score -71933.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -71937.492188 Penalty: 3268.107422
	Iteration 16Q: 3 clusters Score -71937.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -71939.890625 Penalty: 3268.107422
	Iteration 17Q: 3 clusters Score -71939.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -71947.703125 Penalty: 3268.107422
	Iteration 18Q: 3 clusters Score -71947.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71952.156250 Penalty: 3268.107422
	Iteration 19Q: 3 clusters Score -71952.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -71953.546875 Penalty: 3268.107422
	Iteration 20F: 3 clusters Score -71953.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14172 members 
Mstep: Class 3 contains 2753 members 
Mstep: Class 4 contains 108963 members 
Mstep: Class 5 contains 27011 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 43013 members 
Mstep: Class 8 contains 36619 members 
Mstep: Class 9 contains 320 members 
Mstep: Class 10 contains 18600 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 5295 members 
Mstep: Class 13 contains 21432 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30927 members 
Mstep: Class 17 contains 4672 members 
Mstep: Class 18 contains 11474 members 
Mstep: Class 19 contains 9966 members 
Mstep: Class 20 contains 23062 members 
Mstep: Class 21 contains 7816 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 20050 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 761 members 
Mstep: Class 26 contains 26739 members 
Mstep: Class 27 contains 4705 members 
Mstep: Class 28 contains 126039 members 
Mstep: Class 29 contains 5583 members 
Mstep: Class 30 contains 407 members 
Entering Unmasked Estep 
Score: -73839120.000000 Penalty: 98727.203125
Splitting cluster 9 changes total score from -73839840.000000 to -73839120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (18600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Entering Unmasked Estep 
Score: -2406173.750000 Penalty: 2438.067383
	Iteration 0F: 2 clusters Score -2406174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2393031.000000 Penalty: 4876.134766
	Iteration 0F: 3 clusters Score -2393031 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2397833.250000 Penalty: 4876.134766
	Iteration 1F: 3 clusters Score -2397833 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2398694.250000 Penalty: 4876.134766
	Iteration 2F: 3 clusters Score -2398694 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2399540.250000 Penalty: 4876.134766
	Iteration 3F: 3 clusters Score -2399540 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2400438.750000 Penalty: 4876.134766
	Iteration 4F: 3 clusters Score -2400439 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2401331.500000 Penalty: 4876.134766
	Iteration 5F: 3 clusters Score -2401332 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2402117.750000 Penalty: 4876.134766
	Iteration 6F: 3 clusters Score -2402118 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2402743.250000 Penalty: 4876.134766
	Iteration 7F: 3 clusters Score -2402743 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2403232.250000 Penalty: 4876.134766
	Iteration 8Q: 3 clusters Score -2403232 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2403604.750000 Penalty: 4876.134766
	Iteration 9Q: 3 clusters Score -2403605 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2403908.500000 Penalty: 4876.134766
	Iteration 10Q: 3 clusters Score -2403908 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2404210.000000 Penalty: 4876.134766
	Iteration 11Q: 3 clusters Score -2404210 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2404470.000000 Penalty: 4876.134766
	Iteration 12Q: 3 clusters Score -2404470 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2404729.500000 Penalty: 4876.134766
	Iteration 13Q: 3 clusters Score -2404730 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2404972.250000 Penalty: 4876.134766
	Iteration 14Q: 3 clusters Score -2404972 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2405194.750000 Penalty: 4876.134766
	Iteration 15Q: 3 clusters Score -2405195 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2405383.750000 Penalty: 4876.134766
	Iteration 16Q: 3 clusters Score -2405384 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2405520.500000 Penalty: 4876.134766
	Iteration 17Q: 3 clusters Score -2405520 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2405622.750000 Penalty: 4876.134766
	Iteration 18Q: 3 clusters Score -2405623 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2405699.250000 Penalty: 4876.134766
	Iteration 19Q: 3 clusters Score -2405699 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2405775.500000 Penalty: 4876.134766
	Iteration 20F: 3 clusters Score -2405776 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2405814.750000 Penalty: 4876.134766
	Iteration 21Q: 3 clusters Score -2405815 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2405831.500000 Penalty: 4876.134766
	Iteration 22Q: 3 clusters Score -2405832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2405838.750000 Penalty: 4876.134766
	Iteration 23Q: 3 clusters Score -2405839 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2405847.000000 Penalty: 4876.134766
	Iteration 24Q: 3 clusters Score -2405847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2405854.000000 Penalty: 4876.134766
	Iteration 25Q: 3 clusters Score -2405854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2405858.250000 Penalty: 4876.134766
	Iteration 26Q: 3 clusters Score -2405858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2405858.750000 Penalty: 4876.134766
	Iteration 27Q: 3 clusters Score -2405859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2405862.500000 Penalty: 4876.134766
	Iteration 28Q: 3 clusters Score -2405862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2405865.000000 Penalty: 4876.134766
	Iteration 29Q: 3 clusters Score -2405865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2405863.500000 Penalty: 4876.134766
	Iteration 30Q: 3 clusters Score -2405864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2405867.500000 Penalty: 4876.134766
	Iteration 31Q: 3 clusters Score -2405868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2405864.250000 Penalty: 4876.134766
	Iteration 32Q: 3 clusters Score -2405864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2405867.250000 Penalty: 4876.134766
	Iteration 33Q: 3 clusters Score -2405867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2405866.500000 Penalty: 4876.134766
	Iteration 34Q: 3 clusters Score -2405866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2405868.000000 Penalty: 4876.134766
	Iteration 35Q: 3 clusters Score -2405868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2405873.000000 Penalty: 4876.134766
	Iteration 36Q: 3 clusters Score -2405873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2405869.500000 Penalty: 4876.134766
	Iteration 37Q: 3 clusters Score -2405870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2405869.500000 Penalty: 4876.134766
	Iteration 38F: 3 clusters Score -2405870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -181729.703125 Penalty: 1830.766846
	Iteration 0F: 2 clusters Score -181729.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -179479.781250 Penalty: 3661.533691
	Iteration 0F: 3 clusters Score -179479.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -180011.578125 Penalty: 3661.533691
	Iteration 1F: 3 clusters Score -180011.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -180242.171875 Penalty: 3661.533691
	Iteration 2F: 3 clusters Score -180242.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -180405.515625 Penalty: 3661.533691
	Iteration 3F: 3 clusters Score -180405.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -180641.078125 Penalty: 3661.533691
	Iteration 4F: 3 clusters Score -180641.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -181194.937500 Penalty: 3661.533691
	Iteration 5F: 3 clusters Score -181194.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -181664.859375 Penalty: 3661.533691
	Iteration 6F: 3 clusters Score -181664.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -181936.250000 Penalty: 3661.533691
	Iteration 7F: 3 clusters Score -181936.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -182163.031250 Penalty: 3661.533691
	Iteration 8Q: 3 clusters Score -182163 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -182312.390625 Penalty: 3661.533691
	Iteration 9Q: 3 clusters Score -182312.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -182407.671875 Penalty: 3661.533691
	Iteration 10Q: 3 clusters Score -182407.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -182489.390625 Penalty: 3661.533691
	Iteration 11Q: 3 clusters Score -182489.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -182543.640625 Penalty: 3661.533691
	Iteration 12Q: 3 clusters Score -182543.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -182587.531250 Penalty: 3661.533691
	Iteration 13Q: 3 clusters Score -182587.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -182602.375000 Penalty: 3661.533691
	Iteration 14Q: 3 clusters Score -182602.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -182608.000000 Penalty: 3661.533691
	Iteration 15Q: 3 clusters Score -182608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -182611.625000 Penalty: 3661.533691
	Iteration 16Q: 3 clusters Score -182611.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -182611.625000 Penalty: 3661.533691
	Iteration 17F: 3 clusters Score -182611.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14172 members 
Mstep: Class 3 contains 2753 members 
Mstep: Class 4 contains 108963 members 
Mstep: Class 5 contains 27011 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 43013 members 
Mstep: Class 8 contains 36619 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 18600 members 
Mstep: Class 11 contains 609 members 
Mstep: Class 12 contains 5295 members 
Mstep: Class 13 contains 21432 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30927 members 
Mstep: Class 17 contains 4672 members 
Mstep: Class 18 contains 11474 members 
Mstep: Class 19 contains 9966 members 
Mstep: Class 20 contains 23062 members 
Mstep: Class 21 contains 7816 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 20050 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 761 members 
Mstep: Class 26 contains 26739 members 
Mstep: Class 27 contains 4705 members 
Mstep: Class 28 contains 126039 members 
Mstep: Class 29 contains 5583 members 
Mstep: Class 30 contains 998 members 
Entering Unmasked Estep 
Score: -73839440.000000 Penalty: 98727.203125
Splitting cluster 11 changes total score from -73839840.000000 to -73839440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (5295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Entering Unmasked Estep 
Score: -649374.625000 Penalty: 2126.480469
	Iteration 0F: 2 clusters Score -649374.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -644611.437500 Penalty: 4252.960938
	Iteration 0F: 3 clusters Score -644611.4 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -646125.500000 Penalty: 4252.960938
	Iteration 1F: 3 clusters Score -646125.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -646655.250000 Penalty: 4252.960938
	Iteration 2F: 3 clusters Score -646655.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -647108.687500 Penalty: 4252.960938
	Iteration 3F: 3 clusters Score -647108.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -647452.250000 Penalty: 4252.960938
	Iteration 4F: 3 clusters Score -647452.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -647757.812500 Penalty: 4252.960938
	Iteration 5F: 3 clusters Score -647757.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -647987.625000 Penalty: 4252.960938
	Iteration 6Q: 3 clusters Score -647987.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -648160.187500 Penalty: 4252.960938
	Iteration 7Q: 3 clusters Score -648160.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -648258.562500 Penalty: 4252.960938
	Iteration 8Q: 3 clusters Score -648258.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -648325.937500 Penalty: 4252.960938
	Iteration 9Q: 3 clusters Score -648325.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -648385.375000 Penalty: 4252.960938
	Iteration 10Q: 3 clusters Score -648385.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -648430.312500 Penalty: 4252.960938
	Iteration 11Q: 3 clusters Score -648430.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -648470.062500 Penalty: 4252.960938
	Iteration 12Q: 3 clusters Score -648470.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -648509.687500 Penalty: 4252.960938
	Iteration 13Q: 3 clusters Score -648509.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -648538.687500 Penalty: 4252.960938
	Iteration 14Q: 3 clusters Score -648538.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -648557.750000 Penalty: 4252.960938
	Iteration 15Q: 3 clusters Score -648557.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -648580.375000 Penalty: 4252.960938
	Iteration 16Q: 3 clusters Score -648580.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -648595.750000 Penalty: 4252.960938
	Iteration 17Q: 3 clusters Score -648595.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -648606.625000 Penalty: 4252.960938
	Iteration 18Q: 3 clusters Score -648606.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -648614.625000 Penalty: 4252.960938
	Iteration 19Q: 3 clusters Score -648614.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -648620.875000 Penalty: 4252.960938
	Iteration 20F: 3 clusters Score -648620.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -648622.312500 Penalty: 4252.960938
	Iteration 21Q: 3 clusters Score -648622.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -648624.312500 Penalty: 4252.960938
	Iteration 22Q: 3 clusters Score -648624.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -648626.625000 Penalty: 4252.960938
	Iteration 23Q: 3 clusters Score -648626.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -648630.000000 Penalty: 4252.960938
	Iteration 24Q: 3 clusters Score -648630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -648630.812500 Penalty: 4252.960938
	Iteration 25Q: 3 clusters Score -648630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -648631.750000 Penalty: 4252.960938
	Iteration 26Q: 3 clusters Score -648631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -648632.125000 Penalty: 4252.960938
	Iteration 27Q: 3 clusters Score -648632.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -648632.687500 Penalty: 4252.960938
	Iteration 28Q: 3 clusters Score -648632.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -648633.000000 Penalty: 4252.960938
	Iteration 29Q: 3 clusters Score -648633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -648634.875000 Penalty: 4252.960938
	Iteration 30Q: 3 clusters Score -648634.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -648636.812500 Penalty: 4252.960938
	Iteration 31Q: 3 clusters Score -648636.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -648637.562500 Penalty: 4252.960938
	Iteration 32Q: 3 clusters Score -648637.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -648638.937500 Penalty: 4252.960938
	Iteration 33Q: 3 clusters Score -648638.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -648639.687500 Penalty: 4252.960938
	Iteration 34Q: 3 clusters Score -648639.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -648639.687500 Penalty: 4252.960938
	Iteration 35F: 3 clusters Score -648639.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Entering Unmasked Estep 
Score: -2778635.750000 Penalty: 2473.214844
	Iteration 0F: 2 clusters Score -2778636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2763628.250000 Penalty: 4946.429688
	Iteration 0F: 3 clusters Score -2763628 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2768955.250000 Penalty: 4946.429688
	Iteration 1F: 3 clusters Score -2768955 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2769750.000000 Penalty: 4946.429688
	Iteration 2F: 3 clusters Score -2769750 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2770736.750000 Penalty: 4946.429688
	Iteration 3F: 3 clusters Score -2770737 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2771864.500000 Penalty: 4946.429688
	Iteration 4F: 3 clusters Score -2771864 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2772997.750000 Penalty: 4946.429688
	Iteration 5F: 3 clusters Score -2772998 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2773853.500000 Penalty: 4946.429688
	Iteration 6F: 3 clusters Score -2773854 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2774459.000000 Penalty: 4946.429688
	Iteration 7F: 3 clusters Score -2774459 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2774860.500000 Penalty: 4946.429688
	Iteration 8Q: 3 clusters Score -2774860 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2775145.750000 Penalty: 4946.429688
	Iteration 9Q: 3 clusters Score -2775146 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2775365.000000 Penalty: 4946.429688
	Iteration 10Q: 3 clusters Score -2775365 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2775585.000000 Penalty: 4946.429688
	Iteration 11Q: 3 clusters Score -2775585 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2775791.500000 Penalty: 4946.429688
	Iteration 12Q: 3 clusters Score -2775792 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2775989.250000 Penalty: 4946.429688
	Iteration 13Q: 3 clusters Score -2775989 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2776153.000000 Penalty: 4946.429688
	Iteration 14Q: 3 clusters Score -2776153 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2776320.250000 Penalty: 4946.429688
	Iteration 15Q: 3 clusters Score -2776320 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2776454.500000 Penalty: 4946.429688
	Iteration 16Q: 3 clusters Score -2776454 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2776571.750000 Penalty: 4946.429688
	Iteration 17Q: 3 clusters Score -2776572 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2776653.500000 Penalty: 4946.429688
	Iteration 18Q: 3 clusters Score -2776654 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2776740.250000 Penalty: 4946.429688
	Iteration 19Q: 3 clusters Score -2776740 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2776794.750000 Penalty: 4946.429688
	Iteration 20F: 3 clusters Score -2776795 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2776834.500000 Penalty: 4946.429688
	Iteration 21Q: 3 clusters Score -2776834 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2776881.250000 Penalty: 4946.429688
	Iteration 22Q: 3 clusters Score -2776881 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2776913.750000 Penalty: 4946.429688
	Iteration 23Q: 3 clusters Score -2776914 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2776957.750000 Penalty: 4946.429688
	Iteration 24Q: 3 clusters Score -2776958 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2776988.250000 Penalty: 4946.429688
	Iteration 25Q: 3 clusters Score -2776988 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2777016.250000 Penalty: 4946.429688
	Iteration 26Q: 3 clusters Score -2777016 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2777032.500000 Penalty: 4946.429688
	Iteration 27Q: 3 clusters Score -2777032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2777038.000000 Penalty: 4946.429688
	Iteration 28Q: 3 clusters Score -2777038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2777043.250000 Penalty: 4946.429688
	Iteration 29Q: 3 clusters Score -2777043 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2777066.500000 Penalty: 4946.429688
	Iteration 30Q: 3 clusters Score -2777066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2777070.250000 Penalty: 4946.429688
	Iteration 31Q: 3 clusters Score -2777070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2777071.750000 Penalty: 4946.429688
	Iteration 32Q: 3 clusters Score -2777072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2777080.250000 Penalty: 4946.429688
	Iteration 33Q: 3 clusters Score -2777080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2777080.250000 Penalty: 4946.429688
	Iteration 34Q: 3 clusters Score -2777080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2777086.500000 Penalty: 4946.429688
	Iteration 35Q: 3 clusters Score -2777086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2777090.500000 Penalty: 4946.429688
	Iteration 36Q: 3 clusters Score -2777090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2777095.250000 Penalty: 4946.429688
	Iteration 37Q: 3 clusters Score -2777095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2777106.750000 Penalty: 4946.429688
	Iteration 38Q: 3 clusters Score -2777107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2777109.250000 Penalty: 4946.429688
	Iteration 39Q: 3 clusters Score -2777109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2777109.500000 Penalty: 4946.429688
	Iteration 40F: 3 clusters Score -2777110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2777109.500000 Penalty: 4946.429688
	Iteration 41Q: 3 clusters Score -2777110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2777111.750000 Penalty: 4946.429688
	Iteration 42Q: 3 clusters Score -2777112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2777114.000000 Penalty: 4946.429688
	Iteration 43Q: 3 clusters Score -2777114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2777119.750000 Penalty: 4946.429688
	Iteration 44Q: 3 clusters Score -2777120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2777126.000000 Penalty: 4946.429688
	Iteration 45Q: 3 clusters Score -2777126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2777126.250000 Penalty: 4946.429688
	Iteration 46Q: 3 clusters Score -2777126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2777129.750000 Penalty: 4946.429688
	Iteration 47Q: 3 clusters Score -2777130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2777128.250000 Penalty: 4946.429688
	Iteration 48Q: 3 clusters Score -2777128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2777130.250000 Penalty: 4946.429688
	Iteration 49Q: 3 clusters Score -2777130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2777127.250000 Penalty: 4946.429688
	Iteration 50Q: 3 clusters Score -2777127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2777128.500000 Penalty: 4946.429688
	Iteration 51Q: 3 clusters Score -2777128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2777128.000000 Penalty: 4946.429688
	Iteration 52Q: 3 clusters Score -2777128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2777134.750000 Penalty: 4946.429688
	Iteration 53Q: 3 clusters Score -2777135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2777133.250000 Penalty: 4946.429688
	Iteration 54Q: 3 clusters Score -2777133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2777131.250000 Penalty: 4946.429688
	Iteration 55Q: 3 clusters Score -2777131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2777123.250000 Penalty: 4946.429688
	Iteration 56Q: 3 clusters Score -2777123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2777123.750000 Penalty: 4946.429688
	Iteration 57Q: 3 clusters Score -2777124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2777131.750000 Penalty: 4946.429688
	Iteration 58Q: 3 clusters Score -2777132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2777137.250000 Penalty: 4946.429688
	Iteration 59Q: 3 clusters Score -2777137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2777135.250000 Penalty: 4946.429688
	Iteration 60F: 3 clusters Score -2777135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2777134.500000 Penalty: 4946.429688
	Iteration 61Q: 3 clusters Score -2777134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2777132.500000 Penalty: 4946.429688
	Iteration 62Q: 3 clusters Score -2777132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2777136.250000 Penalty: 4946.429688
	Iteration 63Q: 3 clusters Score -2777136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2777140.250000 Penalty: 4946.429688
	Iteration 64Q: 3 clusters Score -2777140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2777147.000000 Penalty: 4946.429688
	Iteration 65Q: 3 clusters Score -2777147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2777144.000000 Penalty: 4946.429688
	Iteration 66Q: 3 clusters Score -2777144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2777149.000000 Penalty: 4946.429688
	Iteration 67Q: 3 clusters Score -2777149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2777147.250000 Penalty: 4946.429688
	Iteration 68Q: 3 clusters Score -2777147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2777150.250000 Penalty: 4946.429688
	Iteration 69Q: 3 clusters Score -2777150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2777154.500000 Penalty: 4946.429688
	Iteration 70Q: 3 clusters Score -2777154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2777153.750000 Penalty: 4946.429688
	Iteration 71Q: 3 clusters Score -2777154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2777151.750000 Penalty: 4946.429688
	Iteration 72Q: 3 clusters Score -2777152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2777156.000000 Penalty: 4946.429688
	Iteration 73Q: 3 clusters Score -2777156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2777156.000000 Penalty: 4946.429688
	Iteration 74F: 3 clusters Score -2777156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Entering Unmasked Estep 
Score: -288790.531250 Penalty: 1908.322266
	Iteration 0F: 2 clusters Score -288790.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -286028.250000 Penalty: 3816.644531
	Iteration 0F: 3 clusters Score -286028.2 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -286525.968750 Penalty: 3816.644531
	Iteration 1F: 3 clusters Score -286526 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -286658.968750 Penalty: 3816.644531
	Iteration 2F: 3 clusters Score -286659 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -286749.531250 Penalty: 3816.644531
	Iteration 3Q: 3 clusters Score -286749.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -286822.687500 Penalty: 3816.644531
	Iteration 4Q: 3 clusters Score -286822.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -286864.875000 Penalty: 3816.644531
	Iteration 5Q: 3 clusters Score -286864.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -286899.343750 Penalty: 3816.644531
	Iteration 6Q: 3 clusters Score -286899.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -286931.562500 Penalty: 3816.644531
	Iteration 7Q: 3 clusters Score -286931.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -286967.593750 Penalty: 3816.644531
	Iteration 8Q: 3 clusters Score -286967.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -287005.312500 Penalty: 3816.644531
	Iteration 9Q: 3 clusters Score -287005.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -287047.781250 Penalty: 3816.644531
	Iteration 10Q: 3 clusters Score -287047.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -287086.875000 Penalty: 3816.644531
	Iteration 11Q: 3 clusters Score -287086.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -287148.812500 Penalty: 3816.644531
	Iteration 12Q: 3 clusters Score -287148.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -287212.718750 Penalty: 3816.644531
	Iteration 13Q: 3 clusters Score -287212.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -287263.656250 Penalty: 3816.644531
	Iteration 14Q: 3 clusters Score -287263.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -287344.687500 Penalty: 3816.644531
	Iteration 15Q: 3 clusters Score -287344.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -287479.031250 Penalty: 3816.644531
	Iteration 16Q: 3 clusters Score -287479 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -287644.468750 Penalty: 3816.644531
	Iteration 17Q: 3 clusters Score -287644.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -287765.500000 Penalty: 3816.644531
	Iteration 18Q: 3 clusters Score -287765.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -287818.562500 Penalty: 3816.644531
	Iteration 19Q: 3 clusters Score -287818.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -287863.343750 Penalty: 3816.644531
	Iteration 20F: 3 clusters Score -287863.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -287897.218750 Penalty: 3816.644531
	Iteration 21Q: 3 clusters Score -287897.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -287925.250000 Penalty: 3816.644531
	Iteration 22Q: 3 clusters Score -287925.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -287953.312500 Penalty: 3816.644531
	Iteration 23Q: 3 clusters Score -287953.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -287971.437500 Penalty: 3816.644531
	Iteration 24Q: 3 clusters Score -287971.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -287984.531250 Penalty: 3816.644531
	Iteration 25Q: 3 clusters Score -287984.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -287999.531250 Penalty: 3816.644531
	Iteration 26Q: 3 clusters Score -287999.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -288008.375000 Penalty: 3816.644531
	Iteration 27Q: 3 clusters Score -288008.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -288016.343750 Penalty: 3816.644531
	Iteration 28Q: 3 clusters Score -288016.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -288028.468750 Penalty: 3816.644531
	Iteration 29Q: 3 clusters Score -288028.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -288032.187500 Penalty: 3816.644531
	Iteration 30Q: 3 clusters Score -288032.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -288034.937500 Penalty: 3816.644531
	Iteration 31Q: 3 clusters Score -288034.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -288035.625000 Penalty: 3816.644531
	Iteration 32Q: 3 clusters Score -288035.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -288037.968750 Penalty: 3816.644531
	Iteration 33Q: 3 clusters Score -288038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -288038.406250 Penalty: 3816.644531
	Iteration 34Q: 3 clusters Score -288038.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -288038.406250 Penalty: 3816.644531
	Iteration 35F: 3 clusters Score -288038.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Entering Unmasked Estep 
Score: -1855402.875000 Penalty: 2372.590088
	Iteration 0F: 2 clusters Score -1855403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1844940.875000 Penalty: 4745.180176
	Iteration 0F: 3 clusters Score -1844941 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1848237.625000 Penalty: 4745.180176
	Iteration 1F: 3 clusters Score -1848238 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1848619.500000 Penalty: 4745.180176
	Iteration 2F: 3 clusters Score -1848620 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1848933.250000 Penalty: 4745.180176
	Iteration 3F: 3 clusters Score -1848933 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1849283.625000 Penalty: 4745.180176
	Iteration 4Q: 3 clusters Score -1849284 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1849693.000000 Penalty: 4745.180176
	Iteration 5F: 3 clusters Score -1849693 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1850238.500000 Penalty: 4745.180176
	Iteration 6F: 3 clusters Score -1850238 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1850919.125000 Penalty: 4745.180176
	Iteration 7F: 3 clusters Score -1850919 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1851651.875000 Penalty: 4745.180176
	Iteration 8F: 3 clusters Score -1851652 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1852298.250000 Penalty: 4745.180176
	Iteration 9F: 3 clusters Score -1852298 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1852729.875000 Penalty: 4745.180176
	Iteration 10Q: 3 clusters Score -1852730 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1853016.750000 Penalty: 4745.180176
	Iteration 11Q: 3 clusters Score -1853017 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1853180.500000 Penalty: 4745.180176
	Iteration 12Q: 3 clusters Score -1853180 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1853275.625000 Penalty: 4745.180176
	Iteration 13Q: 3 clusters Score -1853276 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1853327.500000 Penalty: 4745.180176
	Iteration 14Q: 3 clusters Score -1853328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1853365.375000 Penalty: 4745.180176
	Iteration 15Q: 3 clusters Score -1853365 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1853393.625000 Penalty: 4745.180176
	Iteration 16Q: 3 clusters Score -1853394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1853414.750000 Penalty: 4745.180176
	Iteration 17Q: 3 clusters Score -1853415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1853435.500000 Penalty: 4745.180176
	Iteration 18Q: 3 clusters Score -1853436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1853445.375000 Penalty: 4745.180176
	Iteration 19Q: 3 clusters Score -1853445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1853448.125000 Penalty: 4745.180176
	Iteration 20F: 3 clusters Score -1853448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1853449.625000 Penalty: 4745.180176
	Iteration 21Q: 3 clusters Score -1853450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1853452.250000 Penalty: 4745.180176
	Iteration 22Q: 3 clusters Score -1853452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1853453.625000 Penalty: 4745.180176
	Iteration 23Q: 3 clusters Score -1853454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1853453.250000 Penalty: 4745.180176
	Iteration 24Q: 3 clusters Score -1853453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1853453.250000 Penalty: 4745.180176
	Iteration 25F: 3 clusters Score -1853453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Entering Unmasked Estep 
Score: -4080864.000000 Penalty: 2564.167480
	Iteration 0F: 2 clusters Score -4080864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -4059674.000000 Penalty: 5128.334961
	Iteration 0F: 3 clusters Score -4059674 nChanged 13905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -4067312.750000 Penalty: 5128.334961
	Iteration 1F: 3 clusters Score -4067313 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -4067741.250000 Penalty: 5128.334961
	Iteration 2Q: 3 clusters Score -4067741 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -4068093.750000 Penalty: 5128.334961
	Iteration 3Q: 3 clusters Score -4068094 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -4068417.500000 Penalty: 5128.334961
	Iteration 4Q: 3 clusters Score -4068418 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4068732.250000 Penalty: 5128.334961
	Iteration 5Q: 3 clusters Score -4068732 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -4069090.250000 Penalty: 5128.334961
	Iteration 6Q: 3 clusters Score -4069090 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -4069524.500000 Penalty: 5128.334961
	Iteration 7Q: 3 clusters Score -4069524 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -4070084.250000 Penalty: 5128.334961
	Iteration 8Q: 3 clusters Score -4070084 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -4070741.000000 Penalty: 5128.334961
	Iteration 9Q: 3 clusters Score -4070741 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -4071489.250000 Penalty: 5128.334961
	Iteration 10Q: 3 clusters Score -4071489 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -4072290.000000 Penalty: 5128.334961
	Iteration 11Q: 3 clusters Score -4072290 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -4073215.250000 Penalty: 5128.334961
	Iteration 12Q: 3 clusters Score -4073215 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -4074176.500000 Penalty: 5128.334961
	Iteration 13Q: 3 clusters Score -4074176 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -4075208.000000 Penalty: 5128.334961
	Iteration 14Q: 3 clusters Score -4075208 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -4076142.250000 Penalty: 5128.334961
	Iteration 15Q: 3 clusters Score -4076142 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -4076942.500000 Penalty: 5128.334961
	Iteration 16Q: 3 clusters Score -4076942 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4077622.500000 Penalty: 5128.334961
	Iteration 17Q: 3 clusters Score -4077622 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4078009.500000 Penalty: 5128.334961
	Iteration 18Q: 3 clusters Score -4078010 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4078238.500000 Penalty: 5128.334961
	Iteration 19Q: 3 clusters Score -4078238 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4078395.250000 Penalty: 5128.334961
	Iteration 20F: 3 clusters Score -4078395 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4078496.500000 Penalty: 5128.334961
	Iteration 21Q: 3 clusters Score -4078496 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4078552.750000 Penalty: 5128.334961
	Iteration 22Q: 3 clusters Score -4078553 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4078609.500000 Penalty: 5128.334961
	Iteration 23Q: 3 clusters Score -4078610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4078648.750000 Penalty: 5128.334961
	Iteration 24Q: 3 clusters Score -4078649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4078674.500000 Penalty: 5128.334961
	Iteration 25Q: 3 clusters Score -4078674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4078696.500000 Penalty: 5128.334961
	Iteration 26Q: 3 clusters Score -4078696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4078717.500000 Penalty: 5128.334961
	Iteration 27Q: 3 clusters Score -4078718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4078719.000000 Penalty: 5128.334961
	Iteration 28Q: 3 clusters Score -4078719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4078727.500000 Penalty: 5128.334961
	Iteration 29Q: 3 clusters Score -4078728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4078746.250000 Penalty: 5128.334961
	Iteration 30Q: 3 clusters Score -4078746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4078759.750000 Penalty: 5128.334961
	Iteration 31Q: 3 clusters Score -4078760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4078772.000000 Penalty: 5128.334961
	Iteration 32Q: 3 clusters Score -4078772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4078776.250000 Penalty: 5128.334961
	Iteration 33Q: 3 clusters Score -4078776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4078777.000000 Penalty: 5128.334961
	Iteration 34Q: 3 clusters Score -4078777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4078788.000000 Penalty: 5128.334961
	Iteration 35Q: 3 clusters Score -4078788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4078789.500000 Penalty: 5128.334961
	Iteration 36Q: 3 clusters Score -4078790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4078796.750000 Penalty: 5128.334961
	Iteration 37Q: 3 clusters Score -4078797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4078799.750000 Penalty: 5128.334961
	Iteration 38Q: 3 clusters Score -4078800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4078804.500000 Penalty: 5128.334961
	Iteration 39Q: 3 clusters Score -4078804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4078804.250000 Penalty: 5128.334961
	Iteration 40F: 3 clusters Score -4078804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4078809.500000 Penalty: 5128.334961
	Iteration 41Q: 3 clusters Score -4078810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4078809.500000 Penalty: 5128.334961
	Iteration 42F: 3 clusters Score -4078810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Entering Unmasked Estep 
Score: -613787.937500 Penalty: 2095.437012
	Iteration 0F: 2 clusters Score -613787.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -609498.687500 Penalty: 4190.874023
	Iteration 0F: 3 clusters Score -609498.7 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -610535.125000 Penalty: 4190.874023
	Iteration 1F: 3 clusters Score -610535.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -610792.312500 Penalty: 4190.874023
	Iteration 2F: 3 clusters Score -610792.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -610941.312500 Penalty: 4190.874023
	Iteration 3F: 3 clusters Score -610941.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -611034.937500 Penalty: 4190.874023
	Iteration 4Q: 3 clusters Score -611034.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -611095.625000 Penalty: 4190.874023
	Iteration 5Q: 3 clusters Score -611095.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -611137.062500 Penalty: 4190.874023
	Iteration 6Q: 3 clusters Score -611137.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -611170.312500 Penalty: 4190.874023
	Iteration 7Q: 3 clusters Score -611170.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -611198.812500 Penalty: 4190.874023
	Iteration 8Q: 3 clusters Score -611198.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -611223.312500 Penalty: 4190.874023
	Iteration 9Q: 3 clusters Score -611223.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -611240.437500 Penalty: 4190.874023
	Iteration 10Q: 3 clusters Score -611240.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -611260.187500 Penalty: 4190.874023
	Iteration 11Q: 3 clusters Score -611260.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -611280.437500 Penalty: 4190.874023
	Iteration 12Q: 3 clusters Score -611280.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -611305.187500 Penalty: 4190.874023
	Iteration 13Q: 3 clusters Score -611305.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -611326.875000 Penalty: 4190.874023
	Iteration 14Q: 3 clusters Score -611326.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -611362.125000 Penalty: 4190.874023
	Iteration 15Q: 3 clusters Score -611362.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -611409.500000 Penalty: 4190.874023
	Iteration 16Q: 3 clusters Score -611409.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -611470.437500 Penalty: 4190.874023
	Iteration 17Q: 3 clusters Score -611470.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -611538.625000 Penalty: 4190.874023
	Iteration 18Q: 3 clusters Score -611538.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -611606.937500 Penalty: 4190.874023
	Iteration 19Q: 3 clusters Score -611606.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -611668.375000 Penalty: 4190.874023
	Iteration 20F: 3 clusters Score -611668.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -611743.562500 Penalty: 4190.874023
	Iteration 21Q: 3 clusters Score -611743.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -611843.312500 Penalty: 4190.874023
	Iteration 22Q: 3 clusters Score -611843.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -611964.625000 Penalty: 4190.874023
	Iteration 23Q: 3 clusters Score -611964.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -612063.687500 Penalty: 4190.874023
	Iteration 24Q: 3 clusters Score -612063.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -612174.562500 Penalty: 4190.874023
	Iteration 25Q: 3 clusters Score -612174.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -612270.750000 Penalty: 4190.874023
	Iteration 26Q: 3 clusters Score -612270.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -612338.250000 Penalty: 4190.874023
	Iteration 27Q: 3 clusters Score -612338.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -612376.937500 Penalty: 4190.874023
	Iteration 28Q: 3 clusters Score -612376.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -612401.500000 Penalty: 4190.874023
	Iteration 29Q: 3 clusters Score -612401.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -612418.937500 Penalty: 4190.874023
	Iteration 30Q: 3 clusters Score -612418.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -612438.500000 Penalty: 4190.874023
	Iteration 31Q: 3 clusters Score -612438.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -612452.437500 Penalty: 4190.874023
	Iteration 32Q: 3 clusters Score -612452.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -612469.062500 Penalty: 4190.874023
	Iteration 33Q: 3 clusters Score -612469.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -612480.875000 Penalty: 4190.874023
	Iteration 34Q: 3 clusters Score -612480.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -612488.812500 Penalty: 4190.874023
	Iteration 35Q: 3 clusters Score -612488.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -612493.312500 Penalty: 4190.874023
	Iteration 36Q: 3 clusters Score -612493.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -612493.937500 Penalty: 4190.874023
	Iteration 37Q: 3 clusters Score -612493.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -612496.875000 Penalty: 4190.874023
	Iteration 38Q: 3 clusters Score -612496.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -612497.937500 Penalty: 4190.874023
	Iteration 39Q: 3 clusters Score -612497.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -612498.500000 Penalty: 4190.874023
	Iteration 40F: 3 clusters Score -612498.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -612501.937500 Penalty: 4190.874023
	Iteration 41Q: 3 clusters Score -612501.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -612503.500000 Penalty: 4190.874023
	Iteration 42Q: 3 clusters Score -612503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -612503.750000 Penalty: 4190.874023
	Iteration 43Q: 3 clusters Score -612503.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -612504.187500 Penalty: 4190.874023
	Iteration 44Q: 3 clusters Score -612504.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -612507.125000 Penalty: 4190.874023
	Iteration 45Q: 3 clusters Score -612507.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -612506.375000 Penalty: 4190.874023
	Iteration 46Q: 3 clusters Score -612506.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -612508.437500 Penalty: 4190.874023
	Iteration 47Q: 3 clusters Score -612508.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -612507.375000 Penalty: 4190.874023
	Iteration 48Q: 3 clusters Score -612507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -612508.062500 Penalty: 4190.874023
	Iteration 49Q: 3 clusters Score -612508.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -612508.062500 Penalty: 4190.874023
	Iteration 50F: 3 clusters Score -612508.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Entering Unmasked Estep 
Score: -1399905.125000 Penalty: 2318.264160
	Iteration 0F: 2 clusters Score -1399905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1391381.250000 Penalty: 4636.528320
	Iteration 0F: 3 clusters Score -1391381 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1394432.375000 Penalty: 4636.528320
	Iteration 1F: 3 clusters Score -1394432 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1395638.875000 Penalty: 4636.528320
	Iteration 2F: 3 clusters Score -1395639 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1396715.625000 Penalty: 4636.528320
	Iteration 3F: 3 clusters Score -1396716 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1397493.750000 Penalty: 4636.528320
	Iteration 4F: 3 clusters Score -1397494 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1397947.750000 Penalty: 4636.528320
	Iteration 5F: 3 clusters Score -1397948 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1398250.000000 Penalty: 4636.528320
	Iteration 6Q: 3 clusters Score -1398250 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1398462.875000 Penalty: 4636.528320
	Iteration 7Q: 3 clusters Score -1398463 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1398612.750000 Penalty: 4636.528320
	Iteration 8Q: 3 clusters Score -1398613 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1398700.000000 Penalty: 4636.528320
	Iteration 9Q: 3 clusters Score -1398700 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1398759.625000 Penalty: 4636.528320
	Iteration 10Q: 3 clusters Score -1398760 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1398795.500000 Penalty: 4636.528320
	Iteration 11Q: 3 clusters Score -1398796 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1398821.750000 Penalty: 4636.528320
	Iteration 12Q: 3 clusters Score -1398822 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1398834.500000 Penalty: 4636.528320
	Iteration 13Q: 3 clusters Score -1398834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1398851.375000 Penalty: 4636.528320
	Iteration 14Q: 3 clusters Score -1398851 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1398856.875000 Penalty: 4636.528320
	Iteration 15Q: 3 clusters Score -1398857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1398861.250000 Penalty: 4636.528320
	Iteration 16Q: 3 clusters Score -1398861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1398868.375000 Penalty: 4636.528320
	Iteration 17Q: 3 clusters Score -1398868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1398874.250000 Penalty: 4636.528320
	Iteration 18Q: 3 clusters Score -1398874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1398878.625000 Penalty: 4636.528320
	Iteration 19Q: 3 clusters Score -1398879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1398883.625000 Penalty: 4636.528320
	Iteration 20F: 3 clusters Score -1398884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1398883.500000 Penalty: 4636.528320
	Iteration 21Q: 3 clusters Score -1398884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1398885.125000 Penalty: 4636.528320
	Iteration 22Q: 3 clusters Score -1398885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1398886.750000 Penalty: 4636.528320
	Iteration 23Q: 3 clusters Score -1398887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1398888.250000 Penalty: 4636.528320
	Iteration 24Q: 3 clusters Score -1398888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1398888.625000 Penalty: 4636.528320
	Iteration 25Q: 3 clusters Score -1398889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1398891.500000 Penalty: 4636.528320
	Iteration 26Q: 3 clusters Score -1398892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1398892.500000 Penalty: 4636.528320
	Iteration 27Q: 3 clusters Score -1398892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1398895.500000 Penalty: 4636.528320
	Iteration 28Q: 3 clusters Score -1398896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1398901.375000 Penalty: 4636.528320
	Iteration 29Q: 3 clusters Score -1398901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1398904.500000 Penalty: 4636.528320
	Iteration 30Q: 3 clusters Score -1398904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1398904.375000 Penalty: 4636.528320
	Iteration 31Q: 3 clusters Score -1398904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1398904.250000 Penalty: 4636.528320
	Iteration 32Q: 3 clusters Score -1398904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1398903.250000 Penalty: 4636.528320
	Iteration 33Q: 3 clusters Score -1398903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1398907.125000 Penalty: 4636.528320
	Iteration 34Q: 3 clusters Score -1398907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1398907.000000 Penalty: 4636.528320
	Iteration 35Q: 3 clusters Score -1398907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1398905.500000 Penalty: 4636.528320
	Iteration 36Q: 3 clusters Score -1398906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1398905.625000 Penalty: 4636.528320
	Iteration 37Q: 3 clusters Score -1398906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1398911.500000 Penalty: 4636.528320
	Iteration 38Q: 3 clusters Score -1398912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1398911.750000 Penalty: 4636.528320
	Iteration 39Q: 3 clusters Score -1398912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1398913.250000 Penalty: 4636.528320
	Iteration 40F: 3 clusters Score -1398913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1398912.750000 Penalty: 4636.528320
	Iteration 41Q: 3 clusters Score -1398913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1398919.375000 Penalty: 4636.528320
	Iteration 42Q: 3 clusters Score -1398919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1398921.625000 Penalty: 4636.528320
	Iteration 43Q: 3 clusters Score -1398922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1398923.250000 Penalty: 4636.528320
	Iteration 44Q: 3 clusters Score -1398923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1398926.375000 Penalty: 4636.528320
	Iteration 45Q: 3 clusters Score -1398926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1398926.000000 Penalty: 4636.528320
	Iteration 46Q: 3 clusters Score -1398926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1398925.875000 Penalty: 4636.528320
	Iteration 47Q: 3 clusters Score -1398926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1398927.500000 Penalty: 4636.528320
	Iteration 48Q: 3 clusters Score -1398928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1398928.875000 Penalty: 4636.528320
	Iteration 49Q: 3 clusters Score -1398929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1398926.625000 Penalty: 4636.528320
	Iteration 50Q: 3 clusters Score -1398927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1398929.500000 Penalty: 4636.528320
	Iteration 51Q: 3 clusters Score -1398930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1398929.375000 Penalty: 4636.528320
	Iteration 52Q: 3 clusters Score -1398929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1398927.875000 Penalty: 4636.528320
	Iteration 53Q: 3 clusters Score -1398928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1398931.125000 Penalty: 4636.528320
	Iteration 54Q: 3 clusters Score -1398931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1398931.750000 Penalty: 4636.528320
	Iteration 55Q: 3 clusters Score -1398932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1398933.250000 Penalty: 4636.528320
	Iteration 56Q: 3 clusters Score -1398933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1398932.750000 Penalty: 4636.528320
	Iteration 57Q: 3 clusters Score -1398933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1398935.875000 Penalty: 4636.528320
	Iteration 58Q: 3 clusters Score -1398936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1398935.625000 Penalty: 4636.528320
	Iteration 59Q: 3 clusters Score -1398936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1398936.875000 Penalty: 4636.528320
	Iteration 60F: 3 clusters Score -1398937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1398938.125000 Penalty: 4636.528320
	Iteration 61Q: 3 clusters Score -1398938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1398938.625000 Penalty: 4636.528320
	Iteration 62Q: 3 clusters Score -1398939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1398939.125000 Penalty: 4636.528320
	Iteration 63Q: 3 clusters Score -1398939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1398938.625000 Penalty: 4636.528320
	Iteration 64Q: 3 clusters Score -1398939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1398937.500000 Penalty: 4636.528320
	Iteration 65Q: 3 clusters Score -1398938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1398940.500000 Penalty: 4636.528320
	Iteration 66Q: 3 clusters Score -1398940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1398943.125000 Penalty: 4636.528320
	Iteration 67Q: 3 clusters Score -1398943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1398948.000000 Penalty: 4636.528320
	Iteration 68Q: 3 clusters Score -1398948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1398952.625000 Penalty: 4636.528320
	Iteration 69Q: 3 clusters Score -1398953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1398956.625000 Penalty: 4636.528320
	Iteration 70Q: 3 clusters Score -1398957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1398960.375000 Penalty: 4636.528320
	Iteration 71Q: 3 clusters Score -1398960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1398962.375000 Penalty: 4636.528320
	Iteration 72Q: 3 clusters Score -1398962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1398962.750000 Penalty: 4636.528320
	Iteration 73Q: 3 clusters Score -1398963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1398962.875000 Penalty: 4636.528320
	Iteration 74Q: 3 clusters Score -1398963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1398962.875000 Penalty: 4636.528320
	Iteration 75F: 3 clusters Score -1398963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Entering Unmasked Estep 
Score: -1274647.125000 Penalty: 2283.319824
	Iteration 0F: 2 clusters Score -1274647 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 5026 members 
Entering Unmasked Estep 
Score: -1267028.250000 Penalty: 4566.639648
	Iteration 0F: 3 clusters Score -1267028 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1269321.750000 Penalty: 4566.639648
	Iteration 1F: 3 clusters Score -1269322 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1269770.875000 Penalty: 4566.639648
	Iteration 2F: 3 clusters Score -1269771 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1270258.625000 Penalty: 4566.639648
	Iteration 3F: 3 clusters Score -1270259 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1270821.750000 Penalty: 4566.639648
	Iteration 4F: 3 clusters Score -1270822 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1271417.375000 Penalty: 4566.639648
	Iteration 5F: 3 clusters Score -1271417 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1271915.500000 Penalty: 4566.639648
	Iteration 6F: 3 clusters Score -1271916 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1272357.375000 Penalty: 4566.639648
	Iteration 7F: 3 clusters Score -1272357 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1272773.375000 Penalty: 4566.639648
	Iteration 8F: 3 clusters Score -1272773 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1273191.750000 Penalty: 4566.639648
	Iteration 9Q: 3 clusters Score -1273192 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1273610.875000 Penalty: 4566.639648
	Iteration 10Q: 3 clusters Score -1273611 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1273970.500000 Penalty: 4566.639648
	Iteration 11Q: 3 clusters Score -1273970 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1274206.500000 Penalty: 4566.639648
	Iteration 12Q: 3 clusters Score -1274206 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1274401.250000 Penalty: 4566.639648
	Iteration 13Q: 3 clusters Score -1274401 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1274543.375000 Penalty: 4566.639648
	Iteration 14Q: 3 clusters Score -1274543 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1274674.125000 Penalty: 4566.639648
	Iteration 15Q: 3 clusters Score -1274674 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1274766.750000 Penalty: 4566.639648
	Iteration 16Q: 3 clusters Score -1274767 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1274837.375000 Penalty: 4566.639648
	Iteration 17Q: 3 clusters Score -1274837 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1274912.375000 Penalty: 4566.639648
	Iteration 18Q: 3 clusters Score -1274912 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1274974.875000 Penalty: 4566.639648
	Iteration 19Q: 3 clusters Score -1274975 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1275035.125000 Penalty: 4566.639648
	Iteration 20F: 3 clusters Score -1275035 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1275062.375000 Penalty: 4566.639648
	Iteration 21Q: 3 clusters Score -1275062 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1275087.750000 Penalty: 4566.639648
	Iteration 22Q: 3 clusters Score -1275088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1275096.125000 Penalty: 4566.639648
	Iteration 23Q: 3 clusters Score -1275096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1275097.750000 Penalty: 4566.639648
	Iteration 24Q: 3 clusters Score -1275098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1275101.500000 Penalty: 4566.639648
	Iteration 25Q: 3 clusters Score -1275102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1275113.500000 Penalty: 4566.639648
	Iteration 26Q: 3 clusters Score -1275114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1275117.750000 Penalty: 4566.639648
	Iteration 27Q: 3 clusters Score -1275118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1275121.375000 Penalty: 4566.639648
	Iteration 28Q: 3 clusters Score -1275121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1275122.500000 Penalty: 4566.639648
	Iteration 29Q: 3 clusters Score -1275122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1275123.500000 Penalty: 4566.639648
	Iteration 30Q: 3 clusters Score -1275124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1275125.625000 Penalty: 4566.639648
	Iteration 31Q: 3 clusters Score -1275126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1275125.875000 Penalty: 4566.639648
	Iteration 32Q: 3 clusters Score -1275126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1275129.625000 Penalty: 4566.639648
	Iteration 33Q: 3 clusters Score -1275130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1275132.000000 Penalty: 4566.639648
	Iteration 34Q: 3 clusters Score -1275132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1275133.875000 Penalty: 4566.639648
	Iteration 35Q: 3 clusters Score -1275134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1275139.250000 Penalty: 4566.639648
	Iteration 36Q: 3 clusters Score -1275139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1275143.875000 Penalty: 4566.639648
	Iteration 37Q: 3 clusters Score -1275144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1275150.000000 Penalty: 4566.639648
	Iteration 38Q: 3 clusters Score -1275150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1275151.500000 Penalty: 4566.639648
	Iteration 39Q: 3 clusters Score -1275152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1275158.375000 Penalty: 4566.639648
	Iteration 40F: 3 clusters Score -1275158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1275157.875000 Penalty: 4566.639648
	Iteration 41Q: 3 clusters Score -1275158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1275161.125000 Penalty: 4566.639648
	Iteration 42Q: 3 clusters Score -1275161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1275164.000000 Penalty: 4566.639648
	Iteration 43Q: 3 clusters Score -1275164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1275165.625000 Penalty: 4566.639648
	Iteration 44Q: 3 clusters Score -1275166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1275166.250000 Penalty: 4566.639648
	Iteration 45Q: 3 clusters Score -1275166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1275166.250000 Penalty: 4566.639648
	Iteration 46Q: 3 clusters Score -1275166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1275165.125000 Penalty: 4566.639648
	Iteration 47Q: 3 clusters Score -1275165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1275164.250000 Penalty: 4566.639648
	Iteration 48Q: 3 clusters Score -1275164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1275167.000000 Penalty: 4566.639648
	Iteration 49Q: 3 clusters Score -1275167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1275168.000000 Penalty: 4566.639648
	Iteration 50Q: 3 clusters Score -1275168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1275168.750000 Penalty: 4566.639648
	Iteration 51Q: 3 clusters Score -1275169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1275168.750000 Penalty: 4566.639648
	Iteration 52F: 3 clusters Score -1275169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14172 members 
Mstep: Class 3 contains 2753 members 
Mstep: Class 4 contains 108963 members 
Mstep: Class 5 contains 27011 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 43013 members 
Mstep: Class 8 contains 36619 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 18600 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 5295 members 
Mstep: Class 13 contains 21432 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30927 members 
Mstep: Class 17 contains 4672 members 
Mstep: Class 18 contains 11474 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 23062 members 
Mstep: Class 21 contains 7816 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 20050 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 761 members 
Mstep: Class 26 contains 26739 members 
Mstep: Class 27 contains 4705 members 
Mstep: Class 28 contains 126039 members 
Mstep: Class 29 contains 5583 members 
Mstep: Class 30 contains 1661 members 
Entering Unmasked Estep 
Score: -73839608.000000 Penalty: 98727.203125
Splitting cluster 19 changes total score from -73839840.000000 to -73839608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (23062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Entering Unmasked Estep 
Score: -2964941.500000 Penalty: 2491.393555
	Iteration 0F: 2 clusters Score -2964942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2948902.500000 Penalty: 4982.787109
	Iteration 0F: 3 clusters Score -2948902 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2954919.250000 Penalty: 4982.787109
	Iteration 1F: 3 clusters Score -2954919 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2955797.750000 Penalty: 4982.787109
	Iteration 2F: 3 clusters Score -2955798 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2956901.750000 Penalty: 4982.787109
	Iteration 3F: 3 clusters Score -2956902 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -2958089.500000 Penalty: 4982.787109
	Iteration 4F: 3 clusters Score -2958090 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2959146.250000 Penalty: 4982.787109
	Iteration 5F: 3 clusters Score -2959146 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2959918.000000 Penalty: 4982.787109
	Iteration 6F: 3 clusters Score -2959918 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2960440.500000 Penalty: 4982.787109
	Iteration 7Q: 3 clusters Score -2960440 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2960724.250000 Penalty: 4982.787109
	Iteration 8Q: 3 clusters Score -2960724 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2960885.000000 Penalty: 4982.787109
	Iteration 9Q: 3 clusters Score -2960885 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2960993.500000 Penalty: 4982.787109
	Iteration 10Q: 3 clusters Score -2960994 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2961043.750000 Penalty: 4982.787109
	Iteration 11Q: 3 clusters Score -2961044 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2961095.000000 Penalty: 4982.787109
	Iteration 12Q: 3 clusters Score -2961095 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2961138.250000 Penalty: 4982.787109
	Iteration 13Q: 3 clusters Score -2961138 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2961162.000000 Penalty: 4982.787109
	Iteration 14Q: 3 clusters Score -2961162 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2961164.250000 Penalty: 4982.787109
	Iteration 15Q: 3 clusters Score -2961164 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2961172.250000 Penalty: 4982.787109
	Iteration 16Q: 3 clusters Score -2961172 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2961169.000000 Penalty: 4982.787109
	Iteration 17Q: 3 clusters Score -2961169 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2961175.250000 Penalty: 4982.787109
	Iteration 18Q: 3 clusters Score -2961175 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2961190.500000 Penalty: 4982.787109
	Iteration 19Q: 3 clusters Score -2961190 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2961198.500000 Penalty: 4982.787109
	Iteration 20F: 3 clusters Score -2961198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2961203.500000 Penalty: 4982.787109
	Iteration 21Q: 3 clusters Score -2961204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2961216.000000 Penalty: 4982.787109
	Iteration 22Q: 3 clusters Score -2961216 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2961217.500000 Penalty: 4982.787109
	Iteration 23Q: 3 clusters Score -2961218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2961225.000000 Penalty: 4982.787109
	Iteration 24Q: 3 clusters Score -2961225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2961225.000000 Penalty: 4982.787109
	Iteration 25Q: 3 clusters Score -2961225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2961231.250000 Penalty: 4982.787109
	Iteration 26Q: 3 clusters Score -2961231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2961237.750000 Penalty: 4982.787109
	Iteration 27Q: 3 clusters Score -2961238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2961237.250000 Penalty: 4982.787109
	Iteration 28Q: 3 clusters Score -2961237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2961236.750000 Penalty: 4982.787109
	Iteration 29Q: 3 clusters Score -2961237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2961241.000000 Penalty: 4982.787109
	Iteration 30Q: 3 clusters Score -2961241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2961242.500000 Penalty: 4982.787109
	Iteration 31Q: 3 clusters Score -2961242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2961241.500000 Penalty: 4982.787109
	Iteration 32Q: 3 clusters Score -2961242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2961239.500000 Penalty: 4982.787109
	Iteration 33Q: 3 clusters Score -2961240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2961234.500000 Penalty: 4982.787109
	Iteration 34Q: 3 clusters Score -2961234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2961242.250000 Penalty: 4982.787109
	Iteration 35Q: 3 clusters Score -2961242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2961243.500000 Penalty: 4982.787109
	Iteration 36Q: 3 clusters Score -2961244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2961242.250000 Penalty: 4982.787109
	Iteration 37Q: 3 clusters Score -2961242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2961242.000000 Penalty: 4982.787109
	Iteration 38Q: 3 clusters Score -2961242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2961242.500000 Penalty: 4982.787109
	Iteration 39Q: 3 clusters Score -2961242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2961240.750000 Penalty: 4982.787109
	Iteration 40F: 3 clusters Score -2961241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2961240.000000 Penalty: 4982.787109
	Iteration 41Q: 3 clusters Score -2961240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2961243.750000 Penalty: 4982.787109
	Iteration 42Q: 3 clusters Score -2961244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2961244.500000 Penalty: 4982.787109
	Iteration 43Q: 3 clusters Score -2961244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2961243.250000 Penalty: 4982.787109
	Iteration 44Q: 3 clusters Score -2961243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2961243.250000 Penalty: 4982.787109
	Iteration 45F: 3 clusters Score -2961243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Entering Unmasked Estep 
Score: -949423.750000 Penalty: 2223.054199
	Iteration 0F: 2 clusters Score -949423.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -943103.625000 Penalty: 4446.108398
	Iteration 0F: 3 clusters Score -943103.6 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -945003.500000 Penalty: 4446.108398
	Iteration 1F: 3 clusters Score -945003.5 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -945584.062500 Penalty: 4446.108398
	Iteration 2F: 3 clusters Score -945584.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -946225.937500 Penalty: 4446.108398
	Iteration 3F: 3 clusters Score -946225.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -946787.750000 Penalty: 4446.108398
	Iteration 4F: 3 clusters Score -946787.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -947123.187500 Penalty: 4446.108398
	Iteration 5F: 3 clusters Score -947123.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -947314.625000 Penalty: 4446.108398
	Iteration 6Q: 3 clusters Score -947314.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -947436.750000 Penalty: 4446.108398
	Iteration 7Q: 3 clusters Score -947436.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -947540.687500 Penalty: 4446.108398
	Iteration 8Q: 3 clusters Score -947540.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -947609.125000 Penalty: 4446.108398
	Iteration 9Q: 3 clusters Score -947609.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -947663.437500 Penalty: 4446.108398
	Iteration 10Q: 3 clusters Score -947663.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -947720.625000 Penalty: 4446.108398
	Iteration 11Q: 3 clusters Score -947720.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -947773.625000 Penalty: 4446.108398
	Iteration 12Q: 3 clusters Score -947773.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -947810.812500 Penalty: 4446.108398
	Iteration 13Q: 3 clusters Score -947810.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -947841.875000 Penalty: 4446.108398
	Iteration 14Q: 3 clusters Score -947841.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -947859.187500 Penalty: 4446.108398
	Iteration 15Q: 3 clusters Score -947859.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -947873.000000 Penalty: 4446.108398
	Iteration 16Q: 3 clusters Score -947873 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -947885.375000 Penalty: 4446.108398
	Iteration 17Q: 3 clusters Score -947885.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -947897.250000 Penalty: 4446.108398
	Iteration 18Q: 3 clusters Score -947897.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -947907.312500 Penalty: 4446.108398
	Iteration 19Q: 3 clusters Score -947907.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -947916.875000 Penalty: 4446.108398
	Iteration 20F: 3 clusters Score -947916.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -947927.750000 Penalty: 4446.108398
	Iteration 21Q: 3 clusters Score -947927.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -947935.687500 Penalty: 4446.108398
	Iteration 22Q: 3 clusters Score -947935.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -947945.937500 Penalty: 4446.108398
	Iteration 23Q: 3 clusters Score -947945.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -947954.312500 Penalty: 4446.108398
	Iteration 24Q: 3 clusters Score -947954.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -947963.562500 Penalty: 4446.108398
	Iteration 25Q: 3 clusters Score -947963.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -947972.562500 Penalty: 4446.108398
	Iteration 26Q: 3 clusters Score -947972.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -947984.125000 Penalty: 4446.108398
	Iteration 27Q: 3 clusters Score -947984.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -947992.687500 Penalty: 4446.108398
	Iteration 28Q: 3 clusters Score -947992.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -948004.875000 Penalty: 4446.108398
	Iteration 29Q: 3 clusters Score -948004.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -948017.687500 Penalty: 4446.108398
	Iteration 30Q: 3 clusters Score -948017.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -948028.312500 Penalty: 4446.108398
	Iteration 31Q: 3 clusters Score -948028.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -948037.312500 Penalty: 4446.108398
	Iteration 32Q: 3 clusters Score -948037.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -948041.937500 Penalty: 4446.108398
	Iteration 33Q: 3 clusters Score -948041.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -948045.812500 Penalty: 4446.108398
	Iteration 34Q: 3 clusters Score -948045.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -948051.625000 Penalty: 4446.108398
	Iteration 35Q: 3 clusters Score -948051.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -948055.875000 Penalty: 4446.108398
	Iteration 36Q: 3 clusters Score -948055.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -948059.937500 Penalty: 4446.108398
	Iteration 37Q: 3 clusters Score -948059.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -948067.375000 Penalty: 4446.108398
	Iteration 38Q: 3 clusters Score -948067.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -948072.312500 Penalty: 4446.108398
	Iteration 39Q: 3 clusters Score -948072.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -948079.187500 Penalty: 4446.108398
	Iteration 40F: 3 clusters Score -948079.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -948082.562500 Penalty: 4446.108398
	Iteration 41Q: 3 clusters Score -948082.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -948087.437500 Penalty: 4446.108398
	Iteration 42Q: 3 clusters Score -948087.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -948093.125000 Penalty: 4446.108398
	Iteration 43Q: 3 clusters Score -948093.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -948099.062500 Penalty: 4446.108398
	Iteration 44Q: 3 clusters Score -948099.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -948102.937500 Penalty: 4446.108398
	Iteration 45Q: 3 clusters Score -948102.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -948109.125000 Penalty: 4446.108398
	Iteration 46Q: 3 clusters Score -948109.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -948113.000000 Penalty: 4446.108398
	Iteration 47Q: 3 clusters Score -948113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -948121.375000 Penalty: 4446.108398
	Iteration 48Q: 3 clusters Score -948121.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -948126.500000 Penalty: 4446.108398
	Iteration 49Q: 3 clusters Score -948126.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -948130.562500 Penalty: 4446.108398
	Iteration 50Q: 3 clusters Score -948130.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -948138.125000 Penalty: 4446.108398
	Iteration 51Q: 3 clusters Score -948138.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -948145.187500 Penalty: 4446.108398
	Iteration 52Q: 3 clusters Score -948145.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -948149.437500 Penalty: 4446.108398
	Iteration 53Q: 3 clusters Score -948149.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -948156.375000 Penalty: 4446.108398
	Iteration 54Q: 3 clusters Score -948156.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -948162.937500 Penalty: 4446.108398
	Iteration 55Q: 3 clusters Score -948162.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -948166.812500 Penalty: 4446.108398
	Iteration 56Q: 3 clusters Score -948166.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -948171.500000 Penalty: 4446.108398
	Iteration 57Q: 3 clusters Score -948171.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -948178.312500 Penalty: 4446.108398
	Iteration 58Q: 3 clusters Score -948178.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -948186.437500 Penalty: 4446.108398
	Iteration 59Q: 3 clusters Score -948186.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -948194.062500 Penalty: 4446.108398
	Iteration 60F: 3 clusters Score -948194.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -948200.250000 Penalty: 4446.108398
	Iteration 61Q: 3 clusters Score -948200.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -948205.125000 Penalty: 4446.108398
	Iteration 62Q: 3 clusters Score -948205.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -948209.750000 Penalty: 4446.108398
	Iteration 63Q: 3 clusters Score -948209.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -948215.187500 Penalty: 4446.108398
	Iteration 64Q: 3 clusters Score -948215.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -948218.562500 Penalty: 4446.108398
	Iteration 65Q: 3 clusters Score -948218.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -948220.937500 Penalty: 4446.108398
	Iteration 66Q: 3 clusters Score -948220.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -948224.437500 Penalty: 4446.108398
	Iteration 67Q: 3 clusters Score -948224.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -948227.000000 Penalty: 4446.108398
	Iteration 68Q: 3 clusters Score -948227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -948231.875000 Penalty: 4446.108398
	Iteration 69Q: 3 clusters Score -948231.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -948233.125000 Penalty: 4446.108398
	Iteration 70Q: 3 clusters Score -948233.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -948240.437500 Penalty: 4446.108398
	Iteration 71Q: 3 clusters Score -948240.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -948243.000000 Penalty: 4446.108398
	Iteration 72Q: 3 clusters Score -948243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -948244.562500 Penalty: 4446.108398
	Iteration 73Q: 3 clusters Score -948244.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -948247.687500 Penalty: 4446.108398
	Iteration 74Q: 3 clusters Score -948247.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -948249.437500 Penalty: 4446.108398
	Iteration 75Q: 3 clusters Score -948249.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -948250.625000 Penalty: 4446.108398
	Iteration 76Q: 3 clusters Score -948250.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -948254.500000 Penalty: 4446.108398
	Iteration 77Q: 3 clusters Score -948254.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -948255.937500 Penalty: 4446.108398
	Iteration 78Q: 3 clusters Score -948255.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -948259.250000 Penalty: 4446.108398
	Iteration 79Q: 3 clusters Score -948259.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -948259.375000 Penalty: 4446.108398
	Iteration 80F: 3 clusters Score -948259.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -948259.562500 Penalty: 4446.108398
	Iteration 81Q: 3 clusters Score -948259.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -948263.187500 Penalty: 4446.108398
	Iteration 82Q: 3 clusters Score -948263.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -948264.562500 Penalty: 4446.108398
	Iteration 83Q: 3 clusters Score -948264.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -948267.125000 Penalty: 4446.108398
	Iteration 84Q: 3 clusters Score -948267.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -948268.500000 Penalty: 4446.108398
	Iteration 85Q: 3 clusters Score -948268.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -948271.125000 Penalty: 4446.108398
	Iteration 86Q: 3 clusters Score -948271.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -948272.312500 Penalty: 4446.108398
	Iteration 87Q: 3 clusters Score -948272.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -948271.625000 Penalty: 4446.108398
	Iteration 88Q: 3 clusters Score -948271.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -948271.562500 Penalty: 4446.108398
	Iteration 89Q: 3 clusters Score -948271.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -948272.875000 Penalty: 4446.108398
	Iteration 90Q: 3 clusters Score -948272.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -948272.875000 Penalty: 4446.108398
	Iteration 91F: 3 clusters Score -948272.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -302891.250000 Penalty: 1924.807129
	Iteration 0F: 2 clusters Score -302891.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -300059.937500 Penalty: 3849.614258
	Iteration 0F: 3 clusters Score -300059.9 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -300642.750000 Penalty: 3849.614258
	Iteration 1F: 3 clusters Score -300642.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -300798.187500 Penalty: 3849.614258
	Iteration 2F: 3 clusters Score -300798.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -300883.125000 Penalty: 3849.614258
	Iteration 3Q: 3 clusters Score -300883.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -300942.781250 Penalty: 3849.614258
	Iteration 4Q: 3 clusters Score -300942.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -300983.375000 Penalty: 3849.614258
	Iteration 5Q: 3 clusters Score -300983.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -301012.906250 Penalty: 3849.614258
	Iteration 6Q: 3 clusters Score -301012.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -301030.375000 Penalty: 3849.614258
	Iteration 7Q: 3 clusters Score -301030.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -301044.500000 Penalty: 3849.614258
	Iteration 8Q: 3 clusters Score -301044.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -301058.781250 Penalty: 3849.614258
	Iteration 9Q: 3 clusters Score -301058.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -301073.250000 Penalty: 3849.614258
	Iteration 10Q: 3 clusters Score -301073.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -301084.250000 Penalty: 3849.614258
	Iteration 11Q: 3 clusters Score -301084.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -301091.500000 Penalty: 3849.614258
	Iteration 12Q: 3 clusters Score -301091.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -301098.687500 Penalty: 3849.614258
	Iteration 13Q: 3 clusters Score -301098.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -301107.531250 Penalty: 3849.614258
	Iteration 14Q: 3 clusters Score -301107.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -301116.500000 Penalty: 3849.614258
	Iteration 15Q: 3 clusters Score -301116.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -301130.500000 Penalty: 3849.614258
	Iteration 16Q: 3 clusters Score -301130.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -301141.281250 Penalty: 3849.614258
	Iteration 17Q: 3 clusters Score -301141.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -301148.125000 Penalty: 3849.614258
	Iteration 18Q: 3 clusters Score -301148.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -301152.656250 Penalty: 3849.614258
	Iteration 19Q: 3 clusters Score -301152.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -301156.718750 Penalty: 3849.614258
	Iteration 20F: 3 clusters Score -301156.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -301158.937500 Penalty: 3849.614258
	Iteration 21Q: 3 clusters Score -301158.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -301160.656250 Penalty: 3849.614258
	Iteration 22Q: 3 clusters Score -301160.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -301163.968750 Penalty: 3849.614258
	Iteration 23Q: 3 clusters Score -301164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -301167.375000 Penalty: 3849.614258
	Iteration 24Q: 3 clusters Score -301167.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -301170.000000 Penalty: 3849.614258
	Iteration 25Q: 3 clusters Score -301170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -301172.375000 Penalty: 3849.614258
	Iteration 26Q: 3 clusters Score -301172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -301175.343750 Penalty: 3849.614258
	Iteration 27Q: 3 clusters Score -301175.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -301177.562500 Penalty: 3849.614258
	Iteration 28Q: 3 clusters Score -301177.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -301182.718750 Penalty: 3849.614258
	Iteration 29Q: 3 clusters Score -301182.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -301186.125000 Penalty: 3849.614258
	Iteration 30Q: 3 clusters Score -301186.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -301190.500000 Penalty: 3849.614258
	Iteration 31Q: 3 clusters Score -301190.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -301194.906250 Penalty: 3849.614258
	Iteration 32Q: 3 clusters Score -301194.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -301201.531250 Penalty: 3849.614258
	Iteration 33Q: 3 clusters Score -301201.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -301208.937500 Penalty: 3849.614258
	Iteration 34Q: 3 clusters Score -301208.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -301218.343750 Penalty: 3849.614258
	Iteration 35Q: 3 clusters Score -301218.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -301225.656250 Penalty: 3849.614258
	Iteration 36Q: 3 clusters Score -301225.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -301231.625000 Penalty: 3849.614258
	Iteration 37Q: 3 clusters Score -301231.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -301239.187500 Penalty: 3849.614258
	Iteration 38Q: 3 clusters Score -301239.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -301246.468750 Penalty: 3849.614258
	Iteration 39Q: 3 clusters Score -301246.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -301251.000000 Penalty: 3849.614258
	Iteration 40F: 3 clusters Score -301251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -301256.656250 Penalty: 3849.614258
	Iteration 41Q: 3 clusters Score -301256.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -301260.218750 Penalty: 3849.614258
	Iteration 42Q: 3 clusters Score -301260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -301261.281250 Penalty: 3849.614258
	Iteration 43Q: 3 clusters Score -301261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -301263.281250 Penalty: 3849.614258
	Iteration 44Q: 3 clusters Score -301263.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -301265.343750 Penalty: 3849.614258
	Iteration 45Q: 3 clusters Score -301265.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -301265.812500 Penalty: 3849.614258
	Iteration 46Q: 3 clusters Score -301265.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -301267.093750 Penalty: 3849.614258
	Iteration 47Q: 3 clusters Score -301267.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -301270.187500 Penalty: 3849.614258
	Iteration 48Q: 3 clusters Score -301270.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -301273.562500 Penalty: 3849.614258
	Iteration 49Q: 3 clusters Score -301273.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -301277.406250 Penalty: 3849.614258
	Iteration 50Q: 3 clusters Score -301277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -301279.906250 Penalty: 3849.614258
	Iteration 51Q: 3 clusters Score -301279.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -301285.500000 Penalty: 3849.614258
	Iteration 52Q: 3 clusters Score -301285.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -301290.406250 Penalty: 3849.614258
	Iteration 53Q: 3 clusters Score -301290.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -301297.437500 Penalty: 3849.614258
	Iteration 54Q: 3 clusters Score -301297.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -301300.406250 Penalty: 3849.614258
	Iteration 55Q: 3 clusters Score -301300.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -301304.562500 Penalty: 3849.614258
	Iteration 56Q: 3 clusters Score -301304.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -301310.468750 Penalty: 3849.614258
	Iteration 57Q: 3 clusters Score -301310.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -301315.125000 Penalty: 3849.614258
	Iteration 58Q: 3 clusters Score -301315.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -301318.718750 Penalty: 3849.614258
	Iteration 59Q: 3 clusters Score -301318.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -301319.468750 Penalty: 3849.614258
	Iteration 60F: 3 clusters Score -301319.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -301322.312500 Penalty: 3849.614258
	Iteration 61Q: 3 clusters Score -301322.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -301325.000000 Penalty: 3849.614258
	Iteration 62Q: 3 clusters Score -301325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -301329.437500 Penalty: 3849.614258
	Iteration 63Q: 3 clusters Score -301329.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -301334.281250 Penalty: 3849.614258
	Iteration 64Q: 3 clusters Score -301334.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -301337.843750 Penalty: 3849.614258
	Iteration 65Q: 3 clusters Score -301337.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -301340.875000 Penalty: 3849.614258
	Iteration 66Q: 3 clusters Score -301340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -301342.843750 Penalty: 3849.614258
	Iteration 67Q: 3 clusters Score -301342.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -301342.843750 Penalty: 3849.614258
	Iteration 68F: 3 clusters Score -301342.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Entering Unmasked Estep 
Score: -2600480.500000 Penalty: 2456.684326
	Iteration 0F: 2 clusters Score -2600480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2586378.000000 Penalty: 4913.368652
	Iteration 0F: 3 clusters Score -2586378 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2591002.500000 Penalty: 4913.368652
	Iteration 1F: 3 clusters Score -2591002 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2591432.250000 Penalty: 4913.368652
	Iteration 2F: 3 clusters Score -2591432 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2591770.000000 Penalty: 4913.368652
	Iteration 3Q: 3 clusters Score -2591770 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2592016.000000 Penalty: 4913.368652
	Iteration 4Q: 3 clusters Score -2592016 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2592230.250000 Penalty: 4913.368652
	Iteration 5Q: 3 clusters Score -2592230 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2592432.250000 Penalty: 4913.368652
	Iteration 6Q: 3 clusters Score -2592432 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2592673.250000 Penalty: 4913.368652
	Iteration 7Q: 3 clusters Score -2592673 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2592936.250000 Penalty: 4913.368652
	Iteration 8Q: 3 clusters Score -2592936 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2593178.000000 Penalty: 4913.368652
	Iteration 9Q: 3 clusters Score -2593178 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2593471.750000 Penalty: 4913.368652
	Iteration 10Q: 3 clusters Score -2593472 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2593789.500000 Penalty: 4913.368652
	Iteration 11Q: 3 clusters Score -2593790 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2594176.750000 Penalty: 4913.368652
	Iteration 12Q: 3 clusters Score -2594177 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2594580.500000 Penalty: 4913.368652
	Iteration 13Q: 3 clusters Score -2594580 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2595051.250000 Penalty: 4913.368652
	Iteration 14Q: 3 clusters Score -2595051 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2595539.750000 Penalty: 4913.368652
	Iteration 15Q: 3 clusters Score -2595540 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2596022.500000 Penalty: 4913.368652
	Iteration 16Q: 3 clusters Score -2596022 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2596459.250000 Penalty: 4913.368652
	Iteration 17Q: 3 clusters Score -2596459 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2596861.750000 Penalty: 4913.368652
	Iteration 18Q: 3 clusters Score -2596862 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2597195.000000 Penalty: 4913.368652
	Iteration 19Q: 3 clusters Score -2597195 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2597463.500000 Penalty: 4913.368652
	Iteration 20F: 3 clusters Score -2597464 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2597666.250000 Penalty: 4913.368652
	Iteration 21Q: 3 clusters Score -2597666 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2597804.250000 Penalty: 4913.368652
	Iteration 22Q: 3 clusters Score -2597804 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2597910.750000 Penalty: 4913.368652
	Iteration 23Q: 3 clusters Score -2597911 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2597988.750000 Penalty: 4913.368652
	Iteration 24Q: 3 clusters Score -2597989 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2598053.250000 Penalty: 4913.368652
	Iteration 25Q: 3 clusters Score -2598053 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2598102.500000 Penalty: 4913.368652
	Iteration 26Q: 3 clusters Score -2598102 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2598146.500000 Penalty: 4913.368652
	Iteration 27Q: 3 clusters Score -2598146 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2598196.750000 Penalty: 4913.368652
	Iteration 28Q: 3 clusters Score -2598197 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -2598228.000000 Penalty: 4913.368652
	Iteration 29Q: 3 clusters Score -2598228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2598254.000000 Penalty: 4913.368652
	Iteration 30Q: 3 clusters Score -2598254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2598275.250000 Penalty: 4913.368652
	Iteration 31Q: 3 clusters Score -2598275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2598296.750000 Penalty: 4913.368652
	Iteration 32Q: 3 clusters Score -2598297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2598305.250000 Penalty: 4913.368652
	Iteration 33Q: 3 clusters Score -2598305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2598324.000000 Penalty: 4913.368652
	Iteration 34Q: 3 clusters Score -2598324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2598333.750000 Penalty: 4913.368652
	Iteration 35Q: 3 clusters Score -2598334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2598337.750000 Penalty: 4913.368652
	Iteration 36Q: 3 clusters Score -2598338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -2598350.750000 Penalty: 4913.368652
	Iteration 37Q: 3 clusters Score -2598351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2598351.500000 Penalty: 4913.368652
	Iteration 38Q: 3 clusters Score -2598352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2598360.500000 Penalty: 4913.368652
	Iteration 39Q: 3 clusters Score -2598360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2598366.750000 Penalty: 4913.368652
	Iteration 40F: 3 clusters Score -2598367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2598365.000000 Penalty: 4913.368652
	Iteration 41Q: 3 clusters Score -2598365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -2598366.750000 Penalty: 4913.368652
	Iteration 42Q: 3 clusters Score -2598367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2598366.000000 Penalty: 4913.368652
	Iteration 43Q: 3 clusters Score -2598366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2598365.250000 Penalty: 4913.368652
	Iteration 44Q: 3 clusters Score -2598365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2598367.250000 Penalty: 4913.368652
	Iteration 45Q: 3 clusters Score -2598367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2598366.750000 Penalty: 4913.368652
	Iteration 46Q: 3 clusters Score -2598367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2598368.750000 Penalty: 4913.368652
	Iteration 47Q: 3 clusters Score -2598369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2598368.750000 Penalty: 4913.368652
	Iteration 48F: 3 clusters Score -2598369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Entering Unmasked Estep 
Score: -315898.718750 Penalty: 1974.506226
	Iteration 0F: 2 clusters Score -315898.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -313234.687500 Penalty: 3949.012451
	Iteration 0F: 3 clusters Score -313234.7 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -317384.125000 Penalty: 3949.012451
	Iteration 1F: 3 clusters Score -317384.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -320470.562500 Penalty: 3949.012451
	Iteration 2F: 3 clusters Score -320470.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -323289.187500 Penalty: 3949.012451
	Iteration 3F: 3 clusters Score -323289.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -324948.156250 Penalty: 3949.012451
	Iteration 4Q: 3 clusters Score -324948.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -325892.812500 Penalty: 3949.012451
	Iteration 5Q: 3 clusters Score -325892.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -325958.500000 Penalty: 3949.012451
	Iteration 6Q: 3 clusters Score -325958.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -325976.656250 Penalty: 3949.012451
	Iteration 7Q: 3 clusters Score -325976.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -325996.906250 Penalty: 3949.012451
	Iteration 8Q: 3 clusters Score -325996.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -326018.875000 Penalty: 3949.012451
	Iteration 9Q: 3 clusters Score -326018.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -326033.312500 Penalty: 3949.012451
	Iteration 10Q: 3 clusters Score -326033.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -326035.000000 Penalty: 3949.012451
	Iteration 11Q: 3 clusters Score -326035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -326093.875000 Penalty: 3949.012451
	Iteration 12F: 3 clusters Score -326093.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -326289.875000 Penalty: 3949.012451
	Iteration 13Q: 3 clusters Score -326289.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -326733.375000 Penalty: 3949.012451
	Iteration 14Q: 3 clusters Score -326733.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -327345.812500 Penalty: 3949.012451
	Iteration 15Q: 3 clusters Score -327345.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -327859.187500 Penalty: 3949.012451
	Iteration 16Q: 3 clusters Score -327859.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -327884.000000 Penalty: 3949.012451
	Iteration 17Q: 3 clusters Score -327884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -327911.968750 Penalty: 3949.012451
	Iteration 18Q: 3 clusters Score -327912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -327917.312500 Penalty: 3949.012451
	Iteration 19Q: 3 clusters Score -327917.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -327919.093750 Penalty: 3949.012451
	Iteration 20F: 3 clusters Score -327919.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -327927.562500 Penalty: 3949.012451
	Iteration 21Q: 3 clusters Score -327927.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -327928.250000 Penalty: 3949.012451
	Iteration 22Q: 3 clusters Score -327928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -327930.750000 Penalty: 3949.012451
	Iteration 23Q: 3 clusters Score -327930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -327931.718750 Penalty: 3949.012451
	Iteration 24Q: 3 clusters Score -327931.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -327933.031250 Penalty: 3949.012451
	Iteration 25Q: 3 clusters Score -327933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -327933.593750 Penalty: 3949.012451
	Iteration 26Q: 3 clusters Score -327933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -327936.906250 Penalty: 3949.012451
	Iteration 27Q: 3 clusters Score -327936.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -327936.906250 Penalty: 3949.012451
	Iteration 28F: 3 clusters Score -327936.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14172 members 
Mstep: Class 3 contains 2753 members 
Mstep: Class 4 contains 108963 members 
Mstep: Class 5 contains 27011 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 43013 members 
Mstep: Class 8 contains 36619 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 18600 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 5295 members 
Mstep: Class 13 contains 21432 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30927 members 
Mstep: Class 17 contains 4672 members 
Mstep: Class 18 contains 11474 members 
Mstep: Class 19 contains 9966 members 
Mstep: Class 20 contains 23062 members 
Mstep: Class 21 contains 7816 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 20050 members 
Mstep: Class 24 contains 1616 members 
Mstep: Class 25 contains 761 members 
Mstep: Class 26 contains 26739 members 
Mstep: Class 27 contains 4705 members 
Mstep: Class 28 contains 126039 members 
Mstep: Class 29 contains 5583 members 
Mstep: Class 30 contains 1253 members 
Entering Unmasked Estep 
Score: -73850664.000000 Penalty: 98727.203125
Splitting cluster 24 changes total score from -73839840.000000 to -73850664.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 25 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -84996.992188 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -84996.99 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 373 members 
Entering Unmasked Estep 
Score: -83408.867188 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -83408.87 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83839.992188 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -83839.99 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -84034.289062 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -84034.29 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84152.625000 Penalty: 3290.778320
	Iteration 3F: 3 clusters Score -84152.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84335.734375 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -84335.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -84598.539062 Penalty: 3290.778320
	Iteration 5F: 3 clusters Score -84598.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -84792.820312 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -84792.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -84908.734375 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -84908.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85032.976562 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -85032.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85162.843750 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -85162.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85369.312500 Penalty: 3290.778320
	Iteration 10F: 3 clusters Score -85369.31 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85592.765625 Penalty: 3290.778320
	Iteration 11F: 3 clusters Score -85592.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -85841.304688 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -85841.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -85979.304688 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -85979.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -86000.859375 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -86000.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -86007.507812 Penalty: 3290.778320
	Iteration 15Q: 3 clusters Score -86007.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -86007.507812 Penalty: 3290.778320
	Iteration 16F: 3 clusters Score -86007.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14172 members 
Mstep: Class 3 contains 2753 members 
Mstep: Class 4 contains 108963 members 
Mstep: Class 5 contains 27011 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 43013 members 
Mstep: Class 8 contains 36619 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 18600 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 5295 members 
Mstep: Class 13 contains 21432 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30927 members 
Mstep: Class 17 contains 4672 members 
Mstep: Class 18 contains 11474 members 
Mstep: Class 19 contains 9966 members 
Mstep: Class 20 contains 23062 members 
Mstep: Class 21 contains 7816 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 20050 members 
Mstep: Class 24 contains 1616 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 26739 members 
Mstep: Class 27 contains 4705 members 
Mstep: Class 28 contains 126039 members 
Mstep: Class 29 contains 5583 members 
Mstep: Class 30 contains 1253 members 
Mstep: Class 31 contains 417 members 
Entering Unmasked Estep 
Score: -73850040.000000 Penalty: 102018.117188
Splitting cluster 25 changes total score from -73839840.000000 to -73850040.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 26 (26739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Entering Unmasked Estep 
Score: -3492905.250000 Penalty: 2528.081787
	Iteration 0F: 2 clusters Score -3492905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -3474454.500000 Penalty: 5056.163574
	Iteration 0F: 3 clusters Score -3474454 nChanged 11910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -3481148.500000 Penalty: 5056.163574
	Iteration 1F: 3 clusters Score -3481148 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -3481953.000000 Penalty: 5056.163574
	Iteration 2F: 3 clusters Score -3481953 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -3482966.750000 Penalty: 5056.163574
	Iteration 3F: 3 clusters Score -3482967 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3484248.250000 Penalty: 5056.163574
	Iteration 4F: 3 clusters Score -3484248 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -3485595.250000 Penalty: 5056.163574
	Iteration 5F: 3 clusters Score -3485595 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -3486811.000000 Penalty: 5056.163574
	Iteration 6F: 3 clusters Score -3486811 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -3487661.250000 Penalty: 5056.163574
	Iteration 7F: 3 clusters Score -3487661 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3488199.250000 Penalty: 5056.163574
	Iteration 8Q: 3 clusters Score -3488199 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -3488505.500000 Penalty: 5056.163574
	Iteration 9Q: 3 clusters Score -3488506 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -3488659.750000 Penalty: 5056.163574
	Iteration 10Q: 3 clusters Score -3488660 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -3488779.250000 Penalty: 5056.163574
	Iteration 11Q: 3 clusters Score -3488779 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -3488892.500000 Penalty: 5056.163574
	Iteration 12Q: 3 clusters Score -3488892 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -3488960.000000 Penalty: 5056.163574
	Iteration 13Q: 3 clusters Score -3488960 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -3489002.750000 Penalty: 5056.163574
	Iteration 14Q: 3 clusters Score -3489003 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -3489059.000000 Penalty: 5056.163574
	Iteration 15Q: 3 clusters Score -3489059 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3489095.000000 Penalty: 5056.163574
	Iteration 16Q: 3 clusters Score -3489095 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -3489122.500000 Penalty: 5056.163574
	Iteration 17Q: 3 clusters Score -3489122 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3489153.250000 Penalty: 5056.163574
	Iteration 18Q: 3 clusters Score -3489153 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -3489176.000000 Penalty: 5056.163574
	Iteration 19Q: 3 clusters Score -3489176 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -3489188.000000 Penalty: 5056.163574
	Iteration 20F: 3 clusters Score -3489188 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -3489195.500000 Penalty: 5056.163574
	Iteration 21Q: 3 clusters Score -3489196 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3489221.000000 Penalty: 5056.163574
	Iteration 22Q: 3 clusters Score -3489221 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -3489262.500000 Penalty: 5056.163574
	Iteration 23Q: 3 clusters Score -3489262 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3489290.750000 Penalty: 5056.163574
	Iteration 24Q: 3 clusters Score -3489291 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -3489318.500000 Penalty: 5056.163574
	Iteration 25Q: 3 clusters Score -3489318 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -3489340.750000 Penalty: 5056.163574
	Iteration 26Q: 3 clusters Score -3489341 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -3489394.000000 Penalty: 5056.163574
	Iteration 27Q: 3 clusters Score -3489394 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3489418.250000 Penalty: 5056.163574
	Iteration 28Q: 3 clusters Score -3489418 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -3489450.250000 Penalty: 5056.163574
	Iteration 29Q: 3 clusters Score -3489450 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -3489474.250000 Penalty: 5056.163574
	Iteration 30Q: 3 clusters Score -3489474 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -3489512.500000 Penalty: 5056.163574
	Iteration 31Q: 3 clusters Score -3489512 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3489553.750000 Penalty: 5056.163574
	Iteration 32Q: 3 clusters Score -3489554 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3489567.250000 Penalty: 5056.163574
	Iteration 33Q: 3 clusters Score -3489567 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3489611.250000 Penalty: 5056.163574
	Iteration 34Q: 3 clusters Score -3489611 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -3489642.750000 Penalty: 5056.163574
	Iteration 35Q: 3 clusters Score -3489643 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -3489683.750000 Penalty: 5056.163574
	Iteration 36Q: 3 clusters Score -3489684 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3489766.250000 Penalty: 5056.163574
	Iteration 37Q: 3 clusters Score -3489766 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -3489861.000000 Penalty: 5056.163574
	Iteration 38Q: 3 clusters Score -3489861 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -3489954.000000 Penalty: 5056.163574
	Iteration 39Q: 3 clusters Score -3489954 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -3490052.000000 Penalty: 5056.163574
	Iteration 40F: 3 clusters Score -3490052 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3490201.750000 Penalty: 5056.163574
	Iteration 41Q: 3 clusters Score -3490202 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3490356.250000 Penalty: 5056.163574
	Iteration 42Q: 3 clusters Score -3490356 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3490557.000000 Penalty: 5056.163574
	Iteration 43Q: 3 clusters Score -3490557 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -3490715.500000 Penalty: 5056.163574
	Iteration 44Q: 3 clusters Score -3490716 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -3490900.250000 Penalty: 5056.163574
	Iteration 45Q: 3 clusters Score -3490900 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -3491031.000000 Penalty: 5056.163574
	Iteration 46Q: 3 clusters Score -3491031 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3491186.500000 Penalty: 5056.163574
	Iteration 47Q: 3 clusters Score -3491186 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -3491313.000000 Penalty: 5056.163574
	Iteration 48Q: 3 clusters Score -3491313 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -3491398.750000 Penalty: 5056.163574
	Iteration 49Q: 3 clusters Score -3491399 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3491491.250000 Penalty: 5056.163574
	Iteration 50Q: 3 clusters Score -3491491 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -3491573.500000 Penalty: 5056.163574
	Iteration 51Q: 3 clusters Score -3491574 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3491659.250000 Penalty: 5056.163574
	Iteration 52Q: 3 clusters Score -3491659 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -3491723.000000 Penalty: 5056.163574
	Iteration 53Q: 3 clusters Score -3491723 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -3491811.500000 Penalty: 5056.163574
	Iteration 54Q: 3 clusters Score -3491812 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3491879.750000 Penalty: 5056.163574
	Iteration 55Q: 3 clusters Score -3491880 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -3491971.000000 Penalty: 5056.163574
	Iteration 56Q: 3 clusters Score -3491971 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -3492034.500000 Penalty: 5056.163574
	Iteration 57Q: 3 clusters Score -3492034 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3492118.000000 Penalty: 5056.163574
	Iteration 58Q: 3 clusters Score -3492118 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3492167.750000 Penalty: 5056.163574
	Iteration 59Q: 3 clusters Score -3492168 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -3492210.000000 Penalty: 5056.163574
	Iteration 60F: 3 clusters Score -3492210 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -3492265.250000 Penalty: 5056.163574
	Iteration 61Q: 3 clusters Score -3492265 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3492297.250000 Penalty: 5056.163574
	Iteration 62Q: 3 clusters Score -3492297 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3492312.750000 Penalty: 5056.163574
	Iteration 63Q: 3 clusters Score -3492313 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3492335.750000 Penalty: 5056.163574
	Iteration 64Q: 3 clusters Score -3492336 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -3492349.750000 Penalty: 5056.163574
	Iteration 65Q: 3 clusters Score -3492350 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -3492364.000000 Penalty: 5056.163574
	Iteration 66Q: 3 clusters Score -3492364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3492395.250000 Penalty: 5056.163574
	Iteration 67Q: 3 clusters Score -3492395 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3492398.750000 Penalty: 5056.163574
	Iteration 68Q: 3 clusters Score -3492399 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3492415.500000 Penalty: 5056.163574
	Iteration 69Q: 3 clusters Score -3492416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3492410.250000 Penalty: 5056.163574
	Iteration 70Q: 3 clusters Score -3492410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3492415.000000 Penalty: 5056.163574
	Iteration 71Q: 3 clusters Score -3492415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3492427.250000 Penalty: 5056.163574
	Iteration 72Q: 3 clusters Score -3492427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3492426.750000 Penalty: 5056.163574
	Iteration 73Q: 3 clusters Score -3492427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3492430.250000 Penalty: 5056.163574
	Iteration 74Q: 3 clusters Score -3492430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -3492432.500000 Penalty: 5056.163574
	Iteration 75Q: 3 clusters Score -3492432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -3492437.250000 Penalty: 5056.163574
	Iteration 76Q: 3 clusters Score -3492437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3492437.500000 Penalty: 5056.163574
	Iteration 77Q: 3 clusters Score -3492438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -3492440.500000 Penalty: 5056.163574
	Iteration 78Q: 3 clusters Score -3492440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3492439.750000 Penalty: 5056.163574
	Iteration 79Q: 3 clusters Score -3492440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3492437.500000 Penalty: 5056.163574
	Iteration 80F: 3 clusters Score -3492438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Entering Unmasked Estep 
Score: -610943.937500 Penalty: 2097.182373
	Iteration 0F: 2 clusters Score -610943.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -606584.687500 Penalty: 4194.364746
	Iteration 0F: 3 clusters Score -606584.7 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -607588.187500 Penalty: 4194.364746
	Iteration 1F: 3 clusters Score -607588.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -607785.125000 Penalty: 4194.364746
	Iteration 2F: 3 clusters Score -607785.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -607898.625000 Penalty: 4194.364746
	Iteration 3Q: 3 clusters Score -607898.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -607966.687500 Penalty: 4194.364746
	Iteration 4Q: 3 clusters Score -607966.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -608016.562500 Penalty: 4194.364746
	Iteration 5Q: 3 clusters Score -608016.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -608057.375000 Penalty: 4194.364746
	Iteration 6Q: 3 clusters Score -608057.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -608099.125000 Penalty: 4194.364746
	Iteration 7Q: 3 clusters Score -608099.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -608128.625000 Penalty: 4194.364746
	Iteration 8Q: 3 clusters Score -608128.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -608149.000000 Penalty: 4194.364746
	Iteration 9Q: 3 clusters Score -608149 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -608176.437500 Penalty: 4194.364746
	Iteration 10Q: 3 clusters Score -608176.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -608196.687500 Penalty: 4194.364746
	Iteration 11Q: 3 clusters Score -608196.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -608215.937500 Penalty: 4194.364746
	Iteration 12Q: 3 clusters Score -608215.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -608245.187500 Penalty: 4194.364746
	Iteration 13Q: 3 clusters Score -608245.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -608278.062500 Penalty: 4194.364746
	Iteration 14Q: 3 clusters Score -608278.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -608314.000000 Penalty: 4194.364746
	Iteration 15Q: 3 clusters Score -608314 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -608343.437500 Penalty: 4194.364746
	Iteration 16Q: 3 clusters Score -608343.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -608375.875000 Penalty: 4194.364746
	Iteration 17Q: 3 clusters Score -608375.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -608412.625000 Penalty: 4194.364746
	Iteration 18Q: 3 clusters Score -608412.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -608450.000000 Penalty: 4194.364746
	Iteration 19Q: 3 clusters Score -608450 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -608502.812500 Penalty: 4194.364746
	Iteration 20F: 3 clusters Score -608502.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -608558.500000 Penalty: 4194.364746
	Iteration 21Q: 3 clusters Score -608558.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -608599.312500 Penalty: 4194.364746
	Iteration 22Q: 3 clusters Score -608599.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -608635.500000 Penalty: 4194.364746
	Iteration 23Q: 3 clusters Score -608635.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -608683.250000 Penalty: 4194.364746
	Iteration 24Q: 3 clusters Score -608683.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -608736.062500 Penalty: 4194.364746
	Iteration 25Q: 3 clusters Score -608736.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -608787.875000 Penalty: 4194.364746
	Iteration 26Q: 3 clusters Score -608787.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -608826.187500 Penalty: 4194.364746
	Iteration 27Q: 3 clusters Score -608826.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -608867.625000 Penalty: 4194.364746
	Iteration 28Q: 3 clusters Score -608867.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -608913.125000 Penalty: 4194.364746
	Iteration 29Q: 3 clusters Score -608913.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -608959.875000 Penalty: 4194.364746
	Iteration 30Q: 3 clusters Score -608959.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -608986.125000 Penalty: 4194.364746
	Iteration 31Q: 3 clusters Score -608986.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -609021.437500 Penalty: 4194.364746
	Iteration 32Q: 3 clusters Score -609021.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -609043.250000 Penalty: 4194.364746
	Iteration 33Q: 3 clusters Score -609043.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -609059.687500 Penalty: 4194.364746
	Iteration 34Q: 3 clusters Score -609059.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -609073.750000 Penalty: 4194.364746
	Iteration 35Q: 3 clusters Score -609073.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -609080.062500 Penalty: 4194.364746
	Iteration 36Q: 3 clusters Score -609080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -609085.000000 Penalty: 4194.364746
	Iteration 37Q: 3 clusters Score -609085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -609085.687500 Penalty: 4194.364746
	Iteration 38Q: 3 clusters Score -609085.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -609089.625000 Penalty: 4194.364746
	Iteration 39Q: 3 clusters Score -609089.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -609092.187500 Penalty: 4194.364746
	Iteration 40F: 3 clusters Score -609092.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -609092.937500 Penalty: 4194.364746
	Iteration 41Q: 3 clusters Score -609092.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -609092.937500 Penalty: 4194.364746
	Iteration 42F: 3 clusters Score -609092.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (126039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126039 members 
Entering Unmasked Estep 
Score: -16602372.000000 Penalty: 2912.597900
	Iteration 0F: 2 clusters Score -1.660237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63273 members 
Mstep: Class 2 contains 62766 members 
Entering Unmasked Estep 
Score: -16518017.000000 Penalty: 5825.195801
	Iteration 0F: 3 clusters Score -1.651802e+07 nChanged 59933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66382 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -16552866.000000 Penalty: 5825.195801
	Iteration 1F: 3 clusters Score -1.655287e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -16554065.000000 Penalty: 5825.195801
	Iteration 2Q: 3 clusters Score -1.655406e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71476 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -16555806.000000 Penalty: 5825.195801
	Iteration 3Q: 3 clusters Score -1.655581e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -16558188.000000 Penalty: 5825.195801
	Iteration 4Q: 3 clusters Score -1.655819e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82244 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -16561849.000000 Penalty: 5825.195801
	Iteration 5F: 3 clusters Score -1.656185e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -16567656.000000 Penalty: 5825.195801
	Iteration 6F: 3 clusters Score -1.656766e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100732 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -16575871.000000 Penalty: 5825.195801
	Iteration 7F: 3 clusters Score -1.657587e+07 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111094 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -16585646.000000 Penalty: 5825.195801
	Iteration 8F: 3 clusters Score -1.658565e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119085 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -16593459.000000 Penalty: 5825.195801
	Iteration 9F: 3 clusters Score -1.659346e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123438 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -16597545.000000 Penalty: 5825.195801
	Iteration 10Q: 3 clusters Score -1.659754e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125032 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -16598988.000000 Penalty: 5825.195801
	Iteration 11Q: 3 clusters Score -1.659899e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125526 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -16599509.000000 Penalty: 5825.195801
	Iteration 12Q: 3 clusters Score -1.659951e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125680 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -16599687.000000 Penalty: 5825.195801
	Iteration 13Q: 3 clusters Score -1.659969e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125730 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -16599753.000000 Penalty: 5825.195801
	Iteration 14Q: 3 clusters Score -1.659975e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125761 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16599781.000000 Penalty: 5825.195801
	Iteration 15Q: 3 clusters Score -1.659978e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125772 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -16599815.000000 Penalty: 5825.195801
	Iteration 16Q: 3 clusters Score -1.659982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125777 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -16599831.000000 Penalty: 5825.195801
	Iteration 17Q: 3 clusters Score -1.659983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125783 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -16599846.000000 Penalty: 5825.195801
	Iteration 18Q: 3 clusters Score -1.659985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125785 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -16599854.000000 Penalty: 5825.195801
	Iteration 19Q: 3 clusters Score -1.659985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125787 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -16599854.000000 Penalty: 5825.195801
	Iteration 20F: 3 clusters Score -1.659985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125785 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -16599854.000000 Penalty: 5825.195801
	Iteration 21Q: 3 clusters Score -1.659985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125785 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -16599854.000000 Penalty: 5825.195801
	Iteration 22F: 3 clusters Score -1.659985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Entering Unmasked Estep 
Score: -730782.187500 Penalty: 2139.615479
	Iteration 0F: 2 clusters Score -730782.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -725907.687500 Penalty: 4279.230957
	Iteration 0F: 3 clusters Score -725907.7 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -727258.750000 Penalty: 4279.230957
	Iteration 1F: 3 clusters Score -727258.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -727559.062500 Penalty: 4279.230957
	Iteration 2F: 3 clusters Score -727559.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -727770.562500 Penalty: 4279.230957
	Iteration 3F: 3 clusters Score -727770.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -727972.250000 Penalty: 4279.230957
	Iteration 4Q: 3 clusters Score -727972.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -728173.312500 Penalty: 4279.230957
	Iteration 5Q: 3 clusters Score -728173.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -728362.687500 Penalty: 4279.230957
	Iteration 6Q: 3 clusters Score -728362.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -728561.687500 Penalty: 4279.230957
	Iteration 7Q: 3 clusters Score -728561.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -728826.375000 Penalty: 4279.230957
	Iteration 8Q: 3 clusters Score -728826.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -729094.500000 Penalty: 4279.230957
	Iteration 9Q: 3 clusters Score -729094.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -729377.625000 Penalty: 4279.230957
	Iteration 10Q: 3 clusters Score -729377.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -729634.812500 Penalty: 4279.230957
	Iteration 11Q: 3 clusters Score -729634.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -729784.687500 Penalty: 4279.230957
	Iteration 12Q: 3 clusters Score -729784.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -729850.062500 Penalty: 4279.230957
	Iteration 13Q: 3 clusters Score -729850.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -729882.437500 Penalty: 4279.230957
	Iteration 14Q: 3 clusters Score -729882.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -729901.875000 Penalty: 4279.230957
	Iteration 15Q: 3 clusters Score -729901.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -729914.687500 Penalty: 4279.230957
	Iteration 16Q: 3 clusters Score -729914.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -729921.937500 Penalty: 4279.230957
	Iteration 17Q: 3 clusters Score -729921.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -729924.187500 Penalty: 4279.230957
	Iteration 18Q: 3 clusters Score -729924.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -729926.937500 Penalty: 4279.230957
	Iteration 19Q: 3 clusters Score -729926.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -729928.875000 Penalty: 4279.230957
	Iteration 20F: 3 clusters Score -729928.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -729932.000000 Penalty: 4279.230957
	Iteration 21Q: 3 clusters Score -729932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -729933.312500 Penalty: 4279.230957
	Iteration 22Q: 3 clusters Score -729933.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -729934.687500 Penalty: 4279.230957
	Iteration 23Q: 3 clusters Score -729934.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -729933.937500 Penalty: 4279.230957
	Iteration 24Q: 3 clusters Score -729933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -729935.187500 Penalty: 4279.230957
	Iteration 25Q: 3 clusters Score -729935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -729933.937500 Penalty: 4279.230957
	Iteration 26Q: 3 clusters Score -729933.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -729933.562500 Penalty: 4279.230957
	Iteration 27Q: 3 clusters Score -729933.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -729934.750000 Penalty: 4279.230957
	Iteration 28Q: 3 clusters Score -729934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -729934.187500 Penalty: 4279.230957
	Iteration 29Q: 3 clusters Score -729934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -729935.250000 Penalty: 4279.230957
	Iteration 30Q: 3 clusters Score -729935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -729935.500000 Penalty: 4279.230957
	Iteration 31Q: 3 clusters Score -729935.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -729935.875000 Penalty: 4279.230957
	Iteration 32Q: 3 clusters Score -729935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -729936.062500 Penalty: 4279.230957
	Iteration 33Q: 3 clusters Score -729936.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -729936.437500 Penalty: 4279.230957
	Iteration 34Q: 3 clusters Score -729936.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -729936.437500 Penalty: 4279.230957
	Iteration 35F: 3 clusters Score -729936.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14172 members 
Mstep: Class 3 contains 2753 members 
Mstep: Class 4 contains 108963 members 
Mstep: Class 5 contains 27011 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 43013 members 
Mstep: Class 8 contains 36619 members 
Mstep: Class 9 contains 727 members 
Mstep: Class 10 contains 18600 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 5295 members 
Mstep: Class 13 contains 21432 members 
Mstep: Class 14 contains 2197 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30927 members 
Mstep: Class 17 contains 4672 members 
Mstep: Class 18 contains 11474 members 
Mstep: Class 19 contains 9966 members 
Mstep: Class 20 contains 23062 members 
Mstep: Class 21 contains 7816 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 20050 members 
Mstep: Class 24 contains 1616 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 26739 members 
Mstep: Class 27 contains 4705 members 
Mstep: Class 28 contains 126039 members 
Mstep: Class 29 contains 5583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73850240.000000 Penalty: 102018.117188
Iteration 79Q: 32 clusters Score -7.385024e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14177 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 108921 members 
Mstep: Class 5 contains 27011 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 43081 members 
Mstep: Class 8 contains 36617 members 
Mstep: Class 9 contains 730 members 
Mstep: Class 10 contains 18600 members 
Mstep: Class 11 contains 1611 members 
Mstep: Class 12 contains 5298 members 
Mstep: Class 13 contains 21430 members 
Mstep: Class 14 contains 2198 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 30920 members 
Mstep: Class 17 contains 4663 members 
Mstep: Class 18 contains 11463 members 
Mstep: Class 19 contains 9936 members 
Mstep: Class 20 contains 23056 members 
Mstep: Class 21 contains 7862 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 20051 members 
Mstep: Class 24 contains 1609 members 
Mstep: Class 25 contains 412 members 
Mstep: Class 26 contains 26739 members 
Mstep: Class 27 contains 4708 members 
Mstep: Class 28 contains 126021 members 
Mstep: Class 29 contains 5583 members 
Mstep: Class 30 contains 1252 members 
Mstep: Class 31 contains 406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73850712.000000 Penalty: 102018.117188
Iteration 80F: 32 clusters Score -7.385071e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 14160 members 
Mstep: Class 3 contains 2761 members 
Mstep: Class 4 contains 108872 members 
Mstep: Class 5 contains 27012 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 43175 members 
Mstep: Class 8 contains 36613 members 
Mstep: Class 9 contains 710 members 
Mstep: Class 10 contains 18599 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 5288 members 
Mstep: Class 13 contains 21428 members 
Mstep: Class 14 contains 2198 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 30910 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 11450 members 
Mstep: Class 19 contains 9923 members 
Mstep: Class 20 contains 23027 members 
Mstep: Class 21 contains 7901 members 
Mstep: Class 22 contains 2348 members 
Mstep: Class 23 contains 20052 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 449 members 
Mstep: Class 26 contains 26740 members 
Mstep: Class 27 contains 4712 members 
Mstep: Class 28 contains 126021 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 1254 members 
Mstep: Class 31 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73851192.000000 Penalty: 102018.117188
Iteration 81Q: 32 clusters Score -7.385119e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 14162 members 
Mstep: Class 3 contains 2766 members 
Mstep: Class 4 contains 108845 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 43247 members 
Mstep: Class 8 contains 36610 members 
Mstep: Class 9 contains 703 members 
Mstep: Class 10 contains 18599 members 
Mstep: Class 11 contains 1588 members 
Mstep: Class 12 contains 5283 members 
Mstep: Class 13 contains 21423 members 
Mstep: Class 14 contains 2198 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30905 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 11444 members 
Mstep: Class 19 contains 9927 members 
Mstep: Class 20 contains 23002 members 
Mstep: Class 21 contains 7931 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 20053 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 453 members 
Mstep: Class 26 contains 26738 members 
Mstep: Class 27 contains 4714 members 
Mstep: Class 28 contains 126017 members 
Mstep: Class 29 contains 5578 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73851368.000000 Penalty: 102018.117188
Iteration 82Q: 32 clusters Score -7.385137e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 14157 members 
Mstep: Class 3 contains 2774 members 
Mstep: Class 4 contains 108817 members 
Mstep: Class 5 contains 27009 members 
Mstep: Class 6 contains 3094 members 
Mstep: Class 7 contains 43308 members 
Mstep: Class 8 contains 36602 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 18598 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 5291 members 
Mstep: Class 13 contains 21416 members 
Mstep: Class 14 contains 2199 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 30899 members 
Mstep: Class 17 contains 4666 members 
Mstep: Class 18 contains 11432 members 
Mstep: Class 19 contains 9936 members 
Mstep: Class 20 contains 22979 members 
Mstep: Class 21 contains 7963 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 20055 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 450 members 
Mstep: Class 26 contains 26737 members 
Mstep: Class 27 contains 4717 members 
Mstep: Class 28 contains 126012 members 
Mstep: Class 29 contains 5578 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73851600.000000 Penalty: 102018.117188
Iteration 83Q: 32 clusters Score -7.38516e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 14154 members 
Mstep: Class 3 contains 2781 members 
Mstep: Class 4 contains 108804 members 
Mstep: Class 5 contains 27009 members 
Mstep: Class 6 contains 3037 members 
Mstep: Class 7 contains 43361 members 
Mstep: Class 8 contains 36598 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 18596 members 
Mstep: Class 11 contains 1574 members 
Mstep: Class 12 contains 5299 members 
Mstep: Class 13 contains 21417 members 
Mstep: Class 14 contains 2200 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30894 members 
Mstep: Class 17 contains 4666 members 
Mstep: Class 18 contains 11418 members 
Mstep: Class 19 contains 9938 members 
Mstep: Class 20 contains 22969 members 
Mstep: Class 21 contains 7988 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 20054 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 26737 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 126009 members 
Mstep: Class 29 contains 5578 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73851744.000000 Penalty: 102018.117188
Iteration 84Q: 32 clusters Score -7.385174e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 14151 members 
Mstep: Class 3 contains 2782 members 
Mstep: Class 4 contains 108785 members 
Mstep: Class 5 contains 27008 members 
Mstep: Class 6 contains 2992 members 
Mstep: Class 7 contains 43404 members 
Mstep: Class 8 contains 36597 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 18591 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 5308 members 
Mstep: Class 13 contains 21415 members 
Mstep: Class 14 contains 2201 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 30887 members 
Mstep: Class 17 contains 4666 members 
Mstep: Class 18 contains 11410 members 
Mstep: Class 19 contains 9940 members 
Mstep: Class 20 contains 22963 members 
Mstep: Class 21 contains 8018 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 20055 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26734 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 126009 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73851824.000000 Penalty: 102018.117188
Iteration 85Q: 32 clusters Score -7.385182e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 14138 members 
Mstep: Class 3 contains 2780 members 
Mstep: Class 4 contains 108781 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 2954 members 
Mstep: Class 7 contains 43428 members 
Mstep: Class 8 contains 36595 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 18586 members 
Mstep: Class 11 contains 1572 members 
Mstep: Class 12 contains 5316 members 
Mstep: Class 13 contains 21413 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30881 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 11402 members 
Mstep: Class 19 contains 9942 members 
Mstep: Class 20 contains 22959 members 
Mstep: Class 21 contains 8047 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 20065 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26732 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 126006 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73851824.000000 Penalty: 102018.117188
Iteration 86Q: 32 clusters Score -7.385182e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 14139 members 
Mstep: Class 3 contains 2781 members 
Mstep: Class 4 contains 108777 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 2912 members 
Mstep: Class 7 contains 43463 members 
Mstep: Class 8 contains 36596 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 18584 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 5313 members 
Mstep: Class 13 contains 21413 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14288 members 
Mstep: Class 16 contains 30873 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 11394 members 
Mstep: Class 19 contains 9947 members 
Mstep: Class 20 contains 22952 members 
Mstep: Class 21 contains 8069 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20068 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26731 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 126002 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73851832.000000 Penalty: 102018.117188
Iteration 87Q: 32 clusters Score -7.385183e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 14142 members 
Mstep: Class 3 contains 2785 members 
Mstep: Class 4 contains 108771 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 43494 members 
Mstep: Class 8 contains 36595 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 18582 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 5313 members 
Mstep: Class 13 contains 21411 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14289 members 
Mstep: Class 16 contains 30872 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 11389 members 
Mstep: Class 19 contains 9950 members 
Mstep: Class 20 contains 22948 members 
Mstep: Class 21 contains 8088 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20072 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26730 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 125998 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73851896.000000 Penalty: 102018.117188
Iteration 88Q: 32 clusters Score -7.38519e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 14140 members 
Mstep: Class 3 contains 2787 members 
Mstep: Class 4 contains 108763 members 
Mstep: Class 5 contains 27008 members 
Mstep: Class 6 contains 2824 members 
Mstep: Class 7 contains 43532 members 
Mstep: Class 8 contains 36594 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 18582 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 5312 members 
Mstep: Class 13 contains 21411 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14290 members 
Mstep: Class 16 contains 30871 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 11382 members 
Mstep: Class 19 contains 9950 members 
Mstep: Class 20 contains 22947 members 
Mstep: Class 21 contains 8111 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20076 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26730 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 125997 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73851840.000000 Penalty: 102018.117188
Iteration 89Q: 32 clusters Score -7.385184e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14137 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108744 members 
Mstep: Class 5 contains 27008 members 
Mstep: Class 6 contains 2777 members 
Mstep: Class 7 contains 43579 members 
Mstep: Class 8 contains 36592 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 5313 members 
Mstep: Class 13 contains 21409 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14290 members 
Mstep: Class 16 contains 30869 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 11379 members 
Mstep: Class 19 contains 9951 members 
Mstep: Class 20 contains 22947 members 
Mstep: Class 21 contains 8135 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20077 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26731 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 125997 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73851888.000000 Penalty: 102018.117188
Iteration 90Q: 32 clusters Score -7.385189e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14136 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108725 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 2741 members 
Mstep: Class 7 contains 43624 members 
Mstep: Class 8 contains 36592 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 5314 members 
Mstep: Class 13 contains 21408 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14290 members 
Mstep: Class 16 contains 30867 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 11376 members 
Mstep: Class 19 contains 9951 members 
Mstep: Class 20 contains 22947 members 
Mstep: Class 21 contains 8151 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20079 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26731 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 125996 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73851864.000000 Penalty: 102018.117188
Iteration 91Q: 32 clusters Score -7.385186e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14137 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108700 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 2704 members 
Mstep: Class 7 contains 43683 members 
Mstep: Class 8 contains 36590 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 5315 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14290 members 
Mstep: Class 16 contains 30868 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 11373 members 
Mstep: Class 19 contains 9951 members 
Mstep: Class 20 contains 22947 members 
Mstep: Class 21 contains 8159 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20080 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26730 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 125996 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73851912.000000 Penalty: 102018.117188
Iteration 92Q: 32 clusters Score -7.385191e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14137 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108684 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 43717 members 
Mstep: Class 8 contains 36590 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 5315 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14290 members 
Mstep: Class 16 contains 30867 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 11364 members 
Mstep: Class 19 contains 9952 members 
Mstep: Class 20 contains 22947 members 
Mstep: Class 21 contains 8173 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26730 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 125994 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73851952.000000 Penalty: 102018.117188
Iteration 93Q: 32 clusters Score -7.385195e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14137 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108667 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 2655 members 
Mstep: Class 7 contains 43750 members 
Mstep: Class 8 contains 36590 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 5315 members 
Mstep: Class 13 contains 21406 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14290 members 
Mstep: Class 16 contains 30867 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 11359 members 
Mstep: Class 19 contains 9953 members 
Mstep: Class 20 contains 22947 members 
Mstep: Class 21 contains 8186 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26730 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 125994 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73851984.000000 Penalty: 102018.117188
Iteration 94Q: 32 clusters Score -7.385198e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14137 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108654 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 2635 members 
Mstep: Class 7 contains 43775 members 
Mstep: Class 8 contains 36589 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 5316 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14290 members 
Mstep: Class 16 contains 30867 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 11354 members 
Mstep: Class 19 contains 9954 members 
Mstep: Class 20 contains 22947 members 
Mstep: Class 21 contains 8200 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26730 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 125994 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73851912.000000 Penalty: 102018.117188
Iteration 95Q: 32 clusters Score -7.385191e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14137 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 108637 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 2621 members 
Mstep: Class 7 contains 43799 members 
Mstep: Class 8 contains 36589 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 5318 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14290 members 
Mstep: Class 16 contains 30867 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 11348 members 
Mstep: Class 19 contains 9954 members 
Mstep: Class 20 contains 22947 members 
Mstep: Class 21 contains 8211 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26730 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 125992 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73851976.000000 Penalty: 102018.117188
Iteration 96Q: 32 clusters Score -7.385198e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14137 members 
Mstep: Class 3 contains 2792 members 
Mstep: Class 4 contains 108631 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 2596 members 
Mstep: Class 7 contains 43826 members 
Mstep: Class 8 contains 36589 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 5320 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14290 members 
Mstep: Class 16 contains 30865 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 11343 members 
Mstep: Class 19 contains 9954 members 
Mstep: Class 20 contains 22947 members 
Mstep: Class 21 contains 8221 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26730 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 125990 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852016.000000 Penalty: 102018.117188
Iteration 97Q: 32 clusters Score -7.385202e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14136 members 
Mstep: Class 3 contains 2794 members 
Mstep: Class 4 contains 108614 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 43849 members 
Mstep: Class 8 contains 36588 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 5323 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14290 members 
Mstep: Class 16 contains 30863 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 11341 members 
Mstep: Class 19 contains 9955 members 
Mstep: Class 20 contains 22947 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26731 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 125988 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852040.000000 Penalty: 102018.117188
Iteration 98Q: 32 clusters Score -7.385204e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14135 members 
Mstep: Class 3 contains 2794 members 
Mstep: Class 4 contains 108604 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 43869 members 
Mstep: Class 8 contains 36588 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 5324 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14290 members 
Mstep: Class 16 contains 30860 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 11337 members 
Mstep: Class 19 contains 9955 members 
Mstep: Class 20 contains 22947 members 
Mstep: Class 21 contains 8235 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26731 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 125987 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852032.000000 Penalty: 102018.117188
Iteration 99Q: 32 clusters Score -7.385203e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14134 members 
Mstep: Class 3 contains 2794 members 
Mstep: Class 4 contains 108590 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 2568 members 
Mstep: Class 7 contains 43887 members 
Mstep: Class 8 contains 36588 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 5325 members 
Mstep: Class 13 contains 21406 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14289 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 11335 members 
Mstep: Class 19 contains 9958 members 
Mstep: Class 20 contains 22947 members 
Mstep: Class 21 contains 8242 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26730 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 125985 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852208.000000 Penalty: 102018.117188
Iteration 100F: 32 clusters Score -7.385221e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14134 members 
Mstep: Class 3 contains 2794 members 
Mstep: Class 4 contains 108583 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 2561 members 
Mstep: Class 7 contains 43895 members 
Mstep: Class 8 contains 36588 members 
Mstep: Class 9 contains 688 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 5328 members 
Mstep: Class 13 contains 21406 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14289 members 
Mstep: Class 16 contains 30857 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 11329 members 
Mstep: Class 19 contains 9959 members 
Mstep: Class 20 contains 22947 members 
Mstep: Class 21 contains 8253 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 460 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852368.000000 Penalty: 102018.117188
Iteration 101Q: 32 clusters Score -7.385237e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14135 members 
Mstep: Class 3 contains 2794 members 
Mstep: Class 4 contains 108570 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 43906 members 
Mstep: Class 8 contains 36588 members 
Mstep: Class 9 contains 683 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 5329 members 
Mstep: Class 13 contains 21406 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14288 members 
Mstep: Class 16 contains 30858 members 
Mstep: Class 17 contains 4669 members 
Mstep: Class 18 contains 11323 members 
Mstep: Class 19 contains 9963 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8263 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1607 members 
Mstep: Class 25 contains 454 members 
Mstep: Class 26 contains 26728 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 125986 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852448.000000 Penalty: 102018.117188
Iteration 102Q: 32 clusters Score -7.385245e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14134 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 108562 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 2546 members 
Mstep: Class 7 contains 43922 members 
Mstep: Class 8 contains 36588 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 5330 members 
Mstep: Class 13 contains 21406 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14288 members 
Mstep: Class 16 contains 30858 members 
Mstep: Class 17 contains 4669 members 
Mstep: Class 18 contains 11320 members 
Mstep: Class 19 contains 9967 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8269 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 26728 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 125986 members 
Mstep: Class 29 contains 5581 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852536.000000 Penalty: 102018.117188
Iteration 103Q: 32 clusters Score -7.385254e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14133 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 108549 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 43938 members 
Mstep: Class 8 contains 36588 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1572 members 
Mstep: Class 12 contains 5331 members 
Mstep: Class 13 contains 21406 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14288 members 
Mstep: Class 16 contains 30858 members 
Mstep: Class 17 contains 4669 members 
Mstep: Class 18 contains 11318 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8273 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 449 members 
Mstep: Class 26 contains 26728 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852560.000000 Penalty: 102018.117188
Iteration 104Q: 32 clusters Score -7.385256e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14132 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 108537 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 43943 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1572 members 
Mstep: Class 12 contains 5333 members 
Mstep: Class 13 contains 21406 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 30858 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8279 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26728 members 
Mstep: Class 27 contains 4729 members 
Mstep: Class 28 contains 125985 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852672.000000 Penalty: 102018.117188
Iteration 105Q: 32 clusters Score -7.385267e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14131 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 108525 members 
Mstep: Class 5 contains 27008 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 43944 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1572 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21406 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 30858 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11315 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8287 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852704.000000 Penalty: 102018.117188
Iteration 106Q: 32 clusters Score -7.38527e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 108525 members 
Mstep: Class 5 contains 27009 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 43955 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21406 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30858 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11310 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8289 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125983 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852752.000000 Penalty: 102018.117188
Iteration 107Q: 32 clusters Score -7.385275e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 108514 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 43970 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21406 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14285 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11310 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8292 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852728.000000 Penalty: 102018.117188
Iteration 108Q: 32 clusters Score -7.385273e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 108511 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 2531 members 
Mstep: Class 7 contains 43980 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30857 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11305 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8296 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852680.000000 Penalty: 102018.117188
Iteration 109Q: 32 clusters Score -7.385268e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 108503 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 2527 members 
Mstep: Class 7 contains 43992 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30857 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11303 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852656.000000 Penalty: 102018.117188
Iteration 110Q: 32 clusters Score -7.385266e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 108498 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 2527 members 
Mstep: Class 7 contains 43998 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30857 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11302 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852656.000000 Penalty: 102018.117188
Iteration 111Q: 32 clusters Score -7.385266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 108488 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 2526 members 
Mstep: Class 7 contains 44007 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30858 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11303 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852680.000000 Penalty: 102018.117188
Iteration 112Q: 32 clusters Score -7.385268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 108479 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 44020 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30858 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11303 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8298 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852656.000000 Penalty: 102018.117188
Iteration 113Q: 32 clusters Score -7.385266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 108479 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 44021 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30858 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11303 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8299 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852712.000000 Penalty: 102018.117188
Iteration 114Q: 32 clusters Score -7.385271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 2797 members 
Mstep: Class 4 contains 108478 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 44024 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30858 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11302 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8300 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852720.000000 Penalty: 102018.117188
Iteration 115Q: 32 clusters Score -7.385272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 108477 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 44026 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30857 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11302 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8300 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852736.000000 Penalty: 102018.117188
Iteration 116Q: 32 clusters Score -7.385274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108475 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 44031 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30857 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11302 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8300 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852760.000000 Penalty: 102018.117188
Iteration 117Q: 32 clusters Score -7.385276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108473 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 44035 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30857 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11302 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8300 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852704.000000 Penalty: 102018.117188
Iteration 118Q: 32 clusters Score -7.38527e+07 nChanged 4
Entering ConstructFrom: 
Score: -73852704.000000 Penalty: 102018.117188
Entering ConstructFrom: 
Trying to split cluster 1 (2329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Entering Unmasked Estep 
Score: -297286.625000 Penalty: 1922.792236
	Iteration 0F: 2 clusters Score -297286.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -294464.062500 Penalty: 3845.584473
	Iteration 0F: 3 clusters Score -294464.1 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -294980.343750 Penalty: 3845.584473
	Iteration 1F: 3 clusters Score -294980.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -295109.187500 Penalty: 3845.584473
	Iteration 2F: 3 clusters Score -295109.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -295190.593750 Penalty: 3845.584473
	Iteration 3Q: 3 clusters Score -295190.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -295250.687500 Penalty: 3845.584473
	Iteration 4Q: 3 clusters Score -295250.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -295286.218750 Penalty: 3845.584473
	Iteration 5Q: 3 clusters Score -295286.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -295305.875000 Penalty: 3845.584473
	Iteration 6Q: 3 clusters Score -295305.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -295319.468750 Penalty: 3845.584473
	Iteration 7Q: 3 clusters Score -295319.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -295326.781250 Penalty: 3845.584473
	Iteration 8Q: 3 clusters Score -295326.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -295339.031250 Penalty: 3845.584473
	Iteration 9Q: 3 clusters Score -295339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -295348.500000 Penalty: 3845.584473
	Iteration 10Q: 3 clusters Score -295348.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -295356.125000 Penalty: 3845.584473
	Iteration 11Q: 3 clusters Score -295356.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -295362.562500 Penalty: 3845.584473
	Iteration 12Q: 3 clusters Score -295362.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -295369.625000 Penalty: 3845.584473
	Iteration 13Q: 3 clusters Score -295369.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -295374.562500 Penalty: 3845.584473
	Iteration 14Q: 3 clusters Score -295374.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -295379.500000 Penalty: 3845.584473
	Iteration 15Q: 3 clusters Score -295379.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -295384.687500 Penalty: 3845.584473
	Iteration 16Q: 3 clusters Score -295384.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -295391.093750 Penalty: 3845.584473
	Iteration 17Q: 3 clusters Score -295391.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -295393.968750 Penalty: 3845.584473
	Iteration 18Q: 3 clusters Score -295394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -295399.468750 Penalty: 3845.584473
	Iteration 19Q: 3 clusters Score -295399.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -295408.093750 Penalty: 3845.584473
	Iteration 20F: 3 clusters Score -295408.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -295416.718750 Penalty: 3845.584473
	Iteration 21Q: 3 clusters Score -295416.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -295434.218750 Penalty: 3845.584473
	Iteration 22Q: 3 clusters Score -295434.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -295465.968750 Penalty: 3845.584473
	Iteration 23Q: 3 clusters Score -295466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -295500.093750 Penalty: 3845.584473
	Iteration 24Q: 3 clusters Score -295500.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -295535.875000 Penalty: 3845.584473
	Iteration 25Q: 3 clusters Score -295535.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -295559.375000 Penalty: 3845.584473
	Iteration 26Q: 3 clusters Score -295559.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -295580.125000 Penalty: 3845.584473
	Iteration 27Q: 3 clusters Score -295580.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -295597.125000 Penalty: 3845.584473
	Iteration 28Q: 3 clusters Score -295597.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -295609.843750 Penalty: 3845.584473
	Iteration 29Q: 3 clusters Score -295609.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -295616.750000 Penalty: 3845.584473
	Iteration 30Q: 3 clusters Score -295616.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -295623.125000 Penalty: 3845.584473
	Iteration 31Q: 3 clusters Score -295623.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -295628.343750 Penalty: 3845.584473
	Iteration 32Q: 3 clusters Score -295628.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -295629.937500 Penalty: 3845.584473
	Iteration 33Q: 3 clusters Score -295629.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -295630.781250 Penalty: 3845.584473
	Iteration 34Q: 3 clusters Score -295630.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -295632.343750 Penalty: 3845.584473
	Iteration 35Q: 3 clusters Score -295632.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -295634.187500 Penalty: 3845.584473
	Iteration 36Q: 3 clusters Score -295634.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -295635.375000 Penalty: 3845.584473
	Iteration 37Q: 3 clusters Score -295635.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -295637.062500 Penalty: 3845.584473
	Iteration 38Q: 3 clusters Score -295637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -295639.500000 Penalty: 3845.584473
	Iteration 39Q: 3 clusters Score -295639.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -295641.093750 Penalty: 3845.584473
	Iteration 40F: 3 clusters Score -295641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -295642.375000 Penalty: 3845.584473
	Iteration 41Q: 3 clusters Score -295642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -295642.718750 Penalty: 3845.584473
	Iteration 42Q: 3 clusters Score -295642.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -295643.250000 Penalty: 3845.584473
	Iteration 43Q: 3 clusters Score -295643.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -295644.687500 Penalty: 3845.584473
	Iteration 44Q: 3 clusters Score -295644.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -295644.687500 Penalty: 3845.584473
	Iteration 45F: 3 clusters Score -295644.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Entering Unmasked Estep 
Score: -1709598.500000 Penalty: 2369.901611
	Iteration 0F: 2 clusters Score -1709598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1699362.500000 Penalty: 4739.803223
	Iteration 0F: 3 clusters Score -1699362 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1702641.000000 Penalty: 4739.803223
	Iteration 1F: 3 clusters Score -1702641 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1703058.625000 Penalty: 4739.803223
	Iteration 2F: 3 clusters Score -1703059 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1703412.750000 Penalty: 4739.803223
	Iteration 3F: 3 clusters Score -1703413 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1703732.625000 Penalty: 4739.803223
	Iteration 4Q: 3 clusters Score -1703733 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1704052.625000 Penalty: 4739.803223
	Iteration 5Q: 3 clusters Score -1704053 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1704404.500000 Penalty: 4739.803223
	Iteration 6Q: 3 clusters Score -1704404 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1704807.375000 Penalty: 4739.803223
	Iteration 7Q: 3 clusters Score -1704807 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1705256.000000 Penalty: 4739.803223
	Iteration 8Q: 3 clusters Score -1705256 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1705719.250000 Penalty: 4739.803223
	Iteration 9Q: 3 clusters Score -1705719 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1706193.125000 Penalty: 4739.803223
	Iteration 10Q: 3 clusters Score -1706193 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1706637.750000 Penalty: 4739.803223
	Iteration 11Q: 3 clusters Score -1706638 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1706991.125000 Penalty: 4739.803223
	Iteration 12Q: 3 clusters Score -1706991 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1707195.000000 Penalty: 4739.803223
	Iteration 13Q: 3 clusters Score -1707195 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1707350.750000 Penalty: 4739.803223
	Iteration 14Q: 3 clusters Score -1707351 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1707431.250000 Penalty: 4739.803223
	Iteration 15Q: 3 clusters Score -1707431 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1707493.750000 Penalty: 4739.803223
	Iteration 16Q: 3 clusters Score -1707494 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1707533.750000 Penalty: 4739.803223
	Iteration 17Q: 3 clusters Score -1707534 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1707547.750000 Penalty: 4739.803223
	Iteration 18Q: 3 clusters Score -1707548 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1707568.500000 Penalty: 4739.803223
	Iteration 19Q: 3 clusters Score -1707568 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1707576.625000 Penalty: 4739.803223
	Iteration 20F: 3 clusters Score -1707577 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1707583.500000 Penalty: 4739.803223
	Iteration 21Q: 3 clusters Score -1707584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1707588.875000 Penalty: 4739.803223
	Iteration 22Q: 3 clusters Score -1707589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1707587.875000 Penalty: 4739.803223
	Iteration 23Q: 3 clusters Score -1707588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1707591.625000 Penalty: 4739.803223
	Iteration 24Q: 3 clusters Score -1707592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1707597.125000 Penalty: 4739.803223
	Iteration 25Q: 3 clusters Score -1707597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1707603.375000 Penalty: 4739.803223
	Iteration 26Q: 3 clusters Score -1707603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1707611.375000 Penalty: 4739.803223
	Iteration 27Q: 3 clusters Score -1707611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1707607.750000 Penalty: 4739.803223
	Iteration 28Q: 3 clusters Score -1707608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1707608.000000 Penalty: 4739.803223
	Iteration 29Q: 3 clusters Score -1707608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1707609.750000 Penalty: 4739.803223
	Iteration 30Q: 3 clusters Score -1707610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1707611.625000 Penalty: 4739.803223
	Iteration 31Q: 3 clusters Score -1707612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1707613.250000 Penalty: 4739.803223
	Iteration 32Q: 3 clusters Score -1707613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1707613.875000 Penalty: 4739.803223
	Iteration 33Q: 3 clusters Score -1707614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1707613.875000 Penalty: 4739.803223
	Iteration 34Q: 3 clusters Score -1707614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1707614.250000 Penalty: 4739.803223
	Iteration 35Q: 3 clusters Score -1707614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1707617.375000 Penalty: 4739.803223
	Iteration 36Q: 3 clusters Score -1707617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1707614.875000 Penalty: 4739.803223
	Iteration 37Q: 3 clusters Score -1707615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1707617.125000 Penalty: 4739.803223
	Iteration 38Q: 3 clusters Score -1707617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1707621.125000 Penalty: 4739.803223
	Iteration 39Q: 3 clusters Score -1707621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1707616.750000 Penalty: 4739.803223
	Iteration 40F: 3 clusters Score -1707617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1707618.750000 Penalty: 4739.803223
	Iteration 41Q: 3 clusters Score -1707619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1707616.625000 Penalty: 4739.803223
	Iteration 42Q: 3 clusters Score -1707617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1707619.375000 Penalty: 4739.803223
	Iteration 43Q: 3 clusters Score -1707619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1707620.125000 Penalty: 4739.803223
	Iteration 44Q: 3 clusters Score -1707620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1707620.125000 Penalty: 4739.803223
	Iteration 45F: 3 clusters Score -1707620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -341404.343750 Penalty: 1968.380371
	Iteration 0F: 2 clusters Score -341404.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -338321.343750 Penalty: 3936.760742
	Iteration 0F: 3 clusters Score -338321.3 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -339126.250000 Penalty: 3936.760742
	Iteration 1F: 3 clusters Score -339126.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -339481.187500 Penalty: 3936.760742
	Iteration 2F: 3 clusters Score -339481.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -339865.343750 Penalty: 3936.760742
	Iteration 3F: 3 clusters Score -339865.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -340191.312500 Penalty: 3936.760742
	Iteration 4F: 3 clusters Score -340191.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -340405.687500 Penalty: 3936.760742
	Iteration 5F: 3 clusters Score -340405.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -340553.718750 Penalty: 3936.760742
	Iteration 6Q: 3 clusters Score -340553.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -340645.187500 Penalty: 3936.760742
	Iteration 7Q: 3 clusters Score -340645.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -340699.375000 Penalty: 3936.760742
	Iteration 8Q: 3 clusters Score -340699.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -340724.625000 Penalty: 3936.760742
	Iteration 9Q: 3 clusters Score -340724.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -340744.031250 Penalty: 3936.760742
	Iteration 10Q: 3 clusters Score -340744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -340764.500000 Penalty: 3936.760742
	Iteration 11Q: 3 clusters Score -340764.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -340789.375000 Penalty: 3936.760742
	Iteration 12Q: 3 clusters Score -340789.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -340815.000000 Penalty: 3936.760742
	Iteration 13Q: 3 clusters Score -340815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -340839.500000 Penalty: 3936.760742
	Iteration 14Q: 3 clusters Score -340839.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -340869.906250 Penalty: 3936.760742
	Iteration 15Q: 3 clusters Score -340869.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -340884.593750 Penalty: 3936.760742
	Iteration 16Q: 3 clusters Score -340884.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -340891.406250 Penalty: 3936.760742
	Iteration 17Q: 3 clusters Score -340891.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -340899.531250 Penalty: 3936.760742
	Iteration 18Q: 3 clusters Score -340899.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -340910.406250 Penalty: 3936.760742
	Iteration 19Q: 3 clusters Score -340910.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -340915.687500 Penalty: 3936.760742
	Iteration 20F: 3 clusters Score -340915.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -340919.437500 Penalty: 3936.760742
	Iteration 21Q: 3 clusters Score -340919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -340920.875000 Penalty: 3936.760742
	Iteration 22Q: 3 clusters Score -340920.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -340920.875000 Penalty: 3936.760742
	Iteration 23F: 3 clusters Score -340920.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (108473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108473 members 
Entering Unmasked Estep 
Score: -14230291.000000 Penalty: 2875.375488
	Iteration 0F: 2 clusters Score -1.423029e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54068 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -14157935.000000 Penalty: 5750.750977
	Iteration 0F: 3 clusters Score -1.415794e+07 nChanged 51394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52164 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -14187443.000000 Penalty: 5750.750977
	Iteration 1F: 3 clusters Score -1.418744e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -14188700.000000 Penalty: 5750.750977
	Iteration 2Q: 3 clusters Score -1.41887e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -14190309.000000 Penalty: 5750.750977
	Iteration 3Q: 3 clusters Score -1.419031e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -14192555.000000 Penalty: 5750.750977
	Iteration 4Q: 3 clusters Score -1.419256e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -14195615.000000 Penalty: 5750.750977
	Iteration 5Q: 3 clusters Score -1.419562e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -14199377.000000 Penalty: 5750.750977
	Iteration 6F: 3 clusters Score -1.419938e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 68099 members 
Entering Unmasked Estep 
Score: -14203923.000000 Penalty: 5750.750977
	Iteration 7F: 3 clusters Score -1.420392e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 70272 members 
Entering Unmasked Estep 
Score: -14207924.000000 Penalty: 5750.750977
	Iteration 8F: 3 clusters Score -1.420792e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -14210862.000000 Penalty: 5750.750977
	Iteration 9F: 3 clusters Score -1.421086e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -14212347.000000 Penalty: 5750.750977
	Iteration 10Q: 3 clusters Score -1.421235e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 73685 members 
Entering Unmasked Estep 
Score: -14213036.000000 Penalty: 5750.750977
	Iteration 11Q: 3 clusters Score -1.421304e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -14213407.000000 Penalty: 5750.750977
	Iteration 12Q: 3 clusters Score -1.421341e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 75490 members 
Entering Unmasked Estep 
Score: -14213668.000000 Penalty: 5750.750977
	Iteration 13Q: 3 clusters Score -1.421367e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -14213881.000000 Penalty: 5750.750977
	Iteration 14Q: 3 clusters Score -1.421388e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 77453 members 
Entering Unmasked Estep 
Score: -14214120.000000 Penalty: 5750.750977
	Iteration 15Q: 3 clusters Score -1.421412e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 78534 members 
Entering Unmasked Estep 
Score: -14214375.000000 Penalty: 5750.750977
	Iteration 16Q: 3 clusters Score -1.421438e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 79690 members 
Entering Unmasked Estep 
Score: -14214590.000000 Penalty: 5750.750977
	Iteration 17Q: 3 clusters Score -1.421459e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 80950 members 
Entering Unmasked Estep 
Score: -14214938.000000 Penalty: 5750.750977
	Iteration 18Q: 3 clusters Score -1.421494e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -14215327.000000 Penalty: 5750.750977
	Iteration 19Q: 3 clusters Score -1.421533e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 83733 members 
Entering Unmasked Estep 
Score: -14215765.000000 Penalty: 5750.750977
	Iteration 20F: 3 clusters Score -1.421576e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 85298 members 
Entering Unmasked Estep 
Score: -14216304.000000 Penalty: 5750.750977
	Iteration 21Q: 3 clusters Score -1.42163e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 86982 members 
Entering Unmasked Estep 
Score: -14216924.000000 Penalty: 5750.750977
	Iteration 22Q: 3 clusters Score -1.421692e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 88787 members 
Entering Unmasked Estep 
Score: -14217685.000000 Penalty: 5750.750977
	Iteration 23Q: 3 clusters Score -1.421768e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 90670 members 
Entering Unmasked Estep 
Score: -14218452.000000 Penalty: 5750.750977
	Iteration 24Q: 3 clusters Score -1.421845e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 92632 members 
Entering Unmasked Estep 
Score: -14219234.000000 Penalty: 5750.750977
	Iteration 25Q: 3 clusters Score -1.421923e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 94637 members 
Entering Unmasked Estep 
Score: -14220094.000000 Penalty: 5750.750977
	Iteration 26Q: 3 clusters Score -1.422009e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 96627 members 
Entering Unmasked Estep 
Score: -14221129.000000 Penalty: 5750.750977
	Iteration 27Q: 3 clusters Score -1.422113e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 98566 members 
Entering Unmasked Estep 
Score: -14222140.000000 Penalty: 5750.750977
	Iteration 28Q: 3 clusters Score -1.422214e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 100378 members 
Entering Unmasked Estep 
Score: -14223216.000000 Penalty: 5750.750977
	Iteration 29Q: 3 clusters Score -1.422322e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 102009 members 
Entering Unmasked Estep 
Score: -14224145.000000 Penalty: 5750.750977
	Iteration 30Q: 3 clusters Score -1.422414e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 103388 members 
Entering Unmasked Estep 
Score: -14225012.000000 Penalty: 5750.750977
	Iteration 31Q: 3 clusters Score -1.422501e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 104561 members 
Entering Unmasked Estep 
Score: -14225691.000000 Penalty: 5750.750977
	Iteration 32Q: 3 clusters Score -1.422569e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 105512 members 
Entering Unmasked Estep 
Score: -14226297.000000 Penalty: 5750.750977
	Iteration 33Q: 3 clusters Score -1.42263e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 106266 members 
Entering Unmasked Estep 
Score: -14226809.000000 Penalty: 5750.750977
	Iteration 34Q: 3 clusters Score -1.422681e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 106794 members 
Entering Unmasked Estep 
Score: -14227159.000000 Penalty: 5750.750977
	Iteration 35Q: 3 clusters Score -1.422716e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 107125 members 
Entering Unmasked Estep 
Score: -14227350.000000 Penalty: 5750.750977
	Iteration 36Q: 3 clusters Score -1.422735e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 107368 members 
Entering Unmasked Estep 
Score: -14227468.000000 Penalty: 5750.750977
	Iteration 37Q: 3 clusters Score -1.422747e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 107522 members 
Entering Unmasked Estep 
Score: -14227579.000000 Penalty: 5750.750977
	Iteration 38Q: 3 clusters Score -1.422758e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 107613 members 
Entering Unmasked Estep 
Score: -14227663.000000 Penalty: 5750.750977
	Iteration 39Q: 3 clusters Score -1.422766e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 107673 members 
Entering Unmasked Estep 
Score: -14227719.000000 Penalty: 5750.750977
	Iteration 40F: 3 clusters Score -1.422772e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 107711 members 
Entering Unmasked Estep 
Score: -14227749.000000 Penalty: 5750.750977
	Iteration 41Q: 3 clusters Score -1.422775e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 107748 members 
Entering Unmasked Estep 
Score: -14227770.000000 Penalty: 5750.750977
	Iteration 42Q: 3 clusters Score -1.422777e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 107772 members 
Entering Unmasked Estep 
Score: -14227802.000000 Penalty: 5750.750977
	Iteration 43Q: 3 clusters Score -1.42278e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 107792 members 
Entering Unmasked Estep 
Score: -14227829.000000 Penalty: 5750.750977
	Iteration 44Q: 3 clusters Score -1.422783e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 107804 members 
Entering Unmasked Estep 
Score: -14227843.000000 Penalty: 5750.750977
	Iteration 45Q: 3 clusters Score -1.422784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 107816 members 
Entering Unmasked Estep 
Score: -14227863.000000 Penalty: 5750.750977
	Iteration 46Q: 3 clusters Score -1.422786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 107826 members 
Entering Unmasked Estep 
Score: -14227864.000000 Penalty: 5750.750977
	Iteration 47Q: 3 clusters Score -1.422786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 107837 members 
Entering Unmasked Estep 
Score: -14227877.000000 Penalty: 5750.750977
	Iteration 48Q: 3 clusters Score -1.422788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 107846 members 
Entering Unmasked Estep 
Score: -14227889.000000 Penalty: 5750.750977
	Iteration 49Q: 3 clusters Score -1.422789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 107849 members 
Entering Unmasked Estep 
Score: -14227894.000000 Penalty: 5750.750977
	Iteration 50Q: 3 clusters Score -1.422789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 107852 members 
Entering Unmasked Estep 
Score: -14227883.000000 Penalty: 5750.750977
	Iteration 51Q: 3 clusters Score -1.422788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 107858 members 
Entering Unmasked Estep 
Score: -14227887.000000 Penalty: 5750.750977
	Iteration 52Q: 3 clusters Score -1.422789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 107865 members 
Entering Unmasked Estep 
Score: -14227902.000000 Penalty: 5750.750977
	Iteration 53Q: 3 clusters Score -1.42279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 107868 members 
Entering Unmasked Estep 
Score: -14227886.000000 Penalty: 5750.750977
	Iteration 54Q: 3 clusters Score -1.422789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 107868 members 
Entering Unmasked Estep 
Score: -14227891.000000 Penalty: 5750.750977
	Iteration 55Q: 3 clusters Score -1.422789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 107872 members 
Entering Unmasked Estep 
Score: -14227898.000000 Penalty: 5750.750977
	Iteration 56Q: 3 clusters Score -1.42279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 107876 members 
Entering Unmasked Estep 
Score: -14227904.000000 Penalty: 5750.750977
	Iteration 57Q: 3 clusters Score -1.42279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 107881 members 
Entering Unmasked Estep 
Score: -14227912.000000 Penalty: 5750.750977
	Iteration 58Q: 3 clusters Score -1.422791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 107884 members 
Entering Unmasked Estep 
Score: -14227918.000000 Penalty: 5750.750977
	Iteration 59Q: 3 clusters Score -1.422792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 107886 members 
Entering Unmasked Estep 
Score: -14227921.000000 Penalty: 5750.750977
	Iteration 60F: 3 clusters Score -1.422792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 107892 members 
Entering Unmasked Estep 
Score: -14227917.000000 Penalty: 5750.750977
	Iteration 61Q: 3 clusters Score -1.422792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 107898 members 
Entering Unmasked Estep 
Score: -14227920.000000 Penalty: 5750.750977
	Iteration 62Q: 3 clusters Score -1.422792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 107900 members 
Entering Unmasked Estep 
Score: -14227929.000000 Penalty: 5750.750977
	Iteration 63Q: 3 clusters Score -1.422793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 107901 members 
Entering Unmasked Estep 
Score: -14227926.000000 Penalty: 5750.750977
	Iteration 64Q: 3 clusters Score -1.422793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 107901 members 
Entering Unmasked Estep 
Score: -14227926.000000 Penalty: 5750.750977
	Iteration 65F: 3 clusters Score -1.422793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Entering Unmasked Estep 
Score: -3600355.000000 Penalty: 2530.582764
	Iteration 0F: 2 clusters Score -3600355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3581756.750000 Penalty: 5061.165527
	Iteration 0F: 3 clusters Score -3581757 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -3588551.250000 Penalty: 5061.165527
	Iteration 1F: 3 clusters Score -3588551 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3589404.500000 Penalty: 5061.165527
	Iteration 2F: 3 clusters Score -3589404 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -3590427.500000 Penalty: 5061.165527
	Iteration 3F: 3 clusters Score -3590428 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3591769.500000 Penalty: 5061.165527
	Iteration 4F: 3 clusters Score -3591770 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -3593397.750000 Penalty: 5061.165527
	Iteration 5F: 3 clusters Score -3593398 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -3594918.750000 Penalty: 5061.165527
	Iteration 6F: 3 clusters Score -3594919 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3595963.500000 Penalty: 5061.165527
	Iteration 7F: 3 clusters Score -3595964 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -3596532.750000 Penalty: 5061.165527
	Iteration 8Q: 3 clusters Score -3596533 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3596819.750000 Penalty: 5061.165527
	Iteration 9Q: 3 clusters Score -3596820 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3596943.000000 Penalty: 5061.165527
	Iteration 10Q: 3 clusters Score -3596943 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -3597013.500000 Penalty: 5061.165527
	Iteration 11Q: 3 clusters Score -3597014 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -3597054.750000 Penalty: 5061.165527
	Iteration 12Q: 3 clusters Score -3597055 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -3597073.250000 Penalty: 5061.165527
	Iteration 13Q: 3 clusters Score -3597073 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -3597092.000000 Penalty: 5061.165527
	Iteration 14Q: 3 clusters Score -3597092 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3597096.500000 Penalty: 5061.165527
	Iteration 15Q: 3 clusters Score -3597096 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -3597116.500000 Penalty: 5061.165527
	Iteration 16Q: 3 clusters Score -3597116 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3597118.750000 Penalty: 5061.165527
	Iteration 17Q: 3 clusters Score -3597119 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3597124.500000 Penalty: 5061.165527
	Iteration 18Q: 3 clusters Score -3597124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3597121.500000 Penalty: 5061.165527
	Iteration 19Q: 3 clusters Score -3597122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -3597126.750000 Penalty: 5061.165527
	Iteration 20F: 3 clusters Score -3597127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -3597120.250000 Penalty: 5061.165527
	Iteration 21Q: 3 clusters Score -3597120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -3597131.250000 Penalty: 5061.165527
	Iteration 22Q: 3 clusters Score -3597131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -3597125.750000 Penalty: 5061.165527
	Iteration 23Q: 3 clusters Score -3597126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3597127.000000 Penalty: 5061.165527
	Iteration 24Q: 3 clusters Score -3597127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3597125.000000 Penalty: 5061.165527
	Iteration 25Q: 3 clusters Score -3597125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3597122.250000 Penalty: 5061.165527
	Iteration 26Q: 3 clusters Score -3597122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3597121.000000 Penalty: 5061.165527
	Iteration 27Q: 3 clusters Score -3597121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3597128.250000 Penalty: 5061.165527
	Iteration 28Q: 3 clusters Score -3597128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -3597119.750000 Penalty: 5061.165527
	Iteration 29Q: 3 clusters Score -3597120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3597120.000000 Penalty: 5061.165527
	Iteration 30Q: 3 clusters Score -3597120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -3597123.500000 Penalty: 5061.165527
	Iteration 31Q: 3 clusters Score -3597124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -3597123.500000 Penalty: 5061.165527
	Iteration 32F: 3 clusters Score -3597124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -348643.187500 Penalty: 1941.452271
	Iteration 0F: 2 clusters Score -348643.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -345645.531250 Penalty: 3882.904541
	Iteration 0F: 3 clusters Score -345645.5 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -346214.125000 Penalty: 3882.904541
	Iteration 1F: 3 clusters Score -346214.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -346348.531250 Penalty: 3882.904541
	Iteration 2F: 3 clusters Score -346348.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -346411.968750 Penalty: 3882.904541
	Iteration 3Q: 3 clusters Score -346412 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -346451.781250 Penalty: 3882.904541
	Iteration 4Q: 3 clusters Score -346451.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -346482.187500 Penalty: 3882.904541
	Iteration 5Q: 3 clusters Score -346482.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -346500.875000 Penalty: 3882.904541
	Iteration 6Q: 3 clusters Score -346500.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -346519.906250 Penalty: 3882.904541
	Iteration 7Q: 3 clusters Score -346519.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -346533.781250 Penalty: 3882.904541
	Iteration 8Q: 3 clusters Score -346533.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -346547.437500 Penalty: 3882.904541
	Iteration 9Q: 3 clusters Score -346547.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -346561.375000 Penalty: 3882.904541
	Iteration 10Q: 3 clusters Score -346561.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -346570.656250 Penalty: 3882.904541
	Iteration 11Q: 3 clusters Score -346570.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -346580.906250 Penalty: 3882.904541
	Iteration 12Q: 3 clusters Score -346580.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -346588.093750 Penalty: 3882.904541
	Iteration 13Q: 3 clusters Score -346588.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -346591.875000 Penalty: 3882.904541
	Iteration 14Q: 3 clusters Score -346591.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -346595.593750 Penalty: 3882.904541
	Iteration 15Q: 3 clusters Score -346595.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -346600.687500 Penalty: 3882.904541
	Iteration 16Q: 3 clusters Score -346600.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -346605.875000 Penalty: 3882.904541
	Iteration 17Q: 3 clusters Score -346605.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -346607.156250 Penalty: 3882.904541
	Iteration 18Q: 3 clusters Score -346607.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -346609.656250 Penalty: 3882.904541
	Iteration 19Q: 3 clusters Score -346609.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -346610.343750 Penalty: 3882.904541
	Iteration 20F: 3 clusters Score -346610.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -346611.250000 Penalty: 3882.904541
	Iteration 21Q: 3 clusters Score -346611.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -346613.375000 Penalty: 3882.904541
	Iteration 22Q: 3 clusters Score -346613.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -346615.687500 Penalty: 3882.904541
	Iteration 23Q: 3 clusters Score -346615.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -346617.468750 Penalty: 3882.904541
	Iteration 24Q: 3 clusters Score -346617.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -346619.343750 Penalty: 3882.904541
	Iteration 25Q: 3 clusters Score -346619.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -346621.250000 Penalty: 3882.904541
	Iteration 26Q: 3 clusters Score -346621.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -346621.843750 Penalty: 3882.904541
	Iteration 27Q: 3 clusters Score -346621.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -346621.843750 Penalty: 3882.904541
	Iteration 28F: 3 clusters Score -346621.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Entering Unmasked Estep 
Score: -5756393.000000 Penalty: 2651.788330
	Iteration 0F: 2 clusters Score -5756393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -5726625.000000 Penalty: 5303.576660
	Iteration 0F: 3 clusters Score -5726625 nChanged 20238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -5737990.000000 Penalty: 5303.576660
	Iteration 1F: 3 clusters Score -5737990 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -5738749.000000 Penalty: 5303.576660
	Iteration 2Q: 3 clusters Score -5738749 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -5739652.000000 Penalty: 5303.576660
	Iteration 3Q: 3 clusters Score -5739652 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -5740717.500000 Penalty: 5303.576660
	Iteration 4F: 3 clusters Score -5740718 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -5741941.500000 Penalty: 5303.576660
	Iteration 5F: 3 clusters Score -5741942 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -5743103.500000 Penalty: 5303.576660
	Iteration 6F: 3 clusters Score -5743104 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -5744208.500000 Penalty: 5303.576660
	Iteration 7F: 3 clusters Score -5744208 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -5745139.500000 Penalty: 5303.576660
	Iteration 8Q: 3 clusters Score -5745140 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -5745867.000000 Penalty: 5303.576660
	Iteration 9Q: 3 clusters Score -5745867 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -5746557.000000 Penalty: 5303.576660
	Iteration 10Q: 3 clusters Score -5746557 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -5747206.500000 Penalty: 5303.576660
	Iteration 11Q: 3 clusters Score -5747206 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -5747813.500000 Penalty: 5303.576660
	Iteration 12Q: 3 clusters Score -5747814 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -5748528.000000 Penalty: 5303.576660
	Iteration 13Q: 3 clusters Score -5748528 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -5749273.500000 Penalty: 5303.576660
	Iteration 14Q: 3 clusters Score -5749274 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -5750057.000000 Penalty: 5303.576660
	Iteration 15Q: 3 clusters Score -5750057 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -5751016.000000 Penalty: 5303.576660
	Iteration 16Q: 3 clusters Score -5751016 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -5751921.000000 Penalty: 5303.576660
	Iteration 17Q: 3 clusters Score -5751921 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -5752671.000000 Penalty: 5303.576660
	Iteration 18Q: 3 clusters Score -5752671 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -5753188.500000 Penalty: 5303.576660
	Iteration 19Q: 3 clusters Score -5753188 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -5753538.500000 Penalty: 5303.576660
	Iteration 20F: 3 clusters Score -5753538 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -5753761.500000 Penalty: 5303.576660
	Iteration 21Q: 3 clusters Score -5753762 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -5753889.500000 Penalty: 5303.576660
	Iteration 22Q: 3 clusters Score -5753890 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -5753944.000000 Penalty: 5303.576660
	Iteration 23Q: 3 clusters Score -5753944 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -5753989.000000 Penalty: 5303.576660
	Iteration 24Q: 3 clusters Score -5753989 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -5754014.500000 Penalty: 5303.576660
	Iteration 25Q: 3 clusters Score -5754014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -5754040.000000 Penalty: 5303.576660
	Iteration 26Q: 3 clusters Score -5754040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -5754061.500000 Penalty: 5303.576660
	Iteration 27Q: 3 clusters Score -5754062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -5754069.000000 Penalty: 5303.576660
	Iteration 28Q: 3 clusters Score -5754069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -5754095.500000 Penalty: 5303.576660
	Iteration 29Q: 3 clusters Score -5754096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -5754105.500000 Penalty: 5303.576660
	Iteration 30Q: 3 clusters Score -5754106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -5754120.500000 Penalty: 5303.576660
	Iteration 31Q: 3 clusters Score -5754120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -5754124.500000 Penalty: 5303.576660
	Iteration 32Q: 3 clusters Score -5754124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -5754127.000000 Penalty: 5303.576660
	Iteration 33Q: 3 clusters Score -5754127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -5754130.500000 Penalty: 5303.576660
	Iteration 34Q: 3 clusters Score -5754130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -5754134.500000 Penalty: 5303.576660
	Iteration 35Q: 3 clusters Score -5754134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -5754138.000000 Penalty: 5303.576660
	Iteration 36Q: 3 clusters Score -5754138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -5754138.500000 Penalty: 5303.576660
	Iteration 37Q: 3 clusters Score -5754138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -5754138.000000 Penalty: 5303.576660
	Iteration 38Q: 3 clusters Score -5754138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -5754138.000000 Penalty: 5303.576660
	Iteration 39F: 3 clusters Score -5754138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Entering Unmasked Estep 
Score: -4833874.500000 Penalty: 2605.847168
	Iteration 0F: 2 clusters Score -4833874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -4808941.500000 Penalty: 5211.694336
	Iteration 0F: 3 clusters Score -4808942 nChanged 16640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -4818026.500000 Penalty: 5211.694336
	Iteration 1F: 3 clusters Score -4818026 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -4818591.000000 Penalty: 5211.694336
	Iteration 2Q: 3 clusters Score -4818591 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -4819306.500000 Penalty: 5211.694336
	Iteration 3Q: 3 clusters Score -4819306 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -4820325.500000 Penalty: 5211.694336
	Iteration 4F: 3 clusters Score -4820326 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -4821841.500000 Penalty: 5211.694336
	Iteration 5F: 3 clusters Score -4821842 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -4824013.000000 Penalty: 5211.694336
	Iteration 6F: 3 clusters Score -4824013 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -4826344.500000 Penalty: 5211.694336
	Iteration 7F: 3 clusters Score -4826344 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -4828320.500000 Penalty: 5211.694336
	Iteration 8F: 3 clusters Score -4828320 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -4829733.500000 Penalty: 5211.694336
	Iteration 9Q: 3 clusters Score -4829734 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4830621.000000 Penalty: 5211.694336
	Iteration 10Q: 3 clusters Score -4830621 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4831211.000000 Penalty: 5211.694336
	Iteration 11Q: 3 clusters Score -4831211 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4831527.000000 Penalty: 5211.694336
	Iteration 12Q: 3 clusters Score -4831527 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4831694.000000 Penalty: 5211.694336
	Iteration 13Q: 3 clusters Score -4831694 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4831806.000000 Penalty: 5211.694336
	Iteration 14Q: 3 clusters Score -4831806 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4831867.500000 Penalty: 5211.694336
	Iteration 15Q: 3 clusters Score -4831868 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4831897.500000 Penalty: 5211.694336
	Iteration 16Q: 3 clusters Score -4831898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4831912.000000 Penalty: 5211.694336
	Iteration 17Q: 3 clusters Score -4831912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4831914.000000 Penalty: 5211.694336
	Iteration 18Q: 3 clusters Score -4831914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4831935.500000 Penalty: 5211.694336
	Iteration 19Q: 3 clusters Score -4831936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4831953.500000 Penalty: 5211.694336
	Iteration 20F: 3 clusters Score -4831954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4831956.500000 Penalty: 5211.694336
	Iteration 21Q: 3 clusters Score -4831956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4831967.500000 Penalty: 5211.694336
	Iteration 22Q: 3 clusters Score -4831968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4831975.000000 Penalty: 5211.694336
	Iteration 23Q: 3 clusters Score -4831975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4831987.000000 Penalty: 5211.694336
	Iteration 24Q: 3 clusters Score -4831987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4831986.000000 Penalty: 5211.694336
	Iteration 25Q: 3 clusters Score -4831986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4831981.500000 Penalty: 5211.694336
	Iteration 26Q: 3 clusters Score -4831982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4831982.000000 Penalty: 5211.694336
	Iteration 27Q: 3 clusters Score -4831982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4831984.000000 Penalty: 5211.694336
	Iteration 28Q: 3 clusters Score -4831984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4831986.000000 Penalty: 5211.694336
	Iteration 29Q: 3 clusters Score -4831986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4831988.000000 Penalty: 5211.694336
	Iteration 30Q: 3 clusters Score -4831988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4831984.000000 Penalty: 5211.694336
	Iteration 31Q: 3 clusters Score -4831984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4831984.000000 Penalty: 5211.694336
	Iteration 32F: 3 clusters Score -4831984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -67509.117188 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -67509.12 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 353 members 
Entering Unmasked Estep 
Score: -66180.320312 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -66180.32 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67227.789062 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -67227.79 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67840.718750 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -67840.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -68252.718750 Penalty: 3236.414795
	Iteration 3F: 3 clusters Score -68252.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68606.523438 Penalty: 3236.414795
	Iteration 4Q: 3 clusters Score -68606.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68839.937500 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -68839.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69071.625000 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -69071.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -69321.015625 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -69321.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69550.312500 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -69550.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69550.312500 Penalty: 3236.414795
	Iteration 9F: 3 clusters Score -69550.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108473 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 44033 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30857 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11303 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8301 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Mstep: Class 32 contains 324 members 
Entering Unmasked Estep 
Score: -73853048.000000 Penalty: 105309.023438
Splitting cluster 9 changes total score from -73852704.000000 to -73853048.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 10 (18581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Entering Unmasked Estep 
Score: -2403795.500000 Penalty: 2437.813965
	Iteration 0F: 2 clusters Score -2403796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2390706.750000 Penalty: 4875.627930
	Iteration 0F: 3 clusters Score -2390707 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2395105.250000 Penalty: 4875.627930
	Iteration 1F: 3 clusters Score -2395105 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2395743.250000 Penalty: 4875.627930
	Iteration 2F: 3 clusters Score -2395743 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2396478.250000 Penalty: 4875.627930
	Iteration 3F: 3 clusters Score -2396478 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2397283.500000 Penalty: 4875.627930
	Iteration 4F: 3 clusters Score -2397284 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2398211.750000 Penalty: 4875.627930
	Iteration 5F: 3 clusters Score -2398212 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2399071.500000 Penalty: 4875.627930
	Iteration 6F: 3 clusters Score -2399072 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2399805.000000 Penalty: 4875.627930
	Iteration 7F: 3 clusters Score -2399805 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2400413.500000 Penalty: 4875.627930
	Iteration 8F: 3 clusters Score -2400414 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2400912.750000 Penalty: 4875.627930
	Iteration 9Q: 3 clusters Score -2400913 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2401319.750000 Penalty: 4875.627930
	Iteration 10Q: 3 clusters Score -2401320 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2401650.000000 Penalty: 4875.627930
	Iteration 11Q: 3 clusters Score -2401650 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2401970.000000 Penalty: 4875.627930
	Iteration 12Q: 3 clusters Score -2401970 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2402266.250000 Penalty: 4875.627930
	Iteration 13Q: 3 clusters Score -2402266 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2402526.750000 Penalty: 4875.627930
	Iteration 14Q: 3 clusters Score -2402527 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2402759.250000 Penalty: 4875.627930
	Iteration 15Q: 3 clusters Score -2402759 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2402962.000000 Penalty: 4875.627930
	Iteration 16Q: 3 clusters Score -2402962 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2403118.750000 Penalty: 4875.627930
	Iteration 17Q: 3 clusters Score -2403119 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2403249.500000 Penalty: 4875.627930
	Iteration 18Q: 3 clusters Score -2403250 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2403350.250000 Penalty: 4875.627930
	Iteration 19Q: 3 clusters Score -2403350 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2403404.750000 Penalty: 4875.627930
	Iteration 20F: 3 clusters Score -2403405 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2403438.250000 Penalty: 4875.627930
	Iteration 21Q: 3 clusters Score -2403438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2403455.250000 Penalty: 4875.627930
	Iteration 22Q: 3 clusters Score -2403455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2403461.000000 Penalty: 4875.627930
	Iteration 23Q: 3 clusters Score -2403461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2403467.000000 Penalty: 4875.627930
	Iteration 24Q: 3 clusters Score -2403467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2403471.500000 Penalty: 4875.627930
	Iteration 25Q: 3 clusters Score -2403472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2403471.250000 Penalty: 4875.627930
	Iteration 26Q: 3 clusters Score -2403471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2403475.750000 Penalty: 4875.627930
	Iteration 27Q: 3 clusters Score -2403476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2403478.500000 Penalty: 4875.627930
	Iteration 28Q: 3 clusters Score -2403478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2403477.000000 Penalty: 4875.627930
	Iteration 29Q: 3 clusters Score -2403477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2403478.750000 Penalty: 4875.627930
	Iteration 30Q: 3 clusters Score -2403479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2403481.000000 Penalty: 4875.627930
	Iteration 31Q: 3 clusters Score -2403481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2403482.250000 Penalty: 4875.627930
	Iteration 32Q: 3 clusters Score -2403482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2403487.500000 Penalty: 4875.627930
	Iteration 33Q: 3 clusters Score -2403488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2403484.500000 Penalty: 4875.627930
	Iteration 34Q: 3 clusters Score -2403484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2403488.500000 Penalty: 4875.627930
	Iteration 35Q: 3 clusters Score -2403488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2403490.500000 Penalty: 4875.627930
	Iteration 36Q: 3 clusters Score -2403490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2403490.750000 Penalty: 4875.627930
	Iteration 37Q: 3 clusters Score -2403491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2403490.500000 Penalty: 4875.627930
	Iteration 38Q: 3 clusters Score -2403490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2403494.000000 Penalty: 4875.627930
	Iteration 39Q: 3 clusters Score -2403494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2403491.000000 Penalty: 4875.627930
	Iteration 40F: 3 clusters Score -2403491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2403487.750000 Penalty: 4875.627930
	Iteration 41Q: 3 clusters Score -2403488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2403487.000000 Penalty: 4875.627930
	Iteration 42Q: 3 clusters Score -2403487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2403489.000000 Penalty: 4875.627930
	Iteration 43Q: 3 clusters Score -2403489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2403489.000000 Penalty: 4875.627930
	Iteration 44F: 3 clusters Score -2403489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Entering Unmasked Estep 
Score: -178170.109375 Penalty: 1825.778564
	Iteration 0F: 2 clusters Score -178170.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -175993.421875 Penalty: 3651.557129
	Iteration 0F: 3 clusters Score -175993.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -176866.484375 Penalty: 3651.557129
	Iteration 1F: 3 clusters Score -176866.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -177562.156250 Penalty: 3651.557129
	Iteration 2F: 3 clusters Score -177562.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -178001.312500 Penalty: 3651.557129
	Iteration 3F: 3 clusters Score -178001.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -178292.734375 Penalty: 3651.557129
	Iteration 4F: 3 clusters Score -178292.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -178425.546875 Penalty: 3651.557129
	Iteration 5Q: 3 clusters Score -178425.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -178492.703125 Penalty: 3651.557129
	Iteration 6Q: 3 clusters Score -178492.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -178563.250000 Penalty: 3651.557129
	Iteration 7Q: 3 clusters Score -178563.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -178612.093750 Penalty: 3651.557129
	Iteration 8Q: 3 clusters Score -178612.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -178644.812500 Penalty: 3651.557129
	Iteration 9Q: 3 clusters Score -178644.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -178669.625000 Penalty: 3651.557129
	Iteration 10Q: 3 clusters Score -178669.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -178694.000000 Penalty: 3651.557129
	Iteration 11Q: 3 clusters Score -178694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -178736.593750 Penalty: 3651.557129
	Iteration 12Q: 3 clusters Score -178736.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -178783.375000 Penalty: 3651.557129
	Iteration 13Q: 3 clusters Score -178783.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -178857.046875 Penalty: 3651.557129
	Iteration 14Q: 3 clusters Score -178857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -178935.328125 Penalty: 3651.557129
	Iteration 15Q: 3 clusters Score -178935.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -178986.953125 Penalty: 3651.557129
	Iteration 16Q: 3 clusters Score -178987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -179021.187500 Penalty: 3651.557129
	Iteration 17Q: 3 clusters Score -179021.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -179060.718750 Penalty: 3651.557129
	Iteration 18Q: 3 clusters Score -179060.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -179100.218750 Penalty: 3651.557129
	Iteration 19Q: 3 clusters Score -179100.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -179132.515625 Penalty: 3651.557129
	Iteration 20F: 3 clusters Score -179132.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -179155.296875 Penalty: 3651.557129
	Iteration 21Q: 3 clusters Score -179155.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -179198.515625 Penalty: 3651.557129
	Iteration 22Q: 3 clusters Score -179198.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -179243.343750 Penalty: 3651.557129
	Iteration 23Q: 3 clusters Score -179243.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -179294.593750 Penalty: 3651.557129
	Iteration 24Q: 3 clusters Score -179294.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -179335.312500 Penalty: 3651.557129
	Iteration 25Q: 3 clusters Score -179335.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -179354.140625 Penalty: 3651.557129
	Iteration 26Q: 3 clusters Score -179354.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -179375.171875 Penalty: 3651.557129
	Iteration 27Q: 3 clusters Score -179375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -179399.578125 Penalty: 3651.557129
	Iteration 28Q: 3 clusters Score -179399.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -179408.750000 Penalty: 3651.557129
	Iteration 29Q: 3 clusters Score -179408.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -179408.750000 Penalty: 3651.557129
	Iteration 30F: 3 clusters Score -179408.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108473 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 44033 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30857 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11303 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8301 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Mstep: Class 32 contains 324 members 
Mstep: Class 33 contains 398 members 
Entering Unmasked Estep 
Score: -73852768.000000 Penalty: 108599.929688
Splitting cluster 11 changes total score from -73852704.000000 to -73852768.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 12 (5334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Entering Unmasked Estep 
Score: -654387.687500 Penalty: 2128.300537
	Iteration 0F: 2 clusters Score -654387.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -649689.812500 Penalty: 4256.601074
	Iteration 0F: 3 clusters Score -649689.8 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -650819.562500 Penalty: 4256.601074
	Iteration 1F: 3 clusters Score -650819.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -651103.500000 Penalty: 4256.601074
	Iteration 2F: 3 clusters Score -651103.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -651344.187500 Penalty: 4256.601074
	Iteration 3F: 3 clusters Score -651344.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -651609.750000 Penalty: 4256.601074
	Iteration 4F: 3 clusters Score -651609.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -651896.937500 Penalty: 4256.601074
	Iteration 5F: 3 clusters Score -651896.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -652228.312500 Penalty: 4256.601074
	Iteration 6F: 3 clusters Score -652228.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -652539.875000 Penalty: 4256.601074
	Iteration 7F: 3 clusters Score -652539.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -652761.500000 Penalty: 4256.601074
	Iteration 8Q: 3 clusters Score -652761.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -652940.812500 Penalty: 4256.601074
	Iteration 9Q: 3 clusters Score -652940.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -653078.062500 Penalty: 4256.601074
	Iteration 10Q: 3 clusters Score -653078.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -653168.625000 Penalty: 4256.601074
	Iteration 11Q: 3 clusters Score -653168.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -653281.562500 Penalty: 4256.601074
	Iteration 12Q: 3 clusters Score -653281.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -653369.375000 Penalty: 4256.601074
	Iteration 13Q: 3 clusters Score -653369.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -653428.437500 Penalty: 4256.601074
	Iteration 14Q: 3 clusters Score -653428.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -653474.625000 Penalty: 4256.601074
	Iteration 15Q: 3 clusters Score -653474.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -653512.125000 Penalty: 4256.601074
	Iteration 16Q: 3 clusters Score -653512.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -653551.312500 Penalty: 4256.601074
	Iteration 17Q: 3 clusters Score -653551.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -653588.500000 Penalty: 4256.601074
	Iteration 18Q: 3 clusters Score -653588.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -653639.437500 Penalty: 4256.601074
	Iteration 19Q: 3 clusters Score -653639.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -653690.062500 Penalty: 4256.601074
	Iteration 20F: 3 clusters Score -653690.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -653738.375000 Penalty: 4256.601074
	Iteration 21Q: 3 clusters Score -653738.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -653783.375000 Penalty: 4256.601074
	Iteration 22Q: 3 clusters Score -653783.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -653815.062500 Penalty: 4256.601074
	Iteration 23Q: 3 clusters Score -653815.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -653842.625000 Penalty: 4256.601074
	Iteration 24Q: 3 clusters Score -653842.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -653858.125000 Penalty: 4256.601074
	Iteration 25Q: 3 clusters Score -653858.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -653869.937500 Penalty: 4256.601074
	Iteration 26Q: 3 clusters Score -653869.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -653877.562500 Penalty: 4256.601074
	Iteration 27Q: 3 clusters Score -653877.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -653884.875000 Penalty: 4256.601074
	Iteration 28Q: 3 clusters Score -653884.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -653890.500000 Penalty: 4256.601074
	Iteration 29Q: 3 clusters Score -653890.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -653892.875000 Penalty: 4256.601074
	Iteration 30Q: 3 clusters Score -653892.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -653896.812500 Penalty: 4256.601074
	Iteration 31Q: 3 clusters Score -653896.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -653898.062500 Penalty: 4256.601074
	Iteration 32Q: 3 clusters Score -653898.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -653900.000000 Penalty: 4256.601074
	Iteration 33Q: 3 clusters Score -653900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -653899.937500 Penalty: 4256.601074
	Iteration 34Q: 3 clusters Score -653899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -653899.937500 Penalty: 4256.601074
	Iteration 35F: 3 clusters Score -653899.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Entering Unmasked Estep 
Score: -2775222.500000 Penalty: 2472.902344
	Iteration 0F: 2 clusters Score -2775222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2760315.250000 Penalty: 4945.804688
	Iteration 0F: 3 clusters Score -2760315 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2765681.000000 Penalty: 4945.804688
	Iteration 1F: 3 clusters Score -2765681 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2766426.750000 Penalty: 4945.804688
	Iteration 2F: 3 clusters Score -2766427 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2767394.000000 Penalty: 4945.804688
	Iteration 3F: 3 clusters Score -2767394 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2768628.750000 Penalty: 4945.804688
	Iteration 4F: 3 clusters Score -2768629 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2769938.500000 Penalty: 4945.804688
	Iteration 5F: 3 clusters Score -2769938 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2770919.250000 Penalty: 4945.804688
	Iteration 6F: 3 clusters Score -2770919 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2771568.000000 Penalty: 4945.804688
	Iteration 7F: 3 clusters Score -2771568 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2772018.750000 Penalty: 4945.804688
	Iteration 8Q: 3 clusters Score -2772019 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2772346.750000 Penalty: 4945.804688
	Iteration 9Q: 3 clusters Score -2772347 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2772608.000000 Penalty: 4945.804688
	Iteration 10Q: 3 clusters Score -2772608 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2772820.500000 Penalty: 4945.804688
	Iteration 11Q: 3 clusters Score -2772820 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2772997.250000 Penalty: 4945.804688
	Iteration 12Q: 3 clusters Score -2772997 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2773117.000000 Penalty: 4945.804688
	Iteration 13Q: 3 clusters Score -2773117 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2773231.500000 Penalty: 4945.804688
	Iteration 14Q: 3 clusters Score -2773232 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2773327.250000 Penalty: 4945.804688
	Iteration 15Q: 3 clusters Score -2773327 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2773387.750000 Penalty: 4945.804688
	Iteration 16Q: 3 clusters Score -2773388 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2773460.750000 Penalty: 4945.804688
	Iteration 17Q: 3 clusters Score -2773461 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2773501.250000 Penalty: 4945.804688
	Iteration 18Q: 3 clusters Score -2773501 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2773538.750000 Penalty: 4945.804688
	Iteration 19Q: 3 clusters Score -2773539 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2773564.500000 Penalty: 4945.804688
	Iteration 20F: 3 clusters Score -2773564 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2773586.750000 Penalty: 4945.804688
	Iteration 21Q: 3 clusters Score -2773587 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2773601.000000 Penalty: 4945.804688
	Iteration 22Q: 3 clusters Score -2773601 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2773613.750000 Penalty: 4945.804688
	Iteration 23Q: 3 clusters Score -2773614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2773627.250000 Penalty: 4945.804688
	Iteration 24Q: 3 clusters Score -2773627 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2773637.500000 Penalty: 4945.804688
	Iteration 25Q: 3 clusters Score -2773638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2773645.000000 Penalty: 4945.804688
	Iteration 26Q: 3 clusters Score -2773645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2773653.250000 Penalty: 4945.804688
	Iteration 27Q: 3 clusters Score -2773653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2773655.250000 Penalty: 4945.804688
	Iteration 28Q: 3 clusters Score -2773655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2773665.500000 Penalty: 4945.804688
	Iteration 29Q: 3 clusters Score -2773666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2773669.000000 Penalty: 4945.804688
	Iteration 30Q: 3 clusters Score -2773669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2773672.250000 Penalty: 4945.804688
	Iteration 31Q: 3 clusters Score -2773672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2773674.000000 Penalty: 4945.804688
	Iteration 32Q: 3 clusters Score -2773674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2773675.250000 Penalty: 4945.804688
	Iteration 33Q: 3 clusters Score -2773675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2773678.250000 Penalty: 4945.804688
	Iteration 34Q: 3 clusters Score -2773678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2773685.500000 Penalty: 4945.804688
	Iteration 35Q: 3 clusters Score -2773686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2773678.750000 Penalty: 4945.804688
	Iteration 36Q: 3 clusters Score -2773679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2773697.000000 Penalty: 4945.804688
	Iteration 37Q: 3 clusters Score -2773697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2773701.000000 Penalty: 4945.804688
	Iteration 38Q: 3 clusters Score -2773701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2773701.000000 Penalty: 4945.804688
	Iteration 39Q: 3 clusters Score -2773701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2773700.750000 Penalty: 4945.804688
	Iteration 40F: 3 clusters Score -2773701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2773707.250000 Penalty: 4945.804688
	Iteration 41Q: 3 clusters Score -2773707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2773711.500000 Penalty: 4945.804688
	Iteration 42Q: 3 clusters Score -2773712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -2773716.750000 Penalty: 4945.804688
	Iteration 43Q: 3 clusters Score -2773717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2773713.500000 Penalty: 4945.804688
	Iteration 44Q: 3 clusters Score -2773714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2773714.750000 Penalty: 4945.804688
	Iteration 45Q: 3 clusters Score -2773715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2773713.500000 Penalty: 4945.804688
	Iteration 46Q: 3 clusters Score -2773714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2773713.500000 Penalty: 4945.804688
	Iteration 47F: 3 clusters Score -2773714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Entering Unmasked Estep 
Score: -289581.093750 Penalty: 1908.998779
	Iteration 0F: 2 clusters Score -289581.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -286829.250000 Penalty: 3817.997559
	Iteration 0F: 3 clusters Score -286829.2 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -287341.593750 Penalty: 3817.997559
	Iteration 1F: 3 clusters Score -287341.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -287477.125000 Penalty: 3817.997559
	Iteration 2F: 3 clusters Score -287477.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -287558.562500 Penalty: 3817.997559
	Iteration 3Q: 3 clusters Score -287558.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -287606.781250 Penalty: 3817.997559
	Iteration 4Q: 3 clusters Score -287606.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -287650.968750 Penalty: 3817.997559
	Iteration 5Q: 3 clusters Score -287651 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -287693.750000 Penalty: 3817.997559
	Iteration 6Q: 3 clusters Score -287693.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -287723.093750 Penalty: 3817.997559
	Iteration 7Q: 3 clusters Score -287723.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -287749.562500 Penalty: 3817.997559
	Iteration 8Q: 3 clusters Score -287749.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -287775.781250 Penalty: 3817.997559
	Iteration 9Q: 3 clusters Score -287775.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -287798.531250 Penalty: 3817.997559
	Iteration 10Q: 3 clusters Score -287798.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -287814.218750 Penalty: 3817.997559
	Iteration 11Q: 3 clusters Score -287814.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -287829.281250 Penalty: 3817.997559
	Iteration 12Q: 3 clusters Score -287829.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -287847.406250 Penalty: 3817.997559
	Iteration 13Q: 3 clusters Score -287847.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -287864.031250 Penalty: 3817.997559
	Iteration 14Q: 3 clusters Score -287864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -287887.468750 Penalty: 3817.997559
	Iteration 15Q: 3 clusters Score -287887.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -287920.937500 Penalty: 3817.997559
	Iteration 16Q: 3 clusters Score -287920.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -287970.187500 Penalty: 3817.997559
	Iteration 17Q: 3 clusters Score -287970.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -288029.500000 Penalty: 3817.997559
	Iteration 18Q: 3 clusters Score -288029.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -288127.156250 Penalty: 3817.997559
	Iteration 19Q: 3 clusters Score -288127.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -288277.156250 Penalty: 3817.997559
	Iteration 20F: 3 clusters Score -288277.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -288447.031250 Penalty: 3817.997559
	Iteration 21Q: 3 clusters Score -288447 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -288573.687500 Penalty: 3817.997559
	Iteration 22Q: 3 clusters Score -288573.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -288660.437500 Penalty: 3817.997559
	Iteration 23Q: 3 clusters Score -288660.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -288721.968750 Penalty: 3817.997559
	Iteration 24Q: 3 clusters Score -288722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -288758.750000 Penalty: 3817.997559
	Iteration 25Q: 3 clusters Score -288758.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -288780.187500 Penalty: 3817.997559
	Iteration 26Q: 3 clusters Score -288780.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -288799.062500 Penalty: 3817.997559
	Iteration 27Q: 3 clusters Score -288799.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -288811.093750 Penalty: 3817.997559
	Iteration 28Q: 3 clusters Score -288811.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -288816.968750 Penalty: 3817.997559
	Iteration 29Q: 3 clusters Score -288817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -288819.093750 Penalty: 3817.997559
	Iteration 30Q: 3 clusters Score -288819.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -288819.312500 Penalty: 3817.997559
	Iteration 31Q: 3 clusters Score -288819.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -288820.468750 Penalty: 3817.997559
	Iteration 32Q: 3 clusters Score -288820.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -288821.718750 Penalty: 3817.997559
	Iteration 33Q: 3 clusters Score -288821.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -288825.156250 Penalty: 3817.997559
	Iteration 34Q: 3 clusters Score -288825.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -288828.218750 Penalty: 3817.997559
	Iteration 35Q: 3 clusters Score -288828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -288830.906250 Penalty: 3817.997559
	Iteration 36Q: 3 clusters Score -288830.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -288832.812500 Penalty: 3817.997559
	Iteration 37Q: 3 clusters Score -288832.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -288832.812500 Penalty: 3817.997559
	Iteration 38F: 3 clusters Score -288832.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Entering Unmasked Estep 
Score: -1855427.250000 Penalty: 2372.590088
	Iteration 0F: 2 clusters Score -1855427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1845068.500000 Penalty: 4745.180176
	Iteration 0F: 3 clusters Score -1845068 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1848260.375000 Penalty: 4745.180176
	Iteration 1F: 3 clusters Score -1848260 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1848571.750000 Penalty: 4745.180176
	Iteration 2F: 3 clusters Score -1848572 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1848783.625000 Penalty: 4745.180176
	Iteration 3Q: 3 clusters Score -1848784 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1848962.500000 Penalty: 4745.180176
	Iteration 4Q: 3 clusters Score -1848962 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1849144.500000 Penalty: 4745.180176
	Iteration 5Q: 3 clusters Score -1849144 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1849320.125000 Penalty: 4745.180176
	Iteration 6Q: 3 clusters Score -1849320 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1849501.750000 Penalty: 4745.180176
	Iteration 7Q: 3 clusters Score -1849502 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1849689.250000 Penalty: 4745.180176
	Iteration 8Q: 3 clusters Score -1849689 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1849920.000000 Penalty: 4745.180176
	Iteration 9Q: 3 clusters Score -1849920 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1850172.125000 Penalty: 4745.180176
	Iteration 10Q: 3 clusters Score -1850172 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1850450.000000 Penalty: 4745.180176
	Iteration 11Q: 3 clusters Score -1850450 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1850770.875000 Penalty: 4745.180176
	Iteration 12Q: 3 clusters Score -1850771 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1851125.375000 Penalty: 4745.180176
	Iteration 13Q: 3 clusters Score -1851125 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1851476.000000 Penalty: 4745.180176
	Iteration 14Q: 3 clusters Score -1851476 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1851834.375000 Penalty: 4745.180176
	Iteration 15Q: 3 clusters Score -1851834 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1852129.375000 Penalty: 4745.180176
	Iteration 16Q: 3 clusters Score -1852129 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1852360.250000 Penalty: 4745.180176
	Iteration 17Q: 3 clusters Score -1852360 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1852556.625000 Penalty: 4745.180176
	Iteration 18Q: 3 clusters Score -1852557 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1852757.250000 Penalty: 4745.180176
	Iteration 19Q: 3 clusters Score -1852757 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1852921.750000 Penalty: 4745.180176
	Iteration 20F: 3 clusters Score -1852922 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1853040.250000 Penalty: 4745.180176
	Iteration 21Q: 3 clusters Score -1853040 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1853115.000000 Penalty: 4745.180176
	Iteration 22Q: 3 clusters Score -1853115 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1853185.125000 Penalty: 4745.180176
	Iteration 23Q: 3 clusters Score -1853185 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1853240.500000 Penalty: 4745.180176
	Iteration 24Q: 3 clusters Score -1853240 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1853293.875000 Penalty: 4745.180176
	Iteration 25Q: 3 clusters Score -1853294 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1853324.250000 Penalty: 4745.180176
	Iteration 26Q: 3 clusters Score -1853324 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1853335.000000 Penalty: 4745.180176
	Iteration 27Q: 3 clusters Score -1853335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1853349.875000 Penalty: 4745.180176
	Iteration 28Q: 3 clusters Score -1853350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1853352.375000 Penalty: 4745.180176
	Iteration 29Q: 3 clusters Score -1853352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1853354.250000 Penalty: 4745.180176
	Iteration 30Q: 3 clusters Score -1853354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1853358.125000 Penalty: 4745.180176
	Iteration 31Q: 3 clusters Score -1853358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1853364.750000 Penalty: 4745.180176
	Iteration 32Q: 3 clusters Score -1853365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1853366.875000 Penalty: 4745.180176
	Iteration 33Q: 3 clusters Score -1853367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1853369.500000 Penalty: 4745.180176
	Iteration 34Q: 3 clusters Score -1853370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1853369.750000 Penalty: 4745.180176
	Iteration 35Q: 3 clusters Score -1853370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1853369.000000 Penalty: 4745.180176
	Iteration 36Q: 3 clusters Score -1853369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1853369.250000 Penalty: 4745.180176
	Iteration 37Q: 3 clusters Score -1853369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1853367.500000 Penalty: 4745.180176
	Iteration 38Q: 3 clusters Score -1853368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1853367.250000 Penalty: 4745.180176
	Iteration 39Q: 3 clusters Score -1853367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1853366.875000 Penalty: 4745.180176
	Iteration 40F: 3 clusters Score -1853367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1853370.375000 Penalty: 4745.180176
	Iteration 41Q: 3 clusters Score -1853370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1853371.375000 Penalty: 4745.180176
	Iteration 42Q: 3 clusters Score -1853371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1853370.000000 Penalty: 4745.180176
	Iteration 43Q: 3 clusters Score -1853370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1853371.375000 Penalty: 4745.180176
	Iteration 44Q: 3 clusters Score -1853371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1853373.375000 Penalty: 4745.180176
	Iteration 45Q: 3 clusters Score -1853373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1853376.750000 Penalty: 4745.180176
	Iteration 46Q: 3 clusters Score -1853377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1853376.875000 Penalty: 4745.180176
	Iteration 47Q: 3 clusters Score -1853377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1853376.875000 Penalty: 4745.180176
	Iteration 48Q: 3 clusters Score -1853377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1853375.625000 Penalty: 4745.180176
	Iteration 49Q: 3 clusters Score -1853376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1853375.375000 Penalty: 4745.180176
	Iteration 50Q: 3 clusters Score -1853375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1853375.375000 Penalty: 4745.180176
	Iteration 51F: 3 clusters Score -1853375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Entering Unmasked Estep 
Score: -4071743.500000 Penalty: 2563.605469
	Iteration 0F: 2 clusters Score -4071744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -4050617.250000 Penalty: 5127.210938
	Iteration 0F: 3 clusters Score -4050617 nChanged 14057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -4058271.500000 Penalty: 5127.210938
	Iteration 1F: 3 clusters Score -4058272 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -4058809.750000 Penalty: 5127.210938
	Iteration 2Q: 3 clusters Score -4058810 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -4059331.750000 Penalty: 5127.210938
	Iteration 3Q: 3 clusters Score -4059332 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -4059962.500000 Penalty: 5127.210938
	Iteration 4Q: 3 clusters Score -4059962 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -4060885.000000 Penalty: 5127.210938
	Iteration 5F: 3 clusters Score -4060885 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -4062244.500000 Penalty: 5127.210938
	Iteration 6F: 3 clusters Score -4062244 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -4064035.500000 Penalty: 5127.210938
	Iteration 7F: 3 clusters Score -4064036 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -4065935.250000 Penalty: 5127.210938
	Iteration 8F: 3 clusters Score -4065935 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4067459.250000 Penalty: 5127.210938
	Iteration 9F: 3 clusters Score -4067459 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4068387.500000 Penalty: 5127.210938
	Iteration 10Q: 3 clusters Score -4068388 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4068923.750000 Penalty: 5127.210938
	Iteration 11Q: 3 clusters Score -4068924 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4069224.500000 Penalty: 5127.210938
	Iteration 12Q: 3 clusters Score -4069224 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4069383.750000 Penalty: 5127.210938
	Iteration 13Q: 3 clusters Score -4069384 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4069459.000000 Penalty: 5127.210938
	Iteration 14Q: 3 clusters Score -4069459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4069502.250000 Penalty: 5127.210938
	Iteration 15Q: 3 clusters Score -4069502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4069526.250000 Penalty: 5127.210938
	Iteration 16Q: 3 clusters Score -4069526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4069543.500000 Penalty: 5127.210938
	Iteration 17Q: 3 clusters Score -4069544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4069560.750000 Penalty: 5127.210938
	Iteration 18Q: 3 clusters Score -4069561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4069583.000000 Penalty: 5127.210938
	Iteration 19Q: 3 clusters Score -4069583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4069601.000000 Penalty: 5127.210938
	Iteration 20F: 3 clusters Score -4069601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4069610.250000 Penalty: 5127.210938
	Iteration 21Q: 3 clusters Score -4069610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4069610.750000 Penalty: 5127.210938
	Iteration 22Q: 3 clusters Score -4069611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4069613.750000 Penalty: 5127.210938
	Iteration 23Q: 3 clusters Score -4069614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4069618.500000 Penalty: 5127.210938
	Iteration 24Q: 3 clusters Score -4069618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4069628.250000 Penalty: 5127.210938
	Iteration 25Q: 3 clusters Score -4069628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4069634.000000 Penalty: 5127.210938
	Iteration 26Q: 3 clusters Score -4069634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4069642.250000 Penalty: 5127.210938
	Iteration 27Q: 3 clusters Score -4069642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4069651.000000 Penalty: 5127.210938
	Iteration 28Q: 3 clusters Score -4069651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4069662.500000 Penalty: 5127.210938
	Iteration 29Q: 3 clusters Score -4069662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4069669.500000 Penalty: 5127.210938
	Iteration 30Q: 3 clusters Score -4069670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4069671.000000 Penalty: 5127.210938
	Iteration 31Q: 3 clusters Score -4069671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4069671.000000 Penalty: 5127.210938
	Iteration 32F: 3 clusters Score -4069671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Entering Unmasked Estep 
Score: -613544.750000 Penalty: 2095.330811
	Iteration 0F: 2 clusters Score -613544.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -609236.312500 Penalty: 4190.661621
	Iteration 0F: 3 clusters Score -609236.3 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -610327.062500 Penalty: 4190.661621
	Iteration 1F: 3 clusters Score -610327.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -610670.562500 Penalty: 4190.661621
	Iteration 2F: 3 clusters Score -610670.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -610990.500000 Penalty: 4190.661621
	Iteration 3F: 3 clusters Score -610990.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -611234.500000 Penalty: 4190.661621
	Iteration 4F: 3 clusters Score -611234.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -611424.687500 Penalty: 4190.661621
	Iteration 5F: 3 clusters Score -611424.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -611578.437500 Penalty: 4190.661621
	Iteration 6Q: 3 clusters Score -611578.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -611700.500000 Penalty: 4190.661621
	Iteration 7Q: 3 clusters Score -611700.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -611803.875000 Penalty: 4190.661621
	Iteration 8Q: 3 clusters Score -611803.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -611879.750000 Penalty: 4190.661621
	Iteration 9Q: 3 clusters Score -611879.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -611940.750000 Penalty: 4190.661621
	Iteration 10Q: 3 clusters Score -611940.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -612005.437500 Penalty: 4190.661621
	Iteration 11Q: 3 clusters Score -612005.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -612063.562500 Penalty: 4190.661621
	Iteration 12Q: 3 clusters Score -612063.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -612099.562500 Penalty: 4190.661621
	Iteration 13Q: 3 clusters Score -612099.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -612124.812500 Penalty: 4190.661621
	Iteration 14Q: 3 clusters Score -612124.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -612144.812500 Penalty: 4190.661621
	Iteration 15Q: 3 clusters Score -612144.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -612161.437500 Penalty: 4190.661621
	Iteration 16Q: 3 clusters Score -612161.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -612181.250000 Penalty: 4190.661621
	Iteration 17Q: 3 clusters Score -612181.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -612193.937500 Penalty: 4190.661621
	Iteration 18Q: 3 clusters Score -612193.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -612202.937500 Penalty: 4190.661621
	Iteration 19Q: 3 clusters Score -612202.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -612212.312500 Penalty: 4190.661621
	Iteration 20F: 3 clusters Score -612212.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -612218.250000 Penalty: 4190.661621
	Iteration 21Q: 3 clusters Score -612218.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -612220.437500 Penalty: 4190.661621
	Iteration 22Q: 3 clusters Score -612220.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -612222.750000 Penalty: 4190.661621
	Iteration 23Q: 3 clusters Score -612222.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -612224.750000 Penalty: 4190.661621
	Iteration 24Q: 3 clusters Score -612224.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -612227.500000 Penalty: 4190.661621
	Iteration 25Q: 3 clusters Score -612227.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -612230.625000 Penalty: 4190.661621
	Iteration 26Q: 3 clusters Score -612230.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -612232.000000 Penalty: 4190.661621
	Iteration 27Q: 3 clusters Score -612232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -612233.000000 Penalty: 4190.661621
	Iteration 28Q: 3 clusters Score -612233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -612233.812500 Penalty: 4190.661621
	Iteration 29Q: 3 clusters Score -612233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -612234.312500 Penalty: 4190.661621
	Iteration 30Q: 3 clusters Score -612234.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -612234.312500 Penalty: 4190.661621
	Iteration 31F: 3 clusters Score -612234.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Entering Unmasked Estep 
Score: -1379029.625000 Penalty: 2314.540283
	Iteration 0F: 2 clusters Score -1379030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1370581.750000 Penalty: 4629.080566
	Iteration 0F: 3 clusters Score -1370582 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1374242.875000 Penalty: 4629.080566
	Iteration 1F: 3 clusters Score -1374243 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1375916.125000 Penalty: 4629.080566
	Iteration 2F: 3 clusters Score -1375916 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1377360.250000 Penalty: 4629.080566
	Iteration 3F: 3 clusters Score -1377360 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1378160.375000 Penalty: 4629.080566
	Iteration 4F: 3 clusters Score -1378160 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1378548.625000 Penalty: 4629.080566
	Iteration 5F: 3 clusters Score -1378549 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1378758.000000 Penalty: 4629.080566
	Iteration 6Q: 3 clusters Score -1378758 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1378918.500000 Penalty: 4629.080566
	Iteration 7Q: 3 clusters Score -1378918 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1379044.000000 Penalty: 4629.080566
	Iteration 8Q: 3 clusters Score -1379044 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1379173.625000 Penalty: 4629.080566
	Iteration 9Q: 3 clusters Score -1379174 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1379290.250000 Penalty: 4629.080566
	Iteration 10Q: 3 clusters Score -1379290 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1379371.000000 Penalty: 4629.080566
	Iteration 11Q: 3 clusters Score -1379371 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1379432.625000 Penalty: 4629.080566
	Iteration 12Q: 3 clusters Score -1379433 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1379469.625000 Penalty: 4629.080566
	Iteration 13Q: 3 clusters Score -1379470 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1379499.375000 Penalty: 4629.080566
	Iteration 14Q: 3 clusters Score -1379499 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1379522.625000 Penalty: 4629.080566
	Iteration 15Q: 3 clusters Score -1379523 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1379541.125000 Penalty: 4629.080566
	Iteration 16Q: 3 clusters Score -1379541 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1379561.250000 Penalty: 4629.080566
	Iteration 17Q: 3 clusters Score -1379561 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1379573.500000 Penalty: 4629.080566
	Iteration 18Q: 3 clusters Score -1379574 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1379592.375000 Penalty: 4629.080566
	Iteration 19Q: 3 clusters Score -1379592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1379603.250000 Penalty: 4629.080566
	Iteration 20F: 3 clusters Score -1379603 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1379609.875000 Penalty: 4629.080566
	Iteration 21Q: 3 clusters Score -1379610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1379621.750000 Penalty: 4629.080566
	Iteration 22Q: 3 clusters Score -1379622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1379626.375000 Penalty: 4629.080566
	Iteration 23Q: 3 clusters Score -1379626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1379629.625000 Penalty: 4629.080566
	Iteration 24Q: 3 clusters Score -1379630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1379634.500000 Penalty: 4629.080566
	Iteration 25Q: 3 clusters Score -1379634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1379633.750000 Penalty: 4629.080566
	Iteration 26Q: 3 clusters Score -1379634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1379636.875000 Penalty: 4629.080566
	Iteration 27Q: 3 clusters Score -1379637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1379634.375000 Penalty: 4629.080566
	Iteration 28Q: 3 clusters Score -1379634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1379635.250000 Penalty: 4629.080566
	Iteration 29Q: 3 clusters Score -1379635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1379635.875000 Penalty: 4629.080566
	Iteration 30Q: 3 clusters Score -1379636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1379635.750000 Penalty: 4629.080566
	Iteration 31Q: 3 clusters Score -1379636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1379634.625000 Penalty: 4629.080566
	Iteration 32Q: 3 clusters Score -1379635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1379637.750000 Penalty: 4629.080566
	Iteration 33Q: 3 clusters Score -1379638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1379636.125000 Penalty: 4629.080566
	Iteration 34Q: 3 clusters Score -1379636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1379639.625000 Penalty: 4629.080566
	Iteration 35Q: 3 clusters Score -1379640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1379637.250000 Penalty: 4629.080566
	Iteration 36Q: 3 clusters Score -1379637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1379637.750000 Penalty: 4629.080566
	Iteration 37Q: 3 clusters Score -1379638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1379638.500000 Penalty: 4629.080566
	Iteration 38Q: 3 clusters Score -1379638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1379640.625000 Penalty: 4629.080566
	Iteration 39Q: 3 clusters Score -1379641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1379643.625000 Penalty: 4629.080566
	Iteration 40F: 3 clusters Score -1379644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1379643.000000 Penalty: 4629.080566
	Iteration 41Q: 3 clusters Score -1379643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1379643.000000 Penalty: 4629.080566
	Iteration 42F: 3 clusters Score -1379643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108473 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 44033 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30857 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 3590 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8301 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Mstep: Class 32 contains 324 members 
Mstep: Class 33 contains 398 members 
Mstep: Class 34 contains 7713 members 
Entering Unmasked Estep 
Score: -73852464.000000 Penalty: 111890.835938
Splitting cluster 18 changes total score from -73852704.000000 to -73852464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (9968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Entering Unmasked Estep 
Score: -1274927.375000 Penalty: 2283.369629
	Iteration 0F: 2 clusters Score -1274927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1267349.125000 Penalty: 4566.739258
	Iteration 0F: 3 clusters Score -1267349 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1269770.250000 Penalty: 4566.739258
	Iteration 1F: 3 clusters Score -1269770 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1270224.125000 Penalty: 4566.739258
	Iteration 2F: 3 clusters Score -1270224 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1270537.250000 Penalty: 4566.739258
	Iteration 3F: 3 clusters Score -1270537 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1270747.625000 Penalty: 4566.739258
	Iteration 4Q: 3 clusters Score -1270748 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1270903.750000 Penalty: 4566.739258
	Iteration 5Q: 3 clusters Score -1270904 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1271044.875000 Penalty: 4566.739258
	Iteration 6Q: 3 clusters Score -1271045 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1271187.125000 Penalty: 4566.739258
	Iteration 7Q: 3 clusters Score -1271187 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1271329.625000 Penalty: 4566.739258
	Iteration 8Q: 3 clusters Score -1271330 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1271483.500000 Penalty: 4566.739258
	Iteration 9Q: 3 clusters Score -1271484 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1271643.375000 Penalty: 4566.739258
	Iteration 10Q: 3 clusters Score -1271643 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1271858.250000 Penalty: 4566.739258
	Iteration 11Q: 3 clusters Score -1271858 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1272124.500000 Penalty: 4566.739258
	Iteration 12Q: 3 clusters Score -1272124 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1272467.500000 Penalty: 4566.739258
	Iteration 13Q: 3 clusters Score -1272468 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1272884.000000 Penalty: 4566.739258
	Iteration 14Q: 3 clusters Score -1272884 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1273247.375000 Penalty: 4566.739258
	Iteration 15Q: 3 clusters Score -1273247 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1273530.875000 Penalty: 4566.739258
	Iteration 16Q: 3 clusters Score -1273531 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1273787.625000 Penalty: 4566.739258
	Iteration 17Q: 3 clusters Score -1273788 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1274054.500000 Penalty: 4566.739258
	Iteration 18Q: 3 clusters Score -1274054 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1274296.500000 Penalty: 4566.739258
	Iteration 19Q: 3 clusters Score -1274296 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1274548.500000 Penalty: 4566.739258
	Iteration 20F: 3 clusters Score -1274548 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1274782.375000 Penalty: 4566.739258
	Iteration 21Q: 3 clusters Score -1274782 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1274951.625000 Penalty: 4566.739258
	Iteration 22Q: 3 clusters Score -1274952 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1275107.500000 Penalty: 4566.739258
	Iteration 23Q: 3 clusters Score -1275108 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1275203.625000 Penalty: 4566.739258
	Iteration 24Q: 3 clusters Score -1275204 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1275278.375000 Penalty: 4566.739258
	Iteration 25Q: 3 clusters Score -1275278 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1275328.875000 Penalty: 4566.739258
	Iteration 26Q: 3 clusters Score -1275329 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1275356.750000 Penalty: 4566.739258
	Iteration 27Q: 3 clusters Score -1275357 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1275380.750000 Penalty: 4566.739258
	Iteration 28Q: 3 clusters Score -1275381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1275389.375000 Penalty: 4566.739258
	Iteration 29Q: 3 clusters Score -1275389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1275402.625000 Penalty: 4566.739258
	Iteration 30Q: 3 clusters Score -1275403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1275412.625000 Penalty: 4566.739258
	Iteration 31Q: 3 clusters Score -1275413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1275418.625000 Penalty: 4566.739258
	Iteration 32Q: 3 clusters Score -1275419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1275430.250000 Penalty: 4566.739258
	Iteration 33Q: 3 clusters Score -1275430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1275436.625000 Penalty: 4566.739258
	Iteration 34Q: 3 clusters Score -1275437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1275444.500000 Penalty: 4566.739258
	Iteration 35Q: 3 clusters Score -1275444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1275447.500000 Penalty: 4566.739258
	Iteration 36Q: 3 clusters Score -1275448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1275448.375000 Penalty: 4566.739258
	Iteration 37Q: 3 clusters Score -1275448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1275452.500000 Penalty: 4566.739258
	Iteration 38Q: 3 clusters Score -1275452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1275453.375000 Penalty: 4566.739258
	Iteration 39Q: 3 clusters Score -1275453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1275454.625000 Penalty: 4566.739258
	Iteration 40F: 3 clusters Score -1275455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1275456.250000 Penalty: 4566.739258
	Iteration 41Q: 3 clusters Score -1275456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1275456.250000 Penalty: 4566.739258
	Iteration 42F: 3 clusters Score -1275456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108473 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 44033 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30857 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11303 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8301 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Mstep: Class 32 contains 324 members 
Mstep: Class 33 contains 398 members 
Mstep: Class 34 contains 8323 members 
Entering Unmasked Estep 
Score: -73852376.000000 Penalty: 111890.835938
Splitting cluster 19 changes total score from -73852704.000000 to -73852376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (22946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Entering Unmasked Estep 
Score: -2951436.250000 Penalty: 2490.143066
	Iteration 0F: 2 clusters Score -2951436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2935489.750000 Penalty: 4980.286133
	Iteration 0F: 3 clusters Score -2935490 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2941123.250000 Penalty: 4980.286133
	Iteration 1F: 3 clusters Score -2941123 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2941846.750000 Penalty: 4980.286133
	Iteration 2F: 3 clusters Score -2941847 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2942615.750000 Penalty: 4980.286133
	Iteration 3F: 3 clusters Score -2942616 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2943394.000000 Penalty: 4980.286133
	Iteration 4F: 3 clusters Score -2943394 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2944207.000000 Penalty: 4980.286133
	Iteration 5F: 3 clusters Score -2944207 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2945151.250000 Penalty: 4980.286133
	Iteration 6F: 3 clusters Score -2945151 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2946019.000000 Penalty: 4980.286133
	Iteration 7F: 3 clusters Score -2946019 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2946703.000000 Penalty: 4980.286133
	Iteration 8F: 3 clusters Score -2946703 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2947224.250000 Penalty: 4980.286133
	Iteration 9Q: 3 clusters Score -2947224 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2947654.000000 Penalty: 4980.286133
	Iteration 10Q: 3 clusters Score -2947654 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2947973.500000 Penalty: 4980.286133
	Iteration 11Q: 3 clusters Score -2947974 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2948313.250000 Penalty: 4980.286133
	Iteration 12Q: 3 clusters Score -2948313 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2948582.000000 Penalty: 4980.286133
	Iteration 13Q: 3 clusters Score -2948582 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2948796.250000 Penalty: 4980.286133
	Iteration 14Q: 3 clusters Score -2948796 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2948991.000000 Penalty: 4980.286133
	Iteration 15Q: 3 clusters Score -2948991 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2949143.500000 Penalty: 4980.286133
	Iteration 16Q: 3 clusters Score -2949144 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2949293.000000 Penalty: 4980.286133
	Iteration 17Q: 3 clusters Score -2949293 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2949404.500000 Penalty: 4980.286133
	Iteration 18Q: 3 clusters Score -2949404 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2949523.000000 Penalty: 4980.286133
	Iteration 19Q: 3 clusters Score -2949523 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2949627.750000 Penalty: 4980.286133
	Iteration 20F: 3 clusters Score -2949628 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2949720.750000 Penalty: 4980.286133
	Iteration 21Q: 3 clusters Score -2949721 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2949797.750000 Penalty: 4980.286133
	Iteration 22Q: 3 clusters Score -2949798 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2949860.250000 Penalty: 4980.286133
	Iteration 23Q: 3 clusters Score -2949860 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2949893.750000 Penalty: 4980.286133
	Iteration 24Q: 3 clusters Score -2949894 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2949935.000000 Penalty: 4980.286133
	Iteration 25Q: 3 clusters Score -2949935 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2949972.750000 Penalty: 4980.286133
	Iteration 26Q: 3 clusters Score -2949973 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2949987.000000 Penalty: 4980.286133
	Iteration 27Q: 3 clusters Score -2949987 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2949998.500000 Penalty: 4980.286133
	Iteration 28Q: 3 clusters Score -2949998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2950017.750000 Penalty: 4980.286133
	Iteration 29Q: 3 clusters Score -2950018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2950020.750000 Penalty: 4980.286133
	Iteration 30Q: 3 clusters Score -2950021 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2950040.000000 Penalty: 4980.286133
	Iteration 31Q: 3 clusters Score -2950040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2950053.500000 Penalty: 4980.286133
	Iteration 32Q: 3 clusters Score -2950054 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2950071.000000 Penalty: 4980.286133
	Iteration 33Q: 3 clusters Score -2950071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2950074.750000 Penalty: 4980.286133
	Iteration 34Q: 3 clusters Score -2950075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2950077.250000 Penalty: 4980.286133
	Iteration 35Q: 3 clusters Score -2950077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2950094.500000 Penalty: 4980.286133
	Iteration 36Q: 3 clusters Score -2950094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2950104.000000 Penalty: 4980.286133
	Iteration 37Q: 3 clusters Score -2950104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2950107.500000 Penalty: 4980.286133
	Iteration 38Q: 3 clusters Score -2950108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2950114.750000 Penalty: 4980.286133
	Iteration 39Q: 3 clusters Score -2950115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2950113.750000 Penalty: 4980.286133
	Iteration 40F: 3 clusters Score -2950114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2950113.250000 Penalty: 4980.286133
	Iteration 41Q: 3 clusters Score -2950113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2950113.250000 Penalty: 4980.286133
	Iteration 42Q: 3 clusters Score -2950113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2950115.250000 Penalty: 4980.286133
	Iteration 43Q: 3 clusters Score -2950115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2950114.250000 Penalty: 4980.286133
	Iteration 44Q: 3 clusters Score -2950114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2950112.500000 Penalty: 4980.286133
	Iteration 45Q: 3 clusters Score -2950112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2950111.500000 Penalty: 4980.286133
	Iteration 46Q: 3 clusters Score -2950112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2950115.500000 Penalty: 4980.286133
	Iteration 47Q: 3 clusters Score -2950116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2950125.000000 Penalty: 4980.286133
	Iteration 48Q: 3 clusters Score -2950125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2950122.250000 Penalty: 4980.286133
	Iteration 49Q: 3 clusters Score -2950122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2950122.250000 Penalty: 4980.286133
	Iteration 50Q: 3 clusters Score -2950122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2950122.250000 Penalty: 4980.286133
	Iteration 51F: 3 clusters Score -2950122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Entering Unmasked Estep 
Score: -1009224.062500 Penalty: 2237.984375
	Iteration 0F: 2 clusters Score -1009224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1002632.437500 Penalty: 4475.968750
	Iteration 0F: 3 clusters Score -1002632 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1004684.937500 Penalty: 4475.968750
	Iteration 1F: 3 clusters Score -1004685 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1005429.812500 Penalty: 4475.968750
	Iteration 2F: 3 clusters Score -1005430 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1006149.312500 Penalty: 4475.968750
	Iteration 3F: 3 clusters Score -1006149 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1006765.937500 Penalty: 4475.968750
	Iteration 4F: 3 clusters Score -1006766 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1007233.625000 Penalty: 4475.968750
	Iteration 5F: 3 clusters Score -1007234 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1007644.250000 Penalty: 4475.968750
	Iteration 6F: 3 clusters Score -1007644 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1007968.187500 Penalty: 4475.968750
	Iteration 7Q: 3 clusters Score -1007968 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1008219.750000 Penalty: 4475.968750
	Iteration 8Q: 3 clusters Score -1008220 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1008365.812500 Penalty: 4475.968750
	Iteration 9Q: 3 clusters Score -1008366 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1008446.875000 Penalty: 4475.968750
	Iteration 10Q: 3 clusters Score -1008447 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1008482.062500 Penalty: 4475.968750
	Iteration 11Q: 3 clusters Score -1008482 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1008511.937500 Penalty: 4475.968750
	Iteration 12Q: 3 clusters Score -1008512 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1008539.187500 Penalty: 4475.968750
	Iteration 13Q: 3 clusters Score -1008539 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1008563.187500 Penalty: 4475.968750
	Iteration 14Q: 3 clusters Score -1008563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1008586.125000 Penalty: 4475.968750
	Iteration 15Q: 3 clusters Score -1008586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1008594.812500 Penalty: 4475.968750
	Iteration 16Q: 3 clusters Score -1008595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1008607.500000 Penalty: 4475.968750
	Iteration 17Q: 3 clusters Score -1008608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1008611.625000 Penalty: 4475.968750
	Iteration 18Q: 3 clusters Score -1008612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1008614.750000 Penalty: 4475.968750
	Iteration 19Q: 3 clusters Score -1008615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1008616.687500 Penalty: 4475.968750
	Iteration 20F: 3 clusters Score -1008617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1008617.250000 Penalty: 4475.968750
	Iteration 21Q: 3 clusters Score -1008617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1008620.812500 Penalty: 4475.968750
	Iteration 22Q: 3 clusters Score -1008621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1008624.187500 Penalty: 4475.968750
	Iteration 23Q: 3 clusters Score -1008624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1008628.500000 Penalty: 4475.968750
	Iteration 24Q: 3 clusters Score -1008628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1008631.812500 Penalty: 4475.968750
	Iteration 25Q: 3 clusters Score -1008632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1008633.187500 Penalty: 4475.968750
	Iteration 26Q: 3 clusters Score -1008633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1008634.562500 Penalty: 4475.968750
	Iteration 27Q: 3 clusters Score -1008635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1008634.625000 Penalty: 4475.968750
	Iteration 28Q: 3 clusters Score -1008635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1008639.000000 Penalty: 4475.968750
	Iteration 29Q: 3 clusters Score -1008639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1008642.812500 Penalty: 4475.968750
	Iteration 30Q: 3 clusters Score -1008643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1008642.250000 Penalty: 4475.968750
	Iteration 31Q: 3 clusters Score -1008642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1008643.437500 Penalty: 4475.968750
	Iteration 32Q: 3 clusters Score -1008643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1008645.687500 Penalty: 4475.968750
	Iteration 33Q: 3 clusters Score -1008646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1008645.937500 Penalty: 4475.968750
	Iteration 34Q: 3 clusters Score -1008646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1008648.187500 Penalty: 4475.968750
	Iteration 35Q: 3 clusters Score -1008648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1008652.187500 Penalty: 4475.968750
	Iteration 36Q: 3 clusters Score -1008652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1008653.000000 Penalty: 4475.968750
	Iteration 37Q: 3 clusters Score -1008653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1008653.312500 Penalty: 4475.968750
	Iteration 38Q: 3 clusters Score -1008653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1008652.562500 Penalty: 4475.968750
	Iteration 39Q: 3 clusters Score -1008653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1008651.875000 Penalty: 4475.968750
	Iteration 40F: 3 clusters Score -1008652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1008652.625000 Penalty: 4475.968750
	Iteration 41Q: 3 clusters Score -1008653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1008652.687500 Penalty: 4475.968750
	Iteration 42Q: 3 clusters Score -1008653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1008653.062500 Penalty: 4475.968750
	Iteration 43Q: 3 clusters Score -1008653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1008654.562500 Penalty: 4475.968750
	Iteration 44Q: 3 clusters Score -1008655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1008654.937500 Penalty: 4475.968750
	Iteration 45Q: 3 clusters Score -1008655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1008656.062500 Penalty: 4475.968750
	Iteration 46Q: 3 clusters Score -1008656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1008656.500000 Penalty: 4475.968750
	Iteration 47Q: 3 clusters Score -1008656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1008657.375000 Penalty: 4475.968750
	Iteration 48Q: 3 clusters Score -1008657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1008657.187500 Penalty: 4475.968750
	Iteration 49Q: 3 clusters Score -1008657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1008656.062500 Penalty: 4475.968750
	Iteration 50Q: 3 clusters Score -1008656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1008656.812500 Penalty: 4475.968750
	Iteration 51Q: 3 clusters Score -1008657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1008658.687500 Penalty: 4475.968750
	Iteration 52Q: 3 clusters Score -1008659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1008657.375000 Penalty: 4475.968750
	Iteration 53Q: 3 clusters Score -1008657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1008657.375000 Penalty: 4475.968750
	Iteration 54F: 3 clusters Score -1008657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -303254.218750 Penalty: 1925.123779
	Iteration 0F: 2 clusters Score -303254.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -300435.718750 Penalty: 3850.247559
	Iteration 0F: 3 clusters Score -300435.7 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -300935.531250 Penalty: 3850.247559
	Iteration 1F: 3 clusters Score -300935.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -301099.625000 Penalty: 3850.247559
	Iteration 2F: 3 clusters Score -301099.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -301178.156250 Penalty: 3850.247559
	Iteration 3Q: 3 clusters Score -301178.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -301224.687500 Penalty: 3850.247559
	Iteration 4Q: 3 clusters Score -301224.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -301249.062500 Penalty: 3850.247559
	Iteration 5Q: 3 clusters Score -301249.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -301272.187500 Penalty: 3850.247559
	Iteration 6Q: 3 clusters Score -301272.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -301283.375000 Penalty: 3850.247559
	Iteration 7Q: 3 clusters Score -301283.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -301290.906250 Penalty: 3850.247559
	Iteration 8Q: 3 clusters Score -301290.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -301298.093750 Penalty: 3850.247559
	Iteration 9Q: 3 clusters Score -301298.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -301305.156250 Penalty: 3850.247559
	Iteration 10Q: 3 clusters Score -301305.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -301317.718750 Penalty: 3850.247559
	Iteration 11Q: 3 clusters Score -301317.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -301328.718750 Penalty: 3850.247559
	Iteration 12Q: 3 clusters Score -301328.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -301336.406250 Penalty: 3850.247559
	Iteration 13Q: 3 clusters Score -301336.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -301343.937500 Penalty: 3850.247559
	Iteration 14Q: 3 clusters Score -301343.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -301352.968750 Penalty: 3850.247559
	Iteration 15Q: 3 clusters Score -301353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -301360.125000 Penalty: 3850.247559
	Iteration 16Q: 3 clusters Score -301360.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -301364.750000 Penalty: 3850.247559
	Iteration 17Q: 3 clusters Score -301364.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -301370.000000 Penalty: 3850.247559
	Iteration 18Q: 3 clusters Score -301370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -301373.625000 Penalty: 3850.247559
	Iteration 19Q: 3 clusters Score -301373.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -301378.656250 Penalty: 3850.247559
	Iteration 20F: 3 clusters Score -301378.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -301384.218750 Penalty: 3850.247559
	Iteration 21Q: 3 clusters Score -301384.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -301389.375000 Penalty: 3850.247559
	Iteration 22Q: 3 clusters Score -301389.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -301394.312500 Penalty: 3850.247559
	Iteration 23Q: 3 clusters Score -301394.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -301397.718750 Penalty: 3850.247559
	Iteration 24Q: 3 clusters Score -301397.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -301398.406250 Penalty: 3850.247559
	Iteration 25Q: 3 clusters Score -301398.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -301400.281250 Penalty: 3850.247559
	Iteration 26Q: 3 clusters Score -301400.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -301401.093750 Penalty: 3850.247559
	Iteration 27Q: 3 clusters Score -301401.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -301402.687500 Penalty: 3850.247559
	Iteration 28Q: 3 clusters Score -301402.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -301404.781250 Penalty: 3850.247559
	Iteration 29Q: 3 clusters Score -301404.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -301407.750000 Penalty: 3850.247559
	Iteration 30Q: 3 clusters Score -301407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -301409.250000 Penalty: 3850.247559
	Iteration 31Q: 3 clusters Score -301409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -301409.906250 Penalty: 3850.247559
	Iteration 32Q: 3 clusters Score -301409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -301410.031250 Penalty: 3850.247559
	Iteration 33Q: 3 clusters Score -301410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -301412.281250 Penalty: 3850.247559
	Iteration 34Q: 3 clusters Score -301412.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -301414.343750 Penalty: 3850.247559
	Iteration 35Q: 3 clusters Score -301414.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -301415.062500 Penalty: 3850.247559
	Iteration 36Q: 3 clusters Score -301415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -301415.968750 Penalty: 3850.247559
	Iteration 37Q: 3 clusters Score -301416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -301415.968750 Penalty: 3850.247559
	Iteration 38F: 3 clusters Score -301416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Entering Unmasked Estep 
Score: -2604459.000000 Penalty: 2457.079590
	Iteration 0F: 2 clusters Score -2604459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2590364.750000 Penalty: 4914.159180
	Iteration 0F: 3 clusters Score -2590365 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2595119.250000 Penalty: 4914.159180
	Iteration 1F: 3 clusters Score -2595119 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2595594.250000 Penalty: 4914.159180
	Iteration 2F: 3 clusters Score -2595594 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2596044.000000 Penalty: 4914.159180
	Iteration 3F: 3 clusters Score -2596044 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2596555.000000 Penalty: 4914.159180
	Iteration 4F: 3 clusters Score -2596555 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2597218.250000 Penalty: 4914.159180
	Iteration 5F: 3 clusters Score -2597218 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2598038.500000 Penalty: 4914.159180
	Iteration 6F: 3 clusters Score -2598038 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2598978.750000 Penalty: 4914.159180
	Iteration 7F: 3 clusters Score -2598979 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2599845.500000 Penalty: 4914.159180
	Iteration 8F: 3 clusters Score -2599846 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2600538.750000 Penalty: 4914.159180
	Iteration 9Q: 3 clusters Score -2600539 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2601069.500000 Penalty: 4914.159180
	Iteration 10Q: 3 clusters Score -2601070 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2601467.250000 Penalty: 4914.159180
	Iteration 11Q: 3 clusters Score -2601467 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2601736.000000 Penalty: 4914.159180
	Iteration 12Q: 3 clusters Score -2601736 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2601926.000000 Penalty: 4914.159180
	Iteration 13Q: 3 clusters Score -2601926 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2602071.000000 Penalty: 4914.159180
	Iteration 14Q: 3 clusters Score -2602071 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2602180.000000 Penalty: 4914.159180
	Iteration 15Q: 3 clusters Score -2602180 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2602252.000000 Penalty: 4914.159180
	Iteration 16Q: 3 clusters Score -2602252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2602306.500000 Penalty: 4914.159180
	Iteration 17Q: 3 clusters Score -2602306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2602358.750000 Penalty: 4914.159180
	Iteration 18Q: 3 clusters Score -2602359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2602401.000000 Penalty: 4914.159180
	Iteration 19Q: 3 clusters Score -2602401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2602422.000000 Penalty: 4914.159180
	Iteration 20F: 3 clusters Score -2602422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2602438.250000 Penalty: 4914.159180
	Iteration 21Q: 3 clusters Score -2602438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2602445.750000 Penalty: 4914.159180
	Iteration 22Q: 3 clusters Score -2602446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2602455.000000 Penalty: 4914.159180
	Iteration 23Q: 3 clusters Score -2602455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2602463.000000 Penalty: 4914.159180
	Iteration 24Q: 3 clusters Score -2602463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2602474.000000 Penalty: 4914.159180
	Iteration 25Q: 3 clusters Score -2602474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2602484.250000 Penalty: 4914.159180
	Iteration 26Q: 3 clusters Score -2602484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2602492.250000 Penalty: 4914.159180
	Iteration 27Q: 3 clusters Score -2602492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2602499.500000 Penalty: 4914.159180
	Iteration 28Q: 3 clusters Score -2602500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2602511.500000 Penalty: 4914.159180
	Iteration 29Q: 3 clusters Score -2602512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2602516.500000 Penalty: 4914.159180
	Iteration 30Q: 3 clusters Score -2602516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2602517.750000 Penalty: 4914.159180
	Iteration 31Q: 3 clusters Score -2602518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2602522.750000 Penalty: 4914.159180
	Iteration 32Q: 3 clusters Score -2602523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2602530.000000 Penalty: 4914.159180
	Iteration 33Q: 3 clusters Score -2602530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2602534.500000 Penalty: 4914.159180
	Iteration 34Q: 3 clusters Score -2602534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2602542.500000 Penalty: 4914.159180
	Iteration 35Q: 3 clusters Score -2602542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2602550.250000 Penalty: 4914.159180
	Iteration 36Q: 3 clusters Score -2602550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2602555.750000 Penalty: 4914.159180
	Iteration 37Q: 3 clusters Score -2602556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2602561.250000 Penalty: 4914.159180
	Iteration 38Q: 3 clusters Score -2602561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2602566.750000 Penalty: 4914.159180
	Iteration 39Q: 3 clusters Score -2602567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2602569.500000 Penalty: 4914.159180
	Iteration 40F: 3 clusters Score -2602570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2602570.750000 Penalty: 4914.159180
	Iteration 41Q: 3 clusters Score -2602571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2602575.500000 Penalty: 4914.159180
	Iteration 42Q: 3 clusters Score -2602576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2602577.250000 Penalty: 4914.159180
	Iteration 43Q: 3 clusters Score -2602577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2602576.750000 Penalty: 4914.159180
	Iteration 44Q: 3 clusters Score -2602577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2602576.750000 Penalty: 4914.159180
	Iteration 45F: 3 clusters Score -2602577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Entering Unmasked Estep 
Score: -183793.390625 Penalty: 1830.612427
	Iteration 0F: 2 clusters Score -183793.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -181480.234375 Penalty: 3661.224854
	Iteration 0F: 3 clusters Score -181480.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -182370.140625 Penalty: 3661.224854
	Iteration 1F: 3 clusters Score -182370.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -183218.984375 Penalty: 3661.224854
	Iteration 2F: 3 clusters Score -183219 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -183669.640625 Penalty: 3661.224854
	Iteration 3F: 3 clusters Score -183669.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -183903.796875 Penalty: 3661.224854
	Iteration 4F: 3 clusters Score -183903.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -184064.468750 Penalty: 3661.224854
	Iteration 5Q: 3 clusters Score -184064.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -184177.156250 Penalty: 3661.224854
	Iteration 6Q: 3 clusters Score -184177.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -184263.484375 Penalty: 3661.224854
	Iteration 7Q: 3 clusters Score -184263.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -184349.921875 Penalty: 3661.224854
	Iteration 8Q: 3 clusters Score -184349.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -184412.953125 Penalty: 3661.224854
	Iteration 9Q: 3 clusters Score -184413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -184488.625000 Penalty: 3661.224854
	Iteration 10Q: 3 clusters Score -184488.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -184571.125000 Penalty: 3661.224854
	Iteration 11Q: 3 clusters Score -184571.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -184656.375000 Penalty: 3661.224854
	Iteration 12Q: 3 clusters Score -184656.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -184762.875000 Penalty: 3661.224854
	Iteration 13Q: 3 clusters Score -184762.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -184884.296875 Penalty: 3661.224854
	Iteration 14Q: 3 clusters Score -184884.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -184960.062500 Penalty: 3661.224854
	Iteration 15Q: 3 clusters Score -184960.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -185002.718750 Penalty: 3661.224854
	Iteration 16Q: 3 clusters Score -185002.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -185050.171875 Penalty: 3661.224854
	Iteration 17Q: 3 clusters Score -185050.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -185122.125000 Penalty: 3661.224854
	Iteration 18Q: 3 clusters Score -185122.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -185172.750000 Penalty: 3661.224854
	Iteration 19Q: 3 clusters Score -185172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -185186.000000 Penalty: 3661.224854
	Iteration 20F: 3 clusters Score -185186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -185226.078125 Penalty: 3661.224854
	Iteration 21Q: 3 clusters Score -185226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -185244.453125 Penalty: 3661.224854
	Iteration 22Q: 3 clusters Score -185244.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -185253.796875 Penalty: 3661.224854
	Iteration 23Q: 3 clusters Score -185253.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -185261.593750 Penalty: 3661.224854
	Iteration 24Q: 3 clusters Score -185261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -185263.859375 Penalty: 3661.224854
	Iteration 25Q: 3 clusters Score -185263.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -185263.859375 Penalty: 3661.224854
	Iteration 26F: 3 clusters Score -185263.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108473 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 44033 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30857 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11303 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8301 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 931 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 1255 members 
Mstep: Class 31 contains 649 members 
Mstep: Class 32 contains 324 members 
Mstep: Class 33 contains 398 members 
Mstep: Class 34 contains 675 members 
Entering Unmasked Estep 
Score: -73852744.000000 Penalty: 111890.835938
Splitting cluster 24 changes total score from -73852704.000000 to -73852744.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 25 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -51728.746094 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -51728.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50368.457031 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -50368.46 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50610.105469 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -50610.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50713.996094 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -50714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50749.628906 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -50749.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50757.800781 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -50757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50761.812500 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -50761.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50762.933594 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -50762.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50762.933594 Penalty: 3027.977295
	Iteration 7F: 3 clusters Score -50762.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Entering Unmasked Estep 
Score: -3491593.750000 Penalty: 2527.989014
	Iteration 0F: 2 clusters Score -3491594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3473171.250000 Penalty: 5055.978027
	Iteration 0F: 3 clusters Score -3473171 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3479808.750000 Penalty: 5055.978027
	Iteration 1F: 3 clusters Score -3479809 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -3480523.750000 Penalty: 5055.978027
	Iteration 2F: 3 clusters Score -3480524 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3481360.500000 Penalty: 5055.978027
	Iteration 3F: 3 clusters Score -3481360 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3482309.250000 Penalty: 5055.978027
	Iteration 4F: 3 clusters Score -3482309 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3483488.000000 Penalty: 5055.978027
	Iteration 5F: 3 clusters Score -3483488 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3484836.500000 Penalty: 5055.978027
	Iteration 6F: 3 clusters Score -3484836 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -3486037.000000 Penalty: 5055.978027
	Iteration 7F: 3 clusters Score -3486037 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -3486853.750000 Penalty: 5055.978027
	Iteration 8F: 3 clusters Score -3486854 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -3487389.000000 Penalty: 5055.978027
	Iteration 9Q: 3 clusters Score -3487389 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -3487714.000000 Penalty: 5055.978027
	Iteration 10Q: 3 clusters Score -3487714 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -3488007.500000 Penalty: 5055.978027
	Iteration 11Q: 3 clusters Score -3488008 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -3488340.500000 Penalty: 5055.978027
	Iteration 12Q: 3 clusters Score -3488340 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -3488782.250000 Penalty: 5055.978027
	Iteration 13Q: 3 clusters Score -3488782 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3489282.250000 Penalty: 5055.978027
	Iteration 14Q: 3 clusters Score -3489282 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3489730.750000 Penalty: 5055.978027
	Iteration 15Q: 3 clusters Score -3489731 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -3490043.500000 Penalty: 5055.978027
	Iteration 16Q: 3 clusters Score -3490044 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -3490265.250000 Penalty: 5055.978027
	Iteration 17Q: 3 clusters Score -3490265 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -3490432.750000 Penalty: 5055.978027
	Iteration 18Q: 3 clusters Score -3490433 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -3490564.750000 Penalty: 5055.978027
	Iteration 19Q: 3 clusters Score -3490565 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -3490667.500000 Penalty: 5055.978027
	Iteration 20F: 3 clusters Score -3490668 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -3490766.500000 Penalty: 5055.978027
	Iteration 21Q: 3 clusters Score -3490766 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3490839.250000 Penalty: 5055.978027
	Iteration 22Q: 3 clusters Score -3490839 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3490901.500000 Penalty: 5055.978027
	Iteration 23Q: 3 clusters Score -3490902 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -3490954.500000 Penalty: 5055.978027
	Iteration 24Q: 3 clusters Score -3490954 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -3490981.500000 Penalty: 5055.978027
	Iteration 25Q: 3 clusters Score -3490982 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -3491004.500000 Penalty: 5055.978027
	Iteration 26Q: 3 clusters Score -3491004 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3491034.500000 Penalty: 5055.978027
	Iteration 27Q: 3 clusters Score -3491034 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -3491053.000000 Penalty: 5055.978027
	Iteration 28Q: 3 clusters Score -3491053 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -3491077.000000 Penalty: 5055.978027
	Iteration 29Q: 3 clusters Score -3491077 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -3491091.750000 Penalty: 5055.978027
	Iteration 30Q: 3 clusters Score -3491092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3491103.000000 Penalty: 5055.978027
	Iteration 31Q: 3 clusters Score -3491103 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -3491115.750000 Penalty: 5055.978027
	Iteration 32Q: 3 clusters Score -3491116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -3491114.750000 Penalty: 5055.978027
	Iteration 33Q: 3 clusters Score -3491115 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -3491126.750000 Penalty: 5055.978027
	Iteration 34Q: 3 clusters Score -3491127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -3491135.500000 Penalty: 5055.978027
	Iteration 35Q: 3 clusters Score -3491136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3491138.500000 Penalty: 5055.978027
	Iteration 36Q: 3 clusters Score -3491138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3491141.000000 Penalty: 5055.978027
	Iteration 37Q: 3 clusters Score -3491141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -3491143.750000 Penalty: 5055.978027
	Iteration 38Q: 3 clusters Score -3491144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3491146.750000 Penalty: 5055.978027
	Iteration 39Q: 3 clusters Score -3491147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3491142.750000 Penalty: 5055.978027
	Iteration 40F: 3 clusters Score -3491143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3491147.250000 Penalty: 5055.978027
	Iteration 41Q: 3 clusters Score -3491147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -3491150.250000 Penalty: 5055.978027
	Iteration 42Q: 3 clusters Score -3491150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3491148.750000 Penalty: 5055.978027
	Iteration 43Q: 3 clusters Score -3491149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3491154.250000 Penalty: 5055.978027
	Iteration 44Q: 3 clusters Score -3491154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -3491152.750000 Penalty: 5055.978027
	Iteration 45Q: 3 clusters Score -3491153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3491150.750000 Penalty: 5055.978027
	Iteration 46Q: 3 clusters Score -3491151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3491149.250000 Penalty: 5055.978027
	Iteration 47Q: 3 clusters Score -3491149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -3491154.750000 Penalty: 5055.978027
	Iteration 48Q: 3 clusters Score -3491155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -3491156.000000 Penalty: 5055.978027
	Iteration 49Q: 3 clusters Score -3491156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -3491156.000000 Penalty: 5055.978027
	Iteration 50Q: 3 clusters Score -3491156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3491158.750000 Penalty: 5055.978027
	Iteration 51Q: 3 clusters Score -3491159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3491158.750000 Penalty: 5055.978027
	Iteration 52F: 3 clusters Score -3491159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Entering Unmasked Estep 
Score: -613541.687500 Penalty: 2098.286865
	Iteration 0F: 2 clusters Score -613541.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -609230.937500 Penalty: 4196.573730
	Iteration 0F: 3 clusters Score -609230.9 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -610217.125000 Penalty: 4196.573730
	Iteration 1F: 3 clusters Score -610217.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -610417.562500 Penalty: 4196.573730
	Iteration 2F: 3 clusters Score -610417.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -610577.875000 Penalty: 4196.573730
	Iteration 3F: 3 clusters Score -610577.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -610704.312500 Penalty: 4196.573730
	Iteration 4Q: 3 clusters Score -610704.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -610813.062500 Penalty: 4196.573730
	Iteration 5Q: 3 clusters Score -610813.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -610919.562500 Penalty: 4196.573730
	Iteration 6Q: 3 clusters Score -610919.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -611029.062500 Penalty: 4196.573730
	Iteration 7Q: 3 clusters Score -611029.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -611101.500000 Penalty: 4196.573730
	Iteration 8Q: 3 clusters Score -611101.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -611183.625000 Penalty: 4196.573730
	Iteration 9Q: 3 clusters Score -611183.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -611262.437500 Penalty: 4196.573730
	Iteration 10Q: 3 clusters Score -611262.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -611322.375000 Penalty: 4196.573730
	Iteration 11Q: 3 clusters Score -611322.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -611373.875000 Penalty: 4196.573730
	Iteration 12Q: 3 clusters Score -611373.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -611431.187500 Penalty: 4196.573730
	Iteration 13Q: 3 clusters Score -611431.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -611473.375000 Penalty: 4196.573730
	Iteration 14Q: 3 clusters Score -611473.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -611503.625000 Penalty: 4196.573730
	Iteration 15Q: 3 clusters Score -611503.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -611522.625000 Penalty: 4196.573730
	Iteration 16Q: 3 clusters Score -611522.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -611535.062500 Penalty: 4196.573730
	Iteration 17Q: 3 clusters Score -611535.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -611541.562500 Penalty: 4196.573730
	Iteration 18Q: 3 clusters Score -611541.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -611548.375000 Penalty: 4196.573730
	Iteration 19Q: 3 clusters Score -611548.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -611561.562500 Penalty: 4196.573730
	Iteration 20F: 3 clusters Score -611561.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -611578.000000 Penalty: 4196.573730
	Iteration 21Q: 3 clusters Score -611578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -611590.312500 Penalty: 4196.573730
	Iteration 22Q: 3 clusters Score -611590.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -611595.687500 Penalty: 4196.573730
	Iteration 23Q: 3 clusters Score -611595.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -611599.125000 Penalty: 4196.573730
	Iteration 24Q: 3 clusters Score -611599.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -611600.062500 Penalty: 4196.573730
	Iteration 25Q: 3 clusters Score -611600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -611601.375000 Penalty: 4196.573730
	Iteration 26Q: 3 clusters Score -611601.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -611601.937500 Penalty: 4196.573730
	Iteration 27Q: 3 clusters Score -611601.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -611601.937500 Penalty: 4196.573730
	Iteration 28F: 3 clusters Score -611601.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (125982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125982 members 
Entering Unmasked Estep 
Score: -16595479.000000 Penalty: 2912.485840
	Iteration 0F: 2 clusters Score -1.659548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -16511469.000000 Penalty: 5824.971680
	Iteration 0F: 3 clusters Score -1.651147e+07 nChanged 59898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -16546181.000000 Penalty: 5824.971680
	Iteration 1F: 3 clusters Score -1.654618e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 69659 members 
Entering Unmasked Estep 
Score: -16547410.000000 Penalty: 5824.971680
	Iteration 2Q: 3 clusters Score -1.654741e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 73167 members 
Entering Unmasked Estep 
Score: -16548981.000000 Penalty: 5824.971680
	Iteration 3Q: 3 clusters Score -1.654898e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 78207 members 
Entering Unmasked Estep 
Score: -16551680.000000 Penalty: 5824.971680
	Iteration 4Q: 3 clusters Score -1.655168e+07 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 85265 members 
Entering Unmasked Estep 
Score: -16556101.000000 Penalty: 5824.971680
	Iteration 5F: 3 clusters Score -1.65561e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 94425 members 
Entering Unmasked Estep 
Score: -16563007.000000 Penalty: 5824.971680
	Iteration 6F: 3 clusters Score -1.656301e+07 nChanged 10503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 104896 members 
Entering Unmasked Estep 
Score: -16572340.000000 Penalty: 5824.971680
	Iteration 7F: 3 clusters Score -1.657234e+07 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 114338 members 
Entering Unmasked Estep 
Score: -16581508.000000 Penalty: 5824.971680
	Iteration 8F: 3 clusters Score -1.658151e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 120711 members 
Entering Unmasked Estep 
Score: -16587769.000000 Penalty: 5824.971680
	Iteration 9F: 3 clusters Score -1.658777e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 123880 members 
Entering Unmasked Estep 
Score: -16590853.000000 Penalty: 5824.971680
	Iteration 10Q: 3 clusters Score -1.659085e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 125134 members 
Entering Unmasked Estep 
Score: -16592061.000000 Penalty: 5824.971680
	Iteration 11Q: 3 clusters Score -1.659206e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 125511 members 
Entering Unmasked Estep 
Score: -16592541.000000 Penalty: 5824.971680
	Iteration 12Q: 3 clusters Score -1.659254e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 125640 members 
Entering Unmasked Estep 
Score: -16592704.000000 Penalty: 5824.971680
	Iteration 13Q: 3 clusters Score -1.65927e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 125688 members 
Entering Unmasked Estep 
Score: -16592768.000000 Penalty: 5824.971680
	Iteration 14Q: 3 clusters Score -1.659277e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 125697 members 
Entering Unmasked Estep 
Score: -16592795.000000 Penalty: 5824.971680
	Iteration 15Q: 3 clusters Score -1.65928e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 125709 members 
Entering Unmasked Estep 
Score: -16592833.000000 Penalty: 5824.971680
	Iteration 16Q: 3 clusters Score -1.659283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 125717 members 
Entering Unmasked Estep 
Score: -16592851.000000 Penalty: 5824.971680
	Iteration 17Q: 3 clusters Score -1.659285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 125725 members 
Entering Unmasked Estep 
Score: -16592881.000000 Penalty: 5824.971680
	Iteration 18Q: 3 clusters Score -1.659288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 125733 members 
Entering Unmasked Estep 
Score: -16592896.000000 Penalty: 5824.971680
	Iteration 19Q: 3 clusters Score -1.65929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 125738 members 
Entering Unmasked Estep 
Score: -16592890.000000 Penalty: 5824.971680
	Iteration 20F: 3 clusters Score -1.659289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 125742 members 
Entering Unmasked Estep 
Score: -16592899.000000 Penalty: 5824.971680
	Iteration 21Q: 3 clusters Score -1.65929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 125743 members 
Entering Unmasked Estep 
Score: -16592901.000000 Penalty: 5824.971680
	Iteration 22Q: 3 clusters Score -1.65929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 125744 members 
Entering Unmasked Estep 
Score: -16592897.000000 Penalty: 5824.971680
	Iteration 23Q: 3 clusters Score -1.65929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 125744 members 
Entering Unmasked Estep 
Score: -16592897.000000 Penalty: 5824.971680
	Iteration 24F: 3 clusters Score -1.65929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Entering Unmasked Estep 
Score: -730668.000000 Penalty: 2139.571045
	Iteration 0F: 2 clusters Score -730668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -725790.375000 Penalty: 4279.142090
	Iteration 0F: 3 clusters Score -725790.4 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -727033.437500 Penalty: 4279.142090
	Iteration 1F: 3 clusters Score -727033.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -727294.812500 Penalty: 4279.142090
	Iteration 2F: 3 clusters Score -727294.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -727568.500000 Penalty: 4279.142090
	Iteration 3F: 3 clusters Score -727568.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -727853.375000 Penalty: 4279.142090
	Iteration 4F: 3 clusters Score -727853.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -728139.000000 Penalty: 4279.142090
	Iteration 5F: 3 clusters Score -728139 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -728413.500000 Penalty: 4279.142090
	Iteration 6F: 3 clusters Score -728413.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -728669.562500 Penalty: 4279.142090
	Iteration 7F: 3 clusters Score -728669.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -728897.875000 Penalty: 4279.142090
	Iteration 8Q: 3 clusters Score -728897.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -729112.875000 Penalty: 4279.142090
	Iteration 9Q: 3 clusters Score -729112.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -729343.625000 Penalty: 4279.142090
	Iteration 10Q: 3 clusters Score -729343.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -729527.812500 Penalty: 4279.142090
	Iteration 11Q: 3 clusters Score -729527.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -729617.375000 Penalty: 4279.142090
	Iteration 12Q: 3 clusters Score -729617.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -729693.062500 Penalty: 4279.142090
	Iteration 13Q: 3 clusters Score -729693.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -729755.000000 Penalty: 4279.142090
	Iteration 14Q: 3 clusters Score -729755 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -729788.250000 Penalty: 4279.142090
	Iteration 15Q: 3 clusters Score -729788.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -729805.750000 Penalty: 4279.142090
	Iteration 16Q: 3 clusters Score -729805.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -729816.125000 Penalty: 4279.142090
	Iteration 17Q: 3 clusters Score -729816.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -729824.000000 Penalty: 4279.142090
	Iteration 18Q: 3 clusters Score -729824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -729833.250000 Penalty: 4279.142090
	Iteration 19Q: 3 clusters Score -729833.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -729841.187500 Penalty: 4279.142090
	Iteration 20F: 3 clusters Score -729841.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -729843.250000 Penalty: 4279.142090
	Iteration 21Q: 3 clusters Score -729843.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -729846.625000 Penalty: 4279.142090
	Iteration 22Q: 3 clusters Score -729846.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -729847.750000 Penalty: 4279.142090
	Iteration 23Q: 3 clusters Score -729847.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -729849.125000 Penalty: 4279.142090
	Iteration 24Q: 3 clusters Score -729849.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -729851.687500 Penalty: 4279.142090
	Iteration 25Q: 3 clusters Score -729851.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -729851.375000 Penalty: 4279.142090
	Iteration 26Q: 3 clusters Score -729851.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -729852.812500 Penalty: 4279.142090
	Iteration 27Q: 3 clusters Score -729852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -729852.500000 Penalty: 4279.142090
	Iteration 28Q: 3 clusters Score -729852.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -729854.187500 Penalty: 4279.142090
	Iteration 29Q: 3 clusters Score -729854.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -729854.937500 Penalty: 4279.142090
	Iteration 30Q: 3 clusters Score -729854.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -729854.937500 Penalty: 4279.142090
	Iteration 31F: 3 clusters Score -729854.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -145864.703125 Penalty: 1769.453003
	Iteration 0F: 2 clusters Score -145864.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -143695.437500 Penalty: 3538.906006
	Iteration 0F: 3 clusters Score -143695.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -144253.937500 Penalty: 3538.906006
	Iteration 1F: 3 clusters Score -144253.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -145112.203125 Penalty: 3538.906006
	Iteration 2F: 3 clusters Score -145112.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -146021.812500 Penalty: 3538.906006
	Iteration 3F: 3 clusters Score -146021.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -146578.031250 Penalty: 3538.906006
	Iteration 4F: 3 clusters Score -146578 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -147005.703125 Penalty: 3538.906006
	Iteration 5F: 3 clusters Score -147005.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -147120.515625 Penalty: 3538.906006
	Iteration 6Q: 3 clusters Score -147120.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -147191.984375 Penalty: 3538.906006
	Iteration 7Q: 3 clusters Score -147192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -147243.859375 Penalty: 3538.906006
	Iteration 8Q: 3 clusters Score -147243.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -147283.390625 Penalty: 3538.906006
	Iteration 9Q: 3 clusters Score -147283.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -147302.937500 Penalty: 3538.906006
	Iteration 10Q: 3 clusters Score -147302.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -147304.703125 Penalty: 3538.906006
	Iteration 11Q: 3 clusters Score -147304.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -147307.687500 Penalty: 3538.906006
	Iteration 12Q: 3 clusters Score -147307.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -147311.062500 Penalty: 3538.906006
	Iteration 13Q: 3 clusters Score -147311.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -147319.843750 Penalty: 3538.906006
	Iteration 14Q: 3 clusters Score -147319.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -147338.125000 Penalty: 3538.906006
	Iteration 15Q: 3 clusters Score -147338.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -147342.921875 Penalty: 3538.906006
	Iteration 16Q: 3 clusters Score -147342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -147345.046875 Penalty: 3538.906006
	Iteration 17Q: 3 clusters Score -147345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -147348.125000 Penalty: 3538.906006
	Iteration 18Q: 3 clusters Score -147348.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -147348.125000 Penalty: 3538.906006
	Iteration 19F: 3 clusters Score -147348.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108473 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 44033 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30857 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11303 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8301 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 931 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 435 members 
Mstep: Class 31 contains 649 members 
Mstep: Class 32 contains 324 members 
Mstep: Class 33 contains 398 members 
Mstep: Class 34 contains 675 members 
Mstep: Class 35 contains 820 members 
Entering Unmasked Estep 
Score: -73852752.000000 Penalty: 115181.742188
Splitting cluster 30 changes total score from -73852704.000000 to -73852752.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 31 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -74193.429688 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -74193.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72628.757812 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -72628.76 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72895.273438 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -72895.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -73036.570312 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -73036.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -73115.523438 Penalty: 3211.814697
	Iteration 3Q: 3 clusters Score -73115.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73153.429688 Penalty: 3211.814697
	Iteration 4Q: 3 clusters Score -73153.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73177.984375 Penalty: 3211.814697
	Iteration 5Q: 3 clusters Score -73177.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -73183.421875 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -73183.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -73188.781250 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -73188.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -73197.304688 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -73197.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -73207.765625 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -73207.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73212.750000 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -73212.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73212.750000 Penalty: 3211.814697
	Iteration 11F: 3 clusters Score -73212.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14130 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108473 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 44033 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 21405 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30857 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11303 members 
Mstep: Class 19 contains 9968 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8301 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 931 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26729 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 435 members 
Mstep: Class 31 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852856.000000 Penalty: 115181.742188
Iteration 119Q: 36 clusters Score -7.385286e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14110 members 
Mstep: Class 3 contains 2792 members 
Mstep: Class 4 contains 108473 members 
Mstep: Class 5 contains 27010 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 44036 members 
Mstep: Class 8 contains 36587 members 
Mstep: Class 9 contains 358 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1224 members 
Mstep: Class 12 contains 5331 members 
Mstep: Class 13 contains 21399 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 30857 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 11297 members 
Mstep: Class 19 contains 9967 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8306 members 
Mstep: Class 22 contains 2345 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 922 members 
Mstep: Class 25 contains 448 members 
Mstep: Class 26 contains 26730 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 445 members 
Mstep: Class 31 contains 647 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 398 members 
Mstep: Class 34 contains 672 members 
Mstep: Class 35 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853320.000000 Penalty: 115181.742188
Iteration 120F: 36 clusters Score -7.385332e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 14100 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 108473 members 
Mstep: Class 5 contains 27008 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 44035 members 
Mstep: Class 8 contains 36584 members 
Mstep: Class 9 contains 356 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1240 members 
Mstep: Class 12 contains 5331 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 30858 members 
Mstep: Class 17 contains 4671 members 
Mstep: Class 18 contains 11285 members 
Mstep: Class 19 contains 9967 members 
Mstep: Class 20 contains 22945 members 
Mstep: Class 21 contains 8303 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 906 members 
Mstep: Class 25 contains 451 members 
Mstep: Class 26 contains 26731 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125981 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 461 members 
Mstep: Class 31 contains 653 members 
Mstep: Class 32 contains 324 members 
Mstep: Class 33 contains 415 members 
Mstep: Class 34 contains 672 members 
Mstep: Class 35 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853992.000000 Penalty: 115181.742188
Iteration 121Q: 36 clusters Score -7.385399e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 14097 members 
Mstep: Class 3 contains 2792 members 
Mstep: Class 4 contains 108470 members 
Mstep: Class 5 contains 27008 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 44025 members 
Mstep: Class 8 contains 36584 members 
Mstep: Class 9 contains 355 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1245 members 
Mstep: Class 12 contains 5328 members 
Mstep: Class 13 contains 21396 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 30859 members 
Mstep: Class 17 contains 4672 members 
Mstep: Class 18 contains 11274 members 
Mstep: Class 19 contains 9973 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8315 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 884 members 
Mstep: Class 25 contains 446 members 
Mstep: Class 26 contains 26728 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 490 members 
Mstep: Class 31 contains 662 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 421 members 
Mstep: Class 34 contains 665 members 
Mstep: Class 35 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73855176.000000 Penalty: 115181.742188
Iteration 122Q: 36 clusters Score -7.385518e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 14090 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108462 members 
Mstep: Class 5 contains 27009 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 44018 members 
Mstep: Class 8 contains 36584 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1250 members 
Mstep: Class 12 contains 5330 members 
Mstep: Class 13 contains 21395 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30860 members 
Mstep: Class 17 contains 4673 members 
Mstep: Class 18 contains 11265 members 
Mstep: Class 19 contains 9980 members 
Mstep: Class 20 contains 22945 members 
Mstep: Class 21 contains 8332 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 878 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26727 members 
Mstep: Class 27 contains 4728 members 
Mstep: Class 28 contains 125983 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 504 members 
Mstep: Class 31 contains 667 members 
Mstep: Class 32 contains 326 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73855856.000000 Penalty: 115181.742188
Iteration 123Q: 36 clusters Score -7.385586e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14093 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 108459 members 
Mstep: Class 5 contains 27009 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 44011 members 
Mstep: Class 8 contains 36582 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1252 members 
Mstep: Class 12 contains 5330 members 
Mstep: Class 13 contains 21395 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14281 members 
Mstep: Class 16 contains 30860 members 
Mstep: Class 17 contains 4674 members 
Mstep: Class 18 contains 11258 members 
Mstep: Class 19 contains 9984 members 
Mstep: Class 20 contains 22947 members 
Mstep: Class 21 contains 8348 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20080 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26723 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 125981 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 509 members 
Mstep: Class 31 contains 669 members 
Mstep: Class 32 contains 325 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 647 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73855816.000000 Penalty: 115181.742188
Iteration 124Q: 36 clusters Score -7.385582e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14093 members 
Mstep: Class 3 contains 2787 members 
Mstep: Class 4 contains 108461 members 
Mstep: Class 5 contains 27009 members 
Mstep: Class 6 contains 2508 members 
Mstep: Class 7 contains 44006 members 
Mstep: Class 8 contains 36582 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1256 members 
Mstep: Class 12 contains 5329 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30859 members 
Mstep: Class 17 contains 4676 members 
Mstep: Class 18 contains 11251 members 
Mstep: Class 19 contains 9985 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8361 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 879 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26720 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125981 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 510 members 
Mstep: Class 31 contains 670 members 
Mstep: Class 32 contains 325 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 646 members 
Mstep: Class 35 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73855864.000000 Penalty: 115181.742188
Iteration 125Q: 36 clusters Score -7.385586e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14095 members 
Mstep: Class 3 contains 2787 members 
Mstep: Class 4 contains 108454 members 
Mstep: Class 5 contains 27007 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 44006 members 
Mstep: Class 8 contains 36581 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1258 members 
Mstep: Class 12 contains 5328 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11246 members 
Mstep: Class 19 contains 9985 members 
Mstep: Class 20 contains 22946 members 
Mstep: Class 21 contains 8374 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20083 members 
Mstep: Class 24 contains 879 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26716 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 514 members 
Mstep: Class 31 contains 673 members 
Mstep: Class 32 contains 325 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 642 members 
Mstep: Class 35 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73855856.000000 Penalty: 115181.742188
Iteration 126Q: 36 clusters Score -7.385586e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14099 members 
Mstep: Class 3 contains 2786 members 
Mstep: Class 4 contains 108453 members 
Mstep: Class 5 contains 27004 members 
Mstep: Class 6 contains 2499 members 
Mstep: Class 7 contains 44011 members 
Mstep: Class 8 contains 36580 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1258 members 
Mstep: Class 12 contains 5328 members 
Mstep: Class 13 contains 21395 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 11239 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 22945 members 
Mstep: Class 21 contains 8384 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 879 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125983 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 516 members 
Mstep: Class 31 contains 674 members 
Mstep: Class 32 contains 325 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 640 members 
Mstep: Class 35 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73855784.000000 Penalty: 115181.742188
Iteration 127Q: 36 clusters Score -7.385578e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14102 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108454 members 
Mstep: Class 5 contains 27004 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 44016 members 
Mstep: Class 8 contains 36580 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1260 members 
Mstep: Class 12 contains 5328 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 11229 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 22943 members 
Mstep: Class 21 contains 8389 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 879 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26714 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125983 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 521 members 
Mstep: Class 31 contains 675 members 
Mstep: Class 32 contains 325 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 635 members 
Mstep: Class 35 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73855896.000000 Penalty: 115181.742188
Iteration 128Q: 36 clusters Score -7.38559e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108452 members 
Mstep: Class 5 contains 27003 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 44014 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 5327 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 11225 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 22943 members 
Mstep: Class 21 contains 8397 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20079 members 
Mstep: Class 24 contains 879 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26714 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125983 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 524 members 
Mstep: Class 31 contains 676 members 
Mstep: Class 32 contains 325 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 632 members 
Mstep: Class 35 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73855952.000000 Penalty: 115181.742188
Iteration 129Q: 36 clusters Score -7.385595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108451 members 
Mstep: Class 5 contains 27002 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 44015 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 11224 members 
Mstep: Class 19 contains 9985 members 
Mstep: Class 20 contains 22943 members 
Mstep: Class 21 contains 8400 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20079 members 
Mstep: Class 24 contains 879 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26714 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 526 members 
Mstep: Class 31 contains 676 members 
Mstep: Class 32 contains 325 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 630 members 
Mstep: Class 35 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856000.000000 Penalty: 115181.742188
Iteration 130Q: 36 clusters Score -7.3856e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108452 members 
Mstep: Class 5 contains 27001 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 44020 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4678 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 22943 members 
Mstep: Class 21 contains 8400 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20080 members 
Mstep: Class 24 contains 879 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26714 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125983 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 532 members 
Mstep: Class 31 contains 677 members 
Mstep: Class 32 contains 325 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 624 members 
Mstep: Class 35 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856160.000000 Penalty: 115181.742188
Iteration 131Q: 36 clusters Score -7.385616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108450 members 
Mstep: Class 5 contains 27001 members 
Mstep: Class 6 contains 2488 members 
Mstep: Class 7 contains 44023 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 19 contains 9985 members 
Mstep: Class 20 contains 22943 members 
Mstep: Class 21 contains 8400 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 879 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26713 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 539 members 
Mstep: Class 31 contains 677 members 
Mstep: Class 32 contains 326 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 617 members 
Mstep: Class 35 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856656.000000 Penalty: 115181.742188
Iteration 132Q: 36 clusters Score -7.385666e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108448 members 
Mstep: Class 5 contains 27001 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 44027 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4676 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 22943 members 
Mstep: Class 21 contains 8400 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 879 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26713 members 
Mstep: Class 27 contains 4727 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 542 members 
Mstep: Class 31 contains 677 members 
Mstep: Class 32 contains 325 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 615 members 
Mstep: Class 35 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856696.000000 Penalty: 115181.742188
Iteration 133Q: 36 clusters Score -7.38567e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108449 members 
Mstep: Class 5 contains 27001 members 
Mstep: Class 6 contains 2480 members 
Mstep: Class 7 contains 44032 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 22943 members 
Mstep: Class 21 contains 8400 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26713 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 543 members 
Mstep: Class 31 contains 677 members 
Mstep: Class 32 contains 325 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856720.000000 Penalty: 115181.742188
Iteration 134Q: 36 clusters Score -7.385672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108448 members 
Mstep: Class 5 contains 27001 members 
Mstep: Class 6 contains 2480 members 
Mstep: Class 7 contains 44033 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 22943 members 
Mstep: Class 21 contains 8400 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26713 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 543 members 
Mstep: Class 31 contains 677 members 
Mstep: Class 32 contains 325 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856696.000000 Penalty: 115181.742188
Iteration 135Q: 36 clusters Score -7.38567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108448 members 
Mstep: Class 5 contains 27001 members 
Mstep: Class 6 contains 2478 members 
Mstep: Class 7 contains 44035 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 22943 members 
Mstep: Class 21 contains 8400 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26713 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 543 members 
Mstep: Class 31 contains 677 members 
Mstep: Class 32 contains 325 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856712.000000 Penalty: 115181.742188
Iteration 136Q: 36 clusters Score -7.385671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108449 members 
Mstep: Class 5 contains 27001 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 44036 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 22943 members 
Mstep: Class 21 contains 8400 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26713 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 543 members 
Mstep: Class 31 contains 677 members 
Mstep: Class 32 contains 325 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856712.000000 Penalty: 115181.742188
Iteration 137Q: 36 clusters Score -7.385671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108449 members 
Mstep: Class 5 contains 27001 members 
Mstep: Class 6 contains 2477 members 
Mstep: Class 7 contains 44035 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 22943 members 
Mstep: Class 21 contains 8400 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26713 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 543 members 
Mstep: Class 31 contains 677 members 
Mstep: Class 32 contains 325 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856704.000000 Penalty: 115181.742188
Iteration 138Q: 36 clusters Score -7.38567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108449 members 
Mstep: Class 5 contains 27001 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 44036 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 22943 members 
Mstep: Class 21 contains 8400 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26713 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 543 members 
Mstep: Class 31 contains 677 members 
Mstep: Class 32 contains 325 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856704.000000 Penalty: 115181.742188
Iteration 139Q: 36 clusters Score -7.38567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108449 members 
Mstep: Class 5 contains 27001 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 44038 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 22943 members 
Mstep: Class 21 contains 8400 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26713 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 543 members 
Mstep: Class 31 contains 677 members 
Mstep: Class 32 contains 325 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856728.000000 Penalty: 115181.742188
Iteration 140F: 36 clusters Score -7.385673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108449 members 
Mstep: Class 5 contains 27001 members 
Mstep: Class 6 contains 2472 members 
Mstep: Class 7 contains 44040 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 22943 members 
Mstep: Class 21 contains 8400 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26713 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 547 members 
Mstep: Class 31 contains 677 members 
Mstep: Class 32 contains 321 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856752.000000 Penalty: 115181.742188
Iteration 141Q: 36 clusters Score -7.385675e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108448 members 
Mstep: Class 5 contains 27001 members 
Mstep: Class 6 contains 2472 members 
Mstep: Class 7 contains 44041 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11222 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 22945 members 
Mstep: Class 21 contains 8401 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26713 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 678 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856816.000000 Penalty: 115181.742188
Iteration 142Q: 36 clusters Score -7.385682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108448 members 
Mstep: Class 5 contains 27002 members 
Mstep: Class 6 contains 2471 members 
Mstep: Class 7 contains 44042 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1261 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30857 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11220 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 22945 members 
Mstep: Class 21 contains 8403 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26713 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 679 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 422 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856792.000000 Penalty: 115181.742188
Iteration 143Q: 36 clusters Score -7.385679e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14102 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108447 members 
Mstep: Class 5 contains 27002 members 
Mstep: Class 6 contains 2471 members 
Mstep: Class 7 contains 44044 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1253 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 21396 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11222 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 22945 members 
Mstep: Class 21 contains 8402 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26713 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5581 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 682 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856848.000000 Penalty: 115181.742188
Iteration 144Q: 36 clusters Score -7.385685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 14099 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108447 members 
Mstep: Class 5 contains 27001 members 
Mstep: Class 6 contains 2471 members 
Mstep: Class 7 contains 44044 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1251 members 
Mstep: Class 12 contains 5326 members 
Mstep: Class 13 contains 21396 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 22942 members 
Mstep: Class 21 contains 8404 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26713 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125986 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 690 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856888.000000 Penalty: 115181.742188
Iteration 145Q: 36 clusters Score -7.385689e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 14097 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108449 members 
Mstep: Class 5 contains 27000 members 
Mstep: Class 6 contains 2471 members 
Mstep: Class 7 contains 44040 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1250 members 
Mstep: Class 12 contains 5328 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11219 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 22936 members 
Mstep: Class 21 contains 8410 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26713 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5581 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 697 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856824.000000 Penalty: 115181.742188
Iteration 146Q: 36 clusters Score -7.385682e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14096 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108448 members 
Mstep: Class 5 contains 27000 members 
Mstep: Class 6 contains 2471 members 
Mstep: Class 7 contains 44036 members 
Mstep: Class 8 contains 36578 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18581 members 
Mstep: Class 11 contains 1250 members 
Mstep: Class 12 contains 5331 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30854 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11213 members 
Mstep: Class 19 contains 9987 members 
Mstep: Class 20 contains 22934 members 
Mstep: Class 21 contains 8420 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20079 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26714 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125983 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856808.000000 Penalty: 115181.742188
Iteration 147Q: 36 clusters Score -7.385681e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2789 members 
Mstep: Class 4 contains 108450 members 
Mstep: Class 5 contains 26999 members 
Mstep: Class 6 contains 2472 members 
Mstep: Class 7 contains 44029 members 
Mstep: Class 8 contains 36576 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1250 members 
Mstep: Class 12 contains 5335 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11207 members 
Mstep: Class 19 contains 9987 members 
Mstep: Class 20 contains 22932 members 
Mstep: Class 21 contains 8429 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20080 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26716 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125985 members 
Mstep: Class 29 contains 5581 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 703 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856800.000000 Penalty: 115181.742188
Iteration 148Q: 36 clusters Score -7.38568e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14089 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108453 members 
Mstep: Class 5 contains 26999 members 
Mstep: Class 6 contains 2470 members 
Mstep: Class 7 contains 44028 members 
Mstep: Class 8 contains 36575 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1250 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11202 members 
Mstep: Class 19 contains 9988 members 
Mstep: Class 20 contains 22932 members 
Mstep: Class 21 contains 8433 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125986 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 705 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856792.000000 Penalty: 115181.742188
Iteration 149Q: 36 clusters Score -7.385679e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14089 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108452 members 
Mstep: Class 5 contains 26999 members 
Mstep: Class 6 contains 2466 members 
Mstep: Class 7 contains 44034 members 
Mstep: Class 8 contains 36575 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1250 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11199 members 
Mstep: Class 19 contains 9989 members 
Mstep: Class 20 contains 22930 members 
Mstep: Class 21 contains 8434 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125986 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 706 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856808.000000 Penalty: 115181.742188
Iteration 150Q: 36 clusters Score -7.385681e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14092 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108449 members 
Mstep: Class 5 contains 26999 members 
Mstep: Class 6 contains 2465 members 
Mstep: Class 7 contains 44037 members 
Mstep: Class 8 contains 36575 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 5336 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11198 members 
Mstep: Class 19 contains 9990 members 
Mstep: Class 20 contains 22927 members 
Mstep: Class 21 contains 8436 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125986 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 708 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856824.000000 Penalty: 115181.742188
Iteration 151Q: 36 clusters Score -7.385682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14095 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108450 members 
Mstep: Class 5 contains 26999 members 
Mstep: Class 6 contains 2464 members 
Mstep: Class 7 contains 44038 members 
Mstep: Class 8 contains 36574 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 5336 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11197 members 
Mstep: Class 19 contains 9990 members 
Mstep: Class 20 contains 22926 members 
Mstep: Class 21 contains 8437 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20081 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125986 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 708 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856808.000000 Penalty: 115181.742188
Iteration 152Q: 36 clusters Score -7.385681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14096 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108449 members 
Mstep: Class 5 contains 26999 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 44040 members 
Mstep: Class 8 contains 36573 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11197 members 
Mstep: Class 19 contains 9990 members 
Mstep: Class 20 contains 22926 members 
Mstep: Class 21 contains 8438 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 708 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856824.000000 Penalty: 115181.742188
Iteration 153Q: 36 clusters Score -7.385682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14098 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108446 members 
Mstep: Class 5 contains 26999 members 
Mstep: Class 6 contains 2459 members 
Mstep: Class 7 contains 44046 members 
Mstep: Class 8 contains 36573 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11197 members 
Mstep: Class 19 contains 9990 members 
Mstep: Class 20 contains 22924 members 
Mstep: Class 21 contains 8438 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20082 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 708 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856824.000000 Penalty: 115181.742188
Iteration 154Q: 36 clusters Score -7.385682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14099 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108445 members 
Mstep: Class 5 contains 26999 members 
Mstep: Class 6 contains 2457 members 
Mstep: Class 7 contains 44048 members 
Mstep: Class 8 contains 36573 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11197 members 
Mstep: Class 19 contains 9990 members 
Mstep: Class 20 contains 22922 members 
Mstep: Class 21 contains 8439 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20083 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 708 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856776.000000 Penalty: 115181.742188
Iteration 155Q: 36 clusters Score -7.385678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108442 members 
Mstep: Class 5 contains 26999 members 
Mstep: Class 6 contains 2454 members 
Mstep: Class 7 contains 44053 members 
Mstep: Class 8 contains 36573 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11197 members 
Mstep: Class 19 contains 9990 members 
Mstep: Class 20 contains 22918 members 
Mstep: Class 21 contains 8440 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20084 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 709 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856776.000000 Penalty: 115181.742188
Iteration 156Q: 36 clusters Score -7.385678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108441 members 
Mstep: Class 5 contains 26999 members 
Mstep: Class 6 contains 2452 members 
Mstep: Class 7 contains 44056 members 
Mstep: Class 8 contains 36573 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11197 members 
Mstep: Class 19 contains 9990 members 
Mstep: Class 20 contains 22915 members 
Mstep: Class 21 contains 8440 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20085 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 710 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856792.000000 Penalty: 115181.742188
Iteration 157Q: 36 clusters Score -7.385679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108441 members 
Mstep: Class 5 contains 26999 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 44060 members 
Mstep: Class 8 contains 36573 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11197 members 
Mstep: Class 19 contains 9991 members 
Mstep: Class 20 contains 22914 members 
Mstep: Class 21 contains 8440 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20085 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 710 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856768.000000 Penalty: 115181.742188
Iteration 158Q: 36 clusters Score -7.385677e+07 nChanged 12
Entering ConstructFrom: 
Score: -73856768.000000 Penalty: 115181.742188
Entering ConstructFrom: 
Trying to split cluster 1 (2321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Entering Unmasked Estep 
Score: -296409.656250 Penalty: 1921.938843
	Iteration 0F: 2 clusters Score -296409.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -293589.687500 Penalty: 3843.877686
	Iteration 0F: 3 clusters Score -293589.7 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -294075.968750 Penalty: 3843.877686
	Iteration 1F: 3 clusters Score -294076 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -294182.250000 Penalty: 3843.877686
	Iteration 2F: 3 clusters Score -294182.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -294260.968750 Penalty: 3843.877686
	Iteration 3Q: 3 clusters Score -294261 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -294303.312500 Penalty: 3843.877686
	Iteration 4Q: 3 clusters Score -294303.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -294331.437500 Penalty: 3843.877686
	Iteration 5Q: 3 clusters Score -294331.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -294352.937500 Penalty: 3843.877686
	Iteration 6Q: 3 clusters Score -294352.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -294374.718750 Penalty: 3843.877686
	Iteration 7Q: 3 clusters Score -294374.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -294400.562500 Penalty: 3843.877686
	Iteration 8Q: 3 clusters Score -294400.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -294421.531250 Penalty: 3843.877686
	Iteration 9Q: 3 clusters Score -294421.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -294443.062500 Penalty: 3843.877686
	Iteration 10Q: 3 clusters Score -294443.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -294466.468750 Penalty: 3843.877686
	Iteration 11Q: 3 clusters Score -294466.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -294494.937500 Penalty: 3843.877686
	Iteration 12Q: 3 clusters Score -294494.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -294520.843750 Penalty: 3843.877686
	Iteration 13Q: 3 clusters Score -294520.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -294543.218750 Penalty: 3843.877686
	Iteration 14Q: 3 clusters Score -294543.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -294567.687500 Penalty: 3843.877686
	Iteration 15Q: 3 clusters Score -294567.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -294586.843750 Penalty: 3843.877686
	Iteration 16Q: 3 clusters Score -294586.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -294601.156250 Penalty: 3843.877686
	Iteration 17Q: 3 clusters Score -294601.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -294616.968750 Penalty: 3843.877686
	Iteration 18Q: 3 clusters Score -294617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -294634.000000 Penalty: 3843.877686
	Iteration 19Q: 3 clusters Score -294634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -294650.937500 Penalty: 3843.877686
	Iteration 20F: 3 clusters Score -294650.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -294664.031250 Penalty: 3843.877686
	Iteration 21Q: 3 clusters Score -294664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -294680.531250 Penalty: 3843.877686
	Iteration 22Q: 3 clusters Score -294680.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -294701.687500 Penalty: 3843.877686
	Iteration 23Q: 3 clusters Score -294701.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -294721.125000 Penalty: 3843.877686
	Iteration 24Q: 3 clusters Score -294721.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -294740.750000 Penalty: 3843.877686
	Iteration 25Q: 3 clusters Score -294740.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -294760.437500 Penalty: 3843.877686
	Iteration 26Q: 3 clusters Score -294760.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -294782.625000 Penalty: 3843.877686
	Iteration 27Q: 3 clusters Score -294782.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -294813.187500 Penalty: 3843.877686
	Iteration 28Q: 3 clusters Score -294813.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -294840.687500 Penalty: 3843.877686
	Iteration 29Q: 3 clusters Score -294840.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -294869.500000 Penalty: 3843.877686
	Iteration 30Q: 3 clusters Score -294869.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -294893.125000 Penalty: 3843.877686
	Iteration 31Q: 3 clusters Score -294893.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -294919.250000 Penalty: 3843.877686
	Iteration 32Q: 3 clusters Score -294919.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -294937.500000 Penalty: 3843.877686
	Iteration 33Q: 3 clusters Score -294937.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -294958.500000 Penalty: 3843.877686
	Iteration 34Q: 3 clusters Score -294958.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -294978.437500 Penalty: 3843.877686
	Iteration 35Q: 3 clusters Score -294978.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -294993.187500 Penalty: 3843.877686
	Iteration 36Q: 3 clusters Score -294993.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -295013.687500 Penalty: 3843.877686
	Iteration 37Q: 3 clusters Score -295013.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -295029.875000 Penalty: 3843.877686
	Iteration 38Q: 3 clusters Score -295029.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -295039.468750 Penalty: 3843.877686
	Iteration 39Q: 3 clusters Score -295039.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -295046.781250 Penalty: 3843.877686
	Iteration 40F: 3 clusters Score -295046.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -295049.906250 Penalty: 3843.877686
	Iteration 41Q: 3 clusters Score -295049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -295051.750000 Penalty: 3843.877686
	Iteration 42Q: 3 clusters Score -295051.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -295057.750000 Penalty: 3843.877686
	Iteration 43Q: 3 clusters Score -295057.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -295061.593750 Penalty: 3843.877686
	Iteration 44Q: 3 clusters Score -295061.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -295066.437500 Penalty: 3843.877686
	Iteration 45Q: 3 clusters Score -295066.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -295072.812500 Penalty: 3843.877686
	Iteration 46Q: 3 clusters Score -295072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -295075.093750 Penalty: 3843.877686
	Iteration 47Q: 3 clusters Score -295075.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -295075.750000 Penalty: 3843.877686
	Iteration 48Q: 3 clusters Score -295075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -295075.968750 Penalty: 3843.877686
	Iteration 49Q: 3 clusters Score -295076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -295075.968750 Penalty: 3843.877686
	Iteration 50F: 3 clusters Score -295076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Entering Unmasked Estep 
Score: -1707235.375000 Penalty: 2369.392090
	Iteration 0F: 2 clusters Score -1707235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1696953.375000 Penalty: 4738.784180
	Iteration 0F: 3 clusters Score -1696953 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1700417.125000 Penalty: 4738.784180
	Iteration 1F: 3 clusters Score -1700417 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1700939.625000 Penalty: 4738.784180
	Iteration 2F: 3 clusters Score -1700940 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1701472.500000 Penalty: 4738.784180
	Iteration 3F: 3 clusters Score -1701472 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1702081.875000 Penalty: 4738.784180
	Iteration 4F: 3 clusters Score -1702082 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1702699.625000 Penalty: 4738.784180
	Iteration 5F: 3 clusters Score -1702700 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1703337.750000 Penalty: 4738.784180
	Iteration 6F: 3 clusters Score -1703338 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1703945.125000 Penalty: 4738.784180
	Iteration 7F: 3 clusters Score -1703945 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1704424.125000 Penalty: 4738.784180
	Iteration 8F: 3 clusters Score -1704424 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1704783.500000 Penalty: 4738.784180
	Iteration 9Q: 3 clusters Score -1704784 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1704979.875000 Penalty: 4738.784180
	Iteration 10Q: 3 clusters Score -1704980 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1705108.875000 Penalty: 4738.784180
	Iteration 11Q: 3 clusters Score -1705109 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1705214.875000 Penalty: 4738.784180
	Iteration 12Q: 3 clusters Score -1705215 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1705300.125000 Penalty: 4738.784180
	Iteration 13Q: 3 clusters Score -1705300 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1705380.000000 Penalty: 4738.784180
	Iteration 14Q: 3 clusters Score -1705380 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1705461.875000 Penalty: 4738.784180
	Iteration 15Q: 3 clusters Score -1705462 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1705535.625000 Penalty: 4738.784180
	Iteration 16Q: 3 clusters Score -1705536 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1705604.125000 Penalty: 4738.784180
	Iteration 17Q: 3 clusters Score -1705604 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1705652.750000 Penalty: 4738.784180
	Iteration 18Q: 3 clusters Score -1705653 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1705683.625000 Penalty: 4738.784180
	Iteration 19Q: 3 clusters Score -1705684 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1705719.000000 Penalty: 4738.784180
	Iteration 20F: 3 clusters Score -1705719 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1705737.500000 Penalty: 4738.784180
	Iteration 21Q: 3 clusters Score -1705738 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1705750.750000 Penalty: 4738.784180
	Iteration 22Q: 3 clusters Score -1705751 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1705766.500000 Penalty: 4738.784180
	Iteration 23Q: 3 clusters Score -1705766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1705778.000000 Penalty: 4738.784180
	Iteration 24Q: 3 clusters Score -1705778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1705788.500000 Penalty: 4738.784180
	Iteration 25Q: 3 clusters Score -1705788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1705794.375000 Penalty: 4738.784180
	Iteration 26Q: 3 clusters Score -1705794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1705800.125000 Penalty: 4738.784180
	Iteration 27Q: 3 clusters Score -1705800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1705806.500000 Penalty: 4738.784180
	Iteration 28Q: 3 clusters Score -1705806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1705811.125000 Penalty: 4738.784180
	Iteration 29Q: 3 clusters Score -1705811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1705810.250000 Penalty: 4738.784180
	Iteration 30Q: 3 clusters Score -1705810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1705820.750000 Penalty: 4738.784180
	Iteration 31Q: 3 clusters Score -1705821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1705818.500000 Penalty: 4738.784180
	Iteration 32Q: 3 clusters Score -1705818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1705823.125000 Penalty: 4738.784180
	Iteration 33Q: 3 clusters Score -1705823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1705822.625000 Penalty: 4738.784180
	Iteration 34Q: 3 clusters Score -1705823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1705830.000000 Penalty: 4738.784180
	Iteration 35Q: 3 clusters Score -1705830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1705831.000000 Penalty: 4738.784180
	Iteration 36Q: 3 clusters Score -1705831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1705830.125000 Penalty: 4738.784180
	Iteration 37Q: 3 clusters Score -1705830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1705833.500000 Penalty: 4738.784180
	Iteration 38Q: 3 clusters Score -1705834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1705835.500000 Penalty: 4738.784180
	Iteration 39Q: 3 clusters Score -1705836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1705831.750000 Penalty: 4738.784180
	Iteration 40F: 3 clusters Score -1705832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1705830.625000 Penalty: 4738.784180
	Iteration 41Q: 3 clusters Score -1705831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1705828.250000 Penalty: 4738.784180
	Iteration 42Q: 3 clusters Score -1705828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1705826.375000 Penalty: 4738.784180
	Iteration 43Q: 3 clusters Score -1705826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1705828.625000 Penalty: 4738.784180
	Iteration 44Q: 3 clusters Score -1705829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1705829.000000 Penalty: 4738.784180
	Iteration 45Q: 3 clusters Score -1705829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1705831.000000 Penalty: 4738.784180
	Iteration 46Q: 3 clusters Score -1705831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1705831.750000 Penalty: 4738.784180
	Iteration 47Q: 3 clusters Score -1705832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1705833.875000 Penalty: 4738.784180
	Iteration 48Q: 3 clusters Score -1705834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1705833.625000 Penalty: 4738.784180
	Iteration 49Q: 3 clusters Score -1705834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1705835.625000 Penalty: 4738.784180
	Iteration 50Q: 3 clusters Score -1705836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1705834.375000 Penalty: 4738.784180
	Iteration 51Q: 3 clusters Score -1705834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1705833.250000 Penalty: 4738.784180
	Iteration 52Q: 3 clusters Score -1705833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1705836.750000 Penalty: 4738.784180
	Iteration 53Q: 3 clusters Score -1705837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1705836.750000 Penalty: 4738.784180
	Iteration 54F: 3 clusters Score -1705837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Entering Unmasked Estep 
Score: -340746.062500 Penalty: 1967.581665
	Iteration 0F: 2 clusters Score -340746.1 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 1355 members 
Entering Unmasked Estep 
Score: -337683.875000 Penalty: 3935.163330
	Iteration 0F: 3 clusters Score -337683.9 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -338329.625000 Penalty: 3935.163330
	Iteration 1F: 3 clusters Score -338329.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -338526.125000 Penalty: 3935.163330
	Iteration 2F: 3 clusters Score -338526.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -338639.375000 Penalty: 3935.163330
	Iteration 3F: 3 clusters Score -338639.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -338728.375000 Penalty: 3935.163330
	Iteration 4Q: 3 clusters Score -338728.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -338798.531250 Penalty: 3935.163330
	Iteration 5Q: 3 clusters Score -338798.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -338881.062500 Penalty: 3935.163330
	Iteration 6Q: 3 clusters Score -338881.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -338960.656250 Penalty: 3935.163330
	Iteration 7Q: 3 clusters Score -338960.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -339060.000000 Penalty: 3935.163330
	Iteration 8Q: 3 clusters Score -339060 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -339153.625000 Penalty: 3935.163330
	Iteration 9Q: 3 clusters Score -339153.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -339243.125000 Penalty: 3935.163330
	Iteration 10Q: 3 clusters Score -339243.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -339353.125000 Penalty: 3935.163330
	Iteration 11Q: 3 clusters Score -339353.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -339451.875000 Penalty: 3935.163330
	Iteration 12Q: 3 clusters Score -339451.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -339577.625000 Penalty: 3935.163330
	Iteration 13Q: 3 clusters Score -339577.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -339694.968750 Penalty: 3935.163330
	Iteration 14Q: 3 clusters Score -339695 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -339818.625000 Penalty: 3935.163330
	Iteration 15Q: 3 clusters Score -339818.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -339923.531250 Penalty: 3935.163330
	Iteration 16Q: 3 clusters Score -339923.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -340017.562500 Penalty: 3935.163330
	Iteration 17Q: 3 clusters Score -340017.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -340082.625000 Penalty: 3935.163330
	Iteration 18Q: 3 clusters Score -340082.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -340128.156250 Penalty: 3935.163330
	Iteration 19Q: 3 clusters Score -340128.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -340162.375000 Penalty: 3935.163330
	Iteration 20F: 3 clusters Score -340162.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -340174.500000 Penalty: 3935.163330
	Iteration 21Q: 3 clusters Score -340174.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -340186.437500 Penalty: 3935.163330
	Iteration 22Q: 3 clusters Score -340186.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -340194.843750 Penalty: 3935.163330
	Iteration 23Q: 3 clusters Score -340194.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -340201.843750 Penalty: 3935.163330
	Iteration 24Q: 3 clusters Score -340201.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -340207.000000 Penalty: 3935.163330
	Iteration 25Q: 3 clusters Score -340207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -340209.843750 Penalty: 3935.163330
	Iteration 26Q: 3 clusters Score -340209.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -340214.281250 Penalty: 3935.163330
	Iteration 27Q: 3 clusters Score -340214.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -340218.531250 Penalty: 3935.163330
	Iteration 28Q: 3 clusters Score -340218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -340219.968750 Penalty: 3935.163330
	Iteration 29Q: 3 clusters Score -340220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -340223.781250 Penalty: 3935.163330
	Iteration 30Q: 3 clusters Score -340223.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -340229.750000 Penalty: 3935.163330
	Iteration 31Q: 3 clusters Score -340229.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -340239.437500 Penalty: 3935.163330
	Iteration 32Q: 3 clusters Score -340239.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -340255.000000 Penalty: 3935.163330
	Iteration 33Q: 3 clusters Score -340255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -340266.562500 Penalty: 3935.163330
	Iteration 34Q: 3 clusters Score -340266.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -340277.468750 Penalty: 3935.163330
	Iteration 35Q: 3 clusters Score -340277.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -340284.406250 Penalty: 3935.163330
	Iteration 36Q: 3 clusters Score -340284.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -340287.531250 Penalty: 3935.163330
	Iteration 37Q: 3 clusters Score -340287.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -340294.875000 Penalty: 3935.163330
	Iteration 38Q: 3 clusters Score -340294.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -340299.562500 Penalty: 3935.163330
	Iteration 39Q: 3 clusters Score -340299.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -340304.937500 Penalty: 3935.163330
	Iteration 40F: 3 clusters Score -340304.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -340306.343750 Penalty: 3935.163330
	Iteration 41Q: 3 clusters Score -340306.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -340307.218750 Penalty: 3935.163330
	Iteration 42Q: 3 clusters Score -340307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -340308.218750 Penalty: 3935.163330
	Iteration 43Q: 3 clusters Score -340308.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -340309.437500 Penalty: 3935.163330
	Iteration 44Q: 3 clusters Score -340309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -340310.250000 Penalty: 3935.163330
	Iteration 45Q: 3 clusters Score -340310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -340311.000000 Penalty: 3935.163330
	Iteration 46Q: 3 clusters Score -340311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -340311.343750 Penalty: 3935.163330
	Iteration 47Q: 3 clusters Score -340311.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -340312.312500 Penalty: 3935.163330
	Iteration 48Q: 3 clusters Score -340312.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -340312.312500 Penalty: 3935.163330
	Iteration 49F: 3 clusters Score -340312.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (108439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108439 members 
Entering Unmasked Estep 
Score: -14225593.000000 Penalty: 2875.297852
	Iteration 0F: 2 clusters Score -1.422559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -14153238.000000 Penalty: 5750.595703
	Iteration 0F: 3 clusters Score -1.415324e+07 nChanged 51450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -14182803.000000 Penalty: 5750.595703
	Iteration 1F: 3 clusters Score -1.41828e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -14184212.000000 Penalty: 5750.595703
	Iteration 2Q: 3 clusters Score -1.418421e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -14186117.000000 Penalty: 5750.595703
	Iteration 3Q: 3 clusters Score -1.418612e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 57418 members 
Entering Unmasked Estep 
Score: -14188894.000000 Penalty: 5750.595703
	Iteration 4F: 3 clusters Score -1.418889e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 59429 members 
Entering Unmasked Estep 
Score: -14192244.000000 Penalty: 5750.595703
	Iteration 5F: 3 clusters Score -1.419224e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -14195901.000000 Penalty: 5750.595703
	Iteration 6F: 3 clusters Score -1.41959e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 63878 members 
Entering Unmasked Estep 
Score: -14198875.000000 Penalty: 5750.595703
	Iteration 7F: 3 clusters Score -1.419888e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -14200992.000000 Penalty: 5750.595703
	Iteration 8F: 3 clusters Score -1.420099e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 68397 members 
Entering Unmasked Estep 
Score: -14202518.000000 Penalty: 5750.595703
	Iteration 9Q: 3 clusters Score -1.420252e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 70801 members 
Entering Unmasked Estep 
Score: -14203611.000000 Penalty: 5750.595703
	Iteration 10Q: 3 clusters Score -1.420361e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -14204606.000000 Penalty: 5750.595703
	Iteration 11Q: 3 clusters Score -1.420461e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 76256 members 
Entering Unmasked Estep 
Score: -14205628.000000 Penalty: 5750.595703
	Iteration 12Q: 3 clusters Score -1.420563e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -14206702.000000 Penalty: 5750.595703
	Iteration 13Q: 3 clusters Score -1.42067e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 82874 members 
Entering Unmasked Estep 
Score: -14208173.000000 Penalty: 5750.595703
	Iteration 14Q: 3 clusters Score -1.420817e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 86511 members 
Entering Unmasked Estep 
Score: -14209767.000000 Penalty: 5750.595703
	Iteration 15Q: 3 clusters Score -1.420977e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 90326 members 
Entering Unmasked Estep 
Score: -14211790.000000 Penalty: 5750.595703
	Iteration 16Q: 3 clusters Score -1.421179e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 94183 members 
Entering Unmasked Estep 
Score: -14213979.000000 Penalty: 5750.595703
	Iteration 17Q: 3 clusters Score -1.421398e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 97739 members 
Entering Unmasked Estep 
Score: -14216165.000000 Penalty: 5750.595703
	Iteration 18Q: 3 clusters Score -1.421616e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 100883 members 
Entering Unmasked Estep 
Score: -14218230.000000 Penalty: 5750.595703
	Iteration 19Q: 3 clusters Score -1.421823e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 103346 members 
Entering Unmasked Estep 
Score: -14219854.000000 Penalty: 5750.595703
	Iteration 20F: 3 clusters Score -1.421985e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 105138 members 
Entering Unmasked Estep 
Score: -14221011.000000 Penalty: 5750.595703
	Iteration 21Q: 3 clusters Score -1.422101e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 106265 members 
Entering Unmasked Estep 
Score: -14221763.000000 Penalty: 5750.595703
	Iteration 22Q: 3 clusters Score -1.422176e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 106943 members 
Entering Unmasked Estep 
Score: -14222242.000000 Penalty: 5750.595703
	Iteration 23Q: 3 clusters Score -1.422224e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 107350 members 
Entering Unmasked Estep 
Score: -14222556.000000 Penalty: 5750.595703
	Iteration 24Q: 3 clusters Score -1.422256e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 107571 members 
Entering Unmasked Estep 
Score: -14222729.000000 Penalty: 5750.595703
	Iteration 25Q: 3 clusters Score -1.422273e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 107706 members 
Entering Unmasked Estep 
Score: -14222853.000000 Penalty: 5750.595703
	Iteration 26Q: 3 clusters Score -1.422285e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 107807 members 
Entering Unmasked Estep 
Score: -14222949.000000 Penalty: 5750.595703
	Iteration 27Q: 3 clusters Score -1.422295e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 107873 members 
Entering Unmasked Estep 
Score: -14223009.000000 Penalty: 5750.595703
	Iteration 28Q: 3 clusters Score -1.422301e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 107915 members 
Entering Unmasked Estep 
Score: -14223050.000000 Penalty: 5750.595703
	Iteration 29Q: 3 clusters Score -1.422305e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 107936 members 
Entering Unmasked Estep 
Score: -14223097.000000 Penalty: 5750.595703
	Iteration 30Q: 3 clusters Score -1.42231e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 107954 members 
Entering Unmasked Estep 
Score: -14223106.000000 Penalty: 5750.595703
	Iteration 31Q: 3 clusters Score -1.422311e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 107964 members 
Entering Unmasked Estep 
Score: -14223138.000000 Penalty: 5750.595703
	Iteration 32Q: 3 clusters Score -1.422314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 107967 members 
Entering Unmasked Estep 
Score: -14223136.000000 Penalty: 5750.595703
	Iteration 33Q: 3 clusters Score -1.422314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 107970 members 
Entering Unmasked Estep 
Score: -14223151.000000 Penalty: 5750.595703
	Iteration 34Q: 3 clusters Score -1.422315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 107972 members 
Entering Unmasked Estep 
Score: -14223148.000000 Penalty: 5750.595703
	Iteration 35Q: 3 clusters Score -1.422315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 107972 members 
Entering Unmasked Estep 
Score: -14223136.000000 Penalty: 5750.595703
	Iteration 36Q: 3 clusters Score -1.422314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 107971 members 
Entering Unmasked Estep 
Score: -14223151.000000 Penalty: 5750.595703
	Iteration 37Q: 3 clusters Score -1.422315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 107973 members 
Entering Unmasked Estep 
Score: -14223148.000000 Penalty: 5750.595703
	Iteration 38Q: 3 clusters Score -1.422315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 107975 members 
Entering Unmasked Estep 
Score: -14223147.000000 Penalty: 5750.595703
	Iteration 39Q: 3 clusters Score -1.422315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 107976 members 
Entering Unmasked Estep 
Score: -14223152.000000 Penalty: 5750.595703
	Iteration 40F: 3 clusters Score -1.422315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 107975 members 
Entering Unmasked Estep 
Score: -14223154.000000 Penalty: 5750.595703
	Iteration 41Q: 3 clusters Score -1.422315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 107974 members 
Entering Unmasked Estep 
Score: -14223155.000000 Penalty: 5750.595703
	Iteration 42Q: 3 clusters Score -1.422316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 107974 members 
Entering Unmasked Estep 
Score: -14223157.000000 Penalty: 5750.595703
	Iteration 43Q: 3 clusters Score -1.422316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 107975 members 
Entering Unmasked Estep 
Score: -14223154.000000 Penalty: 5750.595703
	Iteration 44Q: 3 clusters Score -1.422315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 107977 members 
Entering Unmasked Estep 
Score: -14223164.000000 Penalty: 5750.595703
	Iteration 45Q: 3 clusters Score -1.422316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 107979 members 
Entering Unmasked Estep 
Score: -14223162.000000 Penalty: 5750.595703
	Iteration 46Q: 3 clusters Score -1.422316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 107979 members 
Entering Unmasked Estep 
Score: -14223175.000000 Penalty: 5750.595703
	Iteration 47Q: 3 clusters Score -1.422318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 107977 members 
Entering Unmasked Estep 
Score: -14223165.000000 Penalty: 5750.595703
	Iteration 48Q: 3 clusters Score -1.422316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 107978 members 
Entering Unmasked Estep 
Score: -14223155.000000 Penalty: 5750.595703
	Iteration 49Q: 3 clusters Score -1.422316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 107979 members 
Entering Unmasked Estep 
Score: -14223175.000000 Penalty: 5750.595703
	Iteration 50Q: 3 clusters Score -1.422318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 107981 members 
Entering Unmasked Estep 
Score: -14223165.000000 Penalty: 5750.595703
	Iteration 51Q: 3 clusters Score -1.422316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 107982 members 
Entering Unmasked Estep 
Score: -14223164.000000 Penalty: 5750.595703
	Iteration 52Q: 3 clusters Score -1.422316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 107983 members 
Entering Unmasked Estep 
Score: -14223176.000000 Penalty: 5750.595703
	Iteration 53Q: 3 clusters Score -1.422318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 107984 members 
Entering Unmasked Estep 
Score: -14223180.000000 Penalty: 5750.595703
	Iteration 54Q: 3 clusters Score -1.422318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 107985 members 
Entering Unmasked Estep 
Score: -14223181.000000 Penalty: 5750.595703
	Iteration 55Q: 3 clusters Score -1.422318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 107987 members 
Entering Unmasked Estep 
Score: -14223186.000000 Penalty: 5750.595703
	Iteration 56Q: 3 clusters Score -1.422319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 107986 members 
Entering Unmasked Estep 
Score: -14223181.000000 Penalty: 5750.595703
	Iteration 57Q: 3 clusters Score -1.422318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 107985 members 
Entering Unmasked Estep 
Score: -14223178.000000 Penalty: 5750.595703
	Iteration 58Q: 3 clusters Score -1.422318e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 107985 members 
Entering Unmasked Estep 
Score: -14223178.000000 Penalty: 5750.595703
	Iteration 59F: 3 clusters Score -1.422318e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Entering Unmasked Estep 
Score: -3598862.750000 Penalty: 2530.472412
	Iteration 0F: 2 clusters Score -3598863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3580330.250000 Penalty: 5060.944824
	Iteration 0F: 3 clusters Score -3580330 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3586839.000000 Penalty: 5060.944824
	Iteration 1F: 3 clusters Score -3586839 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3587373.750000 Penalty: 5060.944824
	Iteration 2F: 3 clusters Score -3587374 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3587913.250000 Penalty: 5060.944824
	Iteration 3Q: 3 clusters Score -3587913 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3588449.250000 Penalty: 5060.944824
	Iteration 4Q: 3 clusters Score -3588449 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -3589131.250000 Penalty: 5060.944824
	Iteration 5F: 3 clusters Score -3589131 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -3590142.500000 Penalty: 5060.944824
	Iteration 6F: 3 clusters Score -3590142 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -3591441.750000 Penalty: 5060.944824
	Iteration 7F: 3 clusters Score -3591442 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3592811.500000 Penalty: 5060.944824
	Iteration 8F: 3 clusters Score -3592812 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -3593918.500000 Penalty: 5060.944824
	Iteration 9F: 3 clusters Score -3593918 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3594779.000000 Penalty: 5060.944824
	Iteration 10F: 3 clusters Score -3594779 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3595259.000000 Penalty: 5060.944824
	Iteration 11Q: 3 clusters Score -3595259 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3595528.250000 Penalty: 5060.944824
	Iteration 12Q: 3 clusters Score -3595528 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -3595696.500000 Penalty: 5060.944824
	Iteration 13Q: 3 clusters Score -3595696 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3595773.000000 Penalty: 5060.944824
	Iteration 14Q: 3 clusters Score -3595773 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -3595811.500000 Penalty: 5060.944824
	Iteration 15Q: 3 clusters Score -3595812 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -3595847.500000 Penalty: 5060.944824
	Iteration 16Q: 3 clusters Score -3595848 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -3595873.750000 Penalty: 5060.944824
	Iteration 17Q: 3 clusters Score -3595874 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3595893.750000 Penalty: 5060.944824
	Iteration 18Q: 3 clusters Score -3595894 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -3595901.750000 Penalty: 5060.944824
	Iteration 19Q: 3 clusters Score -3595902 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -3595928.250000 Penalty: 5060.944824
	Iteration 20F: 3 clusters Score -3595928 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3595941.500000 Penalty: 5060.944824
	Iteration 21Q: 3 clusters Score -3595942 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -3595935.500000 Penalty: 5060.944824
	Iteration 22Q: 3 clusters Score -3595936 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -3595962.000000 Penalty: 5060.944824
	Iteration 23Q: 3 clusters Score -3595962 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3595960.000000 Penalty: 5060.944824
	Iteration 24Q: 3 clusters Score -3595960 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3595969.000000 Penalty: 5060.944824
	Iteration 25Q: 3 clusters Score -3595969 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -3595981.750000 Penalty: 5060.944824
	Iteration 26Q: 3 clusters Score -3595982 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -3596006.000000 Penalty: 5060.944824
	Iteration 27Q: 3 clusters Score -3596006 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3596024.750000 Penalty: 5060.944824
	Iteration 28Q: 3 clusters Score -3596025 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -3596022.750000 Penalty: 5060.944824
	Iteration 29Q: 3 clusters Score -3596023 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3596050.500000 Penalty: 5060.944824
	Iteration 30Q: 3 clusters Score -3596050 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -3596070.500000 Penalty: 5060.944824
	Iteration 31Q: 3 clusters Score -3596070 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3596072.000000 Penalty: 5060.944824
	Iteration 32Q: 3 clusters Score -3596072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -3596087.750000 Penalty: 5060.944824
	Iteration 33Q: 3 clusters Score -3596088 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -3596102.750000 Penalty: 5060.944824
	Iteration 34Q: 3 clusters Score -3596103 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -3596105.750000 Penalty: 5060.944824
	Iteration 35Q: 3 clusters Score -3596106 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -3596116.000000 Penalty: 5060.944824
	Iteration 36Q: 3 clusters Score -3596116 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3596121.000000 Penalty: 5060.944824
	Iteration 37Q: 3 clusters Score -3596121 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3596124.000000 Penalty: 5060.944824
	Iteration 38Q: 3 clusters Score -3596124 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3596143.250000 Penalty: 5060.944824
	Iteration 39Q: 3 clusters Score -3596143 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3596163.500000 Penalty: 5060.944824
	Iteration 40F: 3 clusters Score -3596164 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3596172.000000 Penalty: 5060.944824
	Iteration 41Q: 3 clusters Score -3596172 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -3596179.250000 Penalty: 5060.944824
	Iteration 42Q: 3 clusters Score -3596179 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3596181.250000 Penalty: 5060.944824
	Iteration 43Q: 3 clusters Score -3596181 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -3596198.500000 Penalty: 5060.944824
	Iteration 44Q: 3 clusters Score -3596198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3596212.000000 Penalty: 5060.944824
	Iteration 45Q: 3 clusters Score -3596212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3596212.250000 Penalty: 5060.944824
	Iteration 46Q: 3 clusters Score -3596212 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3596220.750000 Penalty: 5060.944824
	Iteration 47Q: 3 clusters Score -3596221 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3596249.250000 Penalty: 5060.944824
	Iteration 48Q: 3 clusters Score -3596249 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -3596262.750000 Penalty: 5060.944824
	Iteration 49Q: 3 clusters Score -3596263 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3596278.750000 Penalty: 5060.944824
	Iteration 50Q: 3 clusters Score -3596279 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -3596304.750000 Penalty: 5060.944824
	Iteration 51Q: 3 clusters Score -3596305 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -3596304.500000 Penalty: 5060.944824
	Iteration 52Q: 3 clusters Score -3596304 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3596333.750000 Penalty: 5060.944824
	Iteration 53Q: 3 clusters Score -3596334 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3596349.000000 Penalty: 5060.944824
	Iteration 54Q: 3 clusters Score -3596349 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3596371.500000 Penalty: 5060.944824
	Iteration 55Q: 3 clusters Score -3596372 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3596391.250000 Penalty: 5060.944824
	Iteration 56Q: 3 clusters Score -3596391 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3596396.000000 Penalty: 5060.944824
	Iteration 57Q: 3 clusters Score -3596396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3596420.500000 Penalty: 5060.944824
	Iteration 58Q: 3 clusters Score -3596420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3596428.750000 Penalty: 5060.944824
	Iteration 59Q: 3 clusters Score -3596429 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3596442.500000 Penalty: 5060.944824
	Iteration 60F: 3 clusters Score -3596442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3596460.500000 Penalty: 5060.944824
	Iteration 61Q: 3 clusters Score -3596460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3596473.750000 Penalty: 5060.944824
	Iteration 62Q: 3 clusters Score -3596474 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3596488.250000 Penalty: 5060.944824
	Iteration 63Q: 3 clusters Score -3596488 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3596498.250000 Penalty: 5060.944824
	Iteration 64Q: 3 clusters Score -3596498 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3596527.750000 Penalty: 5060.944824
	Iteration 65Q: 3 clusters Score -3596528 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3596548.000000 Penalty: 5060.944824
	Iteration 66Q: 3 clusters Score -3596548 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3596571.750000 Penalty: 5060.944824
	Iteration 67Q: 3 clusters Score -3596572 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3596578.250000 Penalty: 5060.944824
	Iteration 68Q: 3 clusters Score -3596578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3596604.250000 Penalty: 5060.944824
	Iteration 69Q: 3 clusters Score -3596604 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3596623.250000 Penalty: 5060.944824
	Iteration 70Q: 3 clusters Score -3596623 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3596633.750000 Penalty: 5060.944824
	Iteration 71Q: 3 clusters Score -3596634 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3596664.750000 Penalty: 5060.944824
	Iteration 72Q: 3 clusters Score -3596665 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3596677.000000 Penalty: 5060.944824
	Iteration 73Q: 3 clusters Score -3596677 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3596716.000000 Penalty: 5060.944824
	Iteration 74Q: 3 clusters Score -3596716 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3596739.750000 Penalty: 5060.944824
	Iteration 75Q: 3 clusters Score -3596740 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3596753.750000 Penalty: 5060.944824
	Iteration 76Q: 3 clusters Score -3596754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3596768.500000 Penalty: 5060.944824
	Iteration 77Q: 3 clusters Score -3596768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3596782.000000 Penalty: 5060.944824
	Iteration 78Q: 3 clusters Score -3596782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3596790.250000 Penalty: 5060.944824
	Iteration 79Q: 3 clusters Score -3596790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3596805.000000 Penalty: 5060.944824
	Iteration 80F: 3 clusters Score -3596805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3596810.250000 Penalty: 5060.944824
	Iteration 81Q: 3 clusters Score -3596810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3596820.500000 Penalty: 5060.944824
	Iteration 82Q: 3 clusters Score -3596820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3596826.000000 Penalty: 5060.944824
	Iteration 83Q: 3 clusters Score -3596826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3596829.750000 Penalty: 5060.944824
	Iteration 84Q: 3 clusters Score -3596830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3596834.000000 Penalty: 5060.944824
	Iteration 85Q: 3 clusters Score -3596834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3596833.750000 Penalty: 5060.944824
	Iteration 86Q: 3 clusters Score -3596834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3596842.000000 Penalty: 5060.944824
	Iteration 87Q: 3 clusters Score -3596842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3596841.250000 Penalty: 5060.944824
	Iteration 88Q: 3 clusters Score -3596841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3596847.750000 Penalty: 5060.944824
	Iteration 89Q: 3 clusters Score -3596848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3596863.500000 Penalty: 5060.944824
	Iteration 90Q: 3 clusters Score -3596864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3596868.750000 Penalty: 5060.944824
	Iteration 91Q: 3 clusters Score -3596869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3596872.000000 Penalty: 5060.944824
	Iteration 92Q: 3 clusters Score -3596872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3596872.750000 Penalty: 5060.944824
	Iteration 93Q: 3 clusters Score -3596873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3596885.500000 Penalty: 5060.944824
	Iteration 94Q: 3 clusters Score -3596886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3596897.000000 Penalty: 5060.944824
	Iteration 95Q: 3 clusters Score -3596897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3596898.250000 Penalty: 5060.944824
	Iteration 96Q: 3 clusters Score -3596898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3596897.250000 Penalty: 5060.944824
	Iteration 97Q: 3 clusters Score -3596897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3596900.750000 Penalty: 5060.944824
	Iteration 98Q: 3 clusters Score -3596901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3596903.500000 Penalty: 5060.944824
	Iteration 99Q: 3 clusters Score -3596904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3596912.750000 Penalty: 5060.944824
	Iteration 100F: 3 clusters Score -3596913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3596913.250000 Penalty: 5060.944824
	Iteration 101Q: 3 clusters Score -3596913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3596916.500000 Penalty: 5060.944824
	Iteration 102Q: 3 clusters Score -3596916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3596918.250000 Penalty: 5060.944824
	Iteration 103Q: 3 clusters Score -3596918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3596921.250000 Penalty: 5060.944824
	Iteration 104Q: 3 clusters Score -3596921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3596924.500000 Penalty: 5060.944824
	Iteration 105Q: 3 clusters Score -3596924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3596925.500000 Penalty: 5060.944824
	Iteration 106Q: 3 clusters Score -3596926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3596929.000000 Penalty: 5060.944824
	Iteration 107Q: 3 clusters Score -3596929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3596928.500000 Penalty: 5060.944824
	Iteration 108Q: 3 clusters Score -3596928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3596932.250000 Penalty: 5060.944824
	Iteration 109Q: 3 clusters Score -3596932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3596929.000000 Penalty: 5060.944824
	Iteration 110Q: 3 clusters Score -3596929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3596925.250000 Penalty: 5060.944824
	Iteration 111Q: 3 clusters Score -3596925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3596922.750000 Penalty: 5060.944824
	Iteration 112Q: 3 clusters Score -3596923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3596930.750000 Penalty: 5060.944824
	Iteration 113Q: 3 clusters Score -3596931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3596935.500000 Penalty: 5060.944824
	Iteration 114Q: 3 clusters Score -3596936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3596935.500000 Penalty: 5060.944824
	Iteration 115Q: 3 clusters Score -3596936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3596929.000000 Penalty: 5060.944824
	Iteration 116Q: 3 clusters Score -3596929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3596924.250000 Penalty: 5060.944824
	Iteration 117Q: 3 clusters Score -3596924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3596926.750000 Penalty: 5060.944824
	Iteration 118Q: 3 clusters Score -3596927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3596934.250000 Penalty: 5060.944824
	Iteration 119Q: 3 clusters Score -3596934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3596935.500000 Penalty: 5060.944824
	Iteration 120F: 3 clusters Score -3596936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3596937.250000 Penalty: 5060.944824
	Iteration 121Q: 3 clusters Score -3596937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3596937.000000 Penalty: 5060.944824
	Iteration 122Q: 3 clusters Score -3596937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3596942.500000 Penalty: 5060.944824
	Iteration 123Q: 3 clusters Score -3596942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3596944.250000 Penalty: 5060.944824
	Iteration 124Q: 3 clusters Score -3596944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3596944.500000 Penalty: 5060.944824
	Iteration 125Q: 3 clusters Score -3596944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3596942.250000 Penalty: 5060.944824
	Iteration 126Q: 3 clusters Score -3596942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3596942.250000 Penalty: 5060.944824
	Iteration 127F: 3 clusters Score -3596942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Entering Unmasked Estep 
Score: -339481.468750 Penalty: 1934.846436
	Iteration 0F: 2 clusters Score -339481.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -336563.312500 Penalty: 3869.692871
	Iteration 0F: 3 clusters Score -336563.3 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -337091.968750 Penalty: 3869.692871
	Iteration 1F: 3 clusters Score -337092 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -337215.000000 Penalty: 3869.692871
	Iteration 2F: 3 clusters Score -337215 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -337290.312500 Penalty: 3869.692871
	Iteration 3Q: 3 clusters Score -337290.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -337337.968750 Penalty: 3869.692871
	Iteration 4Q: 3 clusters Score -337338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -337369.281250 Penalty: 3869.692871
	Iteration 5Q: 3 clusters Score -337369.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -337392.968750 Penalty: 3869.692871
	Iteration 6Q: 3 clusters Score -337393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -337411.093750 Penalty: 3869.692871
	Iteration 7Q: 3 clusters Score -337411.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -337428.812500 Penalty: 3869.692871
	Iteration 8Q: 3 clusters Score -337428.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -337442.281250 Penalty: 3869.692871
	Iteration 9Q: 3 clusters Score -337442.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -337450.000000 Penalty: 3869.692871
	Iteration 10Q: 3 clusters Score -337450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -337457.875000 Penalty: 3869.692871
	Iteration 11Q: 3 clusters Score -337457.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -337464.062500 Penalty: 3869.692871
	Iteration 12Q: 3 clusters Score -337464.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -337468.093750 Penalty: 3869.692871
	Iteration 13Q: 3 clusters Score -337468.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -337469.812500 Penalty: 3869.692871
	Iteration 14Q: 3 clusters Score -337469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -337471.562500 Penalty: 3869.692871
	Iteration 15Q: 3 clusters Score -337471.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -337474.062500 Penalty: 3869.692871
	Iteration 16Q: 3 clusters Score -337474.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -337477.781250 Penalty: 3869.692871
	Iteration 17Q: 3 clusters Score -337477.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -337482.375000 Penalty: 3869.692871
	Iteration 18Q: 3 clusters Score -337482.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -337486.437500 Penalty: 3869.692871
	Iteration 19Q: 3 clusters Score -337486.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -337488.531250 Penalty: 3869.692871
	Iteration 20F: 3 clusters Score -337488.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -337490.625000 Penalty: 3869.692871
	Iteration 21Q: 3 clusters Score -337490.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -337491.500000 Penalty: 3869.692871
	Iteration 22Q: 3 clusters Score -337491.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -337494.500000 Penalty: 3869.692871
	Iteration 23Q: 3 clusters Score -337494.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -337497.437500 Penalty: 3869.692871
	Iteration 24Q: 3 clusters Score -337497.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -337500.937500 Penalty: 3869.692871
	Iteration 25Q: 3 clusters Score -337500.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -337502.375000 Penalty: 3869.692871
	Iteration 26Q: 3 clusters Score -337502.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -337504.406250 Penalty: 3869.692871
	Iteration 27Q: 3 clusters Score -337504.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -337505.000000 Penalty: 3869.692871
	Iteration 28Q: 3 clusters Score -337505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -337506.093750 Penalty: 3869.692871
	Iteration 29Q: 3 clusters Score -337506.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -337507.437500 Penalty: 3869.692871
	Iteration 30Q: 3 clusters Score -337507.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -337509.468750 Penalty: 3869.692871
	Iteration 31Q: 3 clusters Score -337509.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -337512.718750 Penalty: 3869.692871
	Iteration 32Q: 3 clusters Score -337512.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -337518.406250 Penalty: 3869.692871
	Iteration 33Q: 3 clusters Score -337518.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -337523.437500 Penalty: 3869.692871
	Iteration 34Q: 3 clusters Score -337523.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -337526.718750 Penalty: 3869.692871
	Iteration 35Q: 3 clusters Score -337526.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -337531.625000 Penalty: 3869.692871
	Iteration 36Q: 3 clusters Score -337531.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -337534.156250 Penalty: 3869.692871
	Iteration 37Q: 3 clusters Score -337534.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -337535.468750 Penalty: 3869.692871
	Iteration 38Q: 3 clusters Score -337535.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -337536.906250 Penalty: 3869.692871
	Iteration 39Q: 3 clusters Score -337536.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -337538.750000 Penalty: 3869.692871
	Iteration 40F: 3 clusters Score -337538.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Entering Unmasked Estep 
Score: -5761917.000000 Penalty: 2651.968506
	Iteration 0F: 2 clusters Score -5761917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -5732342.500000 Penalty: 5303.937012
	Iteration 0F: 3 clusters Score -5732342 nChanged 20214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -5743794.000000 Penalty: 5303.937012
	Iteration 1F: 3 clusters Score -5743794 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -5744668.500000 Penalty: 5303.937012
	Iteration 2F: 3 clusters Score -5744668 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -5745672.000000 Penalty: 5303.937012
	Iteration 3F: 3 clusters Score -5745672 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -5746823.500000 Penalty: 5303.937012
	Iteration 4F: 3 clusters Score -5746824 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -5748100.500000 Penalty: 5303.937012
	Iteration 5F: 3 clusters Score -5748100 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -5749391.000000 Penalty: 5303.937012
	Iteration 6F: 3 clusters Score -5749391 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -5750534.000000 Penalty: 5303.937012
	Iteration 7F: 3 clusters Score -5750534 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -5751681.000000 Penalty: 5303.937012
	Iteration 8Q: 3 clusters Score -5751681 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -5752728.500000 Penalty: 5303.937012
	Iteration 9Q: 3 clusters Score -5752728 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -5753811.500000 Penalty: 5303.937012
	Iteration 10Q: 3 clusters Score -5753812 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -5754891.000000 Penalty: 5303.937012
	Iteration 11Q: 3 clusters Score -5754891 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -5755976.500000 Penalty: 5303.937012
	Iteration 12Q: 3 clusters Score -5755976 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -5757026.500000 Penalty: 5303.937012
	Iteration 13Q: 3 clusters Score -5757026 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -5757958.500000 Penalty: 5303.937012
	Iteration 14Q: 3 clusters Score -5757958 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -5758624.000000 Penalty: 5303.937012
	Iteration 15Q: 3 clusters Score -5758624 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -5759036.500000 Penalty: 5303.937012
	Iteration 16Q: 3 clusters Score -5759036 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -5759295.000000 Penalty: 5303.937012
	Iteration 17Q: 3 clusters Score -5759295 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -5759393.000000 Penalty: 5303.937012
	Iteration 18Q: 3 clusters Score -5759393 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -5759485.000000 Penalty: 5303.937012
	Iteration 19Q: 3 clusters Score -5759485 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -5759556.500000 Penalty: 5303.937012
	Iteration 20F: 3 clusters Score -5759556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -5759588.500000 Penalty: 5303.937012
	Iteration 21Q: 3 clusters Score -5759588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -5759626.500000 Penalty: 5303.937012
	Iteration 22Q: 3 clusters Score -5759626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -5759647.000000 Penalty: 5303.937012
	Iteration 23Q: 3 clusters Score -5759647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -5759648.000000 Penalty: 5303.937012
	Iteration 24Q: 3 clusters Score -5759648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -5759665.500000 Penalty: 5303.937012
	Iteration 25Q: 3 clusters Score -5759666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -5759675.000000 Penalty: 5303.937012
	Iteration 26Q: 3 clusters Score -5759675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -5759679.000000 Penalty: 5303.937012
	Iteration 27Q: 3 clusters Score -5759679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -5759680.000000 Penalty: 5303.937012
	Iteration 28Q: 3 clusters Score -5759680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -5759680.000000 Penalty: 5303.937012
	Iteration 29F: 3 clusters Score -5759680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Entering Unmasked Estep 
Score: -4832132.000000 Penalty: 2605.752197
	Iteration 0F: 2 clusters Score -4832132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -4807247.000000 Penalty: 5211.504395
	Iteration 0F: 3 clusters Score -4807247 nChanged 16641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -4816339.000000 Penalty: 5211.504395
	Iteration 1F: 3 clusters Score -4816339 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -4817006.500000 Penalty: 5211.504395
	Iteration 2Q: 3 clusters Score -4817006 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -4817713.000000 Penalty: 5211.504395
	Iteration 3Q: 3 clusters Score -4817713 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -4818679.500000 Penalty: 5211.504395
	Iteration 4F: 3 clusters Score -4818680 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -4820082.000000 Penalty: 5211.504395
	Iteration 5F: 3 clusters Score -4820082 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -4821925.000000 Penalty: 5211.504395
	Iteration 6F: 3 clusters Score -4821925 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -4824106.500000 Penalty: 5211.504395
	Iteration 7F: 3 clusters Score -4824106 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -4826012.000000 Penalty: 5211.504395
	Iteration 8F: 3 clusters Score -4826012 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4827545.000000 Penalty: 5211.504395
	Iteration 9Q: 3 clusters Score -4827545 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4828549.000000 Penalty: 5211.504395
	Iteration 10Q: 3 clusters Score -4828549 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4829151.000000 Penalty: 5211.504395
	Iteration 11Q: 3 clusters Score -4829151 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4829478.000000 Penalty: 5211.504395
	Iteration 12Q: 3 clusters Score -4829478 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4829674.000000 Penalty: 5211.504395
	Iteration 13Q: 3 clusters Score -4829674 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4829765.000000 Penalty: 5211.504395
	Iteration 14Q: 3 clusters Score -4829765 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4829826.500000 Penalty: 5211.504395
	Iteration 15Q: 3 clusters Score -4829826 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4829859.500000 Penalty: 5211.504395
	Iteration 16Q: 3 clusters Score -4829860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4829882.000000 Penalty: 5211.504395
	Iteration 17Q: 3 clusters Score -4829882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4829888.000000 Penalty: 5211.504395
	Iteration 18Q: 3 clusters Score -4829888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4829887.500000 Penalty: 5211.504395
	Iteration 19Q: 3 clusters Score -4829888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4829907.500000 Penalty: 5211.504395
	Iteration 20F: 3 clusters Score -4829908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4829914.000000 Penalty: 5211.504395
	Iteration 21Q: 3 clusters Score -4829914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4829917.500000 Penalty: 5211.504395
	Iteration 22Q: 3 clusters Score -4829918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4829922.000000 Penalty: 5211.504395
	Iteration 23Q: 3 clusters Score -4829922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4829932.500000 Penalty: 5211.504395
	Iteration 24Q: 3 clusters Score -4829932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4829926.500000 Penalty: 5211.504395
	Iteration 25Q: 3 clusters Score -4829926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4829931.000000 Penalty: 5211.504395
	Iteration 26Q: 3 clusters Score -4829931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4829931.000000 Penalty: 5211.504395
	Iteration 27F: 3 clusters Score -4829931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -38541.609375 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -38541.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37323.570312 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -37323.57 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37533.953125 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -37533.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37645.164062 Penalty: 2911.171387
	Iteration 2Q: 3 clusters Score -37645.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37681.839844 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -37681.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37706.996094 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -37707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37727.339844 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -37727.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37742.664062 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -37742.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37756.152344 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -37756.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -37760.136719 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -37760.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -37760.136719 Penalty: 2911.171387
	Iteration 9F: 3 clusters Score -37760.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Entering Unmasked Estep 
Score: -2403670.250000 Penalty: 2437.800537
	Iteration 0F: 2 clusters Score -2403670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2390541.250000 Penalty: 4875.601074
	Iteration 0F: 3 clusters Score -2390541 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2395496.500000 Penalty: 4875.601074
	Iteration 1F: 3 clusters Score -2395496 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2396731.750000 Penalty: 4875.601074
	Iteration 2F: 3 clusters Score -2396732 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2398102.000000 Penalty: 4875.601074
	Iteration 3F: 3 clusters Score -2398102 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2399285.750000 Penalty: 4875.601074
	Iteration 4F: 3 clusters Score -2399286 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2400132.250000 Penalty: 4875.601074
	Iteration 5F: 3 clusters Score -2400132 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2400737.000000 Penalty: 4875.601074
	Iteration 6F: 3 clusters Score -2400737 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2401192.500000 Penalty: 4875.601074
	Iteration 7Q: 3 clusters Score -2401192 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2401615.500000 Penalty: 4875.601074
	Iteration 8Q: 3 clusters Score -2401616 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2402002.500000 Penalty: 4875.601074
	Iteration 9Q: 3 clusters Score -2402002 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2402334.250000 Penalty: 4875.601074
	Iteration 10Q: 3 clusters Score -2402334 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2402685.500000 Penalty: 4875.601074
	Iteration 11Q: 3 clusters Score -2402686 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2402953.750000 Penalty: 4875.601074
	Iteration 12Q: 3 clusters Score -2402954 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2403116.500000 Penalty: 4875.601074
	Iteration 13Q: 3 clusters Score -2403116 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2403226.000000 Penalty: 4875.601074
	Iteration 14Q: 3 clusters Score -2403226 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2403272.000000 Penalty: 4875.601074
	Iteration 15Q: 3 clusters Score -2403272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2403303.250000 Penalty: 4875.601074
	Iteration 16Q: 3 clusters Score -2403303 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2403323.250000 Penalty: 4875.601074
	Iteration 17Q: 3 clusters Score -2403323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2403327.250000 Penalty: 4875.601074
	Iteration 18Q: 3 clusters Score -2403327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2403338.250000 Penalty: 4875.601074
	Iteration 19Q: 3 clusters Score -2403338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2403345.000000 Penalty: 4875.601074
	Iteration 20F: 3 clusters Score -2403345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2403340.000000 Penalty: 4875.601074
	Iteration 21Q: 3 clusters Score -2403340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2403344.500000 Penalty: 4875.601074
	Iteration 22Q: 3 clusters Score -2403344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2403346.500000 Penalty: 4875.601074
	Iteration 23Q: 3 clusters Score -2403346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2403345.500000 Penalty: 4875.601074
	Iteration 24Q: 3 clusters Score -2403346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2403347.750000 Penalty: 4875.601074
	Iteration 25Q: 3 clusters Score -2403348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2403348.250000 Penalty: 4875.601074
	Iteration 26Q: 3 clusters Score -2403348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2403346.000000 Penalty: 4875.601074
	Iteration 27Q: 3 clusters Score -2403346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2403348.500000 Penalty: 4875.601074
	Iteration 28Q: 3 clusters Score -2403348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2403346.250000 Penalty: 4875.601074
	Iteration 29Q: 3 clusters Score -2403346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2403349.000000 Penalty: 4875.601074
	Iteration 30Q: 3 clusters Score -2403349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2403349.500000 Penalty: 4875.601074
	Iteration 31Q: 3 clusters Score -2403350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2403349.750000 Penalty: 4875.601074
	Iteration 32Q: 3 clusters Score -2403350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2403348.250000 Penalty: 4875.601074
	Iteration 33Q: 3 clusters Score -2403348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2403349.500000 Penalty: 4875.601074
	Iteration 34Q: 3 clusters Score -2403350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2403348.250000 Penalty: 4875.601074
	Iteration 35Q: 3 clusters Score -2403348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2403349.500000 Penalty: 4875.601074
	Iteration 36Q: 3 clusters Score -2403350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2403351.500000 Penalty: 4875.601074
	Iteration 37Q: 3 clusters Score -2403352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2403353.250000 Penalty: 4875.601074
	Iteration 38Q: 3 clusters Score -2403353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2403353.250000 Penalty: 4875.601074
	Iteration 39F: 3 clusters Score -2403353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -138212.765625 Penalty: 1767.867065
	Iteration 0F: 2 clusters Score -138212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -136185.796875 Penalty: 3535.734131
	Iteration 0F: 3 clusters Score -136185.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -136604.812500 Penalty: 3535.734131
	Iteration 1F: 3 clusters Score -136604.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -136713.000000 Penalty: 3535.734131
	Iteration 2F: 3 clusters Score -136713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -136761.125000 Penalty: 3535.734131
	Iteration 3Q: 3 clusters Score -136761.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -136792.468750 Penalty: 3535.734131
	Iteration 4Q: 3 clusters Score -136792.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -136831.421875 Penalty: 3535.734131
	Iteration 5Q: 3 clusters Score -136831.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -136897.484375 Penalty: 3535.734131
	Iteration 6Q: 3 clusters Score -136897.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -136964.578125 Penalty: 3535.734131
	Iteration 7Q: 3 clusters Score -136964.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -137068.625000 Penalty: 3535.734131
	Iteration 8Q: 3 clusters Score -137068.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -137189.796875 Penalty: 3535.734131
	Iteration 9Q: 3 clusters Score -137189.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -137240.578125 Penalty: 3535.734131
	Iteration 10Q: 3 clusters Score -137240.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -137272.515625 Penalty: 3535.734131
	Iteration 11Q: 3 clusters Score -137272.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -137298.031250 Penalty: 3535.734131
	Iteration 12Q: 3 clusters Score -137298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -137314.609375 Penalty: 3535.734131
	Iteration 13Q: 3 clusters Score -137314.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -137330.546875 Penalty: 3535.734131
	Iteration 14Q: 3 clusters Score -137330.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -137355.234375 Penalty: 3535.734131
	Iteration 15Q: 3 clusters Score -137355.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -137368.937500 Penalty: 3535.734131
	Iteration 16Q: 3 clusters Score -137368.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -137378.437500 Penalty: 3535.734131
	Iteration 17Q: 3 clusters Score -137378.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -137380.750000 Penalty: 3535.734131
	Iteration 18Q: 3 clusters Score -137380.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -137383.015625 Penalty: 3535.734131
	Iteration 19Q: 3 clusters Score -137383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -137385.562500 Penalty: 3535.734131
	Iteration 20F: 3 clusters Score -137385.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -137389.640625 Penalty: 3535.734131
	Iteration 21Q: 3 clusters Score -137389.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -137446.187500 Penalty: 3535.734131
	Iteration 22Q: 3 clusters Score -137446.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -137498.687500 Penalty: 3535.734131
	Iteration 23Q: 3 clusters Score -137498.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -137541.109375 Penalty: 3535.734131
	Iteration 24Q: 3 clusters Score -137541.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -137580.734375 Penalty: 3535.734131
	Iteration 25Q: 3 clusters Score -137580.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -137613.015625 Penalty: 3535.734131
	Iteration 26Q: 3 clusters Score -137613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -137631.859375 Penalty: 3535.734131
	Iteration 27Q: 3 clusters Score -137631.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -137641.000000 Penalty: 3535.734131
	Iteration 28Q: 3 clusters Score -137641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -137644.375000 Penalty: 3535.734131
	Iteration 29Q: 3 clusters Score -137644.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -137646.093750 Penalty: 3535.734131
	Iteration 30Q: 3 clusters Score -137646.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -137648.000000 Penalty: 3535.734131
	Iteration 31Q: 3 clusters Score -137648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -137655.062500 Penalty: 3535.734131
	Iteration 32Q: 3 clusters Score -137655.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -137661.046875 Penalty: 3535.734131
	Iteration 33Q: 3 clusters Score -137661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -137665.000000 Penalty: 3535.734131
	Iteration 34Q: 3 clusters Score -137665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -137666.953125 Penalty: 3535.734131
	Iteration 35Q: 3 clusters Score -137667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -137667.609375 Penalty: 3535.734131
	Iteration 36Q: 3 clusters Score -137667.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -137667.609375 Penalty: 3535.734131
	Iteration 37F: 3 clusters Score -137667.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Entering Unmasked Estep 
Score: -654996.687500 Penalty: 2128.486328
	Iteration 0F: 2 clusters Score -654996.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -650304.687500 Penalty: 4256.972656
	Iteration 0F: 3 clusters Score -650304.7 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -651484.937500 Penalty: 4256.972656
	Iteration 1F: 3 clusters Score -651484.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -651778.687500 Penalty: 4256.972656
	Iteration 2F: 3 clusters Score -651778.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -652011.000000 Penalty: 4256.972656
	Iteration 3F: 3 clusters Score -652011 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -652279.375000 Penalty: 4256.972656
	Iteration 4F: 3 clusters Score -652279.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -652600.125000 Penalty: 4256.972656
	Iteration 5F: 3 clusters Score -652600.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -652951.750000 Penalty: 4256.972656
	Iteration 6F: 3 clusters Score -652951.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -653253.437500 Penalty: 4256.972656
	Iteration 7F: 3 clusters Score -653253.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -653475.250000 Penalty: 4256.972656
	Iteration 8Q: 3 clusters Score -653475.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -653684.312500 Penalty: 4256.972656
	Iteration 9Q: 3 clusters Score -653684.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -653877.312500 Penalty: 4256.972656
	Iteration 10Q: 3 clusters Score -653877.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -654018.750000 Penalty: 4256.972656
	Iteration 11Q: 3 clusters Score -654018.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -654109.625000 Penalty: 4256.972656
	Iteration 12Q: 3 clusters Score -654109.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -654156.125000 Penalty: 4256.972656
	Iteration 13Q: 3 clusters Score -654156.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -654192.812500 Penalty: 4256.972656
	Iteration 14Q: 3 clusters Score -654192.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -654232.312500 Penalty: 4256.972656
	Iteration 15Q: 3 clusters Score -654232.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -654267.875000 Penalty: 4256.972656
	Iteration 16Q: 3 clusters Score -654267.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -654301.000000 Penalty: 4256.972656
	Iteration 17Q: 3 clusters Score -654301 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -654338.312500 Penalty: 4256.972656
	Iteration 18Q: 3 clusters Score -654338.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -654379.437500 Penalty: 4256.972656
	Iteration 19Q: 3 clusters Score -654379.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -654419.375000 Penalty: 4256.972656
	Iteration 20F: 3 clusters Score -654419.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -654455.250000 Penalty: 4256.972656
	Iteration 21Q: 3 clusters Score -654455.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -654480.937500 Penalty: 4256.972656
	Iteration 22Q: 3 clusters Score -654480.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -654488.687500 Penalty: 4256.972656
	Iteration 23Q: 3 clusters Score -654488.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -654495.937500 Penalty: 4256.972656
	Iteration 24Q: 3 clusters Score -654495.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -654501.875000 Penalty: 4256.972656
	Iteration 25Q: 3 clusters Score -654501.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -654506.875000 Penalty: 4256.972656
	Iteration 26Q: 3 clusters Score -654506.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -654507.000000 Penalty: 4256.972656
	Iteration 27Q: 3 clusters Score -654507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -654508.250000 Penalty: 4256.972656
	Iteration 28Q: 3 clusters Score -654508.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -654507.875000 Penalty: 4256.972656
	Iteration 29Q: 3 clusters Score -654507.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -654508.750000 Penalty: 4256.972656
	Iteration 30Q: 3 clusters Score -654508.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -654508.187500 Penalty: 4256.972656
	Iteration 31Q: 3 clusters Score -654508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -654508.437500 Penalty: 4256.972656
	Iteration 32Q: 3 clusters Score -654508.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -654509.687500 Penalty: 4256.972656
	Iteration 33Q: 3 clusters Score -654509.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -654509.375000 Penalty: 4256.972656
	Iteration 34Q: 3 clusters Score -654509.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -654510.437500 Penalty: 4256.972656
	Iteration 35Q: 3 clusters Score -654510.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -654510.312500 Penalty: 4256.972656
	Iteration 36Q: 3 clusters Score -654510.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -654510.000000 Penalty: 4256.972656
	Iteration 37Q: 3 clusters Score -654510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -654511.187500 Penalty: 4256.972656
	Iteration 38Q: 3 clusters Score -654511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -654511.187500 Penalty: 4256.972656
	Iteration 39F: 3 clusters Score -654511.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Entering Unmasked Estep 
Score: -2774344.500000 Penalty: 2472.809570
	Iteration 0F: 2 clusters Score -2774344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2759436.250000 Penalty: 4945.619141
	Iteration 0F: 3 clusters Score -2759436 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2764433.750000 Penalty: 4945.619141
	Iteration 1F: 3 clusters Score -2764434 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2764852.000000 Penalty: 4945.619141
	Iteration 2F: 3 clusters Score -2764852 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2765205.750000 Penalty: 4945.619141
	Iteration 3Q: 3 clusters Score -2765206 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2765549.250000 Penalty: 4945.619141
	Iteration 4Q: 3 clusters Score -2765549 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2765881.500000 Penalty: 4945.619141
	Iteration 5Q: 3 clusters Score -2765882 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2766251.000000 Penalty: 4945.619141
	Iteration 6Q: 3 clusters Score -2766251 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2766699.750000 Penalty: 4945.619141
	Iteration 7Q: 3 clusters Score -2766700 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2767207.000000 Penalty: 4945.619141
	Iteration 8Q: 3 clusters Score -2767207 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2767921.000000 Penalty: 4945.619141
	Iteration 9Q: 3 clusters Score -2767921 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2768848.250000 Penalty: 4945.619141
	Iteration 10F: 3 clusters Score -2768848 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2769981.500000 Penalty: 4945.619141
	Iteration 11F: 3 clusters Score -2769982 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2771204.500000 Penalty: 4945.619141
	Iteration 12F: 3 clusters Score -2771204 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2772164.250000 Penalty: 4945.619141
	Iteration 13Q: 3 clusters Score -2772164 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2772628.250000 Penalty: 4945.619141
	Iteration 14Q: 3 clusters Score -2772628 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2772791.250000 Penalty: 4945.619141
	Iteration 15Q: 3 clusters Score -2772791 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2772858.500000 Penalty: 4945.619141
	Iteration 16Q: 3 clusters Score -2772858 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2772885.750000 Penalty: 4945.619141
	Iteration 17Q: 3 clusters Score -2772886 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2772905.500000 Penalty: 4945.619141
	Iteration 18Q: 3 clusters Score -2772906 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2772920.500000 Penalty: 4945.619141
	Iteration 19Q: 3 clusters Score -2772920 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2772935.750000 Penalty: 4945.619141
	Iteration 20F: 3 clusters Score -2772936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2772949.750000 Penalty: 4945.619141
	Iteration 21Q: 3 clusters Score -2772950 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2772958.250000 Penalty: 4945.619141
	Iteration 22Q: 3 clusters Score -2772958 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2772955.250000 Penalty: 4945.619141
	Iteration 23Q: 3 clusters Score -2772955 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2772962.500000 Penalty: 4945.619141
	Iteration 24Q: 3 clusters Score -2772962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2772966.250000 Penalty: 4945.619141
	Iteration 25Q: 3 clusters Score -2772966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2772962.500000 Penalty: 4945.619141
	Iteration 26Q: 3 clusters Score -2772962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2772970.500000 Penalty: 4945.619141
	Iteration 27Q: 3 clusters Score -2772970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2772970.750000 Penalty: 4945.619141
	Iteration 28Q: 3 clusters Score -2772971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2772973.000000 Penalty: 4945.619141
	Iteration 29Q: 3 clusters Score -2772973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2772978.750000 Penalty: 4945.619141
	Iteration 30Q: 3 clusters Score -2772979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2772981.500000 Penalty: 4945.619141
	Iteration 31Q: 3 clusters Score -2772982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2772979.750000 Penalty: 4945.619141
	Iteration 32Q: 3 clusters Score -2772980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2772979.750000 Penalty: 4945.619141
	Iteration 33Q: 3 clusters Score -2772980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2772980.000000 Penalty: 4945.619141
	Iteration 34Q: 3 clusters Score -2772980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2772978.000000 Penalty: 4945.619141
	Iteration 35Q: 3 clusters Score -2772978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2772978.500000 Penalty: 4945.619141
	Iteration 36Q: 3 clusters Score -2772978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2772979.750000 Penalty: 4945.619141
	Iteration 37Q: 3 clusters Score -2772980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2772976.000000 Penalty: 4945.619141
	Iteration 38Q: 3 clusters Score -2772976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2772978.250000 Penalty: 4945.619141
	Iteration 39Q: 3 clusters Score -2772978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2772979.750000 Penalty: 4945.619141
	Iteration 40F: 3 clusters Score -2772980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2772983.250000 Penalty: 4945.619141
	Iteration 41Q: 3 clusters Score -2772983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2772986.500000 Penalty: 4945.619141
	Iteration 42Q: 3 clusters Score -2772986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2772981.750000 Penalty: 4945.619141
	Iteration 43Q: 3 clusters Score -2772982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2772992.000000 Penalty: 4945.619141
	Iteration 44Q: 3 clusters Score -2772992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2772993.750000 Penalty: 4945.619141
	Iteration 45Q: 3 clusters Score -2772994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2772999.250000 Penalty: 4945.619141
	Iteration 46Q: 3 clusters Score -2772999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2772996.500000 Penalty: 4945.619141
	Iteration 47Q: 3 clusters Score -2772996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2773002.750000 Penalty: 4945.619141
	Iteration 48Q: 3 clusters Score -2773003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2773011.500000 Penalty: 4945.619141
	Iteration 49Q: 3 clusters Score -2773012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2773014.000000 Penalty: 4945.619141
	Iteration 50Q: 3 clusters Score -2773014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2773012.750000 Penalty: 4945.619141
	Iteration 51Q: 3 clusters Score -2773013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2773019.500000 Penalty: 4945.619141
	Iteration 52Q: 3 clusters Score -2773020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2773019.000000 Penalty: 4945.619141
	Iteration 53Q: 3 clusters Score -2773019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2773019.750000 Penalty: 4945.619141
	Iteration 54Q: 3 clusters Score -2773020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2773019.500000 Penalty: 4945.619141
	Iteration 55Q: 3 clusters Score -2773020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2773025.250000 Penalty: 4945.619141
	Iteration 56Q: 3 clusters Score -2773025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2773024.500000 Penalty: 4945.619141
	Iteration 57Q: 3 clusters Score -2773024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2773022.250000 Penalty: 4945.619141
	Iteration 58Q: 3 clusters Score -2773022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2773021.750000 Penalty: 4945.619141
	Iteration 59Q: 3 clusters Score -2773022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2773024.250000 Penalty: 4945.619141
	Iteration 60F: 3 clusters Score -2773024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2773024.750000 Penalty: 4945.619141
	Iteration 61Q: 3 clusters Score -2773025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2773026.750000 Penalty: 4945.619141
	Iteration 62Q: 3 clusters Score -2773027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -2773028.750000 Penalty: 4945.619141
	Iteration 63Q: 3 clusters Score -2773029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2773027.000000 Penalty: 4945.619141
	Iteration 64Q: 3 clusters Score -2773027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2773027.000000 Penalty: 4945.619141
	Iteration 65F: 3 clusters Score -2773027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -289447.062500 Penalty: 1908.885986
	Iteration 0F: 2 clusters Score -289447.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -286688.437500 Penalty: 3817.771973
	Iteration 0F: 3 clusters Score -286688.4 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -287165.593750 Penalty: 3817.771973
	Iteration 1F: 3 clusters Score -287165.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -287268.218750 Penalty: 3817.771973
	Iteration 2F: 3 clusters Score -287268.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -287332.000000 Penalty: 3817.771973
	Iteration 3Q: 3 clusters Score -287332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -287371.000000 Penalty: 3817.771973
	Iteration 4Q: 3 clusters Score -287371 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -287399.750000 Penalty: 3817.771973
	Iteration 5Q: 3 clusters Score -287399.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -287415.000000 Penalty: 3817.771973
	Iteration 6Q: 3 clusters Score -287415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -287428.031250 Penalty: 3817.771973
	Iteration 7Q: 3 clusters Score -287428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -287437.093750 Penalty: 3817.771973
	Iteration 8Q: 3 clusters Score -287437.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -287447.718750 Penalty: 3817.771973
	Iteration 9Q: 3 clusters Score -287447.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -287460.125000 Penalty: 3817.771973
	Iteration 10Q: 3 clusters Score -287460.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -287474.187500 Penalty: 3817.771973
	Iteration 11Q: 3 clusters Score -287474.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -287490.625000 Penalty: 3817.771973
	Iteration 12Q: 3 clusters Score -287490.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -287504.468750 Penalty: 3817.771973
	Iteration 13Q: 3 clusters Score -287504.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -287518.343750 Penalty: 3817.771973
	Iteration 14Q: 3 clusters Score -287518.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -287531.218750 Penalty: 3817.771973
	Iteration 15Q: 3 clusters Score -287531.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -287552.968750 Penalty: 3817.771973
	Iteration 16Q: 3 clusters Score -287553 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -287586.812500 Penalty: 3817.771973
	Iteration 17Q: 3 clusters Score -287586.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -287628.187500 Penalty: 3817.771973
	Iteration 18Q: 3 clusters Score -287628.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -287679.343750 Penalty: 3817.771973
	Iteration 19Q: 3 clusters Score -287679.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -287744.156250 Penalty: 3817.771973
	Iteration 20F: 3 clusters Score -287744.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -287828.406250 Penalty: 3817.771973
	Iteration 21Q: 3 clusters Score -287828.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -287955.875000 Penalty: 3817.771973
	Iteration 22Q: 3 clusters Score -287955.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -288103.281250 Penalty: 3817.771973
	Iteration 23Q: 3 clusters Score -288103.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -288253.000000 Penalty: 3817.771973
	Iteration 24Q: 3 clusters Score -288253 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -288346.500000 Penalty: 3817.771973
	Iteration 25Q: 3 clusters Score -288346.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -288407.156250 Penalty: 3817.771973
	Iteration 26Q: 3 clusters Score -288407.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -288447.531250 Penalty: 3817.771973
	Iteration 27Q: 3 clusters Score -288447.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -288475.531250 Penalty: 3817.771973
	Iteration 28Q: 3 clusters Score -288475.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -288498.812500 Penalty: 3817.771973
	Iteration 29Q: 3 clusters Score -288498.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -288511.312500 Penalty: 3817.771973
	Iteration 30Q: 3 clusters Score -288511.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -288524.875000 Penalty: 3817.771973
	Iteration 31Q: 3 clusters Score -288524.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -288538.031250 Penalty: 3817.771973
	Iteration 32Q: 3 clusters Score -288538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -288544.781250 Penalty: 3817.771973
	Iteration 33Q: 3 clusters Score -288544.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -288551.968750 Penalty: 3817.771973
	Iteration 34Q: 3 clusters Score -288552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -288564.062500 Penalty: 3817.771973
	Iteration 35Q: 3 clusters Score -288564.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -288574.062500 Penalty: 3817.771973
	Iteration 36Q: 3 clusters Score -288574.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -288584.437500 Penalty: 3817.771973
	Iteration 37Q: 3 clusters Score -288584.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -288598.656250 Penalty: 3817.771973
	Iteration 38Q: 3 clusters Score -288598.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288610.656250 Penalty: 3817.771973
	Iteration 39Q: 3 clusters Score -288610.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -288623.687500 Penalty: 3817.771973
	Iteration 40F: 3 clusters Score -288623.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -288630.093750 Penalty: 3817.771973
	Iteration 41Q: 3 clusters Score -288630.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -288634.250000 Penalty: 3817.771973
	Iteration 42Q: 3 clusters Score -288634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -288638.593750 Penalty: 3817.771973
	Iteration 43Q: 3 clusters Score -288638.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -288644.062500 Penalty: 3817.771973
	Iteration 44Q: 3 clusters Score -288644.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -288645.468750 Penalty: 3817.771973
	Iteration 45Q: 3 clusters Score -288645.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -288647.375000 Penalty: 3817.771973
	Iteration 46Q: 3 clusters Score -288647.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -288648.281250 Penalty: 3817.771973
	Iteration 47Q: 3 clusters Score -288648.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -288648.875000 Penalty: 3817.771973
	Iteration 48Q: 3 clusters Score -288648.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -288648.875000 Penalty: 3817.771973
	Iteration 49F: 3 clusters Score -288648.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Entering Unmasked Estep 
Score: -1855200.750000 Penalty: 2372.555420
	Iteration 0F: 2 clusters Score -1855201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1844826.125000 Penalty: 4745.110840
	Iteration 0F: 3 clusters Score -1844826 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1848230.625000 Penalty: 4745.110840
	Iteration 1F: 3 clusters Score -1848231 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1848595.375000 Penalty: 4745.110840
	Iteration 2F: 3 clusters Score -1848595 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1848890.375000 Penalty: 4745.110840
	Iteration 3Q: 3 clusters Score -1848890 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1849214.250000 Penalty: 4745.110840
	Iteration 4Q: 3 clusters Score -1849214 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1849510.750000 Penalty: 4745.110840
	Iteration 5Q: 3 clusters Score -1849511 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1849792.875000 Penalty: 4745.110840
	Iteration 6Q: 3 clusters Score -1849793 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1850043.125000 Penalty: 4745.110840
	Iteration 7Q: 3 clusters Score -1850043 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1850286.750000 Penalty: 4745.110840
	Iteration 8Q: 3 clusters Score -1850287 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1850533.500000 Penalty: 4745.110840
	Iteration 9Q: 3 clusters Score -1850534 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1850752.625000 Penalty: 4745.110840
	Iteration 10Q: 3 clusters Score -1850753 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1850958.250000 Penalty: 4745.110840
	Iteration 11Q: 3 clusters Score -1850958 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1851159.125000 Penalty: 4745.110840
	Iteration 12Q: 3 clusters Score -1851159 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1851329.250000 Penalty: 4745.110840
	Iteration 13Q: 3 clusters Score -1851329 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1851464.125000 Penalty: 4745.110840
	Iteration 14Q: 3 clusters Score -1851464 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1851595.500000 Penalty: 4745.110840
	Iteration 15Q: 3 clusters Score -1851596 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1851729.500000 Penalty: 4745.110840
	Iteration 16Q: 3 clusters Score -1851730 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1851853.750000 Penalty: 4745.110840
	Iteration 17Q: 3 clusters Score -1851854 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1851974.375000 Penalty: 4745.110840
	Iteration 18Q: 3 clusters Score -1851974 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1852086.125000 Penalty: 4745.110840
	Iteration 19Q: 3 clusters Score -1852086 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1852188.125000 Penalty: 4745.110840
	Iteration 20F: 3 clusters Score -1852188 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1852296.000000 Penalty: 4745.110840
	Iteration 21Q: 3 clusters Score -1852296 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1852386.000000 Penalty: 4745.110840
	Iteration 22Q: 3 clusters Score -1852386 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1852478.500000 Penalty: 4745.110840
	Iteration 23Q: 3 clusters Score -1852478 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1852551.375000 Penalty: 4745.110840
	Iteration 24Q: 3 clusters Score -1852551 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1852622.750000 Penalty: 4745.110840
	Iteration 25Q: 3 clusters Score -1852623 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1852671.375000 Penalty: 4745.110840
	Iteration 26Q: 3 clusters Score -1852671 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1852730.625000 Penalty: 4745.110840
	Iteration 27Q: 3 clusters Score -1852731 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1852775.875000 Penalty: 4745.110840
	Iteration 28Q: 3 clusters Score -1852776 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1852836.000000 Penalty: 4745.110840
	Iteration 29Q: 3 clusters Score -1852836 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1852888.500000 Penalty: 4745.110840
	Iteration 30Q: 3 clusters Score -1852888 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1852923.375000 Penalty: 4745.110840
	Iteration 31Q: 3 clusters Score -1852923 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1852955.000000 Penalty: 4745.110840
	Iteration 32Q: 3 clusters Score -1852955 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1852989.125000 Penalty: 4745.110840
	Iteration 33Q: 3 clusters Score -1852989 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1853021.125000 Penalty: 4745.110840
	Iteration 34Q: 3 clusters Score -1853021 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1853037.000000 Penalty: 4745.110840
	Iteration 35Q: 3 clusters Score -1853037 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1853056.375000 Penalty: 4745.110840
	Iteration 36Q: 3 clusters Score -1853056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1853082.000000 Penalty: 4745.110840
	Iteration 37Q: 3 clusters Score -1853082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1853104.625000 Penalty: 4745.110840
	Iteration 38Q: 3 clusters Score -1853105 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1853124.500000 Penalty: 4745.110840
	Iteration 39Q: 3 clusters Score -1853124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1853133.250000 Penalty: 4745.110840
	Iteration 40F: 3 clusters Score -1853133 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1853150.500000 Penalty: 4745.110840
	Iteration 41Q: 3 clusters Score -1853150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1853161.875000 Penalty: 4745.110840
	Iteration 42Q: 3 clusters Score -1853162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1853177.625000 Penalty: 4745.110840
	Iteration 43Q: 3 clusters Score -1853178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1853185.875000 Penalty: 4745.110840
	Iteration 44Q: 3 clusters Score -1853186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1853186.625000 Penalty: 4745.110840
	Iteration 45Q: 3 clusters Score -1853187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1853193.750000 Penalty: 4745.110840
	Iteration 46Q: 3 clusters Score -1853194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1853195.875000 Penalty: 4745.110840
	Iteration 47Q: 3 clusters Score -1853196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1853198.625000 Penalty: 4745.110840
	Iteration 48Q: 3 clusters Score -1853199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1853206.250000 Penalty: 4745.110840
	Iteration 49Q: 3 clusters Score -1853206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1853205.250000 Penalty: 4745.110840
	Iteration 50Q: 3 clusters Score -1853205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1853204.625000 Penalty: 4745.110840
	Iteration 51Q: 3 clusters Score -1853205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1853205.375000 Penalty: 4745.110840
	Iteration 52Q: 3 clusters Score -1853205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1853206.875000 Penalty: 4745.110840
	Iteration 53Q: 3 clusters Score -1853207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1853206.500000 Penalty: 4745.110840
	Iteration 54Q: 3 clusters Score -1853206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1853207.000000 Penalty: 4745.110840
	Iteration 55Q: 3 clusters Score -1853207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1853211.625000 Penalty: 4745.110840
	Iteration 56Q: 3 clusters Score -1853212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1853213.125000 Penalty: 4745.110840
	Iteration 57Q: 3 clusters Score -1853213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1853215.125000 Penalty: 4745.110840
	Iteration 58Q: 3 clusters Score -1853215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1853214.500000 Penalty: 4745.110840
	Iteration 59Q: 3 clusters Score -1853214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1853219.375000 Penalty: 4745.110840
	Iteration 60F: 3 clusters Score -1853219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1853218.875000 Penalty: 4745.110840
	Iteration 61Q: 3 clusters Score -1853219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1853226.750000 Penalty: 4745.110840
	Iteration 62Q: 3 clusters Score -1853227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1853224.875000 Penalty: 4745.110840
	Iteration 63Q: 3 clusters Score -1853225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1853223.875000 Penalty: 4745.110840
	Iteration 64Q: 3 clusters Score -1853224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1853223.875000 Penalty: 4745.110840
	Iteration 65F: 3 clusters Score -1853224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Entering Unmasked Estep 
Score: -4071437.250000 Penalty: 2563.589355
	Iteration 0F: 2 clusters Score -4071437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -4050374.750000 Penalty: 5127.178711
	Iteration 0F: 3 clusters Score -4050375 nChanged 13899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -4057952.250000 Penalty: 5127.178711
	Iteration 1F: 3 clusters Score -4057952 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -4058422.250000 Penalty: 5127.178711
	Iteration 2Q: 3 clusters Score -4058422 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -4058858.500000 Penalty: 5127.178711
	Iteration 3Q: 3 clusters Score -4058858 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -4059280.250000 Penalty: 5127.178711
	Iteration 4Q: 3 clusters Score -4059280 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -4059752.500000 Penalty: 5127.178711
	Iteration 5Q: 3 clusters Score -4059752 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -4060232.000000 Penalty: 5127.178711
	Iteration 6Q: 3 clusters Score -4060232 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -4060854.250000 Penalty: 5127.178711
	Iteration 7Q: 3 clusters Score -4060854 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -4061628.250000 Penalty: 5127.178711
	Iteration 8Q: 3 clusters Score -4061628 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -4062529.250000 Penalty: 5127.178711
	Iteration 9F: 3 clusters Score -4062529 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -4063562.500000 Penalty: 5127.178711
	Iteration 10F: 3 clusters Score -4063562 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -4064667.000000 Penalty: 5127.178711
	Iteration 11F: 3 clusters Score -4064667 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -4065799.750000 Penalty: 5127.178711
	Iteration 12Q: 3 clusters Score -4065800 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -4066845.750000 Penalty: 5127.178711
	Iteration 13Q: 3 clusters Score -4066846 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4067718.750000 Penalty: 5127.178711
	Iteration 14Q: 3 clusters Score -4067719 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4068324.250000 Penalty: 5127.178711
	Iteration 15Q: 3 clusters Score -4068324 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4068694.500000 Penalty: 5127.178711
	Iteration 16Q: 3 clusters Score -4068694 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4068929.750000 Penalty: 5127.178711
	Iteration 17Q: 3 clusters Score -4068930 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4069092.000000 Penalty: 5127.178711
	Iteration 18Q: 3 clusters Score -4069092 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4069179.750000 Penalty: 5127.178711
	Iteration 19Q: 3 clusters Score -4069180 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4069225.000000 Penalty: 5127.178711
	Iteration 20F: 3 clusters Score -4069225 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4069250.750000 Penalty: 5127.178711
	Iteration 21Q: 3 clusters Score -4069251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4069290.750000 Penalty: 5127.178711
	Iteration 22Q: 3 clusters Score -4069291 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4069316.000000 Penalty: 5127.178711
	Iteration 23Q: 3 clusters Score -4069316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4069337.750000 Penalty: 5127.178711
	Iteration 24Q: 3 clusters Score -4069338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4069363.000000 Penalty: 5127.178711
	Iteration 25Q: 3 clusters Score -4069363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4069378.750000 Penalty: 5127.178711
	Iteration 26Q: 3 clusters Score -4069379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4069398.000000 Penalty: 5127.178711
	Iteration 27Q: 3 clusters Score -4069398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4069421.750000 Penalty: 5127.178711
	Iteration 28Q: 3 clusters Score -4069422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4069431.000000 Penalty: 5127.178711
	Iteration 29Q: 3 clusters Score -4069431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4069441.000000 Penalty: 5127.178711
	Iteration 30Q: 3 clusters Score -4069441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4069446.250000 Penalty: 5127.178711
	Iteration 31Q: 3 clusters Score -4069446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4069448.000000 Penalty: 5127.178711
	Iteration 32Q: 3 clusters Score -4069448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4069456.500000 Penalty: 5127.178711
	Iteration 33Q: 3 clusters Score -4069456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4069457.750000 Penalty: 5127.178711
	Iteration 34Q: 3 clusters Score -4069458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4069461.000000 Penalty: 5127.178711
	Iteration 35Q: 3 clusters Score -4069461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4069462.500000 Penalty: 5127.178711
	Iteration 36Q: 3 clusters Score -4069462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4069464.000000 Penalty: 5127.178711
	Iteration 37Q: 3 clusters Score -4069464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4069465.750000 Penalty: 5127.178711
	Iteration 38Q: 3 clusters Score -4069466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4069473.000000 Penalty: 5127.178711
	Iteration 39Q: 3 clusters Score -4069473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4069480.250000 Penalty: 5127.178711
	Iteration 40F: 3 clusters Score -4069480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4069484.250000 Penalty: 5127.178711
	Iteration 41Q: 3 clusters Score -4069484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4069491.000000 Penalty: 5127.178711
	Iteration 42Q: 3 clusters Score -4069491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4069498.000000 Penalty: 5127.178711
	Iteration 43Q: 3 clusters Score -4069498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4069497.250000 Penalty: 5127.178711
	Iteration 44Q: 3 clusters Score -4069497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4069500.250000 Penalty: 5127.178711
	Iteration 45Q: 3 clusters Score -4069500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4069503.000000 Penalty: 5127.178711
	Iteration 46Q: 3 clusters Score -4069503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4069501.750000 Penalty: 5127.178711
	Iteration 47Q: 3 clusters Score -4069502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4069514.500000 Penalty: 5127.178711
	Iteration 48Q: 3 clusters Score -4069514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4069519.750000 Penalty: 5127.178711
	Iteration 49Q: 3 clusters Score -4069520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4069523.250000 Penalty: 5127.178711
	Iteration 50Q: 3 clusters Score -4069523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4069530.000000 Penalty: 5127.178711
	Iteration 51Q: 3 clusters Score -4069530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4069539.000000 Penalty: 5127.178711
	Iteration 52Q: 3 clusters Score -4069539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4069542.250000 Penalty: 5127.178711
	Iteration 53Q: 3 clusters Score -4069542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4069546.500000 Penalty: 5127.178711
	Iteration 54Q: 3 clusters Score -4069546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4069545.000000 Penalty: 5127.178711
	Iteration 55Q: 3 clusters Score -4069545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4069549.250000 Penalty: 5127.178711
	Iteration 56Q: 3 clusters Score -4069549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4069551.500000 Penalty: 5127.178711
	Iteration 57Q: 3 clusters Score -4069552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4069555.250000 Penalty: 5127.178711
	Iteration 58Q: 3 clusters Score -4069555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4069558.500000 Penalty: 5127.178711
	Iteration 59Q: 3 clusters Score -4069558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4069557.000000 Penalty: 5127.178711
	Iteration 60F: 3 clusters Score -4069557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Entering Unmasked Estep 
Score: -614433.937500 Penalty: 2095.702148
	Iteration 0F: 2 clusters Score -614433.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -610143.375000 Penalty: 4191.404297
	Iteration 0F: 3 clusters Score -610143.4 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -611124.250000 Penalty: 4191.404297
	Iteration 1F: 3 clusters Score -611124.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -611433.062500 Penalty: 4191.404297
	Iteration 2F: 3 clusters Score -611433.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -611663.437500 Penalty: 4191.404297
	Iteration 3F: 3 clusters Score -611663.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -611867.312500 Penalty: 4191.404297
	Iteration 4F: 3 clusters Score -611867.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -612088.812500 Penalty: 4191.404297
	Iteration 5F: 3 clusters Score -612088.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -612289.312500 Penalty: 4191.404297
	Iteration 6F: 3 clusters Score -612289.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -612441.312500 Penalty: 4191.404297
	Iteration 7Q: 3 clusters Score -612441.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -612581.812500 Penalty: 4191.404297
	Iteration 8Q: 3 clusters Score -612581.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -612692.125000 Penalty: 4191.404297
	Iteration 9Q: 3 clusters Score -612692.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -612770.000000 Penalty: 4191.404297
	Iteration 10Q: 3 clusters Score -612770 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -612842.000000 Penalty: 4191.404297
	Iteration 11Q: 3 clusters Score -612842 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -612891.687500 Penalty: 4191.404297
	Iteration 12Q: 3 clusters Score -612891.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -612925.062500 Penalty: 4191.404297
	Iteration 13Q: 3 clusters Score -612925.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -612949.500000 Penalty: 4191.404297
	Iteration 14Q: 3 clusters Score -612949.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -612969.875000 Penalty: 4191.404297
	Iteration 15Q: 3 clusters Score -612969.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -612985.187500 Penalty: 4191.404297
	Iteration 16Q: 3 clusters Score -612985.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -613001.437500 Penalty: 4191.404297
	Iteration 17Q: 3 clusters Score -613001.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -613019.000000 Penalty: 4191.404297
	Iteration 18Q: 3 clusters Score -613019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -613035.687500 Penalty: 4191.404297
	Iteration 19Q: 3 clusters Score -613035.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -613046.875000 Penalty: 4191.404297
	Iteration 20F: 3 clusters Score -613046.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -613058.000000 Penalty: 4191.404297
	Iteration 21Q: 3 clusters Score -613058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -613069.375000 Penalty: 4191.404297
	Iteration 22Q: 3 clusters Score -613069.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -613076.750000 Penalty: 4191.404297
	Iteration 23Q: 3 clusters Score -613076.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -613084.250000 Penalty: 4191.404297
	Iteration 24Q: 3 clusters Score -613084.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -613088.937500 Penalty: 4191.404297
	Iteration 25Q: 3 clusters Score -613088.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -613095.125000 Penalty: 4191.404297
	Iteration 26Q: 3 clusters Score -613095.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -613100.125000 Penalty: 4191.404297
	Iteration 27Q: 3 clusters Score -613100.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -613104.812500 Penalty: 4191.404297
	Iteration 28Q: 3 clusters Score -613104.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -613108.312500 Penalty: 4191.404297
	Iteration 29Q: 3 clusters Score -613108.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -613109.750000 Penalty: 4191.404297
	Iteration 30Q: 3 clusters Score -613109.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -613108.562500 Penalty: 4191.404297
	Iteration 31Q: 3 clusters Score -613108.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -613108.562500 Penalty: 4191.404297
	Iteration 32F: 3 clusters Score -613108.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Entering Unmasked Estep 
Score: -1366446.875000 Penalty: 2312.203613
	Iteration 0F: 2 clusters Score -1366447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1357972.875000 Penalty: 4624.407227
	Iteration 0F: 3 clusters Score -1357973 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1361194.625000 Penalty: 4624.407227
	Iteration 1F: 3 clusters Score -1361195 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1362152.875000 Penalty: 4624.407227
	Iteration 2F: 3 clusters Score -1362153 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1362773.000000 Penalty: 4624.407227
	Iteration 3F: 3 clusters Score -1362773 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1363267.625000 Penalty: 4624.407227
	Iteration 4F: 3 clusters Score -1363268 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1363706.750000 Penalty: 4624.407227
	Iteration 5F: 3 clusters Score -1363707 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1364128.875000 Penalty: 4624.407227
	Iteration 6Q: 3 clusters Score -1364129 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1364477.250000 Penalty: 4624.407227
	Iteration 7Q: 3 clusters Score -1364477 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1364742.125000 Penalty: 4624.407227
	Iteration 8Q: 3 clusters Score -1364742 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1364953.250000 Penalty: 4624.407227
	Iteration 9Q: 3 clusters Score -1364953 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1365108.875000 Penalty: 4624.407227
	Iteration 10Q: 3 clusters Score -1365109 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1365224.000000 Penalty: 4624.407227
	Iteration 11Q: 3 clusters Score -1365224 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1365311.000000 Penalty: 4624.407227
	Iteration 12Q: 3 clusters Score -1365311 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1365381.500000 Penalty: 4624.407227
	Iteration 13Q: 3 clusters Score -1365382 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1365436.000000 Penalty: 4624.407227
	Iteration 14Q: 3 clusters Score -1365436 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1365482.125000 Penalty: 4624.407227
	Iteration 15Q: 3 clusters Score -1365482 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1365514.250000 Penalty: 4624.407227
	Iteration 16Q: 3 clusters Score -1365514 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1365553.500000 Penalty: 4624.407227
	Iteration 17Q: 3 clusters Score -1365554 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1365606.125000 Penalty: 4624.407227
	Iteration 18Q: 3 clusters Score -1365606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1365668.500000 Penalty: 4624.407227
	Iteration 19Q: 3 clusters Score -1365668 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1365709.125000 Penalty: 4624.407227
	Iteration 20F: 3 clusters Score -1365709 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1365738.250000 Penalty: 4624.407227
	Iteration 21Q: 3 clusters Score -1365738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1365763.125000 Penalty: 4624.407227
	Iteration 22Q: 3 clusters Score -1365763 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1365774.500000 Penalty: 4624.407227
	Iteration 23Q: 3 clusters Score -1365774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1365795.125000 Penalty: 4624.407227
	Iteration 24Q: 3 clusters Score -1365795 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1365814.000000 Penalty: 4624.407227
	Iteration 25Q: 3 clusters Score -1365814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1365821.125000 Penalty: 4624.407227
	Iteration 26Q: 3 clusters Score -1365821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1365839.875000 Penalty: 4624.407227
	Iteration 27Q: 3 clusters Score -1365840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1365868.375000 Penalty: 4624.407227
	Iteration 28Q: 3 clusters Score -1365868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1365919.625000 Penalty: 4624.407227
	Iteration 29Q: 3 clusters Score -1365920 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1365963.125000 Penalty: 4624.407227
	Iteration 30Q: 3 clusters Score -1365963 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1366024.250000 Penalty: 4624.407227
	Iteration 31Q: 3 clusters Score -1366024 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1366088.125000 Penalty: 4624.407227
	Iteration 32Q: 3 clusters Score -1366088 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1366125.750000 Penalty: 4624.407227
	Iteration 33Q: 3 clusters Score -1366126 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1366156.125000 Penalty: 4624.407227
	Iteration 34Q: 3 clusters Score -1366156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1366178.375000 Penalty: 4624.407227
	Iteration 35Q: 3 clusters Score -1366178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1366197.500000 Penalty: 4624.407227
	Iteration 36Q: 3 clusters Score -1366198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1366217.250000 Penalty: 4624.407227
	Iteration 37Q: 3 clusters Score -1366217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1366230.000000 Penalty: 4624.407227
	Iteration 38Q: 3 clusters Score -1366230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1366240.875000 Penalty: 4624.407227
	Iteration 39Q: 3 clusters Score -1366241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1366246.625000 Penalty: 4624.407227
	Iteration 40F: 3 clusters Score -1366247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1366254.125000 Penalty: 4624.407227
	Iteration 41Q: 3 clusters Score -1366254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1366261.625000 Penalty: 4624.407227
	Iteration 42Q: 3 clusters Score -1366262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1366265.500000 Penalty: 4624.407227
	Iteration 43Q: 3 clusters Score -1366266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1366274.375000 Penalty: 4624.407227
	Iteration 44Q: 3 clusters Score -1366274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1366274.125000 Penalty: 4624.407227
	Iteration 45Q: 3 clusters Score -1366274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1366280.000000 Penalty: 4624.407227
	Iteration 46Q: 3 clusters Score -1366280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1366282.625000 Penalty: 4624.407227
	Iteration 47Q: 3 clusters Score -1366283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1366290.625000 Penalty: 4624.407227
	Iteration 48Q: 3 clusters Score -1366291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1366291.125000 Penalty: 4624.407227
	Iteration 49Q: 3 clusters Score -1366291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1366299.125000 Penalty: 4624.407227
	Iteration 50Q: 3 clusters Score -1366299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1366305.250000 Penalty: 4624.407227
	Iteration 51Q: 3 clusters Score -1366305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1366310.125000 Penalty: 4624.407227
	Iteration 52Q: 3 clusters Score -1366310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1366317.875000 Penalty: 4624.407227
	Iteration 53Q: 3 clusters Score -1366318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1366329.125000 Penalty: 4624.407227
	Iteration 54Q: 3 clusters Score -1366329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1366344.250000 Penalty: 4624.407227
	Iteration 55Q: 3 clusters Score -1366344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1366369.625000 Penalty: 4624.407227
	Iteration 56Q: 3 clusters Score -1366370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1366395.875000 Penalty: 4624.407227
	Iteration 57Q: 3 clusters Score -1366396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1366419.375000 Penalty: 4624.407227
	Iteration 58Q: 3 clusters Score -1366419 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1366429.500000 Penalty: 4624.407227
	Iteration 59Q: 3 clusters Score -1366430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1366432.000000 Penalty: 4624.407227
	Iteration 60F: 3 clusters Score -1366432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1366431.125000 Penalty: 4624.407227
	Iteration 61Q: 3 clusters Score -1366431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1366433.250000 Penalty: 4624.407227
	Iteration 62Q: 3 clusters Score -1366433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1366440.375000 Penalty: 4624.407227
	Iteration 63Q: 3 clusters Score -1366440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1366440.250000 Penalty: 4624.407227
	Iteration 64Q: 3 clusters Score -1366440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1366444.875000 Penalty: 4624.407227
	Iteration 65Q: 3 clusters Score -1366445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1366445.750000 Penalty: 4624.407227
	Iteration 66Q: 3 clusters Score -1366446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1366447.750000 Penalty: 4624.407227
	Iteration 67Q: 3 clusters Score -1366448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1366447.750000 Penalty: 4624.407227
	Iteration 68F: 3 clusters Score -1366448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108439 members 
Mstep: Class 5 contains 26998 members 
Mstep: Class 6 contains 2445 members 
Mstep: Class 7 contains 44065 members 
Mstep: Class 8 contains 36573 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 9166 members 
Mstep: Class 19 contains 9991 members 
Mstep: Class 20 contains 22913 members 
Mstep: Class 21 contains 8440 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20086 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125985 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 710 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 2031 members 
Entering Unmasked Estep 
Score: -73855800.000000 Penalty: 118472.648438
Splitting cluster 18 changes total score from -73856768.000000 to -73855800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (9991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Entering Unmasked Estep 
Score: -1277728.250000 Penalty: 2283.941162
	Iteration 0F: 2 clusters Score -1277728 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 5043 members 
Entering Unmasked Estep 
Score: -1270093.250000 Penalty: 4567.882324
	Iteration 0F: 3 clusters Score -1270093 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1272377.875000 Penalty: 4567.882324
	Iteration 1F: 3 clusters Score -1272378 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1272793.250000 Penalty: 4567.882324
	Iteration 2F: 3 clusters Score -1272793 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1273088.750000 Penalty: 4567.882324
	Iteration 3F: 3 clusters Score -1273089 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1273295.375000 Penalty: 4567.882324
	Iteration 4Q: 3 clusters Score -1273295 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1273460.250000 Penalty: 4567.882324
	Iteration 5Q: 3 clusters Score -1273460 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1273609.375000 Penalty: 4567.882324
	Iteration 6Q: 3 clusters Score -1273609 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1273744.500000 Penalty: 4567.882324
	Iteration 7Q: 3 clusters Score -1273744 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1273903.875000 Penalty: 4567.882324
	Iteration 8Q: 3 clusters Score -1273904 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1274085.750000 Penalty: 4567.882324
	Iteration 9Q: 3 clusters Score -1274086 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1274309.625000 Penalty: 4567.882324
	Iteration 10Q: 3 clusters Score -1274310 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1274526.625000 Penalty: 4567.882324
	Iteration 11Q: 3 clusters Score -1274527 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1274787.250000 Penalty: 4567.882324
	Iteration 12Q: 3 clusters Score -1274787 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1275039.375000 Penalty: 4567.882324
	Iteration 13Q: 3 clusters Score -1275039 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1275244.625000 Penalty: 4567.882324
	Iteration 14Q: 3 clusters Score -1275245 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1275465.750000 Penalty: 4567.882324
	Iteration 15Q: 3 clusters Score -1275466 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1275673.500000 Penalty: 4567.882324
	Iteration 16Q: 3 clusters Score -1275674 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1275847.500000 Penalty: 4567.882324
	Iteration 17Q: 3 clusters Score -1275848 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1276001.000000 Penalty: 4567.882324
	Iteration 18Q: 3 clusters Score -1276001 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1276100.875000 Penalty: 4567.882324
	Iteration 19Q: 3 clusters Score -1276101 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1276155.500000 Penalty: 4567.882324
	Iteration 20F: 3 clusters Score -1276156 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1276207.625000 Penalty: 4567.882324
	Iteration 21Q: 3 clusters Score -1276208 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1276234.125000 Penalty: 4567.882324
	Iteration 22Q: 3 clusters Score -1276234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1276249.625000 Penalty: 4567.882324
	Iteration 23Q: 3 clusters Score -1276250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1276263.000000 Penalty: 4567.882324
	Iteration 24Q: 3 clusters Score -1276263 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1276269.000000 Penalty: 4567.882324
	Iteration 25Q: 3 clusters Score -1276269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1276273.500000 Penalty: 4567.882324
	Iteration 26Q: 3 clusters Score -1276274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1276277.500000 Penalty: 4567.882324
	Iteration 27Q: 3 clusters Score -1276278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1276277.625000 Penalty: 4567.882324
	Iteration 28Q: 3 clusters Score -1276278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1276280.375000 Penalty: 4567.882324
	Iteration 29Q: 3 clusters Score -1276280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1276280.875000 Penalty: 4567.882324
	Iteration 30Q: 3 clusters Score -1276281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1276283.875000 Penalty: 4567.882324
	Iteration 31Q: 3 clusters Score -1276284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1276283.000000 Penalty: 4567.882324
	Iteration 32Q: 3 clusters Score -1276283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1276281.750000 Penalty: 4567.882324
	Iteration 33Q: 3 clusters Score -1276282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1276284.375000 Penalty: 4567.882324
	Iteration 34Q: 3 clusters Score -1276284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1276286.750000 Penalty: 4567.882324
	Iteration 35Q: 3 clusters Score -1276287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1276287.750000 Penalty: 4567.882324
	Iteration 36Q: 3 clusters Score -1276288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1276287.625000 Penalty: 4567.882324
	Iteration 37Q: 3 clusters Score -1276288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1276289.375000 Penalty: 4567.882324
	Iteration 38Q: 3 clusters Score -1276289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1276290.000000 Penalty: 4567.882324
	Iteration 39Q: 3 clusters Score -1276290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1276292.500000 Penalty: 4567.882324
	Iteration 40F: 3 clusters Score -1276292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1276290.000000 Penalty: 4567.882324
	Iteration 41Q: 3 clusters Score -1276290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1276289.875000 Penalty: 4567.882324
	Iteration 42Q: 3 clusters Score -1276290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1276289.875000 Penalty: 4567.882324
	Iteration 43F: 3 clusters Score -1276290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Entering Unmasked Estep 
Score: -2947345.500000 Penalty: 2489.785889
	Iteration 0F: 2 clusters Score -2947346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2931350.500000 Penalty: 4979.571777
	Iteration 0F: 3 clusters Score -2931350 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2937101.250000 Penalty: 4979.571777
	Iteration 1F: 3 clusters Score -2937101 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2937829.250000 Penalty: 4979.571777
	Iteration 2F: 3 clusters Score -2937829 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2938869.250000 Penalty: 4979.571777
	Iteration 3F: 3 clusters Score -2938869 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2940187.250000 Penalty: 4979.571777
	Iteration 4F: 3 clusters Score -2940187 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2941435.500000 Penalty: 4979.571777
	Iteration 5F: 3 clusters Score -2941436 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2942479.500000 Penalty: 4979.571777
	Iteration 6F: 3 clusters Score -2942480 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2943136.750000 Penalty: 4979.571777
	Iteration 7F: 3 clusters Score -2943137 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2943507.000000 Penalty: 4979.571777
	Iteration 8Q: 3 clusters Score -2943507 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2943702.750000 Penalty: 4979.571777
	Iteration 9Q: 3 clusters Score -2943703 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2943812.250000 Penalty: 4979.571777
	Iteration 10Q: 3 clusters Score -2943812 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2943894.500000 Penalty: 4979.571777
	Iteration 11Q: 3 clusters Score -2943894 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2943984.500000 Penalty: 4979.571777
	Iteration 12Q: 3 clusters Score -2943984 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2944012.000000 Penalty: 4979.571777
	Iteration 13Q: 3 clusters Score -2944012 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2944064.250000 Penalty: 4979.571777
	Iteration 14Q: 3 clusters Score -2944064 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2944120.500000 Penalty: 4979.571777
	Iteration 15Q: 3 clusters Score -2944120 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2944172.500000 Penalty: 4979.571777
	Iteration 16Q: 3 clusters Score -2944172 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2944228.750000 Penalty: 4979.571777
	Iteration 17Q: 3 clusters Score -2944229 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2944283.000000 Penalty: 4979.571777
	Iteration 18Q: 3 clusters Score -2944283 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2944342.750000 Penalty: 4979.571777
	Iteration 19Q: 3 clusters Score -2944343 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2944399.500000 Penalty: 4979.571777
	Iteration 20F: 3 clusters Score -2944400 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2944470.000000 Penalty: 4979.571777
	Iteration 21Q: 3 clusters Score -2944470 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2944552.500000 Penalty: 4979.571777
	Iteration 22Q: 3 clusters Score -2944552 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2944636.500000 Penalty: 4979.571777
	Iteration 23Q: 3 clusters Score -2944636 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2944714.250000 Penalty: 4979.571777
	Iteration 24Q: 3 clusters Score -2944714 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2944808.750000 Penalty: 4979.571777
	Iteration 25Q: 3 clusters Score -2944809 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2944904.750000 Penalty: 4979.571777
	Iteration 26Q: 3 clusters Score -2944905 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2944959.750000 Penalty: 4979.571777
	Iteration 27Q: 3 clusters Score -2944960 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2945060.000000 Penalty: 4979.571777
	Iteration 28Q: 3 clusters Score -2945060 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2945164.250000 Penalty: 4979.571777
	Iteration 29Q: 3 clusters Score -2945164 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2945258.250000 Penalty: 4979.571777
	Iteration 30Q: 3 clusters Score -2945258 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2945349.500000 Penalty: 4979.571777
	Iteration 31Q: 3 clusters Score -2945350 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2945422.750000 Penalty: 4979.571777
	Iteration 32Q: 3 clusters Score -2945423 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2945509.000000 Penalty: 4979.571777
	Iteration 33Q: 3 clusters Score -2945509 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2945612.500000 Penalty: 4979.571777
	Iteration 34Q: 3 clusters Score -2945612 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2945700.000000 Penalty: 4979.571777
	Iteration 35Q: 3 clusters Score -2945700 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2945783.750000 Penalty: 4979.571777
	Iteration 36Q: 3 clusters Score -2945784 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2945859.500000 Penalty: 4979.571777
	Iteration 37Q: 3 clusters Score -2945860 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2945945.750000 Penalty: 4979.571777
	Iteration 38Q: 3 clusters Score -2945946 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2946021.500000 Penalty: 4979.571777
	Iteration 39Q: 3 clusters Score -2946022 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2946091.750000 Penalty: 4979.571777
	Iteration 40F: 3 clusters Score -2946092 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2946156.250000 Penalty: 4979.571777
	Iteration 41Q: 3 clusters Score -2946156 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2946217.000000 Penalty: 4979.571777
	Iteration 42Q: 3 clusters Score -2946217 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2946282.250000 Penalty: 4979.571777
	Iteration 43Q: 3 clusters Score -2946282 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2946363.000000 Penalty: 4979.571777
	Iteration 44Q: 3 clusters Score -2946363 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2946419.500000 Penalty: 4979.571777
	Iteration 45Q: 3 clusters Score -2946420 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2946470.250000 Penalty: 4979.571777
	Iteration 46Q: 3 clusters Score -2946470 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2946523.500000 Penalty: 4979.571777
	Iteration 47Q: 3 clusters Score -2946524 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2946564.750000 Penalty: 4979.571777
	Iteration 48Q: 3 clusters Score -2946565 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2946591.000000 Penalty: 4979.571777
	Iteration 49Q: 3 clusters Score -2946591 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2946615.500000 Penalty: 4979.571777
	Iteration 50Q: 3 clusters Score -2946616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2946635.500000 Penalty: 4979.571777
	Iteration 51Q: 3 clusters Score -2946636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -2946632.000000 Penalty: 4979.571777
	Iteration 52Q: 3 clusters Score -2946632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2946642.250000 Penalty: 4979.571777
	Iteration 53Q: 3 clusters Score -2946642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2946647.500000 Penalty: 4979.571777
	Iteration 54Q: 3 clusters Score -2946648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2946650.500000 Penalty: 4979.571777
	Iteration 55Q: 3 clusters Score -2946650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2946655.250000 Penalty: 4979.571777
	Iteration 56Q: 3 clusters Score -2946655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2946658.500000 Penalty: 4979.571777
	Iteration 57Q: 3 clusters Score -2946658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2946659.750000 Penalty: 4979.571777
	Iteration 58Q: 3 clusters Score -2946660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2946662.250000 Penalty: 4979.571777
	Iteration 59Q: 3 clusters Score -2946662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2946664.500000 Penalty: 4979.571777
	Iteration 60F: 3 clusters Score -2946664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2946662.750000 Penalty: 4979.571777
	Iteration 61Q: 3 clusters Score -2946663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2946662.750000 Penalty: 4979.571777
	Iteration 62Q: 3 clusters Score -2946663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2946661.250000 Penalty: 4979.571777
	Iteration 63Q: 3 clusters Score -2946661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2946661.500000 Penalty: 4979.571777
	Iteration 64Q: 3 clusters Score -2946662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2946658.500000 Penalty: 4979.571777
	Iteration 65Q: 3 clusters Score -2946658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2946659.250000 Penalty: 4979.571777
	Iteration 66Q: 3 clusters Score -2946659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2946658.750000 Penalty: 4979.571777
	Iteration 67Q: 3 clusters Score -2946659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2946660.500000 Penalty: 4979.571777
	Iteration 68Q: 3 clusters Score -2946660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2946660.500000 Penalty: 4979.571777
	Iteration 69Q: 3 clusters Score -2946660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2946661.000000 Penalty: 4979.571777
	Iteration 70Q: 3 clusters Score -2946661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2946661.000000 Penalty: 4979.571777
	Iteration 71Q: 3 clusters Score -2946661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2946660.750000 Penalty: 4979.571777
	Iteration 72Q: 3 clusters Score -2946661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2946660.500000 Penalty: 4979.571777
	Iteration 73Q: 3 clusters Score -2946660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2946659.000000 Penalty: 4979.571777
	Iteration 74Q: 3 clusters Score -2946659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2946664.250000 Penalty: 4979.571777
	Iteration 75Q: 3 clusters Score -2946664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2946660.250000 Penalty: 4979.571777
	Iteration 76Q: 3 clusters Score -2946660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2946661.500000 Penalty: 4979.571777
	Iteration 77Q: 3 clusters Score -2946662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2946660.250000 Penalty: 4979.571777
	Iteration 78Q: 3 clusters Score -2946660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2946657.250000 Penalty: 4979.571777
	Iteration 79Q: 3 clusters Score -2946657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2946660.000000 Penalty: 4979.571777
	Iteration 80F: 3 clusters Score -2946660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2946660.750000 Penalty: 4979.571777
	Iteration 81Q: 3 clusters Score -2946661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2946660.750000 Penalty: 4979.571777
	Iteration 82Q: 3 clusters Score -2946661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2946661.250000 Penalty: 4979.571777
	Iteration 83Q: 3 clusters Score -2946661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2946661.500000 Penalty: 4979.571777
	Iteration 84Q: 3 clusters Score -2946662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2946661.250000 Penalty: 4979.571777
	Iteration 85Q: 3 clusters Score -2946661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2946661.500000 Penalty: 4979.571777
	Iteration 86Q: 3 clusters Score -2946662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2946663.750000 Penalty: 4979.571777
	Iteration 87Q: 3 clusters Score -2946664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2946662.250000 Penalty: 4979.571777
	Iteration 88Q: 3 clusters Score -2946662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2946662.250000 Penalty: 4979.571777
	Iteration 89F: 3 clusters Score -2946662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Entering Unmasked Estep 
Score: -1026470.812500 Penalty: 2242.102783
	Iteration 0F: 2 clusters Score -1026471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1019777.937500 Penalty: 4484.205566
	Iteration 0F: 3 clusters Score -1019778 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1021942.125000 Penalty: 4484.205566
	Iteration 1F: 3 clusters Score -1021942 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1022686.062500 Penalty: 4484.205566
	Iteration 2F: 3 clusters Score -1022686 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1023428.875000 Penalty: 4484.205566
	Iteration 3F: 3 clusters Score -1023429 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1023911.625000 Penalty: 4484.205566
	Iteration 4F: 3 clusters Score -1023912 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1024170.437500 Penalty: 4484.205566
	Iteration 5F: 3 clusters Score -1024170 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1024328.937500 Penalty: 4484.205566
	Iteration 6Q: 3 clusters Score -1024329 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1024428.250000 Penalty: 4484.205566
	Iteration 7Q: 3 clusters Score -1024428 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1024500.937500 Penalty: 4484.205566
	Iteration 8Q: 3 clusters Score -1024501 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1024549.937500 Penalty: 4484.205566
	Iteration 9Q: 3 clusters Score -1024550 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1024593.562500 Penalty: 4484.205566
	Iteration 10Q: 3 clusters Score -1024594 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1024624.375000 Penalty: 4484.205566
	Iteration 11Q: 3 clusters Score -1024624 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1024650.750000 Penalty: 4484.205566
	Iteration 12Q: 3 clusters Score -1024651 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1024673.562500 Penalty: 4484.205566
	Iteration 13Q: 3 clusters Score -1024674 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1024695.375000 Penalty: 4484.205566
	Iteration 14Q: 3 clusters Score -1024695 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1024710.625000 Penalty: 4484.205566
	Iteration 15Q: 3 clusters Score -1024711 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1024730.687500 Penalty: 4484.205566
	Iteration 16Q: 3 clusters Score -1024731 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1024739.812500 Penalty: 4484.205566
	Iteration 17Q: 3 clusters Score -1024740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1024743.687500 Penalty: 4484.205566
	Iteration 18Q: 3 clusters Score -1024744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1024750.062500 Penalty: 4484.205566
	Iteration 19Q: 3 clusters Score -1024750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1024755.000000 Penalty: 4484.205566
	Iteration 20F: 3 clusters Score -1024755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1024758.187500 Penalty: 4484.205566
	Iteration 21Q: 3 clusters Score -1024758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1024767.562500 Penalty: 4484.205566
	Iteration 22Q: 3 clusters Score -1024768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1024768.062500 Penalty: 4484.205566
	Iteration 23Q: 3 clusters Score -1024768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1024775.750000 Penalty: 4484.205566
	Iteration 24Q: 3 clusters Score -1024776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1024783.062500 Penalty: 4484.205566
	Iteration 25Q: 3 clusters Score -1024783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1024790.437500 Penalty: 4484.205566
	Iteration 26Q: 3 clusters Score -1024790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1024795.125000 Penalty: 4484.205566
	Iteration 27Q: 3 clusters Score -1024795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1024805.000000 Penalty: 4484.205566
	Iteration 28Q: 3 clusters Score -1024805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1024816.812500 Penalty: 4484.205566
	Iteration 29Q: 3 clusters Score -1024817 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1024825.750000 Penalty: 4484.205566
	Iteration 30Q: 3 clusters Score -1024826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1024836.812500 Penalty: 4484.205566
	Iteration 31Q: 3 clusters Score -1024837 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1024857.437500 Penalty: 4484.205566
	Iteration 32Q: 3 clusters Score -1024857 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1024869.250000 Penalty: 4484.205566
	Iteration 33Q: 3 clusters Score -1024869 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1024882.500000 Penalty: 4484.205566
	Iteration 34Q: 3 clusters Score -1024882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1024898.437500 Penalty: 4484.205566
	Iteration 35Q: 3 clusters Score -1024898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1024913.562500 Penalty: 4484.205566
	Iteration 36Q: 3 clusters Score -1024914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1024922.437500 Penalty: 4484.205566
	Iteration 37Q: 3 clusters Score -1024922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1024934.187500 Penalty: 4484.205566
	Iteration 38Q: 3 clusters Score -1024934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1024944.437500 Penalty: 4484.205566
	Iteration 39Q: 3 clusters Score -1024944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1024954.312500 Penalty: 4484.205566
	Iteration 40F: 3 clusters Score -1024954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1024966.875000 Penalty: 4484.205566
	Iteration 41Q: 3 clusters Score -1024967 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1024979.687500 Penalty: 4484.205566
	Iteration 42Q: 3 clusters Score -1024980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1024990.375000 Penalty: 4484.205566
	Iteration 43Q: 3 clusters Score -1024990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1025002.937500 Penalty: 4484.205566
	Iteration 44Q: 3 clusters Score -1025003 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1025014.187500 Penalty: 4484.205566
	Iteration 45Q: 3 clusters Score -1025014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1025019.875000 Penalty: 4484.205566
	Iteration 46Q: 3 clusters Score -1025020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1025030.562500 Penalty: 4484.205566
	Iteration 47Q: 3 clusters Score -1025031 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1025038.687500 Penalty: 4484.205566
	Iteration 48Q: 3 clusters Score -1025039 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1025053.687500 Penalty: 4484.205566
	Iteration 49Q: 3 clusters Score -1025054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1025067.187500 Penalty: 4484.205566
	Iteration 50Q: 3 clusters Score -1025067 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1025087.875000 Penalty: 4484.205566
	Iteration 51Q: 3 clusters Score -1025088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1025112.875000 Penalty: 4484.205566
	Iteration 52Q: 3 clusters Score -1025113 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1025136.750000 Penalty: 4484.205566
	Iteration 53Q: 3 clusters Score -1025137 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1025164.250000 Penalty: 4484.205566
	Iteration 54Q: 3 clusters Score -1025164 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1025193.312500 Penalty: 4484.205566
	Iteration 55Q: 3 clusters Score -1025193 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1025225.187500 Penalty: 4484.205566
	Iteration 56Q: 3 clusters Score -1025225 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1025253.437500 Penalty: 4484.205566
	Iteration 57Q: 3 clusters Score -1025253 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1025283.875000 Penalty: 4484.205566
	Iteration 58Q: 3 clusters Score -1025284 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1025319.000000 Penalty: 4484.205566
	Iteration 59Q: 3 clusters Score -1025319 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1025362.750000 Penalty: 4484.205566
	Iteration 60F: 3 clusters Score -1025363 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1025405.437500 Penalty: 4484.205566
	Iteration 61Q: 3 clusters Score -1025405 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1025466.937500 Penalty: 4484.205566
	Iteration 62Q: 3 clusters Score -1025467 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1025518.250000 Penalty: 4484.205566
	Iteration 63Q: 3 clusters Score -1025518 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1025568.875000 Penalty: 4484.205566
	Iteration 64Q: 3 clusters Score -1025569 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1025609.062500 Penalty: 4484.205566
	Iteration 65Q: 3 clusters Score -1025609 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1025661.562500 Penalty: 4484.205566
	Iteration 66Q: 3 clusters Score -1025662 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1025721.687500 Penalty: 4484.205566
	Iteration 67Q: 3 clusters Score -1025722 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1025755.687500 Penalty: 4484.205566
	Iteration 68Q: 3 clusters Score -1025756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1025779.750000 Penalty: 4484.205566
	Iteration 69Q: 3 clusters Score -1025780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1025798.687500 Penalty: 4484.205566
	Iteration 70Q: 3 clusters Score -1025799 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1025818.250000 Penalty: 4484.205566
	Iteration 71Q: 3 clusters Score -1025818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1025820.125000 Penalty: 4484.205566
	Iteration 72Q: 3 clusters Score -1025820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1025825.875000 Penalty: 4484.205566
	Iteration 73Q: 3 clusters Score -1025826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1025828.687500 Penalty: 4484.205566
	Iteration 74Q: 3 clusters Score -1025829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1025832.125000 Penalty: 4484.205566
	Iteration 75Q: 3 clusters Score -1025832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1025833.312500 Penalty: 4484.205566
	Iteration 76Q: 3 clusters Score -1025833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1025835.250000 Penalty: 4484.205566
	Iteration 77Q: 3 clusters Score -1025835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1025836.062500 Penalty: 4484.205566
	Iteration 78Q: 3 clusters Score -1025836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1025836.750000 Penalty: 4484.205566
	Iteration 79Q: 3 clusters Score -1025837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1025836.875000 Penalty: 4484.205566
	Iteration 80F: 3 clusters Score -1025837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1025836.250000 Penalty: 4484.205566
	Iteration 81Q: 3 clusters Score -1025836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1025836.250000 Penalty: 4484.205566
	Iteration 82F: 3 clusters Score -1025836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Entering Unmasked Estep 
Score: -302308.562500 Penalty: 1924.172607
	Iteration 0F: 2 clusters Score -302308.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -299491.781250 Penalty: 3848.345215
	Iteration 0F: 3 clusters Score -299491.8 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -300023.750000 Penalty: 3848.345215
	Iteration 1F: 3 clusters Score -300023.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -300172.812500 Penalty: 3848.345215
	Iteration 2F: 3 clusters Score -300172.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -300262.937500 Penalty: 3848.345215
	Iteration 3Q: 3 clusters Score -300262.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -300315.000000 Penalty: 3848.345215
	Iteration 4Q: 3 clusters Score -300315 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -300340.562500 Penalty: 3848.345215
	Iteration 5Q: 3 clusters Score -300340.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -300353.593750 Penalty: 3848.345215
	Iteration 6Q: 3 clusters Score -300353.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -300365.437500 Penalty: 3848.345215
	Iteration 7Q: 3 clusters Score -300365.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -300374.843750 Penalty: 3848.345215
	Iteration 8Q: 3 clusters Score -300374.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -300380.156250 Penalty: 3848.345215
	Iteration 9Q: 3 clusters Score -300380.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -300382.562500 Penalty: 3848.345215
	Iteration 10Q: 3 clusters Score -300382.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -300384.031250 Penalty: 3848.345215
	Iteration 11Q: 3 clusters Score -300384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -300384.781250 Penalty: 3848.345215
	Iteration 12Q: 3 clusters Score -300384.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -300385.218750 Penalty: 3848.345215
	Iteration 13Q: 3 clusters Score -300385.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -300385.218750 Penalty: 3848.345215
	Iteration 14F: 3 clusters Score -300385.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Entering Unmasked Estep 
Score: -2604903.500000 Penalty: 2457.129150
	Iteration 0F: 2 clusters Score -2604904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2590738.000000 Penalty: 4914.258301
	Iteration 0F: 3 clusters Score -2590738 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2595348.500000 Penalty: 4914.258301
	Iteration 1F: 3 clusters Score -2595348 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2595738.000000 Penalty: 4914.258301
	Iteration 2F: 3 clusters Score -2595738 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2596056.750000 Penalty: 4914.258301
	Iteration 3Q: 3 clusters Score -2596057 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2596328.750000 Penalty: 4914.258301
	Iteration 4Q: 3 clusters Score -2596329 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2596621.250000 Penalty: 4914.258301
	Iteration 5Q: 3 clusters Score -2596621 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2596959.000000 Penalty: 4914.258301
	Iteration 6Q: 3 clusters Score -2596959 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2597427.250000 Penalty: 4914.258301
	Iteration 7Q: 3 clusters Score -2597427 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2597986.250000 Penalty: 4914.258301
	Iteration 8F: 3 clusters Score -2597986 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2598753.500000 Penalty: 4914.258301
	Iteration 9F: 3 clusters Score -2598754 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2599668.000000 Penalty: 4914.258301
	Iteration 10F: 3 clusters Score -2599668 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2600595.750000 Penalty: 4914.258301
	Iteration 11F: 3 clusters Score -2600596 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2601332.250000 Penalty: 4914.258301
	Iteration 12Q: 3 clusters Score -2601332 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2601852.000000 Penalty: 4914.258301
	Iteration 13Q: 3 clusters Score -2601852 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2602155.000000 Penalty: 4914.258301
	Iteration 14Q: 3 clusters Score -2602155 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2602343.250000 Penalty: 4914.258301
	Iteration 15Q: 3 clusters Score -2602343 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2602470.500000 Penalty: 4914.258301
	Iteration 16Q: 3 clusters Score -2602470 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2602560.500000 Penalty: 4914.258301
	Iteration 17Q: 3 clusters Score -2602560 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2602631.250000 Penalty: 4914.258301
	Iteration 18Q: 3 clusters Score -2602631 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2602672.500000 Penalty: 4914.258301
	Iteration 19Q: 3 clusters Score -2602672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2602702.250000 Penalty: 4914.258301
	Iteration 20F: 3 clusters Score -2602702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2602722.750000 Penalty: 4914.258301
	Iteration 21Q: 3 clusters Score -2602723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2602736.000000 Penalty: 4914.258301
	Iteration 22Q: 3 clusters Score -2602736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2602743.500000 Penalty: 4914.258301
	Iteration 23Q: 3 clusters Score -2602744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2602751.250000 Penalty: 4914.258301
	Iteration 24Q: 3 clusters Score -2602751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2602748.750000 Penalty: 4914.258301
	Iteration 25Q: 3 clusters Score -2602749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2602754.000000 Penalty: 4914.258301
	Iteration 26Q: 3 clusters Score -2602754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2602757.000000 Penalty: 4914.258301
	Iteration 27Q: 3 clusters Score -2602757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2602763.750000 Penalty: 4914.258301
	Iteration 28Q: 3 clusters Score -2602764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2602770.500000 Penalty: 4914.258301
	Iteration 29Q: 3 clusters Score -2602770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2602775.000000 Penalty: 4914.258301
	Iteration 30Q: 3 clusters Score -2602775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2602781.000000 Penalty: 4914.258301
	Iteration 31Q: 3 clusters Score -2602781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2602782.500000 Penalty: 4914.258301
	Iteration 32Q: 3 clusters Score -2602782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2602783.000000 Penalty: 4914.258301
	Iteration 33Q: 3 clusters Score -2602783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2602783.000000 Penalty: 4914.258301
	Iteration 34F: 3 clusters Score -2602783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -102801.734375 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -102801.7 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 439 members 
Entering Unmasked Estep 
Score: -100968.851562 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -100968.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -101356.320312 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -101356.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101601.375000 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -101601.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -101780.382812 Penalty: 3362.841309
	Iteration 3F: 3 clusters Score -101780.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -101927.601562 Penalty: 3362.841309
	Iteration 4F: 3 clusters Score -101927.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -102042.835938 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -102042.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -102121.476562 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -102121.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -102196.382812 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -102196.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -102311.046875 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -102311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -102590.960938 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -102591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -102843.296875 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -102843.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -102927.140625 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -102927.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -102945.554688 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -102945.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -102953.914062 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -102953.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -102966.156250 Penalty: 3362.841309
	Iteration 14Q: 3 clusters Score -102966.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -102976.109375 Penalty: 3362.841309
	Iteration 15Q: 3 clusters Score -102976.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -102978.617188 Penalty: 3362.841309
	Iteration 16Q: 3 clusters Score -102978.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -102984.406250 Penalty: 3362.841309
	Iteration 17Q: 3 clusters Score -102984.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -102984.406250 Penalty: 3362.841309
	Iteration 18F: 3 clusters Score -102984.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108439 members 
Mstep: Class 5 contains 26998 members 
Mstep: Class 6 contains 2445 members 
Mstep: Class 7 contains 44065 members 
Mstep: Class 8 contains 36573 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11197 members 
Mstep: Class 19 contains 9991 members 
Mstep: Class 20 contains 22913 members 
Mstep: Class 21 contains 8440 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20086 members 
Mstep: Class 24 contains 278 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125985 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 710 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 602 members 
Entering Unmasked Estep 
Score: -73855448.000000 Penalty: 118472.648438
Splitting cluster 24 changes total score from -73856768.000000 to -73855448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -50611.875000 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -50611.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49223.523438 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -49223.52 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49524.277344 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -49524.28 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -49673.617188 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -49673.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -49794.718750 Penalty: 3020.166260
	Iteration 3F: 3 clusters Score -49794.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -49903.332031 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -49903.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -49973.316406 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -49973.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -50020.753906 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -50020.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -50039.089844 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -50039.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -50056.394531 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -50056.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -50058.984375 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -50058.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -50058.984375 Penalty: 3020.166260
	Iteration 10F: 3 clusters Score -50058.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Entering Unmasked Estep 
Score: -3489799.750000 Penalty: 2527.859131
	Iteration 0F: 2 clusters Score -3489800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3471378.000000 Penalty: 5055.718262
	Iteration 0F: 3 clusters Score -3471378 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3478027.500000 Penalty: 5055.718262
	Iteration 1F: 3 clusters Score -3478028 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -3478733.000000 Penalty: 5055.718262
	Iteration 2F: 3 clusters Score -3478733 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -3479452.500000 Penalty: 5055.718262
	Iteration 3F: 3 clusters Score -3479452 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3480230.500000 Penalty: 5055.718262
	Iteration 4F: 3 clusters Score -3480230 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -3481151.500000 Penalty: 5055.718262
	Iteration 5F: 3 clusters Score -3481152 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -3482168.750000 Penalty: 5055.718262
	Iteration 6F: 3 clusters Score -3482169 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -3483166.750000 Penalty: 5055.718262
	Iteration 7F: 3 clusters Score -3483167 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -3483935.500000 Penalty: 5055.718262
	Iteration 8F: 3 clusters Score -3483936 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -3484587.750000 Penalty: 5055.718262
	Iteration 9Q: 3 clusters Score -3484588 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3485097.750000 Penalty: 5055.718262
	Iteration 10Q: 3 clusters Score -3485098 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3485518.250000 Penalty: 5055.718262
	Iteration 11Q: 3 clusters Score -3485518 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3485862.750000 Penalty: 5055.718262
	Iteration 12Q: 3 clusters Score -3485863 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -3486167.250000 Penalty: 5055.718262
	Iteration 13Q: 3 clusters Score -3486167 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3486448.250000 Penalty: 5055.718262
	Iteration 14Q: 3 clusters Score -3486448 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3486736.000000 Penalty: 5055.718262
	Iteration 15Q: 3 clusters Score -3486736 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3487100.000000 Penalty: 5055.718262
	Iteration 16Q: 3 clusters Score -3487100 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3487627.500000 Penalty: 5055.718262
	Iteration 17Q: 3 clusters Score -3487628 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3488221.000000 Penalty: 5055.718262
	Iteration 18Q: 3 clusters Score -3488221 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3488738.250000 Penalty: 5055.718262
	Iteration 19Q: 3 clusters Score -3488738 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3489064.750000 Penalty: 5055.718262
	Iteration 20F: 3 clusters Score -3489065 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3489230.250000 Penalty: 5055.718262
	Iteration 21Q: 3 clusters Score -3489230 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3489294.250000 Penalty: 5055.718262
	Iteration 22Q: 3 clusters Score -3489294 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -3489326.000000 Penalty: 5055.718262
	Iteration 23Q: 3 clusters Score -3489326 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3489342.000000 Penalty: 5055.718262
	Iteration 24Q: 3 clusters Score -3489342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3489364.750000 Penalty: 5055.718262
	Iteration 25Q: 3 clusters Score -3489365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3489368.250000 Penalty: 5055.718262
	Iteration 26Q: 3 clusters Score -3489368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3489377.000000 Penalty: 5055.718262
	Iteration 27Q: 3 clusters Score -3489377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3489379.000000 Penalty: 5055.718262
	Iteration 28Q: 3 clusters Score -3489379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -3489385.000000 Penalty: 5055.718262
	Iteration 29Q: 3 clusters Score -3489385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3489383.000000 Penalty: 5055.718262
	Iteration 30Q: 3 clusters Score -3489383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3489381.750000 Penalty: 5055.718262
	Iteration 31Q: 3 clusters Score -3489382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3489383.250000 Penalty: 5055.718262
	Iteration 32Q: 3 clusters Score -3489383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3489381.000000 Penalty: 5055.718262
	Iteration 33Q: 3 clusters Score -3489381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3489378.500000 Penalty: 5055.718262
	Iteration 34Q: 3 clusters Score -3489378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3489382.000000 Penalty: 5055.718262
	Iteration 35Q: 3 clusters Score -3489382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3489383.250000 Penalty: 5055.718262
	Iteration 36Q: 3 clusters Score -3489383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3489381.500000 Penalty: 5055.718262
	Iteration 37Q: 3 clusters Score -3489382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3489382.500000 Penalty: 5055.718262
	Iteration 38Q: 3 clusters Score -3489382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -3489386.750000 Penalty: 5055.718262
	Iteration 39Q: 3 clusters Score -3489387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3489382.750000 Penalty: 5055.718262
	Iteration 40F: 3 clusters Score -3489383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3489385.750000 Penalty: 5055.718262
	Iteration 41Q: 3 clusters Score -3489386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3489383.750000 Penalty: 5055.718262
	Iteration 42Q: 3 clusters Score -3489384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3489383.750000 Penalty: 5055.718262
	Iteration 43Q: 3 clusters Score -3489384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3489383.750000 Penalty: 5055.718262
	Iteration 44F: 3 clusters Score -3489384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Entering Unmasked Estep 
Score: -613541.250000 Penalty: 2098.286865
	Iteration 0F: 2 clusters Score -613541.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -609186.750000 Penalty: 4196.573730
	Iteration 0F: 3 clusters Score -609186.8 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -610182.625000 Penalty: 4196.573730
	Iteration 1F: 3 clusters Score -610182.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -610362.500000 Penalty: 4196.573730
	Iteration 2F: 3 clusters Score -610362.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -610469.312500 Penalty: 4196.573730
	Iteration 3Q: 3 clusters Score -610469.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -610555.375000 Penalty: 4196.573730
	Iteration 4Q: 3 clusters Score -610555.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -610621.000000 Penalty: 4196.573730
	Iteration 5Q: 3 clusters Score -610621 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -610667.875000 Penalty: 4196.573730
	Iteration 6Q: 3 clusters Score -610667.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -610698.125000 Penalty: 4196.573730
	Iteration 7Q: 3 clusters Score -610698.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -610730.875000 Penalty: 4196.573730
	Iteration 8Q: 3 clusters Score -610730.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -610759.437500 Penalty: 4196.573730
	Iteration 9Q: 3 clusters Score -610759.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -610785.000000 Penalty: 4196.573730
	Iteration 10Q: 3 clusters Score -610785 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -610816.187500 Penalty: 4196.573730
	Iteration 11Q: 3 clusters Score -610816.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -610844.187500 Penalty: 4196.573730
	Iteration 12Q: 3 clusters Score -610844.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -610874.500000 Penalty: 4196.573730
	Iteration 13Q: 3 clusters Score -610874.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -610907.125000 Penalty: 4196.573730
	Iteration 14Q: 3 clusters Score -610907.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -610932.250000 Penalty: 4196.573730
	Iteration 15Q: 3 clusters Score -610932.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -610966.437500 Penalty: 4196.573730
	Iteration 16Q: 3 clusters Score -610966.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -611004.687500 Penalty: 4196.573730
	Iteration 17Q: 3 clusters Score -611004.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -611053.500000 Penalty: 4196.573730
	Iteration 18Q: 3 clusters Score -611053.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -611113.062500 Penalty: 4196.573730
	Iteration 19Q: 3 clusters Score -611113.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -611161.125000 Penalty: 4196.573730
	Iteration 20F: 3 clusters Score -611161.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -611202.875000 Penalty: 4196.573730
	Iteration 21Q: 3 clusters Score -611202.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -611253.062500 Penalty: 4196.573730
	Iteration 22Q: 3 clusters Score -611253.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -611309.187500 Penalty: 4196.573730
	Iteration 23Q: 3 clusters Score -611309.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -611355.625000 Penalty: 4196.573730
	Iteration 24Q: 3 clusters Score -611355.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -611395.625000 Penalty: 4196.573730
	Iteration 25Q: 3 clusters Score -611395.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -611431.625000 Penalty: 4196.573730
	Iteration 26Q: 3 clusters Score -611431.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -611460.875000 Penalty: 4196.573730
	Iteration 27Q: 3 clusters Score -611460.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -611486.687500 Penalty: 4196.573730
	Iteration 28Q: 3 clusters Score -611486.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -611511.250000 Penalty: 4196.573730
	Iteration 29Q: 3 clusters Score -611511.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -611532.125000 Penalty: 4196.573730
	Iteration 30Q: 3 clusters Score -611532.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -611551.500000 Penalty: 4196.573730
	Iteration 31Q: 3 clusters Score -611551.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -611573.375000 Penalty: 4196.573730
	Iteration 32Q: 3 clusters Score -611573.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -611595.687500 Penalty: 4196.573730
	Iteration 33Q: 3 clusters Score -611595.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -611617.500000 Penalty: 4196.573730
	Iteration 34Q: 3 clusters Score -611617.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -611636.375000 Penalty: 4196.573730
	Iteration 35Q: 3 clusters Score -611636.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -611654.187500 Penalty: 4196.573730
	Iteration 36Q: 3 clusters Score -611654.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -611669.812500 Penalty: 4196.573730
	Iteration 37Q: 3 clusters Score -611669.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -611678.500000 Penalty: 4196.573730
	Iteration 38Q: 3 clusters Score -611678.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -611687.812500 Penalty: 4196.573730
	Iteration 39Q: 3 clusters Score -611687.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -611694.750000 Penalty: 4196.573730
	Iteration 40F: 3 clusters Score -611694.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -611701.437500 Penalty: 4196.573730
	Iteration 41Q: 3 clusters Score -611701.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -611705.437500 Penalty: 4196.573730
	Iteration 42Q: 3 clusters Score -611705.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -611710.437500 Penalty: 4196.573730
	Iteration 43Q: 3 clusters Score -611710.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -611714.750000 Penalty: 4196.573730
	Iteration 44Q: 3 clusters Score -611714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -611716.437500 Penalty: 4196.573730
	Iteration 45Q: 3 clusters Score -611716.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -611720.000000 Penalty: 4196.573730
	Iteration 46Q: 3 clusters Score -611720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -611722.187500 Penalty: 4196.573730
	Iteration 47Q: 3 clusters Score -611722.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -611723.500000 Penalty: 4196.573730
	Iteration 48Q: 3 clusters Score -611723.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -611726.687500 Penalty: 4196.573730
	Iteration 49Q: 3 clusters Score -611726.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -611731.687500 Penalty: 4196.573730
	Iteration 50Q: 3 clusters Score -611731.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -611734.250000 Penalty: 4196.573730
	Iteration 51Q: 3 clusters Score -611734.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -611735.437500 Penalty: 4196.573730
	Iteration 52Q: 3 clusters Score -611735.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -611735.437500 Penalty: 4196.573730
	Iteration 53F: 3 clusters Score -611735.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (125985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125985 members 
Entering Unmasked Estep 
Score: -16595874.000000 Penalty: 2912.491699
	Iteration 0F: 2 clusters Score -1.659587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 62804 members 
Entering Unmasked Estep 
Score: -16511955.000000 Penalty: 5824.983398
	Iteration 0F: 3 clusters Score -1.651196e+07 nChanged 60006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 59452 members 
Entering Unmasked Estep 
Score: -16546718.000000 Penalty: 5824.983398
	Iteration 1F: 3 clusters Score -1.654672e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68415 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -16547629.000000 Penalty: 5824.983398
	Iteration 2Q: 3 clusters Score -1.654763e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 54740 members 
Entering Unmasked Estep 
Score: -16549068.000000 Penalty: 5824.983398
	Iteration 3Q: 3 clusters Score -1.654907e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75444 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -16550952.000000 Penalty: 5824.983398
	Iteration 4Q: 3 clusters Score -1.655095e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81535 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -16554646.000000 Penalty: 5824.983398
	Iteration 5F: 3 clusters Score -1.655465e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89850 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -16560520.000000 Penalty: 5824.983398
	Iteration 6F: 3 clusters Score -1.656052e+07 nChanged 10056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99786 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -16569063.000000 Penalty: 5824.983398
	Iteration 7F: 3 clusters Score -1.656906e+07 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109617 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -16578373.000000 Penalty: 5824.983398
	Iteration 8F: 3 clusters Score -1.657837e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116983 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -16585362.000000 Penalty: 5824.983398
	Iteration 9F: 3 clusters Score -1.658536e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121333 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -16589381.000000 Penalty: 5824.983398
	Iteration 10Q: 3 clusters Score -1.658938e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123557 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -16591339.000000 Penalty: 5824.983398
	Iteration 11Q: 3 clusters Score -1.659134e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124650 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -16592291.000000 Penalty: 5824.983398
	Iteration 12Q: 3 clusters Score -1.659229e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125159 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -16592774.000000 Penalty: 5824.983398
	Iteration 13Q: 3 clusters Score -1.659277e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125390 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -16593003.000000 Penalty: 5824.983398
	Iteration 14Q: 3 clusters Score -1.6593e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125482 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -16593129.000000 Penalty: 5824.983398
	Iteration 15Q: 3 clusters Score -1.659313e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125529 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -16593226.000000 Penalty: 5824.983398
	Iteration 16Q: 3 clusters Score -1.659323e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125553 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -16593264.000000 Penalty: 5824.983398
	Iteration 17Q: 3 clusters Score -1.659326e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125575 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -16593291.000000 Penalty: 5824.983398
	Iteration 18Q: 3 clusters Score -1.659329e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125581 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -16593315.000000 Penalty: 5824.983398
	Iteration 19Q: 3 clusters Score -1.659332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125595 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -16593327.000000 Penalty: 5824.983398
	Iteration 20F: 3 clusters Score -1.659333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125607 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -16593368.000000 Penalty: 5824.983398
	Iteration 21Q: 3 clusters Score -1.659337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125616 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -16593371.000000 Penalty: 5824.983398
	Iteration 22Q: 3 clusters Score -1.659337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125622 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -16593367.000000 Penalty: 5824.983398
	Iteration 23Q: 3 clusters Score -1.659337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125623 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -16593377.000000 Penalty: 5824.983398
	Iteration 24Q: 3 clusters Score -1.659338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125629 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -16593390.000000 Penalty: 5824.983398
	Iteration 25Q: 3 clusters Score -1.659339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125634 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -16593391.000000 Penalty: 5824.983398
	Iteration 26Q: 3 clusters Score -1.659339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125633 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -16593384.000000 Penalty: 5824.983398
	Iteration 27Q: 3 clusters Score -1.659338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125633 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -16593386.000000 Penalty: 5824.983398
	Iteration 28Q: 3 clusters Score -1.659339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125630 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -16593391.000000 Penalty: 5824.983398
	Iteration 29Q: 3 clusters Score -1.659339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125629 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -16593403.000000 Penalty: 5824.983398
	Iteration 30Q: 3 clusters Score -1.65934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125630 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -16593395.000000 Penalty: 5824.983398
	Iteration 31Q: 3 clusters Score -1.65934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125631 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -16593403.000000 Penalty: 5824.983398
	Iteration 32Q: 3 clusters Score -1.65934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125632 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -16593401.000000 Penalty: 5824.983398
	Iteration 33Q: 3 clusters Score -1.65934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125633 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -16593393.000000 Penalty: 5824.983398
	Iteration 34Q: 3 clusters Score -1.659339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125632 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -16593403.000000 Penalty: 5824.983398
	Iteration 35Q: 3 clusters Score -1.65934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125631 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -16593404.000000 Penalty: 5824.983398
	Iteration 36Q: 3 clusters Score -1.65934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125631 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -16593410.000000 Penalty: 5824.983398
	Iteration 37Q: 3 clusters Score -1.659341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125635 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -16593424.000000 Penalty: 5824.983398
	Iteration 38Q: 3 clusters Score -1.659342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125635 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -16593418.000000 Penalty: 5824.983398
	Iteration 39Q: 3 clusters Score -1.659342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125634 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -16593412.000000 Penalty: 5824.983398
	Iteration 40F: 3 clusters Score -1.659341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Entering Unmasked Estep 
Score: -730420.375000 Penalty: 2139.481934
	Iteration 0F: 2 clusters Score -730420.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -725550.187500 Penalty: 4278.963867
	Iteration 0F: 3 clusters Score -725550.2 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -726904.375000 Penalty: 4278.963867
	Iteration 1F: 3 clusters Score -726904.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -727370.187500 Penalty: 4278.963867
	Iteration 2F: 3 clusters Score -727370.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -727848.750000 Penalty: 4278.963867
	Iteration 3F: 3 clusters Score -727848.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -728203.250000 Penalty: 4278.963867
	Iteration 4F: 3 clusters Score -728203.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -728555.500000 Penalty: 4278.963867
	Iteration 5F: 3 clusters Score -728555.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -728846.000000 Penalty: 4278.963867
	Iteration 6F: 3 clusters Score -728846 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -729098.812500 Penalty: 4278.963867
	Iteration 7Q: 3 clusters Score -729098.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -729252.187500 Penalty: 4278.963867
	Iteration 8Q: 3 clusters Score -729252.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -729337.187500 Penalty: 4278.963867
	Iteration 9Q: 3 clusters Score -729337.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -729402.312500 Penalty: 4278.963867
	Iteration 10Q: 3 clusters Score -729402.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -729440.562500 Penalty: 4278.963867
	Iteration 11Q: 3 clusters Score -729440.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -729464.250000 Penalty: 4278.963867
	Iteration 12Q: 3 clusters Score -729464.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -729484.125000 Penalty: 4278.963867
	Iteration 13Q: 3 clusters Score -729484.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -729495.375000 Penalty: 4278.963867
	Iteration 14Q: 3 clusters Score -729495.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -729505.937500 Penalty: 4278.963867
	Iteration 15Q: 3 clusters Score -729505.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -729517.250000 Penalty: 4278.963867
	Iteration 16Q: 3 clusters Score -729517.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -729530.375000 Penalty: 4278.963867
	Iteration 17Q: 3 clusters Score -729530.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -729541.625000 Penalty: 4278.963867
	Iteration 18Q: 3 clusters Score -729541.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -729548.000000 Penalty: 4278.963867
	Iteration 19Q: 3 clusters Score -729548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -729551.437500 Penalty: 4278.963867
	Iteration 20F: 3 clusters Score -729551.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -729553.312500 Penalty: 4278.963867
	Iteration 21Q: 3 clusters Score -729553.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -729555.437500 Penalty: 4278.963867
	Iteration 22Q: 3 clusters Score -729555.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -729558.937500 Penalty: 4278.963867
	Iteration 23Q: 3 clusters Score -729558.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -729558.375000 Penalty: 4278.963867
	Iteration 24Q: 3 clusters Score -729558.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -729560.500000 Penalty: 4278.963867
	Iteration 25Q: 3 clusters Score -729560.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -729561.000000 Penalty: 4278.963867
	Iteration 26Q: 3 clusters Score -729561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -729561.875000 Penalty: 4278.963867
	Iteration 27Q: 3 clusters Score -729561.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -729560.937500 Penalty: 4278.963867
	Iteration 28Q: 3 clusters Score -729560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -729561.312500 Penalty: 4278.963867
	Iteration 29Q: 3 clusters Score -729561.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -729564.375000 Penalty: 4278.963867
	Iteration 30Q: 3 clusters Score -729564.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -729565.062500 Penalty: 4278.963867
	Iteration 31Q: 3 clusters Score -729565.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -729568.125000 Penalty: 4278.963867
	Iteration 32Q: 3 clusters Score -729568.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -729570.750000 Penalty: 4278.963867
	Iteration 33Q: 3 clusters Score -729570.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -729570.312500 Penalty: 4278.963867
	Iteration 34Q: 3 clusters Score -729570.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -729571.812500 Penalty: 4278.963867
	Iteration 35Q: 3 clusters Score -729571.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -729572.000000 Penalty: 4278.963867
	Iteration 36Q: 3 clusters Score -729572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -729573.125000 Penalty: 4278.963867
	Iteration 37Q: 3 clusters Score -729573.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -729573.812500 Penalty: 4278.963867
	Iteration 38Q: 3 clusters Score -729573.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -729574.500000 Penalty: 4278.963867
	Iteration 39Q: 3 clusters Score -729574.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -729572.250000 Penalty: 4278.963867
	Iteration 40F: 3 clusters Score -729572.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -63338.250000 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -63338.25 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 269 members 
Entering Unmasked Estep 
Score: -61795.308594 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -61795.31 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62051.933594 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -62051.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62200.261719 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -62200.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62307.210938 Penalty: 3127.912598
	Iteration 3F: 3 clusters Score -62307.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62391.019531 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -62391.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -62442.480469 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -62442.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62483.773438 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -62483.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -62523.046875 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -62523.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -62554.343750 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -62554.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62568.917969 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -62568.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62587.929688 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -62587.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -62598.085938 Penalty: 3127.912598
	Iteration 11Q: 3 clusters Score -62598.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -62598.085938 Penalty: 3127.912598
	Iteration 12F: 3 clusters Score -62598.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -81405.687500 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -81405.69 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 370 members 
Entering Unmasked Estep 
Score: -79719.164062 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -79719.16 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79973.515625 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -79973.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80087.640625 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -80087.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80139.335938 Penalty: 3256.371582
	Iteration 3Q: 3 clusters Score -80139.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80191.062500 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -80191.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80216.500000 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -80216.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80234.093750 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -80234.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80242.828125 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -80242.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80253.445312 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -80253.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80263.390625 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -80263.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80275.953125 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -80275.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80284.937500 Penalty: 3256.371582
	Iteration 11Q: 3 clusters Score -80284.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80291.335938 Penalty: 3256.371582
	Iteration 12Q: 3 clusters Score -80291.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80294.718750 Penalty: 3256.371582
	Iteration 13Q: 3 clusters Score -80294.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80294.718750 Penalty: 3256.371582
	Iteration 14F: 3 clusters Score -80294.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -31740.554688 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -31740.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30519.527344 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -30519.53 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30692.947266 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -30692.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30835.427734 Penalty: 2861.087158
	Iteration 2F: 3 clusters Score -30835.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30938.158203 Penalty: 2861.087158
	Iteration 3F: 3 clusters Score -30938.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31058.146484 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -31058.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31176.445312 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -31176.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -31224.359375 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -31224.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -31241.759766 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -31241.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -31254.671875 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -31254.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31292.085938 Penalty: 2861.087158
	Iteration 9Q: 3 clusters Score -31292.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31404.234375 Penalty: 2861.087158
	Iteration 10Q: 3 clusters Score -31404.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31494.755859 Penalty: 2861.087158
	Iteration 11Q: 3 clusters Score -31494.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31518.992188 Penalty: 2861.087158
	Iteration 12Q: 3 clusters Score -31518.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31545.171875 Penalty: 2861.087158
	Iteration 13Q: 3 clusters Score -31545.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -31564.484375 Penalty: 2861.087158
	Iteration 14Q: 3 clusters Score -31564.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -31586.681641 Penalty: 2861.087158
	Iteration 15Q: 3 clusters Score -31586.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31600.484375 Penalty: 2861.087158
	Iteration 16Q: 3 clusters Score -31600.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31620.337891 Penalty: 2861.087158
	Iteration 17F: 3 clusters Score -31620.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -31668.464844 Penalty: 2861.087158
	Iteration 18Q: 3 clusters Score -31668.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31679.595703 Penalty: 2861.087158
	Iteration 19Q: 3 clusters Score -31679.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31679.595703 Penalty: 2861.087158
	Iteration 20F: 3 clusters Score -31679.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -52075.281250 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -52075.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -50662.671875 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -50662.67 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50809.519531 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -50809.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50847.636719 Penalty: 2999.496582
	Iteration 2Q: 3 clusters Score -50847.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50873.648438 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -50873.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50910.339844 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -50910.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -50935.007812 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -50935.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50940.734375 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -50940.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50955.199219 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -50955.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50964.515625 Penalty: 2999.496582
	Iteration 8Q: 3 clusters Score -50964.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50969.070312 Penalty: 2999.496582
	Iteration 9Q: 3 clusters Score -50969.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50974.398438 Penalty: 2999.496582
	Iteration 10Q: 3 clusters Score -50974.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50982.027344 Penalty: 2999.496582
	Iteration 11Q: 3 clusters Score -50982.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50991.332031 Penalty: 2999.496582
	Iteration 12Q: 3 clusters Score -50991.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50995.496094 Penalty: 2999.496582
	Iteration 13Q: 3 clusters Score -50995.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50995.496094 Penalty: 2999.496582
	Iteration 14F: 3 clusters Score -50995.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -73642.117188 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -73642.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72001.531250 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -72001.53 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -72290.273438 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -72290.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72452.726562 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -72452.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -72750.210938 Penalty: 3183.509033
	Iteration 3F: 3 clusters Score -72750.21 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -73210.945312 Penalty: 3183.509033
	Iteration 4F: 3 clusters Score -73210.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -73701.734375 Penalty: 3183.509033
	Iteration 5F: 3 clusters Score -73701.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -73766.632812 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -73766.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -73802.007812 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -73802.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73844.265625 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -73844.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -73892.875000 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -73892.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -73920.781250 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -73920.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -73950.968750 Penalty: 3183.509033
	Iteration 11Q: 3 clusters Score -73950.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -73968.289062 Penalty: 3183.509033
	Iteration 12Q: 3 clusters Score -73968.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -73968.289062 Penalty: 3183.509033
	Iteration 13F: 3 clusters Score -73968.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108439 members 
Mstep: Class 5 contains 26998 members 
Mstep: Class 6 contains 2445 members 
Mstep: Class 7 contains 44065 members 
Mstep: Class 8 contains 36573 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11197 members 
Mstep: Class 19 contains 9991 members 
Mstep: Class 20 contains 22913 members 
Mstep: Class 21 contains 8440 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20086 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125985 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 710 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 468 members 
Entering Unmasked Estep 
Score: -73855632.000000 Penalty: 118472.648438
Splitting cluster 34 changes total score from -73856768.000000 to -73855632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -98631.031250 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -98631.03 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 417 members 
Entering Unmasked Estep 
Score: -96803.328125 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -96803.33 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97083.335938 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -97083.34 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97241.750000 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -97241.75 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -97363.421875 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -97363.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -97473.679688 Penalty: 3330.228516
	Iteration 4Q: 3 clusters Score -97473.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97543.117188 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -97543.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97692.085938 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -97692.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97876.218750 Penalty: 3330.228516
	Iteration 7F: 3 clusters Score -97876.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -98037.570312 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -98037.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -98296.914062 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -98296.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -98715.671875 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -98715.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -98959.984375 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -98959.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -99124.726562 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -99124.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -99214.015625 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -99214.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -99278.234375 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -99278.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -99329.570312 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -99329.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -99438.960938 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -99438.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -99674.750000 Penalty: 3330.228516
	Iteration 17Q: 3 clusters Score -99674.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -99674.750000 Penalty: 3330.228516
	Iteration 18F: 3 clusters Score -99674.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108439 members 
Mstep: Class 5 contains 26998 members 
Mstep: Class 6 contains 2445 members 
Mstep: Class 7 contains 44065 members 
Mstep: Class 8 contains 36573 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11197 members 
Mstep: Class 19 contains 9991 members 
Mstep: Class 20 contains 22913 members 
Mstep: Class 21 contains 8440 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20086 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125985 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 710 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 391 members 
Mstep: Class 36 contains 433 members 
Entering Unmasked Estep 
Score: -73856224.000000 Penalty: 118472.648438
Splitting cluster 35 changes total score from -73856768.000000 to -73856224.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108439 members 
Mstep: Class 5 contains 26998 members 
Mstep: Class 6 contains 2445 members 
Mstep: Class 7 contains 44065 members 
Mstep: Class 8 contains 36573 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11197 members 
Mstep: Class 19 contains 9991 members 
Mstep: Class 20 contains 22913 members 
Mstep: Class 21 contains 8440 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20086 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125985 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 710 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856784.000000 Penalty: 115181.742188
Iteration 159Q: 36 clusters Score -7.385678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14102 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108438 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2445 members 
Mstep: Class 7 contains 44066 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11197 members 
Mstep: Class 19 contains 9992 members 
Mstep: Class 20 contains 22913 members 
Mstep: Class 21 contains 8440 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20087 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125984 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 710 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856792.000000 Penalty: 115181.742188
Iteration 160F: 36 clusters Score -7.385679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14101 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108440 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2442 members 
Mstep: Class 7 contains 44067 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11197 members 
Mstep: Class 19 contains 9993 members 
Mstep: Class 20 contains 22913 members 
Mstep: Class 21 contains 8440 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20089 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125982 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 710 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856776.000000 Penalty: 115181.742188
Iteration 161Q: 36 clusters Score -7.385678e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108440 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2437 members 
Mstep: Class 7 contains 44070 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1243 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11199 members 
Mstep: Class 19 contains 9998 members 
Mstep: Class 20 contains 22913 members 
Mstep: Class 21 contains 8441 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125979 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 710 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856792.000000 Penalty: 115181.742188
Iteration 162Q: 36 clusters Score -7.385679e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14103 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 108439 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 44071 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1237 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21400 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 10001 members 
Mstep: Class 20 contains 22912 members 
Mstep: Class 21 contains 8442 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20089 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26715 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125977 members 
Mstep: Class 29 contains 5581 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 709 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856808.000000 Penalty: 115181.742188
Iteration 163Q: 36 clusters Score -7.385681e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14100 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 108438 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2435 members 
Mstep: Class 7 contains 44071 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1234 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21401 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11206 members 
Mstep: Class 19 contains 10003 members 
Mstep: Class 20 contains 22911 members 
Mstep: Class 21 contains 8441 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20091 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26716 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125976 members 
Mstep: Class 29 contains 5581 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 710 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856792.000000 Penalty: 115181.742188
Iteration 164Q: 36 clusters Score -7.385679e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14098 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 108440 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2432 members 
Mstep: Class 7 contains 44073 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1227 members 
Mstep: Class 12 contains 5337 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11204 members 
Mstep: Class 19 contains 10005 members 
Mstep: Class 20 contains 22911 members 
Mstep: Class 21 contains 8442 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20091 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125975 members 
Mstep: Class 29 contains 5581 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 715 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856824.000000 Penalty: 115181.742188
Iteration 165Q: 36 clusters Score -7.385682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14099 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 108439 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2430 members 
Mstep: Class 7 contains 44076 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1224 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 10008 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8443 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125974 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 719 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856880.000000 Penalty: 115181.742188
Iteration 166Q: 36 clusters Score -7.385688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14097 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 108440 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2424 members 
Mstep: Class 7 contains 44081 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8443 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856848.000000 Penalty: 115181.742188
Iteration 167Q: 36 clusters Score -7.385685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14097 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 108439 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2424 members 
Mstep: Class 7 contains 44082 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8443 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26716 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856832.000000 Penalty: 115181.742188
Iteration 168Q: 36 clusters Score -7.385683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14096 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 108437 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2422 members 
Mstep: Class 7 contains 44085 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8443 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26716 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856848.000000 Penalty: 115181.742188
Iteration 169Q: 36 clusters Score -7.385685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 108434 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 44090 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8443 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856816.000000 Penalty: 115181.742188
Iteration 170Q: 36 clusters Score -7.385682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 108439 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2414 members 
Mstep: Class 7 contains 44092 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8443 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856848.000000 Penalty: 115181.742188
Iteration 171Q: 36 clusters Score -7.385685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 108437 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2414 members 
Mstep: Class 7 contains 44094 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8443 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856864.000000 Penalty: 115181.742188
Iteration 172Q: 36 clusters Score -7.385686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 108437 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2408 members 
Mstep: Class 7 contains 44100 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8443 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856880.000000 Penalty: 115181.742188
Iteration 173Q: 36 clusters Score -7.385688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2792 members 
Mstep: Class 4 contains 108434 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2403 members 
Mstep: Class 7 contains 44107 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8443 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856864.000000 Penalty: 115181.742188
Iteration 174Q: 36 clusters Score -7.385686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2793 members 
Mstep: Class 4 contains 108431 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 44114 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30856 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8444 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856816.000000 Penalty: 115181.742188
Iteration 175Q: 36 clusters Score -7.385682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2794 members 
Mstep: Class 4 contains 108427 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2395 members 
Mstep: Class 7 contains 44120 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8444 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856784.000000 Penalty: 115181.742188
Iteration 176Q: 36 clusters Score -7.385678e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 108423 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 44121 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8444 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856816.000000 Penalty: 115181.742188
Iteration 177Q: 36 clusters Score -7.385682e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 108420 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2389 members 
Mstep: Class 7 contains 44132 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21403 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14281 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8445 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856800.000000 Penalty: 115181.742188
Iteration 178Q: 36 clusters Score -7.38568e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 108411 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2392 members 
Mstep: Class 7 contains 44136 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8446 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856840.000000 Penalty: 115181.742188
Iteration 179Q: 36 clusters Score -7.385684e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 108405 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2391 members 
Mstep: Class 7 contains 44143 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8447 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856832.000000 Penalty: 115181.742188
Iteration 180F: 36 clusters Score -7.385683e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 108396 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2386 members 
Mstep: Class 7 contains 44155 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8449 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856784.000000 Penalty: 115181.742188
Iteration 181Q: 36 clusters Score -7.385678e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 108389 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2382 members 
Mstep: Class 7 contains 44166 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30855 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11201 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8451 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856784.000000 Penalty: 115181.742188
Iteration 182Q: 36 clusters Score -7.385678e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 108379 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2378 members 
Mstep: Class 7 contains 44178 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21404 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30854 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11200 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8455 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856816.000000 Penalty: 115181.742188
Iteration 183Q: 36 clusters Score -7.385682e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 108368 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2385 members 
Mstep: Class 7 contains 44185 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21403 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30852 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11200 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8455 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856816.000000 Penalty: 115181.742188
Iteration 184Q: 36 clusters Score -7.385682e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 108368 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 44190 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21402 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30852 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11200 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8457 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856792.000000 Penalty: 115181.742188
Iteration 185Q: 36 clusters Score -7.385679e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 108368 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 44201 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21402 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30851 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11200 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8459 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856824.000000 Penalty: 115181.742188
Iteration 186Q: 36 clusters Score -7.385682e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 108366 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2359 members 
Mstep: Class 7 contains 44211 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21402 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30851 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11200 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8459 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856824.000000 Penalty: 115181.742188
Iteration 187Q: 36 clusters Score -7.385682e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 108364 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 44213 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21402 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30851 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11200 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8461 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856824.000000 Penalty: 115181.742188
Iteration 188Q: 36 clusters Score -7.385682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 108363 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 7 contains 44213 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21402 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30851 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11198 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8462 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4725 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856872.000000 Penalty: 115181.742188
Iteration 189Q: 36 clusters Score -7.385687e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108361 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2353 members 
Mstep: Class 7 contains 44218 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21402 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30851 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11198 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8463 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856872.000000 Penalty: 115181.742188
Iteration 190Q: 36 clusters Score -7.385687e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108358 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2341 members 
Mstep: Class 7 contains 44233 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21402 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30851 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11198 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8463 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856840.000000 Penalty: 115181.742188
Iteration 191Q: 36 clusters Score -7.385684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108352 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2340 members 
Mstep: Class 7 contains 44240 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21402 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30852 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11197 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8463 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856840.000000 Penalty: 115181.742188
Iteration 192Q: 36 clusters Score -7.385684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108353 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 7 contains 44248 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21402 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30852 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11197 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8463 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856824.000000 Penalty: 115181.742188
Iteration 193Q: 36 clusters Score -7.385682e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108352 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2323 members 
Mstep: Class 7 contains 44258 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21402 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30852 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11196 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8463 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856840.000000 Penalty: 115181.742188
Iteration 194Q: 36 clusters Score -7.385684e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108348 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2324 members 
Mstep: Class 7 contains 44263 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21401 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30852 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11194 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8464 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856824.000000 Penalty: 115181.742188
Iteration 195Q: 36 clusters Score -7.385682e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108344 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2323 members 
Mstep: Class 7 contains 44270 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21399 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30851 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11194 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8465 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856816.000000 Penalty: 115181.742188
Iteration 196Q: 36 clusters Score -7.385682e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108337 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2324 members 
Mstep: Class 7 contains 44278 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30850 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11194 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8466 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856864.000000 Penalty: 115181.742188
Iteration 197Q: 36 clusters Score -7.385686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108330 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2323 members 
Mstep: Class 7 contains 44288 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21395 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30849 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856768.000000 Penalty: 115181.742188
Iteration 198Q: 36 clusters Score -7.385677e+07 nChanged 21
Entering ConstructFrom: 
Score: -73856768.000000 Penalty: 115181.742188
Entering ConstructFrom: 
Trying to split cluster 1 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -296179.156250 Penalty: 1921.725098
	Iteration 0F: 2 clusters Score -296179.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -293346.468750 Penalty: 3843.450195
	Iteration 0F: 3 clusters Score -293346.5 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -293904.343750 Penalty: 3843.450195
	Iteration 1F: 3 clusters Score -293904.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -294078.062500 Penalty: 3843.450195
	Iteration 2F: 3 clusters Score -294078.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -294178.531250 Penalty: 3843.450195
	Iteration 3Q: 3 clusters Score -294178.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -294279.125000 Penalty: 3843.450195
	Iteration 4Q: 3 clusters Score -294279.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -294352.218750 Penalty: 3843.450195
	Iteration 5Q: 3 clusters Score -294352.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -294405.656250 Penalty: 3843.450195
	Iteration 6Q: 3 clusters Score -294405.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -294439.562500 Penalty: 3843.450195
	Iteration 7Q: 3 clusters Score -294439.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -294465.218750 Penalty: 3843.450195
	Iteration 8Q: 3 clusters Score -294465.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -294488.156250 Penalty: 3843.450195
	Iteration 9Q: 3 clusters Score -294488.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -294509.125000 Penalty: 3843.450195
	Iteration 10Q: 3 clusters Score -294509.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -294531.187500 Penalty: 3843.450195
	Iteration 11Q: 3 clusters Score -294531.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -294552.000000 Penalty: 3843.450195
	Iteration 12Q: 3 clusters Score -294552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -294565.656250 Penalty: 3843.450195
	Iteration 13Q: 3 clusters Score -294565.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -294583.687500 Penalty: 3843.450195
	Iteration 14Q: 3 clusters Score -294583.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -294601.031250 Penalty: 3843.450195
	Iteration 15Q: 3 clusters Score -294601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -294615.562500 Penalty: 3843.450195
	Iteration 16Q: 3 clusters Score -294615.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -294626.250000 Penalty: 3843.450195
	Iteration 17Q: 3 clusters Score -294626.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -294636.218750 Penalty: 3843.450195
	Iteration 18Q: 3 clusters Score -294636.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -294642.750000 Penalty: 3843.450195
	Iteration 19Q: 3 clusters Score -294642.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -294647.187500 Penalty: 3843.450195
	Iteration 20F: 3 clusters Score -294647.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -294655.875000 Penalty: 3843.450195
	Iteration 21Q: 3 clusters Score -294655.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -294661.937500 Penalty: 3843.450195
	Iteration 22Q: 3 clusters Score -294661.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -294664.750000 Penalty: 3843.450195
	Iteration 23Q: 3 clusters Score -294664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -294666.562500 Penalty: 3843.450195
	Iteration 24Q: 3 clusters Score -294666.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -294667.875000 Penalty: 3843.450195
	Iteration 25Q: 3 clusters Score -294667.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -294670.437500 Penalty: 3843.450195
	Iteration 26Q: 3 clusters Score -294670.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -294671.281250 Penalty: 3843.450195
	Iteration 27Q: 3 clusters Score -294671.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -294671.281250 Penalty: 3843.450195
	Iteration 28F: 3 clusters Score -294671.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Entering Unmasked Estep 
Score: -1706438.625000 Penalty: 2369.269043
	Iteration 0F: 2 clusters Score -1706439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1696173.125000 Penalty: 4738.538086
	Iteration 0F: 3 clusters Score -1696173 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1699586.000000 Penalty: 4738.538086
	Iteration 1F: 3 clusters Score -1699586 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1700200.000000 Penalty: 4738.538086
	Iteration 2F: 3 clusters Score -1700200 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1700813.125000 Penalty: 4738.538086
	Iteration 3F: 3 clusters Score -1700813 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1701562.125000 Penalty: 4738.538086
	Iteration 4F: 3 clusters Score -1701562 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1702408.500000 Penalty: 4738.538086
	Iteration 5F: 3 clusters Score -1702408 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1703261.750000 Penalty: 4738.538086
	Iteration 6F: 3 clusters Score -1703262 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1703909.500000 Penalty: 4738.538086
	Iteration 7F: 3 clusters Score -1703910 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1704300.500000 Penalty: 4738.538086
	Iteration 8Q: 3 clusters Score -1704300 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1704551.125000 Penalty: 4738.538086
	Iteration 9Q: 3 clusters Score -1704551 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1704726.375000 Penalty: 4738.538086
	Iteration 10Q: 3 clusters Score -1704726 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1704855.750000 Penalty: 4738.538086
	Iteration 11Q: 3 clusters Score -1704856 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1704947.125000 Penalty: 4738.538086
	Iteration 12Q: 3 clusters Score -1704947 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1705002.500000 Penalty: 4738.538086
	Iteration 13Q: 3 clusters Score -1705002 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1705028.000000 Penalty: 4738.538086
	Iteration 14Q: 3 clusters Score -1705028 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1705064.625000 Penalty: 4738.538086
	Iteration 15Q: 3 clusters Score -1705065 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1705084.000000 Penalty: 4738.538086
	Iteration 16Q: 3 clusters Score -1705084 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1705110.625000 Penalty: 4738.538086
	Iteration 17Q: 3 clusters Score -1705111 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1705138.000000 Penalty: 4738.538086
	Iteration 18Q: 3 clusters Score -1705138 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1705164.250000 Penalty: 4738.538086
	Iteration 19Q: 3 clusters Score -1705164 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1705199.500000 Penalty: 4738.538086
	Iteration 20F: 3 clusters Score -1705200 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1705217.625000 Penalty: 4738.538086
	Iteration 21Q: 3 clusters Score -1705218 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1705248.125000 Penalty: 4738.538086
	Iteration 22Q: 3 clusters Score -1705248 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1705280.000000 Penalty: 4738.538086
	Iteration 23Q: 3 clusters Score -1705280 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1705310.375000 Penalty: 4738.538086
	Iteration 24Q: 3 clusters Score -1705310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1705352.625000 Penalty: 4738.538086
	Iteration 25Q: 3 clusters Score -1705353 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1705394.000000 Penalty: 4738.538086
	Iteration 26Q: 3 clusters Score -1705394 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1705484.625000 Penalty: 4738.538086
	Iteration 27Q: 3 clusters Score -1705485 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1705625.875000 Penalty: 4738.538086
	Iteration 28Q: 3 clusters Score -1705626 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1705706.000000 Penalty: 4738.538086
	Iteration 29Q: 3 clusters Score -1705706 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1705742.500000 Penalty: 4738.538086
	Iteration 30Q: 3 clusters Score -1705742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1705752.000000 Penalty: 4738.538086
	Iteration 31Q: 3 clusters Score -1705752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1705754.875000 Penalty: 4738.538086
	Iteration 32Q: 3 clusters Score -1705755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1705762.375000 Penalty: 4738.538086
	Iteration 33Q: 3 clusters Score -1705762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1705761.750000 Penalty: 4738.538086
	Iteration 34Q: 3 clusters Score -1705762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1705761.500000 Penalty: 4738.538086
	Iteration 35Q: 3 clusters Score -1705762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1705760.625000 Penalty: 4738.538086
	Iteration 36Q: 3 clusters Score -1705761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1705759.000000 Penalty: 4738.538086
	Iteration 37Q: 3 clusters Score -1705759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1705760.750000 Penalty: 4738.538086
	Iteration 38Q: 3 clusters Score -1705761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1705760.250000 Penalty: 4738.538086
	Iteration 39Q: 3 clusters Score -1705760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1705759.500000 Penalty: 4738.538086
	Iteration 40F: 3 clusters Score -1705760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -341872.875000 Penalty: 1968.380371
	Iteration 0F: 2 clusters Score -341872.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -338734.156250 Penalty: 3936.760742
	Iteration 0F: 3 clusters Score -338734.2 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -339368.218750 Penalty: 3936.760742
	Iteration 1F: 3 clusters Score -339368.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -339576.687500 Penalty: 3936.760742
	Iteration 2F: 3 clusters Score -339576.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -339699.843750 Penalty: 3936.760742
	Iteration 3F: 3 clusters Score -339699.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -339780.218750 Penalty: 3936.760742
	Iteration 4Q: 3 clusters Score -339780.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -339828.093750 Penalty: 3936.760742
	Iteration 5Q: 3 clusters Score -339828.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -339886.562500 Penalty: 3936.760742
	Iteration 6Q: 3 clusters Score -339886.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -339929.781250 Penalty: 3936.760742
	Iteration 7Q: 3 clusters Score -339929.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -339963.062500 Penalty: 3936.760742
	Iteration 8Q: 3 clusters Score -339963.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -339999.781250 Penalty: 3936.760742
	Iteration 9Q: 3 clusters Score -339999.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -340032.718750 Penalty: 3936.760742
	Iteration 10Q: 3 clusters Score -340032.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -340059.750000 Penalty: 3936.760742
	Iteration 11Q: 3 clusters Score -340059.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -340088.968750 Penalty: 3936.760742
	Iteration 12Q: 3 clusters Score -340089 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -340111.812500 Penalty: 3936.760742
	Iteration 13Q: 3 clusters Score -340111.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -340130.906250 Penalty: 3936.760742
	Iteration 14Q: 3 clusters Score -340130.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -340154.343750 Penalty: 3936.760742
	Iteration 15Q: 3 clusters Score -340154.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -340185.531250 Penalty: 3936.760742
	Iteration 16Q: 3 clusters Score -340185.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -340223.312500 Penalty: 3936.760742
	Iteration 17Q: 3 clusters Score -340223.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -340271.125000 Penalty: 3936.760742
	Iteration 18Q: 3 clusters Score -340271.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -340313.593750 Penalty: 3936.760742
	Iteration 19Q: 3 clusters Score -340313.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -340367.781250 Penalty: 3936.760742
	Iteration 20F: 3 clusters Score -340367.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -340438.937500 Penalty: 3936.760742
	Iteration 21Q: 3 clusters Score -340438.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -340523.093750 Penalty: 3936.760742
	Iteration 22Q: 3 clusters Score -340523.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -340608.343750 Penalty: 3936.760742
	Iteration 23Q: 3 clusters Score -340608.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -340681.656250 Penalty: 3936.760742
	Iteration 24Q: 3 clusters Score -340681.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -340762.812500 Penalty: 3936.760742
	Iteration 25Q: 3 clusters Score -340762.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -340815.593750 Penalty: 3936.760742
	Iteration 26Q: 3 clusters Score -340815.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -340858.656250 Penalty: 3936.760742
	Iteration 27Q: 3 clusters Score -340858.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -340905.156250 Penalty: 3936.760742
	Iteration 28Q: 3 clusters Score -340905.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -340951.843750 Penalty: 3936.760742
	Iteration 29Q: 3 clusters Score -340951.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -340982.812500 Penalty: 3936.760742
	Iteration 30Q: 3 clusters Score -340982.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -341007.968750 Penalty: 3936.760742
	Iteration 31Q: 3 clusters Score -341008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -341045.812500 Penalty: 3936.760742
	Iteration 32Q: 3 clusters Score -341045.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -341075.937500 Penalty: 3936.760742
	Iteration 33Q: 3 clusters Score -341075.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -341110.187500 Penalty: 3936.760742
	Iteration 34Q: 3 clusters Score -341110.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -341136.343750 Penalty: 3936.760742
	Iteration 35Q: 3 clusters Score -341136.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -341161.156250 Penalty: 3936.760742
	Iteration 36Q: 3 clusters Score -341161.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -341182.406250 Penalty: 3936.760742
	Iteration 37Q: 3 clusters Score -341182.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -341209.125000 Penalty: 3936.760742
	Iteration 38Q: 3 clusters Score -341209.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -341241.687500 Penalty: 3936.760742
	Iteration 39Q: 3 clusters Score -341241.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -341268.312500 Penalty: 3936.760742
	Iteration 40F: 3 clusters Score -341268.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -341286.593750 Penalty: 3936.760742
	Iteration 41Q: 3 clusters Score -341286.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -341300.625000 Penalty: 3936.760742
	Iteration 42Q: 3 clusters Score -341300.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -341319.125000 Penalty: 3936.760742
	Iteration 43Q: 3 clusters Score -341319.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -341337.250000 Penalty: 3936.760742
	Iteration 44Q: 3 clusters Score -341337.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -341351.593750 Penalty: 3936.760742
	Iteration 45Q: 3 clusters Score -341351.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -341360.343750 Penalty: 3936.760742
	Iteration 46Q: 3 clusters Score -341360.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -341371.437500 Penalty: 3936.760742
	Iteration 47Q: 3 clusters Score -341371.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -341384.437500 Penalty: 3936.760742
	Iteration 48Q: 3 clusters Score -341384.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -341398.906250 Penalty: 3936.760742
	Iteration 49Q: 3 clusters Score -341398.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -341410.750000 Penalty: 3936.760742
	Iteration 50Q: 3 clusters Score -341410.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -341415.468750 Penalty: 3936.760742
	Iteration 51Q: 3 clusters Score -341415.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -341422.343750 Penalty: 3936.760742
	Iteration 52Q: 3 clusters Score -341422.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -341428.531250 Penalty: 3936.760742
	Iteration 53Q: 3 clusters Score -341428.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -341434.156250 Penalty: 3936.760742
	Iteration 54Q: 3 clusters Score -341434.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -341438.187500 Penalty: 3936.760742
	Iteration 55Q: 3 clusters Score -341438.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -341441.875000 Penalty: 3936.760742
	Iteration 56Q: 3 clusters Score -341441.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -341442.750000 Penalty: 3936.760742
	Iteration 57Q: 3 clusters Score -341442.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -341443.125000 Penalty: 3936.760742
	Iteration 58Q: 3 clusters Score -341443.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -341443.218750 Penalty: 3936.760742
	Iteration 59Q: 3 clusters Score -341443.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -341443.218750 Penalty: 3936.760742
	Iteration 60F: 3 clusters Score -341443.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (108324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108324 members 
Entering Unmasked Estep 
Score: -14210421.000000 Penalty: 2875.034668
	Iteration 0F: 2 clusters Score -1.421042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -14137888.000000 Penalty: 5750.069336
	Iteration 0F: 3 clusters Score -1.413789e+07 nChanged 51259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -14167444.000000 Penalty: 5750.069336
	Iteration 1F: 3 clusters Score -1.416744e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -14168288.000000 Penalty: 5750.069336
	Iteration 2Q: 3 clusters Score -1.416829e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 58203 members 
Entering Unmasked Estep 
Score: -14169253.000000 Penalty: 5750.069336
	Iteration 3Q: 3 clusters Score -1.416925e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -14170571.000000 Penalty: 5750.069336
	Iteration 4Q: 3 clusters Score -1.417057e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 63312 members 
Entering Unmasked Estep 
Score: -14172570.000000 Penalty: 5750.069336
	Iteration 5Q: 3 clusters Score -1.417257e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 67386 members 
Entering Unmasked Estep 
Score: -14175476.000000 Penalty: 5750.069336
	Iteration 6Q: 3 clusters Score -1.417548e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -14179689.000000 Penalty: 5750.069336
	Iteration 7F: 3 clusters Score -1.417969e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 78914 members 
Entering Unmasked Estep 
Score: -14184776.000000 Penalty: 5750.069336
	Iteration 8F: 3 clusters Score -1.418478e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 85692 members 
Entering Unmasked Estep 
Score: -14190391.000000 Penalty: 5750.069336
	Iteration 9F: 3 clusters Score -1.419039e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 92244 members 
Entering Unmasked Estep 
Score: -14195872.000000 Penalty: 5750.069336
	Iteration 10F: 3 clusters Score -1.419587e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -14200459.000000 Penalty: 5750.069336
	Iteration 11F: 3 clusters Score -1.420046e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 101810 members 
Entering Unmasked Estep 
Score: -14203701.000000 Penalty: 5750.069336
	Iteration 12Q: 3 clusters Score -1.42037e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 104346 members 
Entering Unmasked Estep 
Score: -14205612.000000 Penalty: 5750.069336
	Iteration 13Q: 3 clusters Score -1.420561e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 105811 members 
Entering Unmasked Estep 
Score: -14206723.000000 Penalty: 5750.069336
	Iteration 14Q: 3 clusters Score -1.420672e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 106569 members 
Entering Unmasked Estep 
Score: -14207321.000000 Penalty: 5750.069336
	Iteration 15Q: 3 clusters Score -1.420732e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 106943 members 
Entering Unmasked Estep 
Score: -14207617.000000 Penalty: 5750.069336
	Iteration 16Q: 3 clusters Score -1.420762e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 107135 members 
Entering Unmasked Estep 
Score: -14207810.000000 Penalty: 5750.069336
	Iteration 17Q: 3 clusters Score -1.420781e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 107226 members 
Entering Unmasked Estep 
Score: -14207896.000000 Penalty: 5750.069336
	Iteration 18Q: 3 clusters Score -1.42079e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 107297 members 
Entering Unmasked Estep 
Score: -14207952.000000 Penalty: 5750.069336
	Iteration 19Q: 3 clusters Score -1.420795e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 107340 members 
Entering Unmasked Estep 
Score: -14207994.000000 Penalty: 5750.069336
	Iteration 20F: 3 clusters Score -1.420799e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 107370 members 
Entering Unmasked Estep 
Score: -14208045.000000 Penalty: 5750.069336
	Iteration 21Q: 3 clusters Score -1.420804e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 107399 members 
Entering Unmasked Estep 
Score: -14208075.000000 Penalty: 5750.069336
	Iteration 22Q: 3 clusters Score -1.420808e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 107413 members 
Entering Unmasked Estep 
Score: -14208070.000000 Penalty: 5750.069336
	Iteration 23Q: 3 clusters Score -1.420807e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 107421 members 
Entering Unmasked Estep 
Score: -14208075.000000 Penalty: 5750.069336
	Iteration 24Q: 3 clusters Score -1.420808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 107427 members 
Entering Unmasked Estep 
Score: -14208091.000000 Penalty: 5750.069336
	Iteration 25Q: 3 clusters Score -1.420809e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 107435 members 
Entering Unmasked Estep 
Score: -14208102.000000 Penalty: 5750.069336
	Iteration 26Q: 3 clusters Score -1.42081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 107442 members 
Entering Unmasked Estep 
Score: -14208099.000000 Penalty: 5750.069336
	Iteration 27Q: 3 clusters Score -1.42081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 107441 members 
Entering Unmasked Estep 
Score: -14208099.000000 Penalty: 5750.069336
	Iteration 28Q: 3 clusters Score -1.42081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 107446 members 
Entering Unmasked Estep 
Score: -14208105.000000 Penalty: 5750.069336
	Iteration 29Q: 3 clusters Score -1.42081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 107451 members 
Entering Unmasked Estep 
Score: -14208094.000000 Penalty: 5750.069336
	Iteration 30Q: 3 clusters Score -1.420809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 107454 members 
Entering Unmasked Estep 
Score: -14208101.000000 Penalty: 5750.069336
	Iteration 31Q: 3 clusters Score -1.42081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 107455 members 
Entering Unmasked Estep 
Score: -14208094.000000 Penalty: 5750.069336
	Iteration 32Q: 3 clusters Score -1.420809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 107458 members 
Entering Unmasked Estep 
Score: -14208098.000000 Penalty: 5750.069336
	Iteration 33Q: 3 clusters Score -1.42081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 107459 members 
Entering Unmasked Estep 
Score: -14208094.000000 Penalty: 5750.069336
	Iteration 34Q: 3 clusters Score -1.420809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 107460 members 
Entering Unmasked Estep 
Score: -14208097.000000 Penalty: 5750.069336
	Iteration 35Q: 3 clusters Score -1.42081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 107462 members 
Entering Unmasked Estep 
Score: -14208095.000000 Penalty: 5750.069336
	Iteration 36Q: 3 clusters Score -1.42081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 107462 members 
Entering Unmasked Estep 
Score: -14208087.000000 Penalty: 5750.069336
	Iteration 37Q: 3 clusters Score -1.420809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 107457 members 
Entering Unmasked Estep 
Score: -14208097.000000 Penalty: 5750.069336
	Iteration 38Q: 3 clusters Score -1.42081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 107453 members 
Entering Unmasked Estep 
Score: -14208104.000000 Penalty: 5750.069336
	Iteration 39Q: 3 clusters Score -1.42081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 107454 members 
Entering Unmasked Estep 
Score: -14208106.000000 Penalty: 5750.069336
	Iteration 40F: 3 clusters Score -1.420811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 107456 members 
Entering Unmasked Estep 
Score: -14208101.000000 Penalty: 5750.069336
	Iteration 41Q: 3 clusters Score -1.42081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 107458 members 
Entering Unmasked Estep 
Score: -14208100.000000 Penalty: 5750.069336
	Iteration 42Q: 3 clusters Score -1.42081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 107463 members 
Entering Unmasked Estep 
Score: -14208112.000000 Penalty: 5750.069336
	Iteration 43Q: 3 clusters Score -1.420811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 107465 members 
Entering Unmasked Estep 
Score: -14208100.000000 Penalty: 5750.069336
	Iteration 44Q: 3 clusters Score -1.42081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 107469 members 
Entering Unmasked Estep 
Score: -14208097.000000 Penalty: 5750.069336
	Iteration 45Q: 3 clusters Score -1.42081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 107471 members 
Entering Unmasked Estep 
Score: -14208104.000000 Penalty: 5750.069336
	Iteration 46Q: 3 clusters Score -1.42081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 107472 members 
Entering Unmasked Estep 
Score: -14208103.000000 Penalty: 5750.069336
	Iteration 47Q: 3 clusters Score -1.42081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 107473 members 
Entering Unmasked Estep 
Score: -14208102.000000 Penalty: 5750.069336
	Iteration 48Q: 3 clusters Score -1.42081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 107472 members 
Entering Unmasked Estep 
Score: -14208117.000000 Penalty: 5750.069336
	Iteration 49Q: 3 clusters Score -1.420812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 107474 members 
Entering Unmasked Estep 
Score: -14208122.000000 Penalty: 5750.069336
	Iteration 50Q: 3 clusters Score -1.420812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 107477 members 
Entering Unmasked Estep 
Score: -14208122.000000 Penalty: 5750.069336
	Iteration 51Q: 3 clusters Score -1.420812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 107478 members 
Entering Unmasked Estep 
Score: -14208126.000000 Penalty: 5750.069336
	Iteration 52Q: 3 clusters Score -1.420813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 107480 members 
Entering Unmasked Estep 
Score: -14208123.000000 Penalty: 5750.069336
	Iteration 53Q: 3 clusters Score -1.420812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 107481 members 
Entering Unmasked Estep 
Score: -14208122.000000 Penalty: 5750.069336
	Iteration 54Q: 3 clusters Score -1.420812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 107481 members 
Entering Unmasked Estep 
Score: -14208122.000000 Penalty: 5750.069336
	Iteration 55F: 3 clusters Score -1.420812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Entering Unmasked Estep 
Score: -3598739.250000 Penalty: 2530.463135
	Iteration 0F: 2 clusters Score -3598739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3579960.750000 Penalty: 5060.926270
	Iteration 0F: 3 clusters Score -3579961 nChanged 12196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -3586461.500000 Penalty: 5060.926270
	Iteration 1F: 3 clusters Score -3586462 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -3586851.250000 Penalty: 5060.926270
	Iteration 2Q: 3 clusters Score -3586851 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3587183.250000 Penalty: 5060.926270
	Iteration 3Q: 3 clusters Score -3587183 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3587495.000000 Penalty: 5060.926270
	Iteration 4Q: 3 clusters Score -3587495 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -3587793.500000 Penalty: 5060.926270
	Iteration 5Q: 3 clusters Score -3587794 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3588113.250000 Penalty: 5060.926270
	Iteration 6Q: 3 clusters Score -3588113 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -3588452.750000 Penalty: 5060.926270
	Iteration 7Q: 3 clusters Score -3588453 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3588888.750000 Penalty: 5060.926270
	Iteration 8Q: 3 clusters Score -3588889 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3589526.000000 Penalty: 5060.926270
	Iteration 9Q: 3 clusters Score -3589526 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -3590446.250000 Penalty: 5060.926270
	Iteration 10F: 3 clusters Score -3590446 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3591668.500000 Penalty: 5060.926270
	Iteration 11F: 3 clusters Score -3591668 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -3592932.000000 Penalty: 5060.926270
	Iteration 12F: 3 clusters Score -3592932 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -3593974.000000 Penalty: 5060.926270
	Iteration 13F: 3 clusters Score -3593974 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -3594691.500000 Penalty: 5060.926270
	Iteration 14Q: 3 clusters Score -3594692 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -3595100.000000 Penalty: 5060.926270
	Iteration 15Q: 3 clusters Score -3595100 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -3595328.500000 Penalty: 5060.926270
	Iteration 16Q: 3 clusters Score -3595328 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -3595497.000000 Penalty: 5060.926270
	Iteration 17Q: 3 clusters Score -3595497 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -3595591.000000 Penalty: 5060.926270
	Iteration 18Q: 3 clusters Score -3595591 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -3595649.500000 Penalty: 5060.926270
	Iteration 19Q: 3 clusters Score -3595650 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3595700.250000 Penalty: 5060.926270
	Iteration 20F: 3 clusters Score -3595700 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -3595740.000000 Penalty: 5060.926270
	Iteration 21Q: 3 clusters Score -3595740 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -3595774.250000 Penalty: 5060.926270
	Iteration 22Q: 3 clusters Score -3595774 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -3595808.250000 Penalty: 5060.926270
	Iteration 23Q: 3 clusters Score -3595808 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -3595823.750000 Penalty: 5060.926270
	Iteration 24Q: 3 clusters Score -3595824 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -3595831.500000 Penalty: 5060.926270
	Iteration 25Q: 3 clusters Score -3595832 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -3595864.500000 Penalty: 5060.926270
	Iteration 26Q: 3 clusters Score -3595864 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3595877.750000 Penalty: 5060.926270
	Iteration 27Q: 3 clusters Score -3595878 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3595897.250000 Penalty: 5060.926270
	Iteration 28Q: 3 clusters Score -3595897 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -3595916.250000 Penalty: 5060.926270
	Iteration 29Q: 3 clusters Score -3595916 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -3595940.000000 Penalty: 5060.926270
	Iteration 30Q: 3 clusters Score -3595940 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -3595949.750000 Penalty: 5060.926270
	Iteration 31Q: 3 clusters Score -3595950 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -3595974.750000 Penalty: 5060.926270
	Iteration 32Q: 3 clusters Score -3595975 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -3595997.000000 Penalty: 5060.926270
	Iteration 33Q: 3 clusters Score -3595997 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3596006.750000 Penalty: 5060.926270
	Iteration 34Q: 3 clusters Score -3596007 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -3596013.750000 Penalty: 5060.926270
	Iteration 35Q: 3 clusters Score -3596014 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3596035.250000 Penalty: 5060.926270
	Iteration 36Q: 3 clusters Score -3596035 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -3596053.000000 Penalty: 5060.926270
	Iteration 37Q: 3 clusters Score -3596053 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3596052.750000 Penalty: 5060.926270
	Iteration 38Q: 3 clusters Score -3596053 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3596071.250000 Penalty: 5060.926270
	Iteration 39Q: 3 clusters Score -3596071 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -3596083.000000 Penalty: 5060.926270
	Iteration 40F: 3 clusters Score -3596083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3596095.000000 Penalty: 5060.926270
	Iteration 41Q: 3 clusters Score -3596095 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -3596097.750000 Penalty: 5060.926270
	Iteration 42Q: 3 clusters Score -3596098 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3596108.500000 Penalty: 5060.926270
	Iteration 43Q: 3 clusters Score -3596108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3596121.000000 Penalty: 5060.926270
	Iteration 44Q: 3 clusters Score -3596121 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3596134.500000 Penalty: 5060.926270
	Iteration 45Q: 3 clusters Score -3596134 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3596156.250000 Penalty: 5060.926270
	Iteration 46Q: 3 clusters Score -3596156 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -3596170.000000 Penalty: 5060.926270
	Iteration 47Q: 3 clusters Score -3596170 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3596191.250000 Penalty: 5060.926270
	Iteration 48Q: 3 clusters Score -3596191 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3596216.500000 Penalty: 5060.926270
	Iteration 49Q: 3 clusters Score -3596216 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3596246.750000 Penalty: 5060.926270
	Iteration 50Q: 3 clusters Score -3596247 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3596263.750000 Penalty: 5060.926270
	Iteration 51Q: 3 clusters Score -3596264 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3596280.750000 Penalty: 5060.926270
	Iteration 52Q: 3 clusters Score -3596281 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3596301.000000 Penalty: 5060.926270
	Iteration 53Q: 3 clusters Score -3596301 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3596307.750000 Penalty: 5060.926270
	Iteration 54Q: 3 clusters Score -3596308 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3596324.500000 Penalty: 5060.926270
	Iteration 55Q: 3 clusters Score -3596324 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -3596362.500000 Penalty: 5060.926270
	Iteration 56Q: 3 clusters Score -3596362 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3596387.750000 Penalty: 5060.926270
	Iteration 57Q: 3 clusters Score -3596388 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3596388.250000 Penalty: 5060.926270
	Iteration 58Q: 3 clusters Score -3596388 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3596420.500000 Penalty: 5060.926270
	Iteration 59Q: 3 clusters Score -3596420 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3596441.500000 Penalty: 5060.926270
	Iteration 60F: 3 clusters Score -3596442 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3596455.250000 Penalty: 5060.926270
	Iteration 61Q: 3 clusters Score -3596455 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3596484.000000 Penalty: 5060.926270
	Iteration 62Q: 3 clusters Score -3596484 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3596527.000000 Penalty: 5060.926270
	Iteration 63Q: 3 clusters Score -3596527 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3596544.500000 Penalty: 5060.926270
	Iteration 64Q: 3 clusters Score -3596544 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3596577.250000 Penalty: 5060.926270
	Iteration 65Q: 3 clusters Score -3596577 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3596586.750000 Penalty: 5060.926270
	Iteration 66Q: 3 clusters Score -3596587 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3596609.750000 Penalty: 5060.926270
	Iteration 67Q: 3 clusters Score -3596610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3596627.500000 Penalty: 5060.926270
	Iteration 68Q: 3 clusters Score -3596628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3596632.750000 Penalty: 5060.926270
	Iteration 69Q: 3 clusters Score -3596633 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3596648.250000 Penalty: 5060.926270
	Iteration 70Q: 3 clusters Score -3596648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3596656.000000 Penalty: 5060.926270
	Iteration 71Q: 3 clusters Score -3596656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3596666.750000 Penalty: 5060.926270
	Iteration 72Q: 3 clusters Score -3596667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3596674.000000 Penalty: 5060.926270
	Iteration 73Q: 3 clusters Score -3596674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3596673.250000 Penalty: 5060.926270
	Iteration 74Q: 3 clusters Score -3596673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3596693.500000 Penalty: 5060.926270
	Iteration 75Q: 3 clusters Score -3596694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3596699.000000 Penalty: 5060.926270
	Iteration 76Q: 3 clusters Score -3596699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3596699.250000 Penalty: 5060.926270
	Iteration 77Q: 3 clusters Score -3596699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3596701.500000 Penalty: 5060.926270
	Iteration 78Q: 3 clusters Score -3596702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3596709.750000 Penalty: 5060.926270
	Iteration 79Q: 3 clusters Score -3596710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3596715.250000 Penalty: 5060.926270
	Iteration 80F: 3 clusters Score -3596715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3596725.000000 Penalty: 5060.926270
	Iteration 81Q: 3 clusters Score -3596725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3596726.750000 Penalty: 5060.926270
	Iteration 82Q: 3 clusters Score -3596727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3596734.000000 Penalty: 5060.926270
	Iteration 83Q: 3 clusters Score -3596734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3596740.250000 Penalty: 5060.926270
	Iteration 84Q: 3 clusters Score -3596740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3596742.000000 Penalty: 5060.926270
	Iteration 85Q: 3 clusters Score -3596742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3596743.750000 Penalty: 5060.926270
	Iteration 86Q: 3 clusters Score -3596744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3596744.000000 Penalty: 5060.926270
	Iteration 87Q: 3 clusters Score -3596744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3596749.250000 Penalty: 5060.926270
	Iteration 88Q: 3 clusters Score -3596749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3596756.000000 Penalty: 5060.926270
	Iteration 89Q: 3 clusters Score -3596756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3596763.750000 Penalty: 5060.926270
	Iteration 90Q: 3 clusters Score -3596764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3596769.250000 Penalty: 5060.926270
	Iteration 91Q: 3 clusters Score -3596769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3596783.000000 Penalty: 5060.926270
	Iteration 92Q: 3 clusters Score -3596783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3596788.500000 Penalty: 5060.926270
	Iteration 93Q: 3 clusters Score -3596788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3596788.750000 Penalty: 5060.926270
	Iteration 94Q: 3 clusters Score -3596789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3596790.000000 Penalty: 5060.926270
	Iteration 95Q: 3 clusters Score -3596790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3596796.750000 Penalty: 5060.926270
	Iteration 96Q: 3 clusters Score -3596797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3596802.750000 Penalty: 5060.926270
	Iteration 97Q: 3 clusters Score -3596803 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3596801.500000 Penalty: 5060.926270
	Iteration 98Q: 3 clusters Score -3596802 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3596799.500000 Penalty: 5060.926270
	Iteration 99Q: 3 clusters Score -3596800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3596798.250000 Penalty: 5060.926270
	Iteration 100F: 3 clusters Score -3596798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3596800.000000 Penalty: 5060.926270
	Iteration 101Q: 3 clusters Score -3596800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3596800.750000 Penalty: 5060.926270
	Iteration 102Q: 3 clusters Score -3596801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3596800.750000 Penalty: 5060.926270
	Iteration 103F: 3 clusters Score -3596801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -321551.562500 Penalty: 1921.296875
	Iteration 0F: 2 clusters Score -321551.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -318704.718750 Penalty: 3842.593750
	Iteration 0F: 3 clusters Score -318704.7 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -319212.125000 Penalty: 3842.593750
	Iteration 1F: 3 clusters Score -319212.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -319325.437500 Penalty: 3842.593750
	Iteration 2F: 3 clusters Score -319325.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -319381.031250 Penalty: 3842.593750
	Iteration 3Q: 3 clusters Score -319381 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -319414.250000 Penalty: 3842.593750
	Iteration 4Q: 3 clusters Score -319414.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -319443.093750 Penalty: 3842.593750
	Iteration 5Q: 3 clusters Score -319443.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -319460.843750 Penalty: 3842.593750
	Iteration 6Q: 3 clusters Score -319460.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -319474.000000 Penalty: 3842.593750
	Iteration 7Q: 3 clusters Score -319474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -319484.250000 Penalty: 3842.593750
	Iteration 8Q: 3 clusters Score -319484.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -319493.968750 Penalty: 3842.593750
	Iteration 9Q: 3 clusters Score -319494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -319502.156250 Penalty: 3842.593750
	Iteration 10Q: 3 clusters Score -319502.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -319510.781250 Penalty: 3842.593750
	Iteration 11Q: 3 clusters Score -319510.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -319515.031250 Penalty: 3842.593750
	Iteration 12Q: 3 clusters Score -319515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -319521.000000 Penalty: 3842.593750
	Iteration 13Q: 3 clusters Score -319521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -319526.468750 Penalty: 3842.593750
	Iteration 14Q: 3 clusters Score -319526.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -319530.000000 Penalty: 3842.593750
	Iteration 15Q: 3 clusters Score -319530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -319531.750000 Penalty: 3842.593750
	Iteration 16Q: 3 clusters Score -319531.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -319533.468750 Penalty: 3842.593750
	Iteration 17Q: 3 clusters Score -319533.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -319534.031250 Penalty: 3842.593750
	Iteration 18Q: 3 clusters Score -319534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -319534.687500 Penalty: 3842.593750
	Iteration 19Q: 3 clusters Score -319534.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -319536.156250 Penalty: 3842.593750
	Iteration 20F: 3 clusters Score -319536.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -319538.187500 Penalty: 3842.593750
	Iteration 21Q: 3 clusters Score -319538.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -319540.500000 Penalty: 3842.593750
	Iteration 22Q: 3 clusters Score -319540.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -319540.625000 Penalty: 3842.593750
	Iteration 23Q: 3 clusters Score -319540.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -319542.281250 Penalty: 3842.593750
	Iteration 24Q: 3 clusters Score -319542.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -319544.250000 Penalty: 3842.593750
	Iteration 25Q: 3 clusters Score -319544.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -319545.031250 Penalty: 3842.593750
	Iteration 26Q: 3 clusters Score -319545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -319547.125000 Penalty: 3842.593750
	Iteration 27Q: 3 clusters Score -319547.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -319548.718750 Penalty: 3842.593750
	Iteration 28Q: 3 clusters Score -319548.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -319551.250000 Penalty: 3842.593750
	Iteration 29Q: 3 clusters Score -319551.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -319552.656250 Penalty: 3842.593750
	Iteration 30Q: 3 clusters Score -319552.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -319552.656250 Penalty: 3842.593750
	Iteration 31F: 3 clusters Score -319552.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Entering Unmasked Estep 
Score: -5794190.500000 Penalty: 2653.310059
	Iteration 0F: 2 clusters Score -5794190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -5764504.500000 Penalty: 5306.620117
	Iteration 0F: 3 clusters Score -5764504 nChanged 20330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -5775594.000000 Penalty: 5306.620117
	Iteration 1F: 3 clusters Score -5775594 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -5776221.000000 Penalty: 5306.620117
	Iteration 2Q: 3 clusters Score -5776221 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -5777017.500000 Penalty: 5306.620117
	Iteration 3Q: 3 clusters Score -5777018 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -5778222.500000 Penalty: 5306.620117
	Iteration 4F: 3 clusters Score -5778222 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -5780153.500000 Penalty: 5306.620117
	Iteration 5F: 3 clusters Score -5780154 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -5783150.500000 Penalty: 5306.620117
	Iteration 6F: 3 clusters Score -5783150 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -5786678.500000 Penalty: 5306.620117
	Iteration 7F: 3 clusters Score -5786678 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -5789434.000000 Penalty: 5306.620117
	Iteration 8F: 3 clusters Score -5789434 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5790793.500000 Penalty: 5306.620117
	Iteration 9Q: 3 clusters Score -5790794 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5791355.000000 Penalty: 5306.620117
	Iteration 10Q: 3 clusters Score -5791355 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5791622.000000 Penalty: 5306.620117
	Iteration 11Q: 3 clusters Score -5791622 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5791731.500000 Penalty: 5306.620117
	Iteration 12Q: 3 clusters Score -5791732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5791789.000000 Penalty: 5306.620117
	Iteration 13Q: 3 clusters Score -5791789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5791832.500000 Penalty: 5306.620117
	Iteration 14Q: 3 clusters Score -5791832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5791860.500000 Penalty: 5306.620117
	Iteration 15Q: 3 clusters Score -5791860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5791876.500000 Penalty: 5306.620117
	Iteration 16Q: 3 clusters Score -5791876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5791899.500000 Penalty: 5306.620117
	Iteration 17Q: 3 clusters Score -5791900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5791905.500000 Penalty: 5306.620117
	Iteration 18Q: 3 clusters Score -5791906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5791915.500000 Penalty: 5306.620117
	Iteration 19Q: 3 clusters Score -5791916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5791915.500000 Penalty: 5306.620117
	Iteration 20F: 3 clusters Score -5791916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Entering Unmasked Estep 
Score: -4832011.000000 Penalty: 2605.745361
	Iteration 0F: 2 clusters Score -4832011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -4807229.000000 Penalty: 5211.490723
	Iteration 0F: 3 clusters Score -4807229 nChanged 16590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -4816463.000000 Penalty: 5211.490723
	Iteration 1F: 3 clusters Score -4816463 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -4816975.000000 Penalty: 5211.490723
	Iteration 2Q: 3 clusters Score -4816975 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -4817365.000000 Penalty: 5211.490723
	Iteration 3Q: 3 clusters Score -4817365 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -4817707.500000 Penalty: 5211.490723
	Iteration 4Q: 3 clusters Score -4817708 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -4817997.500000 Penalty: 5211.490723
	Iteration 5Q: 3 clusters Score -4817998 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -4818311.500000 Penalty: 5211.490723
	Iteration 6Q: 3 clusters Score -4818312 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -4818672.500000 Penalty: 5211.490723
	Iteration 7Q: 3 clusters Score -4818672 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -4819094.000000 Penalty: 5211.490723
	Iteration 8Q: 3 clusters Score -4819094 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -4819686.500000 Penalty: 5211.490723
	Iteration 9Q: 3 clusters Score -4819686 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -4820437.000000 Penalty: 5211.490723
	Iteration 10Q: 3 clusters Score -4820437 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -4821528.000000 Penalty: 5211.490723
	Iteration 11Q: 3 clusters Score -4821528 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -4822883.500000 Penalty: 5211.490723
	Iteration 12F: 3 clusters Score -4822884 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -4824468.500000 Penalty: 5211.490723
	Iteration 13F: 3 clusters Score -4824468 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -4825998.000000 Penalty: 5211.490723
	Iteration 14F: 3 clusters Score -4825998 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -4827211.500000 Penalty: 5211.490723
	Iteration 15Q: 3 clusters Score -4827212 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -4828124.500000 Penalty: 5211.490723
	Iteration 16Q: 3 clusters Score -4828124 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -4828776.000000 Penalty: 5211.490723
	Iteration 17Q: 3 clusters Score -4828776 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -4829173.500000 Penalty: 5211.490723
	Iteration 18Q: 3 clusters Score -4829174 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -4829401.000000 Penalty: 5211.490723
	Iteration 19Q: 3 clusters Score -4829401 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -4829543.000000 Penalty: 5211.490723
	Iteration 20F: 3 clusters Score -4829543 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -4829623.500000 Penalty: 5211.490723
	Iteration 21Q: 3 clusters Score -4829624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -4829663.000000 Penalty: 5211.490723
	Iteration 22Q: 3 clusters Score -4829663 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -4829694.500000 Penalty: 5211.490723
	Iteration 23Q: 3 clusters Score -4829694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -4829717.000000 Penalty: 5211.490723
	Iteration 24Q: 3 clusters Score -4829717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -4829736.500000 Penalty: 5211.490723
	Iteration 25Q: 3 clusters Score -4829736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -4829756.000000 Penalty: 5211.490723
	Iteration 26Q: 3 clusters Score -4829756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -4829777.000000 Penalty: 5211.490723
	Iteration 27Q: 3 clusters Score -4829777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -4829792.500000 Penalty: 5211.490723
	Iteration 28Q: 3 clusters Score -4829792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -4829802.000000 Penalty: 5211.490723
	Iteration 29Q: 3 clusters Score -4829802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -4829804.500000 Penalty: 5211.490723
	Iteration 30Q: 3 clusters Score -4829804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -4829805.500000 Penalty: 5211.490723
	Iteration 31Q: 3 clusters Score -4829806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -4829802.500000 Penalty: 5211.490723
	Iteration 32Q: 3 clusters Score -4829802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -4829810.500000 Penalty: 5211.490723
	Iteration 33Q: 3 clusters Score -4829810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -4829812.000000 Penalty: 5211.490723
	Iteration 34Q: 3 clusters Score -4829812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -4829812.000000 Penalty: 5211.490723
	Iteration 35F: 3 clusters Score -4829812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -38541.609375 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -38541.61 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 156 members 
Entering Unmasked Estep 
Score: -37277.515625 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -37277.52 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37554.894531 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -37554.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -37793.324219 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -37793.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -37896.296875 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -37896.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -37993.445312 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -37993.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -38078.855469 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -38078.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -38128.527344 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -38128.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -38154.453125 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -38154.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -38230.472656 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -38230.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -38257.480469 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -38257.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -38262.398438 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -38262.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -38262.398438 Penalty: 2911.171387
	Iteration 11F: 3 clusters Score -38262.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Entering Unmasked Estep 
Score: -2403670.250000 Penalty: 2437.800537
	Iteration 0F: 2 clusters Score -2403670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2390623.000000 Penalty: 4875.601074
	Iteration 0F: 3 clusters Score -2390623 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2395041.500000 Penalty: 4875.601074
	Iteration 1F: 3 clusters Score -2395042 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2395761.250000 Penalty: 4875.601074
	Iteration 2F: 3 clusters Score -2395761 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2396695.000000 Penalty: 4875.601074
	Iteration 3F: 3 clusters Score -2396695 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2397978.000000 Penalty: 4875.601074
	Iteration 4F: 3 clusters Score -2397978 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2399578.000000 Penalty: 4875.601074
	Iteration 5F: 3 clusters Score -2399578 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2400950.500000 Penalty: 4875.601074
	Iteration 6F: 3 clusters Score -2400950 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2401910.250000 Penalty: 4875.601074
	Iteration 7F: 3 clusters Score -2401910 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2402506.500000 Penalty: 4875.601074
	Iteration 8Q: 3 clusters Score -2402506 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2402885.750000 Penalty: 4875.601074
	Iteration 9Q: 3 clusters Score -2402886 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2403153.000000 Penalty: 4875.601074
	Iteration 10Q: 3 clusters Score -2403153 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2403243.250000 Penalty: 4875.601074
	Iteration 11Q: 3 clusters Score -2403243 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2403297.250000 Penalty: 4875.601074
	Iteration 12Q: 3 clusters Score -2403297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2403317.750000 Penalty: 4875.601074
	Iteration 13Q: 3 clusters Score -2403318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2403332.000000 Penalty: 4875.601074
	Iteration 14Q: 3 clusters Score -2403332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2403333.750000 Penalty: 4875.601074
	Iteration 15Q: 3 clusters Score -2403334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2403332.500000 Penalty: 4875.601074
	Iteration 16Q: 3 clusters Score -2403332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2403340.750000 Penalty: 4875.601074
	Iteration 17Q: 3 clusters Score -2403341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2403349.750000 Penalty: 4875.601074
	Iteration 18Q: 3 clusters Score -2403350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2403348.500000 Penalty: 4875.601074
	Iteration 19Q: 3 clusters Score -2403348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2403350.500000 Penalty: 4875.601074
	Iteration 20F: 3 clusters Score -2403350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2403350.750000 Penalty: 4875.601074
	Iteration 21Q: 3 clusters Score -2403351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2403350.750000 Penalty: 4875.601074
	Iteration 22F: 3 clusters Score -2403351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Entering Unmasked Estep 
Score: -135010.156250 Penalty: 1762.844482
	Iteration 0F: 2 clusters Score -135010.2 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 641 members 
Entering Unmasked Estep 
Score: -133048.437500 Penalty: 3525.688965
	Iteration 0F: 3 clusters Score -133048.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -133507.765625 Penalty: 3525.688965
	Iteration 1F: 3 clusters Score -133507.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -133632.031250 Penalty: 3525.688965
	Iteration 2F: 3 clusters Score -133632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -133716.000000 Penalty: 3525.688965
	Iteration 3F: 3 clusters Score -133716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -133763.906250 Penalty: 3525.688965
	Iteration 4Q: 3 clusters Score -133763.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -133784.296875 Penalty: 3525.688965
	Iteration 5Q: 3 clusters Score -133784.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -133800.406250 Penalty: 3525.688965
	Iteration 6Q: 3 clusters Score -133800.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -133813.906250 Penalty: 3525.688965
	Iteration 7Q: 3 clusters Score -133813.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -133831.765625 Penalty: 3525.688965
	Iteration 8Q: 3 clusters Score -133831.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -133839.546875 Penalty: 3525.688965
	Iteration 9Q: 3 clusters Score -133839.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -133842.250000 Penalty: 3525.688965
	Iteration 10Q: 3 clusters Score -133842.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -133844.046875 Penalty: 3525.688965
	Iteration 11Q: 3 clusters Score -133844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -133846.546875 Penalty: 3525.688965
	Iteration 12Q: 3 clusters Score -133846.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -133848.437500 Penalty: 3525.688965
	Iteration 13Q: 3 clusters Score -133848.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -133852.578125 Penalty: 3525.688965
	Iteration 14Q: 3 clusters Score -133852.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -133853.796875 Penalty: 3525.688965
	Iteration 15Q: 3 clusters Score -133853.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -133853.937500 Penalty: 3525.688965
	Iteration 16Q: 3 clusters Score -133853.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -133853.937500 Penalty: 3525.688965
	Iteration 17F: 3 clusters Score -133853.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Entering Unmasked Estep 
Score: -655017.312500 Penalty: 2128.486328
	Iteration 0F: 2 clusters Score -655017.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -650301.750000 Penalty: 4256.972656
	Iteration 0F: 3 clusters Score -650301.8 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -651485.500000 Penalty: 4256.972656
	Iteration 1F: 3 clusters Score -651485.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -651752.875000 Penalty: 4256.972656
	Iteration 2F: 3 clusters Score -651752.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -651947.750000 Penalty: 4256.972656
	Iteration 3F: 3 clusters Score -651947.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -652118.000000 Penalty: 4256.972656
	Iteration 4Q: 3 clusters Score -652118 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -652265.437500 Penalty: 4256.972656
	Iteration 5Q: 3 clusters Score -652265.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -652437.687500 Penalty: 4256.972656
	Iteration 6Q: 3 clusters Score -652437.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -652609.625000 Penalty: 4256.972656
	Iteration 7Q: 3 clusters Score -652609.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -652798.812500 Penalty: 4256.972656
	Iteration 8Q: 3 clusters Score -652798.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -653028.562500 Penalty: 4256.972656
	Iteration 9Q: 3 clusters Score -653028.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -653323.125000 Penalty: 4256.972656
	Iteration 10Q: 3 clusters Score -653323.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -653585.000000 Penalty: 4256.972656
	Iteration 11Q: 3 clusters Score -653585 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -653798.312500 Penalty: 4256.972656
	Iteration 12Q: 3 clusters Score -653798.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -653927.250000 Penalty: 4256.972656
	Iteration 13Q: 3 clusters Score -653927.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -654019.750000 Penalty: 4256.972656
	Iteration 14Q: 3 clusters Score -654019.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -654098.125000 Penalty: 4256.972656
	Iteration 15Q: 3 clusters Score -654098.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -654138.625000 Penalty: 4256.972656
	Iteration 16Q: 3 clusters Score -654138.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -654164.062500 Penalty: 4256.972656
	Iteration 17Q: 3 clusters Score -654164.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -654170.437500 Penalty: 4256.972656
	Iteration 18Q: 3 clusters Score -654170.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -654176.937500 Penalty: 4256.972656
	Iteration 19Q: 3 clusters Score -654176.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -654179.750000 Penalty: 4256.972656
	Iteration 20F: 3 clusters Score -654179.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -654183.187500 Penalty: 4256.972656
	Iteration 21Q: 3 clusters Score -654183.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -654185.500000 Penalty: 4256.972656
	Iteration 22Q: 3 clusters Score -654185.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -654189.437500 Penalty: 4256.972656
	Iteration 23Q: 3 clusters Score -654189.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -654196.062500 Penalty: 4256.972656
	Iteration 24Q: 3 clusters Score -654196.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -654204.500000 Penalty: 4256.972656
	Iteration 25Q: 3 clusters Score -654204.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -654211.625000 Penalty: 4256.972656
	Iteration 26Q: 3 clusters Score -654211.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -654215.187500 Penalty: 4256.972656
	Iteration 27Q: 3 clusters Score -654215.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -654218.312500 Penalty: 4256.972656
	Iteration 28Q: 3 clusters Score -654218.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -654221.187500 Penalty: 4256.972656
	Iteration 29Q: 3 clusters Score -654221.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -654223.875000 Penalty: 4256.972656
	Iteration 30Q: 3 clusters Score -654223.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -654227.250000 Penalty: 4256.972656
	Iteration 31Q: 3 clusters Score -654227.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -654232.562500 Penalty: 4256.972656
	Iteration 32Q: 3 clusters Score -654232.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -654235.062500 Penalty: 4256.972656
	Iteration 33Q: 3 clusters Score -654235.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -654237.750000 Penalty: 4256.972656
	Iteration 34Q: 3 clusters Score -654237.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -654238.812500 Penalty: 4256.972656
	Iteration 35Q: 3 clusters Score -654238.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -654240.437500 Penalty: 4256.972656
	Iteration 36Q: 3 clusters Score -654240.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -654240.250000 Penalty: 4256.972656
	Iteration 37Q: 3 clusters Score -654240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -654240.062500 Penalty: 4256.972656
	Iteration 38Q: 3 clusters Score -654240.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -654240.062500 Penalty: 4256.972656
	Iteration 39F: 3 clusters Score -654240.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Entering Unmasked Estep 
Score: -2773834.250000 Penalty: 2472.774902
	Iteration 0F: 2 clusters Score -2773834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2758916.750000 Penalty: 4945.549805
	Iteration 0F: 3 clusters Score -2758917 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2764034.500000 Penalty: 4945.549805
	Iteration 1F: 3 clusters Score -2764034 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2764616.500000 Penalty: 4945.549805
	Iteration 2F: 3 clusters Score -2764616 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2765357.750000 Penalty: 4945.549805
	Iteration 3F: 3 clusters Score -2765358 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2766364.250000 Penalty: 4945.549805
	Iteration 4F: 3 clusters Score -2766364 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2767633.750000 Penalty: 4945.549805
	Iteration 5F: 3 clusters Score -2767634 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2768903.500000 Penalty: 4945.549805
	Iteration 6F: 3 clusters Score -2768904 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2769904.500000 Penalty: 4945.549805
	Iteration 7F: 3 clusters Score -2769904 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2770555.500000 Penalty: 4945.549805
	Iteration 8F: 3 clusters Score -2770556 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2770968.500000 Penalty: 4945.549805
	Iteration 9Q: 3 clusters Score -2770968 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2771275.500000 Penalty: 4945.549805
	Iteration 10Q: 3 clusters Score -2771276 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2771508.000000 Penalty: 4945.549805
	Iteration 11Q: 3 clusters Score -2771508 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2771669.250000 Penalty: 4945.549805
	Iteration 12Q: 3 clusters Score -2771669 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2771803.500000 Penalty: 4945.549805
	Iteration 13Q: 3 clusters Score -2771804 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2771889.250000 Penalty: 4945.549805
	Iteration 14Q: 3 clusters Score -2771889 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2771952.750000 Penalty: 4945.549805
	Iteration 15Q: 3 clusters Score -2771953 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2771986.500000 Penalty: 4945.549805
	Iteration 16Q: 3 clusters Score -2771986 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2772031.750000 Penalty: 4945.549805
	Iteration 17Q: 3 clusters Score -2772032 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2772069.750000 Penalty: 4945.549805
	Iteration 18Q: 3 clusters Score -2772070 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2772089.750000 Penalty: 4945.549805
	Iteration 19Q: 3 clusters Score -2772090 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2772120.750000 Penalty: 4945.549805
	Iteration 20F: 3 clusters Score -2772121 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2772141.000000 Penalty: 4945.549805
	Iteration 21Q: 3 clusters Score -2772141 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2772158.000000 Penalty: 4945.549805
	Iteration 22Q: 3 clusters Score -2772158 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2772165.750000 Penalty: 4945.549805
	Iteration 23Q: 3 clusters Score -2772166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2772179.750000 Penalty: 4945.549805
	Iteration 24Q: 3 clusters Score -2772180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2772188.750000 Penalty: 4945.549805
	Iteration 25Q: 3 clusters Score -2772189 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2772198.500000 Penalty: 4945.549805
	Iteration 26Q: 3 clusters Score -2772198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2772201.000000 Penalty: 4945.549805
	Iteration 27Q: 3 clusters Score -2772201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2772211.000000 Penalty: 4945.549805
	Iteration 28Q: 3 clusters Score -2772211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2772222.250000 Penalty: 4945.549805
	Iteration 29Q: 3 clusters Score -2772222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2772227.000000 Penalty: 4945.549805
	Iteration 30Q: 3 clusters Score -2772227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2772228.750000 Penalty: 4945.549805
	Iteration 31Q: 3 clusters Score -2772229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2772236.000000 Penalty: 4945.549805
	Iteration 32Q: 3 clusters Score -2772236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2772234.250000 Penalty: 4945.549805
	Iteration 33Q: 3 clusters Score -2772234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2772248.500000 Penalty: 4945.549805
	Iteration 34Q: 3 clusters Score -2772248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2772254.000000 Penalty: 4945.549805
	Iteration 35Q: 3 clusters Score -2772254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2772259.500000 Penalty: 4945.549805
	Iteration 36Q: 3 clusters Score -2772260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2772261.250000 Penalty: 4945.549805
	Iteration 37Q: 3 clusters Score -2772261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2772260.750000 Penalty: 4945.549805
	Iteration 38Q: 3 clusters Score -2772261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2772267.250000 Penalty: 4945.549805
	Iteration 39Q: 3 clusters Score -2772267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2772271.000000 Penalty: 4945.549805
	Iteration 40F: 3 clusters Score -2772271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2772273.750000 Penalty: 4945.549805
	Iteration 41Q: 3 clusters Score -2772274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2772282.500000 Penalty: 4945.549805
	Iteration 42Q: 3 clusters Score -2772282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2772287.750000 Penalty: 4945.549805
	Iteration 43Q: 3 clusters Score -2772288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2772292.500000 Penalty: 4945.549805
	Iteration 44Q: 3 clusters Score -2772292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2772289.750000 Penalty: 4945.549805
	Iteration 45Q: 3 clusters Score -2772290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2772286.250000 Penalty: 4945.549805
	Iteration 46Q: 3 clusters Score -2772286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2772294.500000 Penalty: 4945.549805
	Iteration 47Q: 3 clusters Score -2772294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2772297.750000 Penalty: 4945.549805
	Iteration 48Q: 3 clusters Score -2772298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2772297.750000 Penalty: 4945.549805
	Iteration 49Q: 3 clusters Score -2772298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2772296.000000 Penalty: 4945.549805
	Iteration 50Q: 3 clusters Score -2772296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2772293.250000 Penalty: 4945.549805
	Iteration 51Q: 3 clusters Score -2772293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2772293.250000 Penalty: 4945.549805
	Iteration 52F: 3 clusters Score -2772293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -289447.062500 Penalty: 1908.885986
	Iteration 0F: 2 clusters Score -289447.1 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 1123 members 
Entering Unmasked Estep 
Score: -286693.500000 Penalty: 3817.771973
	Iteration 0F: 3 clusters Score -286693.5 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -287191.062500 Penalty: 3817.771973
	Iteration 1F: 3 clusters Score -287191.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -287319.281250 Penalty: 3817.771973
	Iteration 2F: 3 clusters Score -287319.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -287391.125000 Penalty: 3817.771973
	Iteration 3Q: 3 clusters Score -287391.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -287428.250000 Penalty: 3817.771973
	Iteration 4Q: 3 clusters Score -287428.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -287461.062500 Penalty: 3817.771973
	Iteration 5Q: 3 clusters Score -287461.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -287488.468750 Penalty: 3817.771973
	Iteration 6Q: 3 clusters Score -287488.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -287504.937500 Penalty: 3817.771973
	Iteration 7Q: 3 clusters Score -287504.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -287525.750000 Penalty: 3817.771973
	Iteration 8Q: 3 clusters Score -287525.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -287546.125000 Penalty: 3817.771973
	Iteration 9Q: 3 clusters Score -287546.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -287566.562500 Penalty: 3817.771973
	Iteration 10Q: 3 clusters Score -287566.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -287589.062500 Penalty: 3817.771973
	Iteration 11Q: 3 clusters Score -287589.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -287614.156250 Penalty: 3817.771973
	Iteration 12Q: 3 clusters Score -287614.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -287638.875000 Penalty: 3817.771973
	Iteration 13Q: 3 clusters Score -287638.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -287665.000000 Penalty: 3817.771973
	Iteration 14Q: 3 clusters Score -287665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -287687.781250 Penalty: 3817.771973
	Iteration 15Q: 3 clusters Score -287687.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -287714.968750 Penalty: 3817.771973
	Iteration 16Q: 3 clusters Score -287715 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -287749.656250 Penalty: 3817.771973
	Iteration 17Q: 3 clusters Score -287749.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -287787.406250 Penalty: 3817.771973
	Iteration 18Q: 3 clusters Score -287787.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -287840.875000 Penalty: 3817.771973
	Iteration 19Q: 3 clusters Score -287840.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -287880.625000 Penalty: 3817.771973
	Iteration 20F: 3 clusters Score -287880.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -287932.906250 Penalty: 3817.771973
	Iteration 21Q: 3 clusters Score -287932.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -288018.937500 Penalty: 3817.771973
	Iteration 22Q: 3 clusters Score -288018.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -288159.312500 Penalty: 3817.771973
	Iteration 23Q: 3 clusters Score -288159.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -288314.750000 Penalty: 3817.771973
	Iteration 24Q: 3 clusters Score -288314.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -288450.906250 Penalty: 3817.771973
	Iteration 25Q: 3 clusters Score -288450.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -288554.343750 Penalty: 3817.771973
	Iteration 26Q: 3 clusters Score -288554.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -288609.593750 Penalty: 3817.771973
	Iteration 27Q: 3 clusters Score -288609.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -288639.593750 Penalty: 3817.771973
	Iteration 28Q: 3 clusters Score -288639.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -288660.750000 Penalty: 3817.771973
	Iteration 29Q: 3 clusters Score -288660.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -288676.000000 Penalty: 3817.771973
	Iteration 30Q: 3 clusters Score -288676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -288688.937500 Penalty: 3817.771973
	Iteration 31Q: 3 clusters Score -288688.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -288699.562500 Penalty: 3817.771973
	Iteration 32Q: 3 clusters Score -288699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -288701.687500 Penalty: 3817.771973
	Iteration 33Q: 3 clusters Score -288701.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -288704.375000 Penalty: 3817.771973
	Iteration 34Q: 3 clusters Score -288704.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -288708.593750 Penalty: 3817.771973
	Iteration 35Q: 3 clusters Score -288708.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -288715.062500 Penalty: 3817.771973
	Iteration 36Q: 3 clusters Score -288715.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -288722.406250 Penalty: 3817.771973
	Iteration 37Q: 3 clusters Score -288722.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -288731.531250 Penalty: 3817.771973
	Iteration 38Q: 3 clusters Score -288731.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -288735.718750 Penalty: 3817.771973
	Iteration 39Q: 3 clusters Score -288735.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -288739.468750 Penalty: 3817.771973
	Iteration 40F: 3 clusters Score -288739.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -288749.031250 Penalty: 3817.771973
	Iteration 41Q: 3 clusters Score -288749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -288763.593750 Penalty: 3817.771973
	Iteration 42Q: 3 clusters Score -288763.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -288785.437500 Penalty: 3817.771973
	Iteration 43Q: 3 clusters Score -288785.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -288818.843750 Penalty: 3817.771973
	Iteration 44Q: 3 clusters Score -288818.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -288841.312500 Penalty: 3817.771973
	Iteration 45Q: 3 clusters Score -288841.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -288862.906250 Penalty: 3817.771973
	Iteration 46Q: 3 clusters Score -288862.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -288872.968750 Penalty: 3817.771973
	Iteration 47Q: 3 clusters Score -288873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -288878.562500 Penalty: 3817.771973
	Iteration 48Q: 3 clusters Score -288878.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -288882.625000 Penalty: 3817.771973
	Iteration 49Q: 3 clusters Score -288882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -288883.656250 Penalty: 3817.771973
	Iteration 50Q: 3 clusters Score -288883.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -288885.062500 Penalty: 3817.771973
	Iteration 51Q: 3 clusters Score -288885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -288885.718750 Penalty: 3817.771973
	Iteration 52Q: 3 clusters Score -288885.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -288885.718750 Penalty: 3817.771973
	Iteration 53F: 3 clusters Score -288885.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Entering Unmasked Estep 
Score: -1855198.500000 Penalty: 2372.555420
	Iteration 0F: 2 clusters Score -1855198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1844810.250000 Penalty: 4745.110840
	Iteration 0F: 3 clusters Score -1844810 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1848101.750000 Penalty: 4745.110840
	Iteration 1F: 3 clusters Score -1848102 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1848516.375000 Penalty: 4745.110840
	Iteration 2F: 3 clusters Score -1848516 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1848890.500000 Penalty: 4745.110840
	Iteration 3F: 3 clusters Score -1848890 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1849247.500000 Penalty: 4745.110840
	Iteration 4F: 3 clusters Score -1849248 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1849611.625000 Penalty: 4745.110840
	Iteration 5Q: 3 clusters Score -1849612 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1850023.625000 Penalty: 4745.110840
	Iteration 6F: 3 clusters Score -1850024 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1850491.625000 Penalty: 4745.110840
	Iteration 7F: 3 clusters Score -1850492 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1850983.250000 Penalty: 4745.110840
	Iteration 8F: 3 clusters Score -1850983 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1851400.125000 Penalty: 4745.110840
	Iteration 9Q: 3 clusters Score -1851400 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1851791.375000 Penalty: 4745.110840
	Iteration 10Q: 3 clusters Score -1851791 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1852118.250000 Penalty: 4745.110840
	Iteration 11Q: 3 clusters Score -1852118 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1852363.500000 Penalty: 4745.110840
	Iteration 12Q: 3 clusters Score -1852364 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1852575.000000 Penalty: 4745.110840
	Iteration 13Q: 3 clusters Score -1852575 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1852749.000000 Penalty: 4745.110840
	Iteration 14Q: 3 clusters Score -1852749 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1852880.750000 Penalty: 4745.110840
	Iteration 15Q: 3 clusters Score -1852881 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1852968.125000 Penalty: 4745.110840
	Iteration 16Q: 3 clusters Score -1852968 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1853028.500000 Penalty: 4745.110840
	Iteration 17Q: 3 clusters Score -1853028 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1853069.125000 Penalty: 4745.110840
	Iteration 18Q: 3 clusters Score -1853069 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1853100.250000 Penalty: 4745.110840
	Iteration 19Q: 3 clusters Score -1853100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1853120.125000 Penalty: 4745.110840
	Iteration 20F: 3 clusters Score -1853120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1853137.125000 Penalty: 4745.110840
	Iteration 21Q: 3 clusters Score -1853137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1853153.375000 Penalty: 4745.110840
	Iteration 22Q: 3 clusters Score -1853153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1853173.375000 Penalty: 4745.110840
	Iteration 23Q: 3 clusters Score -1853173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1853179.500000 Penalty: 4745.110840
	Iteration 24Q: 3 clusters Score -1853180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1853187.125000 Penalty: 4745.110840
	Iteration 25Q: 3 clusters Score -1853187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1853189.500000 Penalty: 4745.110840
	Iteration 26Q: 3 clusters Score -1853190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1853194.625000 Penalty: 4745.110840
	Iteration 27Q: 3 clusters Score -1853195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1853199.500000 Penalty: 4745.110840
	Iteration 28Q: 3 clusters Score -1853200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1853203.250000 Penalty: 4745.110840
	Iteration 29Q: 3 clusters Score -1853203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1853214.125000 Penalty: 4745.110840
	Iteration 30Q: 3 clusters Score -1853214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1853219.000000 Penalty: 4745.110840
	Iteration 31Q: 3 clusters Score -1853219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1853220.250000 Penalty: 4745.110840
	Iteration 32Q: 3 clusters Score -1853220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1853222.875000 Penalty: 4745.110840
	Iteration 33Q: 3 clusters Score -1853223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1853220.500000 Penalty: 4745.110840
	Iteration 34Q: 3 clusters Score -1853220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1853225.375000 Penalty: 4745.110840
	Iteration 35Q: 3 clusters Score -1853225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1853227.750000 Penalty: 4745.110840
	Iteration 36Q: 3 clusters Score -1853228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1853232.250000 Penalty: 4745.110840
	Iteration 37Q: 3 clusters Score -1853232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1853238.500000 Penalty: 4745.110840
	Iteration 38Q: 3 clusters Score -1853238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1853240.250000 Penalty: 4745.110840
	Iteration 39Q: 3 clusters Score -1853240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1853240.875000 Penalty: 4745.110840
	Iteration 40F: 3 clusters Score -1853241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1853243.625000 Penalty: 4745.110840
	Iteration 41Q: 3 clusters Score -1853244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1853243.375000 Penalty: 4745.110840
	Iteration 42Q: 3 clusters Score -1853243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1853245.000000 Penalty: 4745.110840
	Iteration 43Q: 3 clusters Score -1853245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1853245.250000 Penalty: 4745.110840
	Iteration 44Q: 3 clusters Score -1853245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1853242.250000 Penalty: 4745.110840
	Iteration 45Q: 3 clusters Score -1853242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1853244.625000 Penalty: 4745.110840
	Iteration 46Q: 3 clusters Score -1853245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1853246.750000 Penalty: 4745.110840
	Iteration 47Q: 3 clusters Score -1853247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1853248.500000 Penalty: 4745.110840
	Iteration 48Q: 3 clusters Score -1853248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1853252.500000 Penalty: 4745.110840
	Iteration 49Q: 3 clusters Score -1853252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1853260.125000 Penalty: 4745.110840
	Iteration 50Q: 3 clusters Score -1853260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1853258.750000 Penalty: 4745.110840
	Iteration 51Q: 3 clusters Score -1853259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1853259.625000 Penalty: 4745.110840
	Iteration 52Q: 3 clusters Score -1853260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1853259.625000 Penalty: 4745.110840
	Iteration 53Q: 3 clusters Score -1853260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1853259.875000 Penalty: 4745.110840
	Iteration 54Q: 3 clusters Score -1853260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1853262.625000 Penalty: 4745.110840
	Iteration 55Q: 3 clusters Score -1853263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1853264.250000 Penalty: 4745.110840
	Iteration 56Q: 3 clusters Score -1853264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1853265.875000 Penalty: 4745.110840
	Iteration 57Q: 3 clusters Score -1853266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1853266.500000 Penalty: 4745.110840
	Iteration 58Q: 3 clusters Score -1853266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1853266.500000 Penalty: 4745.110840
	Iteration 59F: 3 clusters Score -1853266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Entering Unmasked Estep 
Score: -4070541.250000 Penalty: 2563.533203
	Iteration 0F: 2 clusters Score -4070541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -4049338.000000 Penalty: 5127.066406
	Iteration 0F: 3 clusters Score -4049338 nChanged 14010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -4056919.000000 Penalty: 5127.066406
	Iteration 1F: 3 clusters Score -4056919 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -4057433.250000 Penalty: 5127.066406
	Iteration 2Q: 3 clusters Score -4057433 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -4057911.250000 Penalty: 5127.066406
	Iteration 3Q: 3 clusters Score -4057911 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -4058484.500000 Penalty: 5127.066406
	Iteration 4Q: 3 clusters Score -4058484 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -4059133.000000 Penalty: 5127.066406
	Iteration 5Q: 3 clusters Score -4059133 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -4060043.000000 Penalty: 5127.066406
	Iteration 6F: 3 clusters Score -4060043 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -4061262.500000 Penalty: 5127.066406
	Iteration 7F: 3 clusters Score -4061262 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -4062876.750000 Penalty: 5127.066406
	Iteration 8F: 3 clusters Score -4062877 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -4064739.500000 Penalty: 5127.066406
	Iteration 9F: 3 clusters Score -4064740 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4066341.750000 Penalty: 5127.066406
	Iteration 10F: 3 clusters Score -4066342 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4067357.250000 Penalty: 5127.066406
	Iteration 11Q: 3 clusters Score -4067357 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4067876.250000 Penalty: 5127.066406
	Iteration 12Q: 3 clusters Score -4067876 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4068084.000000 Penalty: 5127.066406
	Iteration 13Q: 3 clusters Score -4068084 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4068179.000000 Penalty: 5127.066406
	Iteration 14Q: 3 clusters Score -4068179 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4068247.500000 Penalty: 5127.066406
	Iteration 15Q: 3 clusters Score -4068248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4068284.500000 Penalty: 5127.066406
	Iteration 16Q: 3 clusters Score -4068284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4068312.500000 Penalty: 5127.066406
	Iteration 17Q: 3 clusters Score -4068312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4068319.250000 Penalty: 5127.066406
	Iteration 18Q: 3 clusters Score -4068319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4068324.500000 Penalty: 5127.066406
	Iteration 19Q: 3 clusters Score -4068324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4068331.250000 Penalty: 5127.066406
	Iteration 20F: 3 clusters Score -4068331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4068331.250000 Penalty: 5127.066406
	Iteration 21Q: 3 clusters Score -4068331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4068331.750000 Penalty: 5127.066406
	Iteration 22Q: 3 clusters Score -4068332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4068331.750000 Penalty: 5127.066406
	Iteration 23F: 3 clusters Score -4068332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Entering Unmasked Estep 
Score: -614433.937500 Penalty: 2095.702148
	Iteration 0F: 2 clusters Score -614433.9 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 2389 members 
Entering Unmasked Estep 
Score: -610098.000000 Penalty: 4191.404297
	Iteration 0F: 3 clusters Score -610098 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -611137.750000 Penalty: 4191.404297
	Iteration 1F: 3 clusters Score -611137.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -611384.687500 Penalty: 4191.404297
	Iteration 2F: 3 clusters Score -611384.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -611553.250000 Penalty: 4191.404297
	Iteration 3F: 3 clusters Score -611553.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -611688.437500 Penalty: 4191.404297
	Iteration 4Q: 3 clusters Score -611688.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -611816.000000 Penalty: 4191.404297
	Iteration 5Q: 3 clusters Score -611816 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -611922.312500 Penalty: 4191.404297
	Iteration 6Q: 3 clusters Score -611922.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -612019.500000 Penalty: 4191.404297
	Iteration 7Q: 3 clusters Score -612019.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -612113.062500 Penalty: 4191.404297
	Iteration 8Q: 3 clusters Score -612113.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -612201.937500 Penalty: 4191.404297
	Iteration 9Q: 3 clusters Score -612201.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -612282.750000 Penalty: 4191.404297
	Iteration 10Q: 3 clusters Score -612282.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -612360.937500 Penalty: 4191.404297
	Iteration 11Q: 3 clusters Score -612360.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -612440.250000 Penalty: 4191.404297
	Iteration 12Q: 3 clusters Score -612440.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -612520.875000 Penalty: 4191.404297
	Iteration 13Q: 3 clusters Score -612520.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -612579.062500 Penalty: 4191.404297
	Iteration 14Q: 3 clusters Score -612579.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -612627.625000 Penalty: 4191.404297
	Iteration 15Q: 3 clusters Score -612627.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -612675.687500 Penalty: 4191.404297
	Iteration 16Q: 3 clusters Score -612675.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -612724.125000 Penalty: 4191.404297
	Iteration 17Q: 3 clusters Score -612724.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -612766.625000 Penalty: 4191.404297
	Iteration 18Q: 3 clusters Score -612766.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -612801.000000 Penalty: 4191.404297
	Iteration 19Q: 3 clusters Score -612801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -612824.000000 Penalty: 4191.404297
	Iteration 20F: 3 clusters Score -612824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -612839.500000 Penalty: 4191.404297
	Iteration 21Q: 3 clusters Score -612839.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -612850.375000 Penalty: 4191.404297
	Iteration 22Q: 3 clusters Score -612850.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -612856.375000 Penalty: 4191.404297
	Iteration 23Q: 3 clusters Score -612856.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -612863.875000 Penalty: 4191.404297
	Iteration 24Q: 3 clusters Score -612863.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -612868.437500 Penalty: 4191.404297
	Iteration 25Q: 3 clusters Score -612868.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -612871.250000 Penalty: 4191.404297
	Iteration 26Q: 3 clusters Score -612871.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -612875.000000 Penalty: 4191.404297
	Iteration 27Q: 3 clusters Score -612875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -612879.437500 Penalty: 4191.404297
	Iteration 28Q: 3 clusters Score -612879.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -612883.187500 Penalty: 4191.404297
	Iteration 29Q: 3 clusters Score -612883.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -612885.250000 Penalty: 4191.404297
	Iteration 30Q: 3 clusters Score -612885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -612886.687500 Penalty: 4191.404297
	Iteration 31Q: 3 clusters Score -612886.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -612886.812500 Penalty: 4191.404297
	Iteration 32Q: 3 clusters Score -612886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -612887.812500 Penalty: 4191.404297
	Iteration 33Q: 3 clusters Score -612887.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -612894.062500 Penalty: 4191.404297
	Iteration 34Q: 3 clusters Score -612894.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -612897.375000 Penalty: 4191.404297
	Iteration 35Q: 3 clusters Score -612897.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -612899.062500 Penalty: 4191.404297
	Iteration 36Q: 3 clusters Score -612899.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -612899.062500 Penalty: 4191.404297
	Iteration 37F: 3 clusters Score -612899.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Entering Unmasked Estep 
Score: -1365920.750000 Penalty: 2312.114746
	Iteration 0F: 2 clusters Score -1365921 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 5639 members 
Entering Unmasked Estep 
Score: -1357490.875000 Penalty: 4624.229492
	Iteration 0F: 3 clusters Score -1357491 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1360212.000000 Penalty: 4624.229492
	Iteration 1F: 3 clusters Score -1360212 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1360811.625000 Penalty: 4624.229492
	Iteration 2F: 3 clusters Score -1360812 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1361462.750000 Penalty: 4624.229492
	Iteration 3F: 3 clusters Score -1361463 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1362169.375000 Penalty: 4624.229492
	Iteration 4F: 3 clusters Score -1362169 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1362819.375000 Penalty: 4624.229492
	Iteration 5F: 3 clusters Score -1362819 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1363296.250000 Penalty: 4624.229492
	Iteration 6F: 3 clusters Score -1363296 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1363636.750000 Penalty: 4624.229492
	Iteration 7Q: 3 clusters Score -1363637 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1363946.000000 Penalty: 4624.229492
	Iteration 8Q: 3 clusters Score -1363946 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1364191.125000 Penalty: 4624.229492
	Iteration 9Q: 3 clusters Score -1364191 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1364373.625000 Penalty: 4624.229492
	Iteration 10Q: 3 clusters Score -1364374 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1364513.000000 Penalty: 4624.229492
	Iteration 11Q: 3 clusters Score -1364513 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1364600.375000 Penalty: 4624.229492
	Iteration 12Q: 3 clusters Score -1364600 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1364659.875000 Penalty: 4624.229492
	Iteration 13Q: 3 clusters Score -1364660 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1364711.375000 Penalty: 4624.229492
	Iteration 14Q: 3 clusters Score -1364711 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1364751.625000 Penalty: 4624.229492
	Iteration 15Q: 3 clusters Score -1364752 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1364788.625000 Penalty: 4624.229492
	Iteration 16Q: 3 clusters Score -1364789 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1364816.250000 Penalty: 4624.229492
	Iteration 17Q: 3 clusters Score -1364816 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1364843.000000 Penalty: 4624.229492
	Iteration 18Q: 3 clusters Score -1364843 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1364868.875000 Penalty: 4624.229492
	Iteration 19Q: 3 clusters Score -1364869 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1364887.125000 Penalty: 4624.229492
	Iteration 20F: 3 clusters Score -1364887 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1364895.875000 Penalty: 4624.229492
	Iteration 21Q: 3 clusters Score -1364896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1364910.250000 Penalty: 4624.229492
	Iteration 22Q: 3 clusters Score -1364910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1364913.250000 Penalty: 4624.229492
	Iteration 23Q: 3 clusters Score -1364913 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1364920.500000 Penalty: 4624.229492
	Iteration 24Q: 3 clusters Score -1364920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1364931.125000 Penalty: 4624.229492
	Iteration 25Q: 3 clusters Score -1364931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1364936.500000 Penalty: 4624.229492
	Iteration 26Q: 3 clusters Score -1364936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1364941.125000 Penalty: 4624.229492
	Iteration 27Q: 3 clusters Score -1364941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1364949.625000 Penalty: 4624.229492
	Iteration 28Q: 3 clusters Score -1364950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1364952.125000 Penalty: 4624.229492
	Iteration 29Q: 3 clusters Score -1364952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1364950.500000 Penalty: 4624.229492
	Iteration 30Q: 3 clusters Score -1364950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1364954.000000 Penalty: 4624.229492
	Iteration 31Q: 3 clusters Score -1364954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1364957.000000 Penalty: 4624.229492
	Iteration 32Q: 3 clusters Score -1364957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1364965.625000 Penalty: 4624.229492
	Iteration 33Q: 3 clusters Score -1364966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1364970.125000 Penalty: 4624.229492
	Iteration 34Q: 3 clusters Score -1364970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1364977.750000 Penalty: 4624.229492
	Iteration 35Q: 3 clusters Score -1364978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1364978.500000 Penalty: 4624.229492
	Iteration 36Q: 3 clusters Score -1364978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1364987.000000 Penalty: 4624.229492
	Iteration 37Q: 3 clusters Score -1364987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1364989.000000 Penalty: 4624.229492
	Iteration 38Q: 3 clusters Score -1364989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1364996.750000 Penalty: 4624.229492
	Iteration 39Q: 3 clusters Score -1364997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1364999.250000 Penalty: 4624.229492
	Iteration 40F: 3 clusters Score -1364999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1365004.375000 Penalty: 4624.229492
	Iteration 41Q: 3 clusters Score -1365004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1365011.625000 Penalty: 4624.229492
	Iteration 42Q: 3 clusters Score -1365012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1365014.750000 Penalty: 4624.229492
	Iteration 43Q: 3 clusters Score -1365015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1365015.375000 Penalty: 4624.229492
	Iteration 44Q: 3 clusters Score -1365015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1365023.000000 Penalty: 4624.229492
	Iteration 45Q: 3 clusters Score -1365023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1365026.625000 Penalty: 4624.229492
	Iteration 46Q: 3 clusters Score -1365027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1365032.125000 Penalty: 4624.229492
	Iteration 47Q: 3 clusters Score -1365032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1365034.000000 Penalty: 4624.229492
	Iteration 48Q: 3 clusters Score -1365034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1365037.125000 Penalty: 4624.229492
	Iteration 49Q: 3 clusters Score -1365037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1365038.750000 Penalty: 4624.229492
	Iteration 50Q: 3 clusters Score -1365039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1365041.375000 Penalty: 4624.229492
	Iteration 51Q: 3 clusters Score -1365041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1365041.125000 Penalty: 4624.229492
	Iteration 52Q: 3 clusters Score -1365041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1365040.000000 Penalty: 4624.229492
	Iteration 53Q: 3 clusters Score -1365040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1365040.250000 Penalty: 4624.229492
	Iteration 54Q: 3 clusters Score -1365040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1365041.375000 Penalty: 4624.229492
	Iteration 55Q: 3 clusters Score -1365041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1365045.000000 Penalty: 4624.229492
	Iteration 56Q: 3 clusters Score -1365045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1365046.250000 Penalty: 4624.229492
	Iteration 57Q: 3 clusters Score -1365046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1365044.375000 Penalty: 4624.229492
	Iteration 58Q: 3 clusters Score -1365044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1365045.250000 Penalty: 4624.229492
	Iteration 59Q: 3 clusters Score -1365045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1365046.375000 Penalty: 4624.229492
	Iteration 60F: 3 clusters Score -1365046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1365047.000000 Penalty: 4624.229492
	Iteration 61Q: 3 clusters Score -1365047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1365050.500000 Penalty: 4624.229492
	Iteration 62Q: 3 clusters Score -1365050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1365050.000000 Penalty: 4624.229492
	Iteration 63Q: 3 clusters Score -1365050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1365049.500000 Penalty: 4624.229492
	Iteration 64Q: 3 clusters Score -1365050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1365050.250000 Penalty: 4624.229492
	Iteration 65Q: 3 clusters Score -1365050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1365049.500000 Penalty: 4624.229492
	Iteration 66Q: 3 clusters Score -1365050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1365050.125000 Penalty: 4624.229492
	Iteration 67Q: 3 clusters Score -1365050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1365051.000000 Penalty: 4624.229492
	Iteration 68Q: 3 clusters Score -1365051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1365052.375000 Penalty: 4624.229492
	Iteration 69Q: 3 clusters Score -1365052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1365050.625000 Penalty: 4624.229492
	Iteration 70Q: 3 clusters Score -1365051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1365051.250000 Penalty: 4624.229492
	Iteration 71Q: 3 clusters Score -1365051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1365051.625000 Penalty: 4624.229492
	Iteration 72Q: 3 clusters Score -1365052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1365053.125000 Penalty: 4624.229492
	Iteration 73Q: 3 clusters Score -1365053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1365051.000000 Penalty: 4624.229492
	Iteration 74Q: 3 clusters Score -1365051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1365053.875000 Penalty: 4624.229492
	Iteration 75Q: 3 clusters Score -1365054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1365053.875000 Penalty: 4624.229492
	Iteration 76F: 3 clusters Score -1365054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Entering Unmasked Estep 
Score: -1280494.500000 Penalty: 2284.511475
	Iteration 0F: 2 clusters Score -1280494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1272890.500000 Penalty: 4569.022949
	Iteration 0F: 3 clusters Score -1272890 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1275098.000000 Penalty: 4569.022949
	Iteration 1F: 3 clusters Score -1275098 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1275458.250000 Penalty: 4569.022949
	Iteration 2F: 3 clusters Score -1275458 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1275687.625000 Penalty: 4569.022949
	Iteration 3F: 3 clusters Score -1275688 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1275892.875000 Penalty: 4569.022949
	Iteration 4Q: 3 clusters Score -1275893 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1276129.750000 Penalty: 4569.022949
	Iteration 5Q: 3 clusters Score -1276130 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1276441.625000 Penalty: 4569.022949
	Iteration 6Q: 3 clusters Score -1276442 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1276967.750000 Penalty: 4569.022949
	Iteration 7F: 3 clusters Score -1276968 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1277655.375000 Penalty: 4569.022949
	Iteration 8F: 3 clusters Score -1277655 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1278298.000000 Penalty: 4569.022949
	Iteration 9F: 3 clusters Score -1278298 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1278922.625000 Penalty: 4569.022949
	Iteration 10F: 3 clusters Score -1278923 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1279452.750000 Penalty: 4569.022949
	Iteration 11F: 3 clusters Score -1279453 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1279939.000000 Penalty: 4569.022949
	Iteration 12Q: 3 clusters Score -1279939 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1280370.000000 Penalty: 4569.022949
	Iteration 13Q: 3 clusters Score -1280370 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1280711.500000 Penalty: 4569.022949
	Iteration 14Q: 3 clusters Score -1280712 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1280891.125000 Penalty: 4569.022949
	Iteration 15Q: 3 clusters Score -1280891 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1280984.750000 Penalty: 4569.022949
	Iteration 16Q: 3 clusters Score -1280985 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1281023.000000 Penalty: 4569.022949
	Iteration 17Q: 3 clusters Score -1281023 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1281054.375000 Penalty: 4569.022949
	Iteration 18Q: 3 clusters Score -1281054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1281059.875000 Penalty: 4569.022949
	Iteration 19Q: 3 clusters Score -1281060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1281070.125000 Penalty: 4569.022949
	Iteration 20F: 3 clusters Score -1281070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1281075.375000 Penalty: 4569.022949
	Iteration 21Q: 3 clusters Score -1281075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1281074.000000 Penalty: 4569.022949
	Iteration 22Q: 3 clusters Score -1281074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1281077.000000 Penalty: 4569.022949
	Iteration 23Q: 3 clusters Score -1281077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1281076.000000 Penalty: 4569.022949
	Iteration 24Q: 3 clusters Score -1281076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1281076.000000 Penalty: 4569.022949
	Iteration 25F: 3 clusters Score -1281076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108324 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 44304 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30848 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 1479 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 8535 members 
Entering Unmasked Estep 
Score: -73856320.000000 Penalty: 118472.648438
Splitting cluster 19 changes total score from -73856768.000000 to -73856320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (22910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Entering Unmasked Estep 
Score: -2946980.500000 Penalty: 2489.753418
	Iteration 0F: 2 clusters Score -2946980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2931070.750000 Penalty: 4979.506836
	Iteration 0F: 3 clusters Score -2931071 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2936730.500000 Penalty: 4979.506836
	Iteration 1F: 3 clusters Score -2936730 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2937467.500000 Penalty: 4979.506836
	Iteration 2F: 3 clusters Score -2937468 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2938385.500000 Penalty: 4979.506836
	Iteration 3F: 3 clusters Score -2938386 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2939412.000000 Penalty: 4979.506836
	Iteration 4F: 3 clusters Score -2939412 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2940522.500000 Penalty: 4979.506836
	Iteration 5F: 3 clusters Score -2940522 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2941522.250000 Penalty: 4979.506836
	Iteration 6F: 3 clusters Score -2941522 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2942255.250000 Penalty: 4979.506836
	Iteration 7F: 3 clusters Score -2942255 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2942739.000000 Penalty: 4979.506836
	Iteration 8Q: 3 clusters Score -2942739 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2942950.250000 Penalty: 4979.506836
	Iteration 9Q: 3 clusters Score -2942950 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2943084.500000 Penalty: 4979.506836
	Iteration 10Q: 3 clusters Score -2943084 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2943197.750000 Penalty: 4979.506836
	Iteration 11Q: 3 clusters Score -2943198 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2943249.500000 Penalty: 4979.506836
	Iteration 12Q: 3 clusters Score -2943250 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2943289.250000 Penalty: 4979.506836
	Iteration 13Q: 3 clusters Score -2943289 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2943317.750000 Penalty: 4979.506836
	Iteration 14Q: 3 clusters Score -2943318 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2943333.000000 Penalty: 4979.506836
	Iteration 15Q: 3 clusters Score -2943333 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2943346.500000 Penalty: 4979.506836
	Iteration 16Q: 3 clusters Score -2943346 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2943357.750000 Penalty: 4979.506836
	Iteration 17Q: 3 clusters Score -2943358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2943357.500000 Penalty: 4979.506836
	Iteration 18Q: 3 clusters Score -2943358 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2943361.000000 Penalty: 4979.506836
	Iteration 19Q: 3 clusters Score -2943361 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2943367.250000 Penalty: 4979.506836
	Iteration 20F: 3 clusters Score -2943367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2943372.500000 Penalty: 4979.506836
	Iteration 21Q: 3 clusters Score -2943372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2943364.750000 Penalty: 4979.506836
	Iteration 22Q: 3 clusters Score -2943365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2943369.500000 Penalty: 4979.506836
	Iteration 23Q: 3 clusters Score -2943370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2943371.000000 Penalty: 4979.506836
	Iteration 24Q: 3 clusters Score -2943371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2943377.250000 Penalty: 4979.506836
	Iteration 25Q: 3 clusters Score -2943377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2943376.500000 Penalty: 4979.506836
	Iteration 26Q: 3 clusters Score -2943376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2943384.500000 Penalty: 4979.506836
	Iteration 27Q: 3 clusters Score -2943384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2943386.000000 Penalty: 4979.506836
	Iteration 28Q: 3 clusters Score -2943386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2943384.250000 Penalty: 4979.506836
	Iteration 29Q: 3 clusters Score -2943384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2943390.500000 Penalty: 4979.506836
	Iteration 30Q: 3 clusters Score -2943390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2943392.500000 Penalty: 4979.506836
	Iteration 31Q: 3 clusters Score -2943392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2943392.500000 Penalty: 4979.506836
	Iteration 32Q: 3 clusters Score -2943392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2943395.750000 Penalty: 4979.506836
	Iteration 33Q: 3 clusters Score -2943396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2943394.000000 Penalty: 4979.506836
	Iteration 34Q: 3 clusters Score -2943394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2943394.500000 Penalty: 4979.506836
	Iteration 35Q: 3 clusters Score -2943394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2943395.750000 Penalty: 4979.506836
	Iteration 36Q: 3 clusters Score -2943396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2943394.500000 Penalty: 4979.506836
	Iteration 37Q: 3 clusters Score -2943394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2943391.000000 Penalty: 4979.506836
	Iteration 38Q: 3 clusters Score -2943391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2943394.750000 Penalty: 4979.506836
	Iteration 39Q: 3 clusters Score -2943395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2943397.750000 Penalty: 4979.506836
	Iteration 40F: 3 clusters Score -2943398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2943397.250000 Penalty: 4979.506836
	Iteration 41Q: 3 clusters Score -2943397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2943397.250000 Penalty: 4979.506836
	Iteration 42Q: 3 clusters Score -2943397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2943397.500000 Penalty: 4979.506836
	Iteration 43Q: 3 clusters Score -2943398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2943396.250000 Penalty: 4979.506836
	Iteration 44Q: 3 clusters Score -2943396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2943394.250000 Penalty: 4979.506836
	Iteration 45Q: 3 clusters Score -2943394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2943394.250000 Penalty: 4979.506836
	Iteration 46Q: 3 clusters Score -2943394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2943398.500000 Penalty: 4979.506836
	Iteration 47Q: 3 clusters Score -2943398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2943397.750000 Penalty: 4979.506836
	Iteration 48Q: 3 clusters Score -2943398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2943399.500000 Penalty: 4979.506836
	Iteration 49Q: 3 clusters Score -2943400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2943396.250000 Penalty: 4979.506836
	Iteration 50Q: 3 clusters Score -2943396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2943396.250000 Penalty: 4979.506836
	Iteration 51F: 3 clusters Score -2943396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Entering Unmasked Estep 
Score: -1029997.000000 Penalty: 2242.924316
	Iteration 0F: 2 clusters Score -1029997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1023287.062500 Penalty: 4485.848633
	Iteration 0F: 3 clusters Score -1023287 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1025432.375000 Penalty: 4485.848633
	Iteration 1F: 3 clusters Score -1025432 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1026109.500000 Penalty: 4485.848633
	Iteration 2F: 3 clusters Score -1026110 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1026793.375000 Penalty: 4485.848633
	Iteration 3F: 3 clusters Score -1026793 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1027405.000000 Penalty: 4485.848633
	Iteration 4F: 3 clusters Score -1027405 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1027880.687500 Penalty: 4485.848633
	Iteration 5F: 3 clusters Score -1027881 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1028324.500000 Penalty: 4485.848633
	Iteration 6F: 3 clusters Score -1028324 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1028690.812500 Penalty: 4485.848633
	Iteration 7Q: 3 clusters Score -1028691 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1028977.125000 Penalty: 4485.848633
	Iteration 8Q: 3 clusters Score -1028977 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1029147.812500 Penalty: 4485.848633
	Iteration 9Q: 3 clusters Score -1029148 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1029246.187500 Penalty: 4485.848633
	Iteration 10Q: 3 clusters Score -1029246 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1029322.000000 Penalty: 4485.848633
	Iteration 11Q: 3 clusters Score -1029322 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1029369.562500 Penalty: 4485.848633
	Iteration 12Q: 3 clusters Score -1029370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1029389.062500 Penalty: 4485.848633
	Iteration 13Q: 3 clusters Score -1029389 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1029406.937500 Penalty: 4485.848633
	Iteration 14Q: 3 clusters Score -1029407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1029417.000000 Penalty: 4485.848633
	Iteration 15Q: 3 clusters Score -1029417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1029425.625000 Penalty: 4485.848633
	Iteration 16Q: 3 clusters Score -1029426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1029429.625000 Penalty: 4485.848633
	Iteration 17Q: 3 clusters Score -1029430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1029438.437500 Penalty: 4485.848633
	Iteration 18Q: 3 clusters Score -1029438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1029445.500000 Penalty: 4485.848633
	Iteration 19Q: 3 clusters Score -1029446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1029454.687500 Penalty: 4485.848633
	Iteration 20F: 3 clusters Score -1029455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1029456.875000 Penalty: 4485.848633
	Iteration 21Q: 3 clusters Score -1029457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1029459.687500 Penalty: 4485.848633
	Iteration 22Q: 3 clusters Score -1029460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1029460.937500 Penalty: 4485.848633
	Iteration 23Q: 3 clusters Score -1029461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1029463.750000 Penalty: 4485.848633
	Iteration 24Q: 3 clusters Score -1029464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1029465.500000 Penalty: 4485.848633
	Iteration 25Q: 3 clusters Score -1029466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1029468.312500 Penalty: 4485.848633
	Iteration 26Q: 3 clusters Score -1029468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1029471.687500 Penalty: 4485.848633
	Iteration 27Q: 3 clusters Score -1029472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1029476.500000 Penalty: 4485.848633
	Iteration 28Q: 3 clusters Score -1029476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1029479.250000 Penalty: 4485.848633
	Iteration 29Q: 3 clusters Score -1029479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1029482.312500 Penalty: 4485.848633
	Iteration 30Q: 3 clusters Score -1029482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1029487.500000 Penalty: 4485.848633
	Iteration 31Q: 3 clusters Score -1029488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1029487.875000 Penalty: 4485.848633
	Iteration 32Q: 3 clusters Score -1029488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1029491.250000 Penalty: 4485.848633
	Iteration 33Q: 3 clusters Score -1029491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1029493.875000 Penalty: 4485.848633
	Iteration 34Q: 3 clusters Score -1029494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1029493.812500 Penalty: 4485.848633
	Iteration 35Q: 3 clusters Score -1029494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1029493.250000 Penalty: 4485.848633
	Iteration 36Q: 3 clusters Score -1029493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1029492.062500 Penalty: 4485.848633
	Iteration 37Q: 3 clusters Score -1029492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1029494.750000 Penalty: 4485.848633
	Iteration 38Q: 3 clusters Score -1029495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1029495.375000 Penalty: 4485.848633
	Iteration 39Q: 3 clusters Score -1029495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1029495.750000 Penalty: 4485.848633
	Iteration 40F: 3 clusters Score -1029496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1029495.937500 Penalty: 4485.848633
	Iteration 41Q: 3 clusters Score -1029496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1029495.937500 Penalty: 4485.848633
	Iteration 42Q: 3 clusters Score -1029496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1029495.500000 Penalty: 4485.848633
	Iteration 43Q: 3 clusters Score -1029496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1029495.500000 Penalty: 4485.848633
	Iteration 44F: 3 clusters Score -1029496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Entering Unmasked Estep 
Score: -302178.062500 Penalty: 1924.066772
	Iteration 0F: 2 clusters Score -302178.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -299330.750000 Penalty: 3848.133545
	Iteration 0F: 3 clusters Score -299330.8 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -299876.468750 Penalty: 3848.133545
	Iteration 1F: 3 clusters Score -299876.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -300006.281250 Penalty: 3848.133545
	Iteration 2F: 3 clusters Score -300006.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -300082.187500 Penalty: 3848.133545
	Iteration 3Q: 3 clusters Score -300082.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -300125.031250 Penalty: 3848.133545
	Iteration 4Q: 3 clusters Score -300125 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -300148.281250 Penalty: 3848.133545
	Iteration 5Q: 3 clusters Score -300148.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -300162.375000 Penalty: 3848.133545
	Iteration 6Q: 3 clusters Score -300162.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -300173.875000 Penalty: 3848.133545
	Iteration 7Q: 3 clusters Score -300173.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -300185.781250 Penalty: 3848.133545
	Iteration 8Q: 3 clusters Score -300185.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -300195.718750 Penalty: 3848.133545
	Iteration 9Q: 3 clusters Score -300195.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -300205.687500 Penalty: 3848.133545
	Iteration 10Q: 3 clusters Score -300205.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -300213.531250 Penalty: 3848.133545
	Iteration 11Q: 3 clusters Score -300213.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -300221.656250 Penalty: 3848.133545
	Iteration 12Q: 3 clusters Score -300221.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -300226.812500 Penalty: 3848.133545
	Iteration 13Q: 3 clusters Score -300226.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -300230.156250 Penalty: 3848.133545
	Iteration 14Q: 3 clusters Score -300230.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -300234.656250 Penalty: 3848.133545
	Iteration 15Q: 3 clusters Score -300234.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -300236.250000 Penalty: 3848.133545
	Iteration 16Q: 3 clusters Score -300236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -300236.625000 Penalty: 3848.133545
	Iteration 17Q: 3 clusters Score -300236.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -300236.718750 Penalty: 3848.133545
	Iteration 18Q: 3 clusters Score -300236.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -300236.718750 Penalty: 3848.133545
	Iteration 19F: 3 clusters Score -300236.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Entering Unmasked Estep 
Score: -2605393.500000 Penalty: 2457.178223
	Iteration 0F: 2 clusters Score -2605394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2591354.750000 Penalty: 4914.356445
	Iteration 0F: 3 clusters Score -2591355 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2596121.750000 Penalty: 4914.356445
	Iteration 1F: 3 clusters Score -2596122 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2596534.250000 Penalty: 4914.356445
	Iteration 2F: 3 clusters Score -2596534 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2596875.000000 Penalty: 4914.356445
	Iteration 3Q: 3 clusters Score -2596875 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2597135.000000 Penalty: 4914.356445
	Iteration 4Q: 3 clusters Score -2597135 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2597375.750000 Penalty: 4914.356445
	Iteration 5Q: 3 clusters Score -2597376 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2597560.500000 Penalty: 4914.356445
	Iteration 6Q: 3 clusters Score -2597560 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2597738.250000 Penalty: 4914.356445
	Iteration 7Q: 3 clusters Score -2597738 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2597881.750000 Penalty: 4914.356445
	Iteration 8Q: 3 clusters Score -2597882 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2598018.500000 Penalty: 4914.356445
	Iteration 9Q: 3 clusters Score -2598018 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2598179.500000 Penalty: 4914.356445
	Iteration 10Q: 3 clusters Score -2598180 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2598334.750000 Penalty: 4914.356445
	Iteration 11Q: 3 clusters Score -2598335 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2598541.500000 Penalty: 4914.356445
	Iteration 12Q: 3 clusters Score -2598542 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2598774.250000 Penalty: 4914.356445
	Iteration 13Q: 3 clusters Score -2598774 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2599063.000000 Penalty: 4914.356445
	Iteration 14Q: 3 clusters Score -2599063 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2599384.000000 Penalty: 4914.356445
	Iteration 15Q: 3 clusters Score -2599384 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2599684.500000 Penalty: 4914.356445
	Iteration 16Q: 3 clusters Score -2599684 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2600011.500000 Penalty: 4914.356445
	Iteration 17Q: 3 clusters Score -2600012 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2600333.000000 Penalty: 4914.356445
	Iteration 18Q: 3 clusters Score -2600333 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2600699.750000 Penalty: 4914.356445
	Iteration 19Q: 3 clusters Score -2600700 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2601032.000000 Penalty: 4914.356445
	Iteration 20F: 3 clusters Score -2601032 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2601334.750000 Penalty: 4914.356445
	Iteration 21Q: 3 clusters Score -2601335 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2601618.500000 Penalty: 4914.356445
	Iteration 22Q: 3 clusters Score -2601618 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2601896.250000 Penalty: 4914.356445
	Iteration 23Q: 3 clusters Score -2601896 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2602122.250000 Penalty: 4914.356445
	Iteration 24Q: 3 clusters Score -2602122 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2602332.500000 Penalty: 4914.356445
	Iteration 25Q: 3 clusters Score -2602332 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2602547.250000 Penalty: 4914.356445
	Iteration 26Q: 3 clusters Score -2602547 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2602757.500000 Penalty: 4914.356445
	Iteration 27Q: 3 clusters Score -2602758 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2603038.500000 Penalty: 4914.356445
	Iteration 28Q: 3 clusters Score -2603038 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2603459.500000 Penalty: 4914.356445
	Iteration 29Q: 3 clusters Score -2603460 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2604105.500000 Penalty: 4914.356445
	Iteration 30Q: 3 clusters Score -2604106 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2604464.500000 Penalty: 4914.356445
	Iteration 31Q: 3 clusters Score -2604464 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2604552.750000 Penalty: 4914.356445
	Iteration 32Q: 3 clusters Score -2604553 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2604593.250000 Penalty: 4914.356445
	Iteration 33Q: 3 clusters Score -2604593 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2604606.250000 Penalty: 4914.356445
	Iteration 34Q: 3 clusters Score -2604606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2604625.250000 Penalty: 4914.356445
	Iteration 35Q: 3 clusters Score -2604625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2604618.250000 Penalty: 4914.356445
	Iteration 36Q: 3 clusters Score -2604618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2604625.750000 Penalty: 4914.356445
	Iteration 37Q: 3 clusters Score -2604626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2604623.750000 Penalty: 4914.356445
	Iteration 38Q: 3 clusters Score -2604624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2604629.250000 Penalty: 4914.356445
	Iteration 39Q: 3 clusters Score -2604629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2604626.750000 Penalty: 4914.356445
	Iteration 40F: 3 clusters Score -2604627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2604629.500000 Penalty: 4914.356445
	Iteration 41Q: 3 clusters Score -2604630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2604630.500000 Penalty: 4914.356445
	Iteration 42Q: 3 clusters Score -2604630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2604633.000000 Penalty: 4914.356445
	Iteration 43Q: 3 clusters Score -2604633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2604629.750000 Penalty: 4914.356445
	Iteration 44Q: 3 clusters Score -2604630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2604629.000000 Penalty: 4914.356445
	Iteration 45Q: 3 clusters Score -2604629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2604628.750000 Penalty: 4914.356445
	Iteration 46Q: 3 clusters Score -2604629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2604630.750000 Penalty: 4914.356445
	Iteration 47Q: 3 clusters Score -2604631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2604630.750000 Penalty: 4914.356445
	Iteration 48Q: 3 clusters Score -2604631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2604632.000000 Penalty: 4914.356445
	Iteration 49Q: 3 clusters Score -2604632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2604632.000000 Penalty: 4914.356445
	Iteration 50F: 3 clusters Score -2604632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -102801.734375 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -102801.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -100998.726562 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -100998.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101316.226562 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -101316.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -101490.312500 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -101490.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101756.789062 Penalty: 3362.841309
	Iteration 3F: 3 clusters Score -101756.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102209.070312 Penalty: 3362.841309
	Iteration 4F: 3 clusters Score -102209.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -102420.828125 Penalty: 3362.841309
	Iteration 5F: 3 clusters Score -102420.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -102512.765625 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -102512.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -102589.562500 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -102589.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -102643.945312 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -102643.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -102666.375000 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -102666.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -102675.226562 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -102675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -102676.398438 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -102676.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -102677.046875 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -102677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -102679.492188 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -102679.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -102679.492188 Penalty: 3362.841309
	Iteration 14F: 3 clusters Score -102679.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -50611.875000 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -50611.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49304.636719 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -49304.64 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49587.765625 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -49587.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49743.746094 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -49743.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -49809.445312 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -49809.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49843.109375 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -49843.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -49867.914062 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -49867.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -49878.535156 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -49878.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -49882.609375 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -49882.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -49884.175781 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -49884.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -49884.175781 Penalty: 3020.166260
	Iteration 9F: 3 clusters Score -49884.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Entering Unmasked Estep 
Score: -3490155.000000 Penalty: 2527.886963
	Iteration 0F: 2 clusters Score -3490155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3471712.000000 Penalty: 5055.773926
	Iteration 0F: 3 clusters Score -3471712 nChanged 12055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3478372.250000 Penalty: 5055.773926
	Iteration 1F: 3 clusters Score -3478372 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3479141.000000 Penalty: 5055.773926
	Iteration 2F: 3 clusters Score -3479141 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3480234.250000 Penalty: 5055.773926
	Iteration 3F: 3 clusters Score -3480234 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3481666.000000 Penalty: 5055.773926
	Iteration 4F: 3 clusters Score -3481666 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -3483287.250000 Penalty: 5055.773926
	Iteration 5F: 3 clusters Score -3483287 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -3484670.750000 Penalty: 5055.773926
	Iteration 6F: 3 clusters Score -3484671 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -3485665.500000 Penalty: 5055.773926
	Iteration 7F: 3 clusters Score -3485666 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -3486302.000000 Penalty: 5055.773926
	Iteration 8Q: 3 clusters Score -3486302 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -3486764.750000 Penalty: 5055.773926
	Iteration 9Q: 3 clusters Score -3486765 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -3487208.750000 Penalty: 5055.773926
	Iteration 10Q: 3 clusters Score -3487209 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -3487682.250000 Penalty: 5055.773926
	Iteration 11Q: 3 clusters Score -3487682 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3488296.500000 Penalty: 5055.773926
	Iteration 12Q: 3 clusters Score -3488296 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -3488969.750000 Penalty: 5055.773926
	Iteration 13Q: 3 clusters Score -3488970 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -3489310.500000 Penalty: 5055.773926
	Iteration 14Q: 3 clusters Score -3489310 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3489465.750000 Penalty: 5055.773926
	Iteration 15Q: 3 clusters Score -3489466 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -3489573.000000 Penalty: 5055.773926
	Iteration 16Q: 3 clusters Score -3489573 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3489607.500000 Penalty: 5055.773926
	Iteration 17Q: 3 clusters Score -3489608 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3489646.500000 Penalty: 5055.773926
	Iteration 18Q: 3 clusters Score -3489646 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -3489660.250000 Penalty: 5055.773926
	Iteration 19Q: 3 clusters Score -3489660 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -3489678.250000 Penalty: 5055.773926
	Iteration 20F: 3 clusters Score -3489678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -3489695.000000 Penalty: 5055.773926
	Iteration 21Q: 3 clusters Score -3489695 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -3489701.250000 Penalty: 5055.773926
	Iteration 22Q: 3 clusters Score -3489701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -3489707.250000 Penalty: 5055.773926
	Iteration 23Q: 3 clusters Score -3489707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -3489713.250000 Penalty: 5055.773926
	Iteration 24Q: 3 clusters Score -3489713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3489720.500000 Penalty: 5055.773926
	Iteration 25Q: 3 clusters Score -3489720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3489719.250000 Penalty: 5055.773926
	Iteration 26Q: 3 clusters Score -3489719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3489725.000000 Penalty: 5055.773926
	Iteration 27Q: 3 clusters Score -3489725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3489723.500000 Penalty: 5055.773926
	Iteration 28Q: 3 clusters Score -3489724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -3489718.250000 Penalty: 5055.773926
	Iteration 29Q: 3 clusters Score -3489718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3489719.500000 Penalty: 5055.773926
	Iteration 30Q: 3 clusters Score -3489720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -3489722.000000 Penalty: 5055.773926
	Iteration 31Q: 3 clusters Score -3489722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3489722.250000 Penalty: 5055.773926
	Iteration 32Q: 3 clusters Score -3489722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3489720.750000 Penalty: 5055.773926
	Iteration 33Q: 3 clusters Score -3489721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3489716.250000 Penalty: 5055.773926
	Iteration 34Q: 3 clusters Score -3489716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3489715.750000 Penalty: 5055.773926
	Iteration 35Q: 3 clusters Score -3489716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3489715.750000 Penalty: 5055.773926
	Iteration 36Q: 3 clusters Score -3489716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -3489718.000000 Penalty: 5055.773926
	Iteration 37Q: 3 clusters Score -3489718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -3489716.250000 Penalty: 5055.773926
	Iteration 38Q: 3 clusters Score -3489716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3489716.500000 Penalty: 5055.773926
	Iteration 39Q: 3 clusters Score -3489716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3489717.500000 Penalty: 5055.773926
	Iteration 40F: 3 clusters Score -3489718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Entering Unmasked Estep 
Score: -613286.000000 Penalty: 2098.181885
	Iteration 0F: 2 clusters Score -613286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -608985.500000 Penalty: 4196.363770
	Iteration 0F: 3 clusters Score -608985.5 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -609984.437500 Penalty: 4196.363770
	Iteration 1F: 3 clusters Score -609984.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -610184.687500 Penalty: 4196.363770
	Iteration 2F: 3 clusters Score -610184.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -610290.375000 Penalty: 4196.363770
	Iteration 3Q: 3 clusters Score -610290.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -610369.000000 Penalty: 4196.363770
	Iteration 4Q: 3 clusters Score -610369 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -610427.125000 Penalty: 4196.363770
	Iteration 5Q: 3 clusters Score -610427.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -610463.937500 Penalty: 4196.363770
	Iteration 6Q: 3 clusters Score -610463.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -610486.937500 Penalty: 4196.363770
	Iteration 7Q: 3 clusters Score -610486.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -610511.000000 Penalty: 4196.363770
	Iteration 8Q: 3 clusters Score -610511 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -610534.312500 Penalty: 4196.363770
	Iteration 9Q: 3 clusters Score -610534.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -610549.812500 Penalty: 4196.363770
	Iteration 10Q: 3 clusters Score -610549.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -610562.875000 Penalty: 4196.363770
	Iteration 11Q: 3 clusters Score -610562.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -610569.937500 Penalty: 4196.363770
	Iteration 12Q: 3 clusters Score -610569.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -610577.812500 Penalty: 4196.363770
	Iteration 13Q: 3 clusters Score -610577.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -610583.187500 Penalty: 4196.363770
	Iteration 14Q: 3 clusters Score -610583.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -610587.125000 Penalty: 4196.363770
	Iteration 15Q: 3 clusters Score -610587.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -610591.000000 Penalty: 4196.363770
	Iteration 16Q: 3 clusters Score -610591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -610595.875000 Penalty: 4196.363770
	Iteration 17Q: 3 clusters Score -610595.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -610602.250000 Penalty: 4196.363770
	Iteration 18Q: 3 clusters Score -610602.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -610607.250000 Penalty: 4196.363770
	Iteration 19Q: 3 clusters Score -610607.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -610614.250000 Penalty: 4196.363770
	Iteration 20F: 3 clusters Score -610614.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -610618.437500 Penalty: 4196.363770
	Iteration 21Q: 3 clusters Score -610618.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -610625.000000 Penalty: 4196.363770
	Iteration 22Q: 3 clusters Score -610625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -610629.875000 Penalty: 4196.363770
	Iteration 23Q: 3 clusters Score -610629.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -610636.187500 Penalty: 4196.363770
	Iteration 24Q: 3 clusters Score -610636.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -610639.125000 Penalty: 4196.363770
	Iteration 25Q: 3 clusters Score -610639.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -610641.875000 Penalty: 4196.363770
	Iteration 26Q: 3 clusters Score -610641.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -610646.312500 Penalty: 4196.363770
	Iteration 27Q: 3 clusters Score -610646.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -610646.937500 Penalty: 4196.363770
	Iteration 28Q: 3 clusters Score -610646.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -610647.250000 Penalty: 4196.363770
	Iteration 29Q: 3 clusters Score -610647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -610648.250000 Penalty: 4196.363770
	Iteration 30Q: 3 clusters Score -610648.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -610649.687500 Penalty: 4196.363770
	Iteration 31Q: 3 clusters Score -610649.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -610650.312500 Penalty: 4196.363770
	Iteration 32Q: 3 clusters Score -610650.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -610650.687500 Penalty: 4196.363770
	Iteration 33Q: 3 clusters Score -610650.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -610651.187500 Penalty: 4196.363770
	Iteration 34Q: 3 clusters Score -610651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -610652.687500 Penalty: 4196.363770
	Iteration 35Q: 3 clusters Score -610652.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -610654.125000 Penalty: 4196.363770
	Iteration 36Q: 3 clusters Score -610654.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -610654.125000 Penalty: 4196.363770
	Iteration 37F: 3 clusters Score -610654.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (125973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125973 members 
Entering Unmasked Estep 
Score: -16594401.000000 Penalty: 2912.468018
	Iteration 0F: 2 clusters Score -1.65944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Mstep: Class 2 contains 62749 members 
Entering Unmasked Estep 
Score: -16510486.000000 Penalty: 5824.936035
	Iteration 0F: 3 clusters Score -1.651049e+07 nChanged 59834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66110 members 
Mstep: Class 2 contains 59863 members 
Entering Unmasked Estep 
Score: -16544739.000000 Penalty: 5824.936035
	Iteration 1F: 3 clusters Score -1.654474e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -16545623.000000 Penalty: 5824.936035
	Iteration 2Q: 3 clusters Score -1.654562e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71094 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -16546895.000000 Penalty: 5824.936035
	Iteration 3Q: 3 clusters Score -1.65469e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75691 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -16549057.000000 Penalty: 5824.936035
	Iteration 4Q: 3 clusters Score -1.654906e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -16552854.000000 Penalty: 5824.936035
	Iteration 5F: 3 clusters Score -1.655285e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -16559239.000000 Penalty: 5824.936035
	Iteration 6F: 3 clusters Score -1.655924e+07 nChanged 11055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102449 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -16568818.000000 Penalty: 5824.936035
	Iteration 7F: 3 clusters Score -1.656882e+07 nChanged 10706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113143 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -16579176.000000 Penalty: 5824.936035
	Iteration 8F: 3 clusters Score -1.657918e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120620 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -16586663.000000 Penalty: 5824.936035
	Iteration 9F: 3 clusters Score -1.658666e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124108 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -16590026.000000 Penalty: 5824.936035
	Iteration 10Q: 3 clusters Score -1.659003e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125285 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -16591263.000000 Penalty: 5824.936035
	Iteration 11Q: 3 clusters Score -1.659126e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125592 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -16591593.000000 Penalty: 5824.936035
	Iteration 12Q: 3 clusters Score -1.659159e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125674 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -16591716.000000 Penalty: 5824.936035
	Iteration 13Q: 3 clusters Score -1.659172e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125703 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -16591774.000000 Penalty: 5824.936035
	Iteration 14Q: 3 clusters Score -1.659177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125712 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16591787.000000 Penalty: 5824.936035
	Iteration 15Q: 3 clusters Score -1.659179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125723 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -16591814.000000 Penalty: 5824.936035
	Iteration 16Q: 3 clusters Score -1.659181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125733 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16591833.000000 Penalty: 5824.936035
	Iteration 17Q: 3 clusters Score -1.659183e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125740 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16591859.000000 Penalty: 5824.936035
	Iteration 18Q: 3 clusters Score -1.659186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125741 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16591869.000000 Penalty: 5824.936035
	Iteration 19Q: 3 clusters Score -1.659187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125746 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -16591876.000000 Penalty: 5824.936035
	Iteration 20F: 3 clusters Score -1.659188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125748 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16591879.000000 Penalty: 5824.936035
	Iteration 21Q: 3 clusters Score -1.659188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125749 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16591889.000000 Penalty: 5824.936035
	Iteration 22Q: 3 clusters Score -1.659189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125748 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16591890.000000 Penalty: 5824.936035
	Iteration 23Q: 3 clusters Score -1.659189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125748 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16591890.000000 Penalty: 5824.936035
	Iteration 24F: 3 clusters Score -1.659189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Entering Unmasked Estep 
Score: -730297.187500 Penalty: 2139.437744
	Iteration 0F: 2 clusters Score -730297.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -725413.187500 Penalty: 4278.875488
	Iteration 0F: 3 clusters Score -725413.2 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -726654.375000 Penalty: 4278.875488
	Iteration 1F: 3 clusters Score -726654.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -726926.937500 Penalty: 4278.875488
	Iteration 2F: 3 clusters Score -726926.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -727153.812500 Penalty: 4278.875488
	Iteration 3F: 3 clusters Score -727153.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -727440.187500 Penalty: 4278.875488
	Iteration 4F: 3 clusters Score -727440.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -727786.000000 Penalty: 4278.875488
	Iteration 5F: 3 clusters Score -727786 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -728168.750000 Penalty: 4278.875488
	Iteration 6F: 3 clusters Score -728168.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -728528.187500 Penalty: 4278.875488
	Iteration 7F: 3 clusters Score -728528.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -728822.937500 Penalty: 4278.875488
	Iteration 8F: 3 clusters Score -728822.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -729058.062500 Penalty: 4278.875488
	Iteration 9Q: 3 clusters Score -729058.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -729208.562500 Penalty: 4278.875488
	Iteration 10Q: 3 clusters Score -729208.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -729291.125000 Penalty: 4278.875488
	Iteration 11Q: 3 clusters Score -729291.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -729332.437500 Penalty: 4278.875488
	Iteration 12Q: 3 clusters Score -729332.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -729358.625000 Penalty: 4278.875488
	Iteration 13Q: 3 clusters Score -729358.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -729377.937500 Penalty: 4278.875488
	Iteration 14Q: 3 clusters Score -729377.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -729395.500000 Penalty: 4278.875488
	Iteration 15Q: 3 clusters Score -729395.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -729410.062500 Penalty: 4278.875488
	Iteration 16Q: 3 clusters Score -729410.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -729421.687500 Penalty: 4278.875488
	Iteration 17Q: 3 clusters Score -729421.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -729429.625000 Penalty: 4278.875488
	Iteration 18Q: 3 clusters Score -729429.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -729435.625000 Penalty: 4278.875488
	Iteration 19Q: 3 clusters Score -729435.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -729437.750000 Penalty: 4278.875488
	Iteration 20F: 3 clusters Score -729437.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -729439.687500 Penalty: 4278.875488
	Iteration 21Q: 3 clusters Score -729439.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -729441.750000 Penalty: 4278.875488
	Iteration 22Q: 3 clusters Score -729441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -729440.875000 Penalty: 4278.875488
	Iteration 23Q: 3 clusters Score -729440.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -729440.875000 Penalty: 4278.875488
	Iteration 24F: 3 clusters Score -729440.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -63338.250000 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -63338.25 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 286 members 
Entering Unmasked Estep 
Score: -61773.503906 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -61773.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62024.960938 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -62024.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62145.265625 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -62145.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62213.781250 Penalty: 3127.912598
	Iteration 3Q: 3 clusters Score -62213.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62267.265625 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -62267.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62283.109375 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -62283.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62296.417969 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -62296.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -62301.125000 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -62301.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62310.406250 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -62310.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62317.812500 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -62317.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62332.566406 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -62332.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62361.320312 Penalty: 3127.912598
	Iteration 11Q: 3 clusters Score -62361.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62379.691406 Penalty: 3127.912598
	Iteration 12Q: 3 clusters Score -62379.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62390.593750 Penalty: 3127.912598
	Iteration 13Q: 3 clusters Score -62390.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62399.332031 Penalty: 3127.912598
	Iteration 14Q: 3 clusters Score -62399.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62402.628906 Penalty: 3127.912598
	Iteration 15Q: 3 clusters Score -62402.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62402.628906 Penalty: 3127.912598
	Iteration 16F: 3 clusters Score -62402.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -82625.773438 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -82625.77 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: -80927.085938 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -80927.09 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -81280.921875 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -81280.92 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -81421.281250 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -81421.28 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -81492.187500 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -81492.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -81535.757812 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -81535.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -81562.796875 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -81562.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -81578.617188 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -81578.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -81590.632812 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -81590.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -81600.250000 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -81600.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -81607.804688 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -81607.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -81614.187500 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -81614.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -81622.210938 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -81622.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -81624.421875 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -81624.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -81631.273438 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -81631.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -81638.515625 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -81638.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -81641.859375 Penalty: 3263.308594
	Iteration 15Q: 3 clusters Score -81641.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -81641.859375 Penalty: 3263.308594
	Iteration 16F: 3 clusters Score -81641.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -31740.554688 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -31740.55 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 153 members 
Entering Unmasked Estep 
Score: -30609.841797 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -30609.84 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30989.884766 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -30989.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -31189.289062 Penalty: 2861.087158
	Iteration 2F: 3 clusters Score -31189.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -31283.841797 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -31283.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -31363.902344 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -31363.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -31378.763672 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -31378.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -31415.917969 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -31415.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -31479.742188 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -31479.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -31504.042969 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -31504.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -31512.945312 Penalty: 2861.087158
	Iteration 9Q: 3 clusters Score -31512.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -31521.912109 Penalty: 2861.087158
	Iteration 10Q: 3 clusters Score -31521.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -31521.912109 Penalty: 2861.087158
	Iteration 11F: 3 clusters Score -31521.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -52075.281250 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -52075.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50649.996094 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -50650 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50814.109375 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -50814.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -50884.605469 Penalty: 2999.496582
	Iteration 2F: 3 clusters Score -50884.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50915.996094 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -50916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50931.429688 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -50931.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50940.152344 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -50940.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50947.582031 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -50947.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50970.222656 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -50970.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50976.320312 Penalty: 2999.496582
	Iteration 8Q: 3 clusters Score -50976.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50980.640625 Penalty: 2999.496582
	Iteration 9Q: 3 clusters Score -50980.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50982.132812 Penalty: 2999.496582
	Iteration 10Q: 3 clusters Score -50982.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50982.132812 Penalty: 2999.496582
	Iteration 11F: 3 clusters Score -50982.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -73642.117188 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -73642.12 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 296 members 
Entering Unmasked Estep 
Score: -71988.445312 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -71988.45 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -72266.906250 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -72266.91 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72579.343750 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -72579.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -72923.742188 Penalty: 3183.509033
	Iteration 3F: 3 clusters Score -72923.74 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -73244.804688 Penalty: 3183.509033
	Iteration 4F: 3 clusters Score -73244.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -73559.445312 Penalty: 3183.509033
	Iteration 5F: 3 clusters Score -73559.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -73841.296875 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -73841.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -73885.804688 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -73885.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -73903.218750 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -73903.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -73907.601562 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -73907.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -73909.679688 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -73909.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -73912.921875 Penalty: 3183.509033
	Iteration 11Q: 3 clusters Score -73912.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -73912.921875 Penalty: 3183.509033
	Iteration 12F: 3 clusters Score -73912.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108324 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 44304 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30848 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 447 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 166 members 
Entering Unmasked Estep 
Score: -73855488.000000 Penalty: 118472.648438
Splitting cluster 34 changes total score from -73856768.000000 to -73855488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -98631.031250 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -98631.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -96806.898438 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -96806.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -97127.125000 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -97127.12 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -97265.015625 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -97265.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97340.718750 Penalty: 3330.228516
	Iteration 3Q: 3 clusters Score -97340.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -97386.609375 Penalty: 3330.228516
	Iteration 4Q: 3 clusters Score -97386.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97428.390625 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -97428.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -97475.703125 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -97475.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -97520.492188 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -97520.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -97551.984375 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -97551.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -97578.062500 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -97578.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -97610.765625 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -97610.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -97632.414062 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -97632.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -97651.468750 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -97651.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -97661.218750 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -97661.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -97672.718750 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -97672.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -97687.273438 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -97687.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97707.101562 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -97707.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -97760.156250 Penalty: 3330.228516
	Iteration 17Q: 3 clusters Score -97760.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97798.273438 Penalty: 3330.228516
	Iteration 18Q: 3 clusters Score -97798.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -97811.281250 Penalty: 3330.228516
	Iteration 19Q: 3 clusters Score -97811.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97820.835938 Penalty: 3330.228516
	Iteration 20F: 3 clusters Score -97820.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97825.218750 Penalty: 3330.228516
	Iteration 21Q: 3 clusters Score -97825.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97828.234375 Penalty: 3330.228516
	Iteration 22Q: 3 clusters Score -97828.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -97831.531250 Penalty: 3330.228516
	Iteration 23Q: 3 clusters Score -97831.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -97838.179688 Penalty: 3330.228516
	Iteration 24Q: 3 clusters Score -97838.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -97849.171875 Penalty: 3330.228516
	Iteration 25Q: 3 clusters Score -97849.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -97883.242188 Penalty: 3330.228516
	Iteration 26Q: 3 clusters Score -97883.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -97937.500000 Penalty: 3330.228516
	Iteration 27Q: 3 clusters Score -97937.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -98033.593750 Penalty: 3330.228516
	Iteration 28Q: 3 clusters Score -98033.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -98159.992188 Penalty: 3330.228516
	Iteration 29Q: 3 clusters Score -98159.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -98235.125000 Penalty: 3330.228516
	Iteration 30Q: 3 clusters Score -98235.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -98335.203125 Penalty: 3330.228516
	Iteration 31Q: 3 clusters Score -98335.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -98545.648438 Penalty: 3330.228516
	Iteration 32Q: 3 clusters Score -98545.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -98869.601562 Penalty: 3330.228516
	Iteration 33Q: 3 clusters Score -98869.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -98875.210938 Penalty: 3330.228516
	Iteration 34Q: 3 clusters Score -98875.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -98880.859375 Penalty: 3330.228516
	Iteration 35F: 3 clusters Score -98880.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -98894.109375 Penalty: 3330.228516
	Iteration 36Q: 3 clusters Score -98894.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -98898.015625 Penalty: 3330.228516
	Iteration 37Q: 3 clusters Score -98898.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -98902.781250 Penalty: 3330.228516
	Iteration 38Q: 3 clusters Score -98902.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -98912.187500 Penalty: 3330.228516
	Iteration 39Q: 3 clusters Score -98912.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -98936.921875 Penalty: 3330.228516
	Iteration 40F: 3 clusters Score -98936.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -98967.078125 Penalty: 3330.228516
	Iteration 41Q: 3 clusters Score -98967.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -98982.273438 Penalty: 3330.228516
	Iteration 42Q: 3 clusters Score -98982.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -98993.304688 Penalty: 3330.228516
	Iteration 43Q: 3 clusters Score -98993.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -98997.148438 Penalty: 3330.228516
	Iteration 44Q: 3 clusters Score -98997.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -98999.679688 Penalty: 3330.228516
	Iteration 45Q: 3 clusters Score -98999.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -98999.679688 Penalty: 3330.228516
	Iteration 46F: 3 clusters Score -98999.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108324 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 44304 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30848 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 458 members 
Mstep: Class 36 contains 366 members 
Entering Unmasked Estep 
Score: -73855584.000000 Penalty: 118472.648438
Splitting cluster 35 changes total score from -73856768.000000 to -73855584.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108324 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 44304 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30848 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856768.000000 Penalty: 115181.742188
Iteration 199Q: 36 clusters Score -7.385677e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108320 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 44313 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30848 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856784.000000 Penalty: 115181.742188
Iteration 200F: 36 clusters Score -7.385678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108317 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2309 members 
Mstep: Class 7 contains 44317 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30848 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856800.000000 Penalty: 115181.742188
Iteration 201Q: 36 clusters Score -7.38568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 108313 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 44320 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30848 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856800.000000 Penalty: 115181.742188
Iteration 202Q: 36 clusters Score -7.38568e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 108306 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 7 contains 44329 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30848 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8467 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856880.000000 Penalty: 115181.742188
Iteration 203Q: 36 clusters Score -7.385688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 108299 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 7 contains 44337 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30848 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8469 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856832.000000 Penalty: 115181.742188
Iteration 204Q: 36 clusters Score -7.385683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 108297 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 44337 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14282 members 
Mstep: Class 16 contains 30846 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11192 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8469 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856832.000000 Penalty: 115181.742188
Iteration 205Q: 36 clusters Score -7.385683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 108297 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2309 members 
Mstep: Class 7 contains 44337 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14283 members 
Mstep: Class 16 contains 30845 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8469 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856832.000000 Penalty: 115181.742188
Iteration 206Q: 36 clusters Score -7.385683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 108299 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 7 contains 44339 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14284 members 
Mstep: Class 16 contains 30843 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8469 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856848.000000 Penalty: 115181.742188
Iteration 207Q: 36 clusters Score -7.385685e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 108299 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 44341 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14285 members 
Mstep: Class 16 contains 30841 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8469 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856848.000000 Penalty: 115181.742188
Iteration 208Q: 36 clusters Score -7.385685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 108298 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 44346 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30840 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8469 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856832.000000 Penalty: 115181.742188
Iteration 209Q: 36 clusters Score -7.385683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 108298 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2298 members 
Mstep: Class 7 contains 44348 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 30840 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8469 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856784.000000 Penalty: 115181.742188
Iteration 210Q: 36 clusters Score -7.385678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 108296 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 44345 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 30840 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8470 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856784.000000 Penalty: 115181.742188
Iteration 211Q: 36 clusters Score -7.385678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 108294 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 44345 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 30840 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8471 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856752.000000 Penalty: 115181.742188
Iteration 212Q: 36 clusters Score -7.385675e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 108290 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 44344 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 30840 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8474 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856752.000000 Penalty: 115181.742188
Iteration 213Q: 36 clusters Score -7.385675e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 108285 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 44352 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 30840 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8476 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856736.000000 Penalty: 115181.742188
Iteration 214Q: 36 clusters Score -7.385674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 108283 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 44358 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 30839 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8478 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856816.000000 Penalty: 115181.742188
Iteration 215Q: 36 clusters Score -7.385682e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 108280 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2291 members 
Mstep: Class 7 contains 44363 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 30839 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11192 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8480 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856848.000000 Penalty: 115181.742188
Iteration 216Q: 36 clusters Score -7.385685e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 108272 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2288 members 
Mstep: Class 7 contains 44373 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 30839 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11191 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8482 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856752.000000 Penalty: 115181.742188
Iteration 217Q: 36 clusters Score -7.385675e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 108264 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 44383 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 30839 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11189 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8484 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856768.000000 Penalty: 115181.742188
Iteration 218Q: 36 clusters Score -7.385677e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 108256 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 44386 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 30839 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11187 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8488 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856784.000000 Penalty: 115181.742188
Iteration 219Q: 36 clusters Score -7.385678e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 108239 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 44384 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 30839 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11186 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8496 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856800.000000 Penalty: 115181.742188
Iteration 220F: 36 clusters Score -7.38568e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 108219 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2314 members 
Mstep: Class 7 contains 44381 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 30839 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11184 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8508 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856832.000000 Penalty: 115181.742188
Iteration 221Q: 36 clusters Score -7.385683e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 108200 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 44385 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 30839 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11183 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8517 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856864.000000 Penalty: 115181.742188
Iteration 222Q: 36 clusters Score -7.385686e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 108192 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2318 members 
Mstep: Class 7 contains 44393 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30838 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11179 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8525 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856912.000000 Penalty: 115181.742188
Iteration 223Q: 36 clusters Score -7.385691e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 108184 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2324 members 
Mstep: Class 7 contains 44391 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21392 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30837 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11176 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8534 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856864.000000 Penalty: 115181.742188
Iteration 224Q: 36 clusters Score -7.385686e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 108169 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2336 members 
Mstep: Class 7 contains 44395 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21391 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30836 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11169 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8542 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856824.000000 Penalty: 115181.742188
Iteration 225Q: 36 clusters Score -7.385682e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 108165 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2336 members 
Mstep: Class 7 contains 44403 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21391 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30837 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11161 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8545 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856928.000000 Penalty: 115181.742188
Iteration 226Q: 36 clusters Score -7.385693e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 108156 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2337 members 
Mstep: Class 7 contains 44414 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21391 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30837 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11154 members 
Mstep: Class 19 contains 10014 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8549 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856952.000000 Penalty: 115181.742188
Iteration 227Q: 36 clusters Score -7.385695e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 108159 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2335 members 
Mstep: Class 7 contains 44418 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21391 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30835 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11149 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8552 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125973 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856952.000000 Penalty: 115181.742188
Iteration 228Q: 36 clusters Score -7.385695e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 108149 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2332 members 
Mstep: Class 7 contains 44429 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21391 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30835 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11145 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8559 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856984.000000 Penalty: 115181.742188
Iteration 229Q: 36 clusters Score -7.385698e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 108143 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 44425 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21391 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30835 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11143 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8565 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856968.000000 Penalty: 115181.742188
Iteration 230Q: 36 clusters Score -7.385697e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 108135 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 44421 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21391 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30835 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11141 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8570 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856920.000000 Penalty: 115181.742188
Iteration 231Q: 36 clusters Score -7.385692e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108121 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 44424 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21391 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30835 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11139 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8573 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856952.000000 Penalty: 115181.742188
Iteration 232Q: 36 clusters Score -7.385695e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108108 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 44426 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21391 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30835 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11138 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8574 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856936.000000 Penalty: 115181.742188
Iteration 233Q: 36 clusters Score -7.385694e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108098 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2371 members 
Mstep: Class 7 contains 44430 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30835 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11135 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8576 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26718 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856920.000000 Penalty: 115181.742188
Iteration 234Q: 36 clusters Score -7.385692e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108084 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 44437 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30835 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11133 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856936.000000 Penalty: 115181.742188
Iteration 235Q: 36 clusters Score -7.385694e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108075 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2386 members 
Mstep: Class 7 contains 44440 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30835 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856968.000000 Penalty: 115181.742188
Iteration 236Q: 36 clusters Score -7.385697e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108068 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 44440 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4724 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856984.000000 Penalty: 115181.742188
Iteration 237Q: 36 clusters Score -7.385698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108062 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2393 members 
Mstep: Class 7 contains 44446 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4725 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857000.000000 Penalty: 115181.742188
Iteration 238Q: 36 clusters Score -7.3857e+07 nChanged 18
Entering ConstructFrom: 
Score: -73857000.000000 Penalty: 115181.742188
Entering ConstructFrom: 
Trying to split cluster 1 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -296179.156250 Penalty: 1921.725098
	Iteration 0F: 2 clusters Score -296179.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -293300.312500 Penalty: 3843.450195
	Iteration 0F: 3 clusters Score -293300.3 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -293841.718750 Penalty: 3843.450195
	Iteration 1F: 3 clusters Score -293841.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -294011.656250 Penalty: 3843.450195
	Iteration 2F: 3 clusters Score -294011.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -294115.406250 Penalty: 3843.450195
	Iteration 3Q: 3 clusters Score -294115.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -294203.812500 Penalty: 3843.450195
	Iteration 4Q: 3 clusters Score -294203.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -294255.062500 Penalty: 3843.450195
	Iteration 5Q: 3 clusters Score -294255.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -294309.750000 Penalty: 3843.450195
	Iteration 6Q: 3 clusters Score -294309.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -294362.875000 Penalty: 3843.450195
	Iteration 7Q: 3 clusters Score -294362.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -294402.375000 Penalty: 3843.450195
	Iteration 8Q: 3 clusters Score -294402.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -294425.875000 Penalty: 3843.450195
	Iteration 9Q: 3 clusters Score -294425.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -294440.906250 Penalty: 3843.450195
	Iteration 10Q: 3 clusters Score -294440.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -294451.125000 Penalty: 3843.450195
	Iteration 11Q: 3 clusters Score -294451.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -294457.406250 Penalty: 3843.450195
	Iteration 12Q: 3 clusters Score -294457.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -294461.468750 Penalty: 3843.450195
	Iteration 13Q: 3 clusters Score -294461.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -294469.937500 Penalty: 3843.450195
	Iteration 14Q: 3 clusters Score -294469.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -294488.468750 Penalty: 3843.450195
	Iteration 15Q: 3 clusters Score -294488.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -294524.281250 Penalty: 3843.450195
	Iteration 16Q: 3 clusters Score -294524.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -294549.375000 Penalty: 3843.450195
	Iteration 17Q: 3 clusters Score -294549.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -294558.531250 Penalty: 3843.450195
	Iteration 18Q: 3 clusters Score -294558.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -294569.937500 Penalty: 3843.450195
	Iteration 19Q: 3 clusters Score -294569.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -294580.000000 Penalty: 3843.450195
	Iteration 20F: 3 clusters Score -294580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -294589.250000 Penalty: 3843.450195
	Iteration 21Q: 3 clusters Score -294589.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -294597.656250 Penalty: 3843.450195
	Iteration 22Q: 3 clusters Score -294597.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -294604.187500 Penalty: 3843.450195
	Iteration 23Q: 3 clusters Score -294604.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -294610.312500 Penalty: 3843.450195
	Iteration 24Q: 3 clusters Score -294610.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -294617.281250 Penalty: 3843.450195
	Iteration 25Q: 3 clusters Score -294617.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -294619.875000 Penalty: 3843.450195
	Iteration 26Q: 3 clusters Score -294619.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -294622.468750 Penalty: 3843.450195
	Iteration 27Q: 3 clusters Score -294622.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -294623.875000 Penalty: 3843.450195
	Iteration 28Q: 3 clusters Score -294623.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -294627.968750 Penalty: 3843.450195
	Iteration 29Q: 3 clusters Score -294628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -294632.500000 Penalty: 3843.450195
	Iteration 30Q: 3 clusters Score -294632.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -294638.531250 Penalty: 3843.450195
	Iteration 31Q: 3 clusters Score -294638.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -294646.937500 Penalty: 3843.450195
	Iteration 32Q: 3 clusters Score -294646.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -294652.531250 Penalty: 3843.450195
	Iteration 33Q: 3 clusters Score -294652.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -294656.625000 Penalty: 3843.450195
	Iteration 34Q: 3 clusters Score -294656.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -294662.718750 Penalty: 3843.450195
	Iteration 35Q: 3 clusters Score -294662.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -294667.718750 Penalty: 3843.450195
	Iteration 36Q: 3 clusters Score -294667.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -294674.312500 Penalty: 3843.450195
	Iteration 37Q: 3 clusters Score -294674.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -294680.468750 Penalty: 3843.450195
	Iteration 38Q: 3 clusters Score -294680.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -294681.468750 Penalty: 3843.450195
	Iteration 39Q: 3 clusters Score -294681.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -294681.968750 Penalty: 3843.450195
	Iteration 40F: 3 clusters Score -294682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -294681.812500 Penalty: 3843.450195
	Iteration 41Q: 3 clusters Score -294681.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -294684.000000 Penalty: 3843.450195
	Iteration 42Q: 3 clusters Score -294684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -294684.875000 Penalty: 3843.450195
	Iteration 43Q: 3 clusters Score -294684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -294685.468750 Penalty: 3843.450195
	Iteration 44Q: 3 clusters Score -294685.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -294689.812500 Penalty: 3843.450195
	Iteration 45Q: 3 clusters Score -294689.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -294695.812500 Penalty: 3843.450195
	Iteration 46Q: 3 clusters Score -294695.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -294701.687500 Penalty: 3843.450195
	Iteration 47Q: 3 clusters Score -294701.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -294708.031250 Penalty: 3843.450195
	Iteration 48Q: 3 clusters Score -294708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -294715.781250 Penalty: 3843.450195
	Iteration 49Q: 3 clusters Score -294715.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -294721.125000 Penalty: 3843.450195
	Iteration 50Q: 3 clusters Score -294721.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -294729.093750 Penalty: 3843.450195
	Iteration 51Q: 3 clusters Score -294729.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -294737.156250 Penalty: 3843.450195
	Iteration 52Q: 3 clusters Score -294737.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -294746.250000 Penalty: 3843.450195
	Iteration 53Q: 3 clusters Score -294746.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -294754.562500 Penalty: 3843.450195
	Iteration 54Q: 3 clusters Score -294754.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -294763.625000 Penalty: 3843.450195
	Iteration 55Q: 3 clusters Score -294763.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -294767.906250 Penalty: 3843.450195
	Iteration 56Q: 3 clusters Score -294767.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -294772.562500 Penalty: 3843.450195
	Iteration 57Q: 3 clusters Score -294772.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -294777.281250 Penalty: 3843.450195
	Iteration 58Q: 3 clusters Score -294777.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -294782.000000 Penalty: 3843.450195
	Iteration 59Q: 3 clusters Score -294782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -294785.312500 Penalty: 3843.450195
	Iteration 60F: 3 clusters Score -294785.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -294788.062500 Penalty: 3843.450195
	Iteration 61Q: 3 clusters Score -294788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -294790.312500 Penalty: 3843.450195
	Iteration 62Q: 3 clusters Score -294790.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -294792.093750 Penalty: 3843.450195
	Iteration 63Q: 3 clusters Score -294792.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -294793.031250 Penalty: 3843.450195
	Iteration 64Q: 3 clusters Score -294793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -294795.343750 Penalty: 3843.450195
	Iteration 65Q: 3 clusters Score -294795.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -294795.468750 Penalty: 3843.450195
	Iteration 66Q: 3 clusters Score -294795.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -294796.406250 Penalty: 3843.450195
	Iteration 67Q: 3 clusters Score -294796.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -294797.718750 Penalty: 3843.450195
	Iteration 68Q: 3 clusters Score -294797.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -294798.437500 Penalty: 3843.450195
	Iteration 69Q: 3 clusters Score -294798.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -294798.468750 Penalty: 3843.450195
	Iteration 70Q: 3 clusters Score -294798.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -294798.562500 Penalty: 3843.450195
	Iteration 71Q: 3 clusters Score -294798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -294799.437500 Penalty: 3843.450195
	Iteration 72Q: 3 clusters Score -294799.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -294799.687500 Penalty: 3843.450195
	Iteration 73Q: 3 clusters Score -294799.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -294799.687500 Penalty: 3843.450195
	Iteration 74F: 3 clusters Score -294799.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Entering Unmasked Estep 
Score: -1706438.625000 Penalty: 2369.269043
	Iteration 0F: 2 clusters Score -1706439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1696187.375000 Penalty: 4738.538086
	Iteration 0F: 3 clusters Score -1696187 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1699647.875000 Penalty: 4738.538086
	Iteration 1F: 3 clusters Score -1699648 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1700279.875000 Penalty: 4738.538086
	Iteration 2F: 3 clusters Score -1700280 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1700909.375000 Penalty: 4738.538086
	Iteration 3F: 3 clusters Score -1700909 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1701570.750000 Penalty: 4738.538086
	Iteration 4F: 3 clusters Score -1701571 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1702190.125000 Penalty: 4738.538086
	Iteration 5F: 3 clusters Score -1702190 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1702703.000000 Penalty: 4738.538086
	Iteration 6F: 3 clusters Score -1702703 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1703101.375000 Penalty: 4738.538086
	Iteration 7Q: 3 clusters Score -1703101 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1703382.000000 Penalty: 4738.538086
	Iteration 8Q: 3 clusters Score -1703382 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1703632.000000 Penalty: 4738.538086
	Iteration 9Q: 3 clusters Score -1703632 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1703864.750000 Penalty: 4738.538086
	Iteration 10Q: 3 clusters Score -1703865 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1704069.375000 Penalty: 4738.538086
	Iteration 11Q: 3 clusters Score -1704069 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1704234.125000 Penalty: 4738.538086
	Iteration 12Q: 3 clusters Score -1704234 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1704386.375000 Penalty: 4738.538086
	Iteration 13Q: 3 clusters Score -1704386 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1704507.125000 Penalty: 4738.538086
	Iteration 14Q: 3 clusters Score -1704507 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1704591.250000 Penalty: 4738.538086
	Iteration 15Q: 3 clusters Score -1704591 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1704655.750000 Penalty: 4738.538086
	Iteration 16Q: 3 clusters Score -1704656 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1704718.250000 Penalty: 4738.538086
	Iteration 17Q: 3 clusters Score -1704718 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1704761.625000 Penalty: 4738.538086
	Iteration 18Q: 3 clusters Score -1704762 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1704809.625000 Penalty: 4738.538086
	Iteration 19Q: 3 clusters Score -1704810 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1704846.000000 Penalty: 4738.538086
	Iteration 20F: 3 clusters Score -1704846 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1704876.625000 Penalty: 4738.538086
	Iteration 21Q: 3 clusters Score -1704877 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1704900.000000 Penalty: 4738.538086
	Iteration 22Q: 3 clusters Score -1704900 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1704915.625000 Penalty: 4738.538086
	Iteration 23Q: 3 clusters Score -1704916 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1704925.250000 Penalty: 4738.538086
	Iteration 24Q: 3 clusters Score -1704925 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1704939.375000 Penalty: 4738.538086
	Iteration 25Q: 3 clusters Score -1704939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1704938.500000 Penalty: 4738.538086
	Iteration 26Q: 3 clusters Score -1704938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1704946.625000 Penalty: 4738.538086
	Iteration 27Q: 3 clusters Score -1704947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1704951.500000 Penalty: 4738.538086
	Iteration 28Q: 3 clusters Score -1704952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1704950.625000 Penalty: 4738.538086
	Iteration 29Q: 3 clusters Score -1704951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1704961.375000 Penalty: 4738.538086
	Iteration 30Q: 3 clusters Score -1704961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1704960.000000 Penalty: 4738.538086
	Iteration 31Q: 3 clusters Score -1704960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1704968.125000 Penalty: 4738.538086
	Iteration 32Q: 3 clusters Score -1704968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1704965.375000 Penalty: 4738.538086
	Iteration 33Q: 3 clusters Score -1704965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1704966.750000 Penalty: 4738.538086
	Iteration 34Q: 3 clusters Score -1704967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1704965.500000 Penalty: 4738.538086
	Iteration 35Q: 3 clusters Score -1704966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1704967.250000 Penalty: 4738.538086
	Iteration 36Q: 3 clusters Score -1704967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1704975.250000 Penalty: 4738.538086
	Iteration 37Q: 3 clusters Score -1704975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1704976.125000 Penalty: 4738.538086
	Iteration 38Q: 3 clusters Score -1704976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1704978.875000 Penalty: 4738.538086
	Iteration 39Q: 3 clusters Score -1704979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1704981.000000 Penalty: 4738.538086
	Iteration 40F: 3 clusters Score -1704981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1704981.125000 Penalty: 4738.538086
	Iteration 41Q: 3 clusters Score -1704981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1704981.750000 Penalty: 4738.538086
	Iteration 42Q: 3 clusters Score -1704982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1704980.250000 Penalty: 4738.538086
	Iteration 43Q: 3 clusters Score -1704980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1704980.500000 Penalty: 4738.538086
	Iteration 44Q: 3 clusters Score -1704980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1704979.250000 Penalty: 4738.538086
	Iteration 45Q: 3 clusters Score -1704979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1704981.125000 Penalty: 4738.538086
	Iteration 46Q: 3 clusters Score -1704981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1704979.500000 Penalty: 4738.538086
	Iteration 47Q: 3 clusters Score -1704980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1704981.750000 Penalty: 4738.538086
	Iteration 48Q: 3 clusters Score -1704982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1704982.500000 Penalty: 4738.538086
	Iteration 49Q: 3 clusters Score -1704982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1704985.250000 Penalty: 4738.538086
	Iteration 50Q: 3 clusters Score -1704985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1704984.250000 Penalty: 4738.538086
	Iteration 51Q: 3 clusters Score -1704984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1704984.125000 Penalty: 4738.538086
	Iteration 52Q: 3 clusters Score -1704984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1704982.250000 Penalty: 4738.538086
	Iteration 53Q: 3 clusters Score -1704982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1704981.500000 Penalty: 4738.538086
	Iteration 54Q: 3 clusters Score -1704982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1704986.125000 Penalty: 4738.538086
	Iteration 55Q: 3 clusters Score -1704986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1704986.375000 Penalty: 4738.538086
	Iteration 56Q: 3 clusters Score -1704986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1704985.375000 Penalty: 4738.538086
	Iteration 57Q: 3 clusters Score -1704985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1704987.875000 Penalty: 4738.538086
	Iteration 58Q: 3 clusters Score -1704988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1704989.750000 Penalty: 4738.538086
	Iteration 59Q: 3 clusters Score -1704990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1704990.125000 Penalty: 4738.538086
	Iteration 60F: 3 clusters Score -1704990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1704987.625000 Penalty: 4738.538086
	Iteration 61Q: 3 clusters Score -1704988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1704987.500000 Penalty: 4738.538086
	Iteration 62Q: 3 clusters Score -1704988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1704988.125000 Penalty: 4738.538086
	Iteration 63Q: 3 clusters Score -1704988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1704989.625000 Penalty: 4738.538086
	Iteration 64Q: 3 clusters Score -1704990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1704991.625000 Penalty: 4738.538086
	Iteration 65Q: 3 clusters Score -1704992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1704994.000000 Penalty: 4738.538086
	Iteration 66Q: 3 clusters Score -1704994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1704994.000000 Penalty: 4738.538086
	Iteration 67F: 3 clusters Score -1704994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Entering Unmasked Estep 
Score: -342621.531250 Penalty: 1968.911377
	Iteration 0F: 2 clusters Score -342621.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -339496.406250 Penalty: 3937.822754
	Iteration 0F: 3 clusters Score -339496.4 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -340183.531250 Penalty: 3937.822754
	Iteration 1F: 3 clusters Score -340183.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -340366.062500 Penalty: 3937.822754
	Iteration 2F: 3 clusters Score -340366.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -340471.750000 Penalty: 3937.822754
	Iteration 3Q: 3 clusters Score -340471.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -340544.125000 Penalty: 3937.822754
	Iteration 4Q: 3 clusters Score -340544.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -340598.625000 Penalty: 3937.822754
	Iteration 5Q: 3 clusters Score -340598.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -340642.468750 Penalty: 3937.822754
	Iteration 6Q: 3 clusters Score -340642.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -340666.593750 Penalty: 3937.822754
	Iteration 7Q: 3 clusters Score -340666.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -340683.500000 Penalty: 3937.822754
	Iteration 8Q: 3 clusters Score -340683.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -340698.375000 Penalty: 3937.822754
	Iteration 9Q: 3 clusters Score -340698.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -340719.031250 Penalty: 3937.822754
	Iteration 10Q: 3 clusters Score -340719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -340739.156250 Penalty: 3937.822754
	Iteration 11Q: 3 clusters Score -340739.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -340768.000000 Penalty: 3937.822754
	Iteration 12Q: 3 clusters Score -340768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -340782.656250 Penalty: 3937.822754
	Iteration 13Q: 3 clusters Score -340782.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -340792.593750 Penalty: 3937.822754
	Iteration 14Q: 3 clusters Score -340792.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -340797.812500 Penalty: 3937.822754
	Iteration 15Q: 3 clusters Score -340797.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -340800.343750 Penalty: 3937.822754
	Iteration 16Q: 3 clusters Score -340800.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -340804.625000 Penalty: 3937.822754
	Iteration 17Q: 3 clusters Score -340804.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -340806.906250 Penalty: 3937.822754
	Iteration 18Q: 3 clusters Score -340806.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -340809.437500 Penalty: 3937.822754
	Iteration 19Q: 3 clusters Score -340809.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -340810.062500 Penalty: 3937.822754
	Iteration 20F: 3 clusters Score -340810.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -340812.875000 Penalty: 3937.822754
	Iteration 21Q: 3 clusters Score -340812.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -340816.218750 Penalty: 3937.822754
	Iteration 22Q: 3 clusters Score -340816.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -340817.937500 Penalty: 3937.822754
	Iteration 23Q: 3 clusters Score -340817.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -340821.281250 Penalty: 3937.822754
	Iteration 24Q: 3 clusters Score -340821.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -340824.062500 Penalty: 3937.822754
	Iteration 25Q: 3 clusters Score -340824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -340824.531250 Penalty: 3937.822754
	Iteration 26Q: 3 clusters Score -340824.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -340826.093750 Penalty: 3937.822754
	Iteration 27Q: 3 clusters Score -340826.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -340827.500000 Penalty: 3937.822754
	Iteration 28Q: 3 clusters Score -340827.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -340828.843750 Penalty: 3937.822754
	Iteration 29Q: 3 clusters Score -340828.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -340830.218750 Penalty: 3937.822754
	Iteration 30Q: 3 clusters Score -340830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -340831.218750 Penalty: 3937.822754
	Iteration 31Q: 3 clusters Score -340831.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -340832.500000 Penalty: 3937.822754
	Iteration 32Q: 3 clusters Score -340832.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -340835.656250 Penalty: 3937.822754
	Iteration 33Q: 3 clusters Score -340835.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -340837.250000 Penalty: 3937.822754
	Iteration 34Q: 3 clusters Score -340837.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -340837.375000 Penalty: 3937.822754
	Iteration 35Q: 3 clusters Score -340837.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -340838.781250 Penalty: 3937.822754
	Iteration 36Q: 3 clusters Score -340838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -340838.781250 Penalty: 3937.822754
	Iteration 37F: 3 clusters Score -340838.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (108049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108049 members 
Entering Unmasked Estep 
Score: -14174177.000000 Penalty: 2874.404297
	Iteration 0F: 2 clusters Score -1.417418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -14102129.000000 Penalty: 5748.808594
	Iteration 0F: 3 clusters Score -1.410213e+07 nChanged 51041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -14131531.000000 Penalty: 5748.808594
	Iteration 1F: 3 clusters Score -1.413153e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54641 members 
Mstep: Class 2 contains 53408 members 
Entering Unmasked Estep 
Score: -14132478.000000 Penalty: 5748.808594
	Iteration 2Q: 3 clusters Score -1.413248e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -14133759.000000 Penalty: 5748.808594
	Iteration 3Q: 3 clusters Score -1.413376e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -14135515.000000 Penalty: 5748.808594
	Iteration 4Q: 3 clusters Score -1.413552e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -14138129.000000 Penalty: 5748.808594
	Iteration 5Q: 3 clusters Score -1.413813e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -14141517.000000 Penalty: 5748.808594
	Iteration 6F: 3 clusters Score -1.414152e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62888 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -14145118.000000 Penalty: 5748.808594
	Iteration 7F: 3 clusters Score -1.414512e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -14148579.000000 Penalty: 5748.808594
	Iteration 8F: 3 clusters Score -1.414858e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -14151437.000000 Penalty: 5748.808594
	Iteration 9F: 3 clusters Score -1.415144e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70807 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -14153913.000000 Penalty: 5748.808594
	Iteration 10Q: 3 clusters Score -1.415391e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73352 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -14156210.000000 Penalty: 5748.808594
	Iteration 11Q: 3 clusters Score -1.415621e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75883 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -14158674.000000 Penalty: 5748.808594
	Iteration 12Q: 3 clusters Score -1.415867e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78282 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -14161023.000000 Penalty: 5748.808594
	Iteration 13Q: 3 clusters Score -1.416102e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80475 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -14162817.000000 Penalty: 5748.808594
	Iteration 14Q: 3 clusters Score -1.416282e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -14164232.000000 Penalty: 5748.808594
	Iteration 15Q: 3 clusters Score -1.416423e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84515 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -14165379.000000 Penalty: 5748.808594
	Iteration 16Q: 3 clusters Score -1.416538e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86291 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -14166312.000000 Penalty: 5748.808594
	Iteration 17Q: 3 clusters Score -1.416631e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87944 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -14167191.000000 Penalty: 5748.808594
	Iteration 18Q: 3 clusters Score -1.416719e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89441 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -14168060.000000 Penalty: 5748.808594
	Iteration 19Q: 3 clusters Score -1.416806e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -14168774.000000 Penalty: 5748.808594
	Iteration 20F: 3 clusters Score -1.416877e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91966 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -14169282.000000 Penalty: 5748.808594
	Iteration 21Q: 3 clusters Score -1.416928e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93014 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -14169713.000000 Penalty: 5748.808594
	Iteration 22Q: 3 clusters Score -1.416971e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93919 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -14170005.000000 Penalty: 5748.808594
	Iteration 23Q: 3 clusters Score -1.417e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94711 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -14170253.000000 Penalty: 5748.808594
	Iteration 24Q: 3 clusters Score -1.417025e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95410 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -14170429.000000 Penalty: 5748.808594
	Iteration 25Q: 3 clusters Score -1.417043e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -14170576.000000 Penalty: 5748.808594
	Iteration 26Q: 3 clusters Score -1.417058e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96598 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -14170736.000000 Penalty: 5748.808594
	Iteration 27Q: 3 clusters Score -1.417074e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97116 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -14170859.000000 Penalty: 5748.808594
	Iteration 28Q: 3 clusters Score -1.417086e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97601 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -14170945.000000 Penalty: 5748.808594
	Iteration 29Q: 3 clusters Score -1.417094e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98030 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -14171039.000000 Penalty: 5748.808594
	Iteration 30Q: 3 clusters Score -1.417104e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98399 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -14171100.000000 Penalty: 5748.808594
	Iteration 31Q: 3 clusters Score -1.41711e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98748 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -14171156.000000 Penalty: 5748.808594
	Iteration 32Q: 3 clusters Score -1.417116e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99049 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -14171176.000000 Penalty: 5748.808594
	Iteration 33Q: 3 clusters Score -1.417118e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99339 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -14171252.000000 Penalty: 5748.808594
	Iteration 34Q: 3 clusters Score -1.417125e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99594 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -14171357.000000 Penalty: 5748.808594
	Iteration 35Q: 3 clusters Score -1.417136e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99826 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -14171411.000000 Penalty: 5748.808594
	Iteration 36Q: 3 clusters Score -1.417141e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100029 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -14171425.000000 Penalty: 5748.808594
	Iteration 37Q: 3 clusters Score -1.417142e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100230 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -14171456.000000 Penalty: 5748.808594
	Iteration 38Q: 3 clusters Score -1.417146e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100434 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -14171485.000000 Penalty: 5748.808594
	Iteration 39Q: 3 clusters Score -1.417148e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100631 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -14171515.000000 Penalty: 5748.808594
	Iteration 40F: 3 clusters Score -1.417152e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100834 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -14171539.000000 Penalty: 5748.808594
	Iteration 41Q: 3 clusters Score -1.417154e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101027 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -14171575.000000 Penalty: 5748.808594
	Iteration 42Q: 3 clusters Score -1.417158e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101204 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -14171607.000000 Penalty: 5748.808594
	Iteration 43Q: 3 clusters Score -1.417161e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101346 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -14171623.000000 Penalty: 5748.808594
	Iteration 44Q: 3 clusters Score -1.417162e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101487 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -14171643.000000 Penalty: 5748.808594
	Iteration 45Q: 3 clusters Score -1.417164e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -14171662.000000 Penalty: 5748.808594
	Iteration 46Q: 3 clusters Score -1.417166e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101762 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -14171695.000000 Penalty: 5748.808594
	Iteration 47Q: 3 clusters Score -1.41717e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101879 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -14171748.000000 Penalty: 5748.808594
	Iteration 48Q: 3 clusters Score -1.417175e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101984 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -14171742.000000 Penalty: 5748.808594
	Iteration 49Q: 3 clusters Score -1.417174e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102094 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -14171767.000000 Penalty: 5748.808594
	Iteration 50Q: 3 clusters Score -1.417177e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102195 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -14171768.000000 Penalty: 5748.808594
	Iteration 51Q: 3 clusters Score -1.417177e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102295 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -14171779.000000 Penalty: 5748.808594
	Iteration 52Q: 3 clusters Score -1.417178e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102379 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -14171809.000000 Penalty: 5748.808594
	Iteration 53Q: 3 clusters Score -1.417181e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102459 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -14171789.000000 Penalty: 5748.808594
	Iteration 54Q: 3 clusters Score -1.417179e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102533 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -14171787.000000 Penalty: 5748.808594
	Iteration 55Q: 3 clusters Score -1.417179e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102595 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -14171804.000000 Penalty: 5748.808594
	Iteration 56Q: 3 clusters Score -1.41718e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102642 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -14171811.000000 Penalty: 5748.808594
	Iteration 57Q: 3 clusters Score -1.417181e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102679 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -14171827.000000 Penalty: 5748.808594
	Iteration 58Q: 3 clusters Score -1.417183e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102712 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -14171836.000000 Penalty: 5748.808594
	Iteration 59Q: 3 clusters Score -1.417184e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102749 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -14171839.000000 Penalty: 5748.808594
	Iteration 60F: 3 clusters Score -1.417184e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102790 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -14171864.000000 Penalty: 5748.808594
	Iteration 61Q: 3 clusters Score -1.417186e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102819 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -14171878.000000 Penalty: 5748.808594
	Iteration 62Q: 3 clusters Score -1.417188e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102847 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -14171865.000000 Penalty: 5748.808594
	Iteration 63Q: 3 clusters Score -1.417186e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102875 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -14171868.000000 Penalty: 5748.808594
	Iteration 64Q: 3 clusters Score -1.417187e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102895 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -14171868.000000 Penalty: 5748.808594
	Iteration 65Q: 3 clusters Score -1.417187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102915 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -14171879.000000 Penalty: 5748.808594
	Iteration 66Q: 3 clusters Score -1.417188e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102943 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -14171871.000000 Penalty: 5748.808594
	Iteration 67Q: 3 clusters Score -1.417187e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102966 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -14171870.000000 Penalty: 5748.808594
	Iteration 68Q: 3 clusters Score -1.417187e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102995 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -14171859.000000 Penalty: 5748.808594
	Iteration 69Q: 3 clusters Score -1.417186e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103022 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -14171873.000000 Penalty: 5748.808594
	Iteration 70Q: 3 clusters Score -1.417187e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103054 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -14171886.000000 Penalty: 5748.808594
	Iteration 71Q: 3 clusters Score -1.417189e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103080 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -14171885.000000 Penalty: 5748.808594
	Iteration 72Q: 3 clusters Score -1.417188e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103107 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -14171889.000000 Penalty: 5748.808594
	Iteration 73Q: 3 clusters Score -1.417189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103125 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -14171875.000000 Penalty: 5748.808594
	Iteration 74Q: 3 clusters Score -1.417188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103140 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -14171881.000000 Penalty: 5748.808594
	Iteration 75Q: 3 clusters Score -1.417188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103159 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -14171889.000000 Penalty: 5748.808594
	Iteration 76Q: 3 clusters Score -1.417189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -14171881.000000 Penalty: 5748.808594
	Iteration 77Q: 3 clusters Score -1.417188e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103198 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -14171872.000000 Penalty: 5748.808594
	Iteration 78Q: 3 clusters Score -1.417187e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103225 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -14171873.000000 Penalty: 5748.808594
	Iteration 79Q: 3 clusters Score -1.417187e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103252 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -14171878.000000 Penalty: 5748.808594
	Iteration 80F: 3 clusters Score -1.417188e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103275 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -14171891.000000 Penalty: 5748.808594
	Iteration 81Q: 3 clusters Score -1.417189e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103299 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -14171889.000000 Penalty: 5748.808594
	Iteration 82Q: 3 clusters Score -1.417189e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103318 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -14171901.000000 Penalty: 5748.808594
	Iteration 83Q: 3 clusters Score -1.41719e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103339 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -14171900.000000 Penalty: 5748.808594
	Iteration 84Q: 3 clusters Score -1.41719e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103357 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -14171912.000000 Penalty: 5748.808594
	Iteration 85Q: 3 clusters Score -1.417191e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103379 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -14171914.000000 Penalty: 5748.808594
	Iteration 86Q: 3 clusters Score -1.417191e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103404 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -14171903.000000 Penalty: 5748.808594
	Iteration 87Q: 3 clusters Score -1.41719e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103422 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -14171887.000000 Penalty: 5748.808594
	Iteration 88Q: 3 clusters Score -1.417189e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103445 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -14171904.000000 Penalty: 5748.808594
	Iteration 89Q: 3 clusters Score -1.41719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103459 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -14171905.000000 Penalty: 5748.808594
	Iteration 90Q: 3 clusters Score -1.41719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103475 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -14171889.000000 Penalty: 5748.808594
	Iteration 91Q: 3 clusters Score -1.417189e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -14171912.000000 Penalty: 5748.808594
	Iteration 92Q: 3 clusters Score -1.417191e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103516 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -14171923.000000 Penalty: 5748.808594
	Iteration 93Q: 3 clusters Score -1.417192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103535 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -14171910.000000 Penalty: 5748.808594
	Iteration 94Q: 3 clusters Score -1.417191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103550 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -14171906.000000 Penalty: 5748.808594
	Iteration 95Q: 3 clusters Score -1.417191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103563 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -14171898.000000 Penalty: 5748.808594
	Iteration 96Q: 3 clusters Score -1.41719e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103580 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -14171899.000000 Penalty: 5748.808594
	Iteration 97Q: 3 clusters Score -1.41719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103594 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -14171884.000000 Penalty: 5748.808594
	Iteration 98Q: 3 clusters Score -1.417188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103605 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -14171895.000000 Penalty: 5748.808594
	Iteration 99Q: 3 clusters Score -1.41719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103616 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -14171888.000000 Penalty: 5748.808594
	Iteration 100F: 3 clusters Score -1.417189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103624 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -14171893.000000 Penalty: 5748.808594
	Iteration 101Q: 3 clusters Score -1.417189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103633 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -14171896.000000 Penalty: 5748.808594
	Iteration 102Q: 3 clusters Score -1.41719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103643 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -14171901.000000 Penalty: 5748.808594
	Iteration 103Q: 3 clusters Score -1.41719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103650 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -14171905.000000 Penalty: 5748.808594
	Iteration 104Q: 3 clusters Score -1.41719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103657 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -14171898.000000 Penalty: 5748.808594
	Iteration 105Q: 3 clusters Score -1.41719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103671 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -14171916.000000 Penalty: 5748.808594
	Iteration 106Q: 3 clusters Score -1.417192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103681 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -14171907.000000 Penalty: 5748.808594
	Iteration 107Q: 3 clusters Score -1.417191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103688 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -14171907.000000 Penalty: 5748.808594
	Iteration 108Q: 3 clusters Score -1.417191e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103698 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -14171897.000000 Penalty: 5748.808594
	Iteration 109Q: 3 clusters Score -1.41719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103705 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -14171904.000000 Penalty: 5748.808594
	Iteration 110Q: 3 clusters Score -1.41719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -14171889.000000 Penalty: 5748.808594
	Iteration 111Q: 3 clusters Score -1.417189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103723 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -14171892.000000 Penalty: 5748.808594
	Iteration 112Q: 3 clusters Score -1.417189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103732 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -14171886.000000 Penalty: 5748.808594
	Iteration 113Q: 3 clusters Score -1.417189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103742 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -14171892.000000 Penalty: 5748.808594
	Iteration 114Q: 3 clusters Score -1.417189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103748 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -14171891.000000 Penalty: 5748.808594
	Iteration 115Q: 3 clusters Score -1.417189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103759 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -14171889.000000 Penalty: 5748.808594
	Iteration 116Q: 3 clusters Score -1.417189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103767 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -14171884.000000 Penalty: 5748.808594
	Iteration 117Q: 3 clusters Score -1.417188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103776 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -14171894.000000 Penalty: 5748.808594
	Iteration 118Q: 3 clusters Score -1.417189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103786 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -14171899.000000 Penalty: 5748.808594
	Iteration 119Q: 3 clusters Score -1.41719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103797 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -14171898.000000 Penalty: 5748.808594
	Iteration 120F: 3 clusters Score -1.41719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103811 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -14171895.000000 Penalty: 5748.808594
	Iteration 121Q: 3 clusters Score -1.41719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103821 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -14171909.000000 Penalty: 5748.808594
	Iteration 122Q: 3 clusters Score -1.417191e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103833 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -14171905.000000 Penalty: 5748.808594
	Iteration 123Q: 3 clusters Score -1.41719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103845 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -14171898.000000 Penalty: 5748.808594
	Iteration 124Q: 3 clusters Score -1.41719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -14171894.000000 Penalty: 5748.808594
	Iteration 125Q: 3 clusters Score -1.417189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103851 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -14171911.000000 Penalty: 5748.808594
	Iteration 126Q: 3 clusters Score -1.417191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103856 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -14171910.000000 Penalty: 5748.808594
	Iteration 127Q: 3 clusters Score -1.417191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103865 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -14171904.000000 Penalty: 5748.808594
	Iteration 128Q: 3 clusters Score -1.41719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103871 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -14171902.000000 Penalty: 5748.808594
	Iteration 129Q: 3 clusters Score -1.41719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103874 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -14171900.000000 Penalty: 5748.808594
	Iteration 130Q: 3 clusters Score -1.41719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103878 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -14171889.000000 Penalty: 5748.808594
	Iteration 131Q: 3 clusters Score -1.417189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103882 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -14171901.000000 Penalty: 5748.808594
	Iteration 132Q: 3 clusters Score -1.41719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103886 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -14171894.000000 Penalty: 5748.808594
	Iteration 133Q: 3 clusters Score -1.417189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -14171899.000000 Penalty: 5748.808594
	Iteration 134Q: 3 clusters Score -1.41719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103900 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -14171895.000000 Penalty: 5748.808594
	Iteration 135Q: 3 clusters Score -1.41719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103904 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -14171892.000000 Penalty: 5748.808594
	Iteration 136Q: 3 clusters Score -1.417189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103911 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -14171887.000000 Penalty: 5748.808594
	Iteration 137Q: 3 clusters Score -1.417189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103920 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -14171886.000000 Penalty: 5748.808594
	Iteration 138Q: 3 clusters Score -1.417189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103930 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -14171891.000000 Penalty: 5748.808594
	Iteration 139Q: 3 clusters Score -1.417189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103936 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -14171891.000000 Penalty: 5748.808594
	Iteration 140F: 3 clusters Score -1.417189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103940 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -14171894.000000 Penalty: 5748.808594
	Iteration 141Q: 3 clusters Score -1.417189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103948 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -14171898.000000 Penalty: 5748.808594
	Iteration 142Q: 3 clusters Score -1.41719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103960 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -14171903.000000 Penalty: 5748.808594
	Iteration 143Q: 3 clusters Score -1.41719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103970 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -14171902.000000 Penalty: 5748.808594
	Iteration 144Q: 3 clusters Score -1.41719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103981 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -14171893.000000 Penalty: 5748.808594
	Iteration 145Q: 3 clusters Score -1.417189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103988 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -14171883.000000 Penalty: 5748.808594
	Iteration 146Q: 3 clusters Score -1.417188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103995 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -14171894.000000 Penalty: 5748.808594
	Iteration 147Q: 3 clusters Score -1.417189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104001 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -14171898.000000 Penalty: 5748.808594
	Iteration 148Q: 3 clusters Score -1.41719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104010 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -14171908.000000 Penalty: 5748.808594
	Iteration 149Q: 3 clusters Score -1.417191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104019 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -14171904.000000 Penalty: 5748.808594
	Iteration 150Q: 3 clusters Score -1.41719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104028 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -14171910.000000 Penalty: 5748.808594
	Iteration 151Q: 3 clusters Score -1.417191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104036 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -14171910.000000 Penalty: 5748.808594
	Iteration 152Q: 3 clusters Score -1.417191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104044 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -14171922.000000 Penalty: 5748.808594
	Iteration 153Q: 3 clusters Score -1.417192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104051 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -14171919.000000 Penalty: 5748.808594
	Iteration 154Q: 3 clusters Score -1.417192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104061 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -14171916.000000 Penalty: 5748.808594
	Iteration 155Q: 3 clusters Score -1.417192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104070 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -14171912.000000 Penalty: 5748.808594
	Iteration 156Q: 3 clusters Score -1.417191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104073 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -14171919.000000 Penalty: 5748.808594
	Iteration 157Q: 3 clusters Score -1.417192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104073 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -14171919.000000 Penalty: 5748.808594
	Iteration 158F: 3 clusters Score -1.417192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Entering Unmasked Estep 
Score: -3598739.250000 Penalty: 2530.463135
	Iteration 0F: 2 clusters Score -3598739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -3580048.500000 Penalty: 5060.926270
	Iteration 0F: 3 clusters Score -3580048 nChanged 12101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -3586766.250000 Penalty: 5060.926270
	Iteration 1F: 3 clusters Score -3586766 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -3587272.750000 Penalty: 5060.926270
	Iteration 2F: 3 clusters Score -3587273 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3587732.750000 Penalty: 5060.926270
	Iteration 3Q: 3 clusters Score -3587733 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -3588261.500000 Penalty: 5060.926270
	Iteration 4Q: 3 clusters Score -3588262 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3589003.250000 Penalty: 5060.926270
	Iteration 5F: 3 clusters Score -3589003 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -3590143.500000 Penalty: 5060.926270
	Iteration 6F: 3 clusters Score -3590144 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -3591780.250000 Penalty: 5060.926270
	Iteration 7F: 3 clusters Score -3591780 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -3593465.250000 Penalty: 5060.926270
	Iteration 8F: 3 clusters Score -3593465 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -3594744.750000 Penalty: 5060.926270
	Iteration 9F: 3 clusters Score -3594745 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3595482.750000 Penalty: 5060.926270
	Iteration 10Q: 3 clusters Score -3595483 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3595843.000000 Penalty: 5060.926270
	Iteration 11Q: 3 clusters Score -3595843 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3596073.500000 Penalty: 5060.926270
	Iteration 12Q: 3 clusters Score -3596074 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3596213.000000 Penalty: 5060.926270
	Iteration 13Q: 3 clusters Score -3596213 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3596314.500000 Penalty: 5060.926270
	Iteration 14Q: 3 clusters Score -3596314 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3596386.000000 Penalty: 5060.926270
	Iteration 15Q: 3 clusters Score -3596386 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3596435.000000 Penalty: 5060.926270
	Iteration 16Q: 3 clusters Score -3596435 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3596459.500000 Penalty: 5060.926270
	Iteration 17Q: 3 clusters Score -3596460 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3596480.250000 Penalty: 5060.926270
	Iteration 18Q: 3 clusters Score -3596480 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3596502.500000 Penalty: 5060.926270
	Iteration 19Q: 3 clusters Score -3596502 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3596534.750000 Penalty: 5060.926270
	Iteration 20F: 3 clusters Score -3596535 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3596557.000000 Penalty: 5060.926270
	Iteration 21Q: 3 clusters Score -3596557 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3596574.500000 Penalty: 5060.926270
	Iteration 22Q: 3 clusters Score -3596574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3596585.750000 Penalty: 5060.926270
	Iteration 23Q: 3 clusters Score -3596586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3596613.000000 Penalty: 5060.926270
	Iteration 24Q: 3 clusters Score -3596613 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3596634.250000 Penalty: 5060.926270
	Iteration 25Q: 3 clusters Score -3596634 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3596654.500000 Penalty: 5060.926270
	Iteration 26Q: 3 clusters Score -3596654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3596674.750000 Penalty: 5060.926270
	Iteration 27Q: 3 clusters Score -3596675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3596682.000000 Penalty: 5060.926270
	Iteration 28Q: 3 clusters Score -3596682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3596695.500000 Penalty: 5060.926270
	Iteration 29Q: 3 clusters Score -3596696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3596712.250000 Penalty: 5060.926270
	Iteration 30Q: 3 clusters Score -3596712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3596728.750000 Penalty: 5060.926270
	Iteration 31Q: 3 clusters Score -3596729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3596743.750000 Penalty: 5060.926270
	Iteration 32Q: 3 clusters Score -3596744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3596738.000000 Penalty: 5060.926270
	Iteration 33Q: 3 clusters Score -3596738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3596739.500000 Penalty: 5060.926270
	Iteration 34Q: 3 clusters Score -3596740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3596753.500000 Penalty: 5060.926270
	Iteration 35Q: 3 clusters Score -3596754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3596758.500000 Penalty: 5060.926270
	Iteration 36Q: 3 clusters Score -3596758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3596763.750000 Penalty: 5060.926270
	Iteration 37Q: 3 clusters Score -3596764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3596773.000000 Penalty: 5060.926270
	Iteration 38Q: 3 clusters Score -3596773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3596781.250000 Penalty: 5060.926270
	Iteration 39Q: 3 clusters Score -3596781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3596789.000000 Penalty: 5060.926270
	Iteration 40F: 3 clusters Score -3596789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3596792.000000 Penalty: 5060.926270
	Iteration 41Q: 3 clusters Score -3596792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3596796.500000 Penalty: 5060.926270
	Iteration 42Q: 3 clusters Score -3596796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3596802.000000 Penalty: 5060.926270
	Iteration 43Q: 3 clusters Score -3596802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3596804.250000 Penalty: 5060.926270
	Iteration 44Q: 3 clusters Score -3596804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3596805.500000 Penalty: 5060.926270
	Iteration 45Q: 3 clusters Score -3596806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3596804.750000 Penalty: 5060.926270
	Iteration 46Q: 3 clusters Score -3596805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3596804.500000 Penalty: 5060.926270
	Iteration 47Q: 3 clusters Score -3596804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3596806.250000 Penalty: 5060.926270
	Iteration 48Q: 3 clusters Score -3596806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3596807.750000 Penalty: 5060.926270
	Iteration 49Q: 3 clusters Score -3596808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3596810.500000 Penalty: 5060.926270
	Iteration 50Q: 3 clusters Score -3596810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3596810.250000 Penalty: 5060.926270
	Iteration 51Q: 3 clusters Score -3596810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3596812.500000 Penalty: 5060.926270
	Iteration 52Q: 3 clusters Score -3596812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3596812.500000 Penalty: 5060.926270
	Iteration 53Q: 3 clusters Score -3596812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3596809.750000 Penalty: 5060.926270
	Iteration 54Q: 3 clusters Score -3596810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3596809.750000 Penalty: 5060.926270
	Iteration 55F: 3 clusters Score -3596810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Entering Unmasked Estep 
Score: -332892.093750 Penalty: 1930.136230
	Iteration 0F: 2 clusters Score -332892.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -329983.625000 Penalty: 3860.272461
	Iteration 0F: 3 clusters Score -329983.6 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -330472.906250 Penalty: 3860.272461
	Iteration 1F: 3 clusters Score -330472.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -330610.156250 Penalty: 3860.272461
	Iteration 2F: 3 clusters Score -330610.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -330678.812500 Penalty: 3860.272461
	Iteration 3Q: 3 clusters Score -330678.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -330717.593750 Penalty: 3860.272461
	Iteration 4Q: 3 clusters Score -330717.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -330745.750000 Penalty: 3860.272461
	Iteration 5Q: 3 clusters Score -330745.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -330769.968750 Penalty: 3860.272461
	Iteration 6Q: 3 clusters Score -330770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -330787.468750 Penalty: 3860.272461
	Iteration 7Q: 3 clusters Score -330787.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -330804.656250 Penalty: 3860.272461
	Iteration 8Q: 3 clusters Score -330804.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -330815.437500 Penalty: 3860.272461
	Iteration 9Q: 3 clusters Score -330815.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -330821.750000 Penalty: 3860.272461
	Iteration 10Q: 3 clusters Score -330821.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -330828.750000 Penalty: 3860.272461
	Iteration 11Q: 3 clusters Score -330828.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -330833.156250 Penalty: 3860.272461
	Iteration 12Q: 3 clusters Score -330833.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -330836.093750 Penalty: 3860.272461
	Iteration 13Q: 3 clusters Score -330836.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -330839.218750 Penalty: 3860.272461
	Iteration 14Q: 3 clusters Score -330839.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -330843.093750 Penalty: 3860.272461
	Iteration 15Q: 3 clusters Score -330843.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -330849.343750 Penalty: 3860.272461
	Iteration 16Q: 3 clusters Score -330849.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -330856.718750 Penalty: 3860.272461
	Iteration 17Q: 3 clusters Score -330856.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -330866.500000 Penalty: 3860.272461
	Iteration 18Q: 3 clusters Score -330866.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -330877.625000 Penalty: 3860.272461
	Iteration 19Q: 3 clusters Score -330877.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -330886.375000 Penalty: 3860.272461
	Iteration 20F: 3 clusters Score -330886.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -330893.781250 Penalty: 3860.272461
	Iteration 21Q: 3 clusters Score -330893.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -330897.750000 Penalty: 3860.272461
	Iteration 22Q: 3 clusters Score -330897.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -330901.531250 Penalty: 3860.272461
	Iteration 23Q: 3 clusters Score -330901.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -330904.156250 Penalty: 3860.272461
	Iteration 24Q: 3 clusters Score -330904.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -330910.062500 Penalty: 3860.272461
	Iteration 25Q: 3 clusters Score -330910.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -330915.531250 Penalty: 3860.272461
	Iteration 26Q: 3 clusters Score -330915.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -330918.187500 Penalty: 3860.272461
	Iteration 27Q: 3 clusters Score -330918.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -330921.437500 Penalty: 3860.272461
	Iteration 28Q: 3 clusters Score -330921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -330923.125000 Penalty: 3860.272461
	Iteration 29Q: 3 clusters Score -330923.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -330926.062500 Penalty: 3860.272461
	Iteration 30Q: 3 clusters Score -330926.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -330929.562500 Penalty: 3860.272461
	Iteration 31Q: 3 clusters Score -330929.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -330932.218750 Penalty: 3860.272461
	Iteration 32Q: 3 clusters Score -330932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -330934.343750 Penalty: 3860.272461
	Iteration 33Q: 3 clusters Score -330934.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -330934.843750 Penalty: 3860.272461
	Iteration 34Q: 3 clusters Score -330934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -330935.250000 Penalty: 3860.272461
	Iteration 35Q: 3 clusters Score -330935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -330935.843750 Penalty: 3860.272461
	Iteration 36Q: 3 clusters Score -330935.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -330936.812500 Penalty: 3860.272461
	Iteration 37Q: 3 clusters Score -330936.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -330937.281250 Penalty: 3860.272461
	Iteration 38Q: 3 clusters Score -330937.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -330937.281250 Penalty: 3860.272461
	Iteration 39F: 3 clusters Score -330937.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Entering Unmasked Estep 
Score: -5814542.500000 Penalty: 2654.136963
	Iteration 0F: 2 clusters Score -5814542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -5784432.500000 Penalty: 5308.273926
	Iteration 0F: 3 clusters Score -5784432 nChanged 20527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -5795731.500000 Penalty: 5308.273926
	Iteration 1F: 3 clusters Score -5795732 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -5796272.500000 Penalty: 5308.273926
	Iteration 2Q: 3 clusters Score -5796272 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -5796958.000000 Penalty: 5308.273926
	Iteration 3Q: 3 clusters Score -5796958 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -5797799.000000 Penalty: 5308.273926
	Iteration 4Q: 3 clusters Score -5797799 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -5798925.500000 Penalty: 5308.273926
	Iteration 5F: 3 clusters Score -5798926 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -5800273.500000 Penalty: 5308.273926
	Iteration 6F: 3 clusters Score -5800274 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -5801742.000000 Penalty: 5308.273926
	Iteration 7F: 3 clusters Score -5801742 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -5803126.500000 Penalty: 5308.273926
	Iteration 8F: 3 clusters Score -5803126 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -5804320.500000 Penalty: 5308.273926
	Iteration 9F: 3 clusters Score -5804320 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -5805479.000000 Penalty: 5308.273926
	Iteration 10Q: 3 clusters Score -5805479 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -5806583.500000 Penalty: 5308.273926
	Iteration 11Q: 3 clusters Score -5806584 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -5807752.000000 Penalty: 5308.273926
	Iteration 12Q: 3 clusters Score -5807752 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -5808796.500000 Penalty: 5308.273926
	Iteration 13Q: 3 clusters Score -5808796 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -5809849.000000 Penalty: 5308.273926
	Iteration 14Q: 3 clusters Score -5809849 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -5810721.000000 Penalty: 5308.273926
	Iteration 15Q: 3 clusters Score -5810721 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -5811385.000000 Penalty: 5308.273926
	Iteration 16Q: 3 clusters Score -5811385 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -5811795.500000 Penalty: 5308.273926
	Iteration 17Q: 3 clusters Score -5811796 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -5812006.000000 Penalty: 5308.273926
	Iteration 18Q: 3 clusters Score -5812006 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -5812065.000000 Penalty: 5308.273926
	Iteration 19Q: 3 clusters Score -5812065 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -5812145.500000 Penalty: 5308.273926
	Iteration 20F: 3 clusters Score -5812146 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -5812206.000000 Penalty: 5308.273926
	Iteration 21Q: 3 clusters Score -5812206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -5812236.500000 Penalty: 5308.273926
	Iteration 22Q: 3 clusters Score -5812236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -5812253.500000 Penalty: 5308.273926
	Iteration 23Q: 3 clusters Score -5812254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -5812262.500000 Penalty: 5308.273926
	Iteration 24Q: 3 clusters Score -5812262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -5812265.000000 Penalty: 5308.273926
	Iteration 25Q: 3 clusters Score -5812265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -5812270.500000 Penalty: 5308.273926
	Iteration 26Q: 3 clusters Score -5812270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -5812274.500000 Penalty: 5308.273926
	Iteration 27Q: 3 clusters Score -5812274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -5812294.500000 Penalty: 5308.273926
	Iteration 28Q: 3 clusters Score -5812294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -5812301.000000 Penalty: 5308.273926
	Iteration 29Q: 3 clusters Score -5812301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -5812304.000000 Penalty: 5308.273926
	Iteration 30Q: 3 clusters Score -5812304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -5812317.000000 Penalty: 5308.273926
	Iteration 31Q: 3 clusters Score -5812317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -5812315.500000 Penalty: 5308.273926
	Iteration 32Q: 3 clusters Score -5812316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -5812322.000000 Penalty: 5308.273926
	Iteration 33Q: 3 clusters Score -5812322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -5812320.000000 Penalty: 5308.273926
	Iteration 34Q: 3 clusters Score -5812320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -5812322.000000 Penalty: 5308.273926
	Iteration 35Q: 3 clusters Score -5812322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -5812325.500000 Penalty: 5308.273926
	Iteration 36Q: 3 clusters Score -5812326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -5812330.000000 Penalty: 5308.273926
	Iteration 37Q: 3 clusters Score -5812330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -5812327.500000 Penalty: 5308.273926
	Iteration 38Q: 3 clusters Score -5812328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -5812329.500000 Penalty: 5308.273926
	Iteration 39Q: 3 clusters Score -5812330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -5812328.500000 Penalty: 5308.273926
	Iteration 40F: 3 clusters Score -5812328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -5812332.500000 Penalty: 5308.273926
	Iteration 41Q: 3 clusters Score -5812332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -5812334.500000 Penalty: 5308.273926
	Iteration 42Q: 3 clusters Score -5812334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -5812334.500000 Penalty: 5308.273926
	Iteration 43F: 3 clusters Score -5812334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Entering Unmasked Estep 
Score: -4832011.000000 Penalty: 2605.745361
	Iteration 0F: 2 clusters Score -4832011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -4807218.000000 Penalty: 5211.490723
	Iteration 0F: 3 clusters Score -4807218 nChanged 16590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -4816214.000000 Penalty: 5211.490723
	Iteration 1F: 3 clusters Score -4816214 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -4816762.000000 Penalty: 5211.490723
	Iteration 2Q: 3 clusters Score -4816762 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -4817481.000000 Penalty: 5211.490723
	Iteration 3Q: 3 clusters Score -4817481 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -4818517.000000 Penalty: 5211.490723
	Iteration 4F: 3 clusters Score -4818517 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -4820237.500000 Penalty: 5211.490723
	Iteration 5F: 3 clusters Score -4820238 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -4822638.500000 Penalty: 5211.490723
	Iteration 6F: 3 clusters Score -4822638 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -4825339.000000 Penalty: 5211.490723
	Iteration 7F: 3 clusters Score -4825339 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -4827374.500000 Penalty: 5211.490723
	Iteration 8F: 3 clusters Score -4827374 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -4828609.500000 Penalty: 5211.490723
	Iteration 9Q: 3 clusters Score -4828610 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -4829209.000000 Penalty: 5211.490723
	Iteration 10Q: 3 clusters Score -4829209 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -4829485.000000 Penalty: 5211.490723
	Iteration 11Q: 3 clusters Score -4829485 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -4829649.000000 Penalty: 5211.490723
	Iteration 12Q: 3 clusters Score -4829649 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -4829740.500000 Penalty: 5211.490723
	Iteration 13Q: 3 clusters Score -4829740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -4829792.000000 Penalty: 5211.490723
	Iteration 14Q: 3 clusters Score -4829792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -4829826.000000 Penalty: 5211.490723
	Iteration 15Q: 3 clusters Score -4829826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -4829850.000000 Penalty: 5211.490723
	Iteration 16Q: 3 clusters Score -4829850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -4829857.000000 Penalty: 5211.490723
	Iteration 17Q: 3 clusters Score -4829857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -4829881.500000 Penalty: 5211.490723
	Iteration 18Q: 3 clusters Score -4829882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -4829893.500000 Penalty: 5211.490723
	Iteration 19Q: 3 clusters Score -4829894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -4829886.500000 Penalty: 5211.490723
	Iteration 20F: 3 clusters Score -4829886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4829894.000000 Penalty: 5211.490723
	Iteration 21Q: 3 clusters Score -4829894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -4829906.500000 Penalty: 5211.490723
	Iteration 22Q: 3 clusters Score -4829906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -4829914.000000 Penalty: 5211.490723
	Iteration 23Q: 3 clusters Score -4829914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -4829914.000000 Penalty: 5211.490723
	Iteration 24Q: 3 clusters Score -4829914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -4829919.000000 Penalty: 5211.490723
	Iteration 25Q: 3 clusters Score -4829919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -4829915.000000 Penalty: 5211.490723
	Iteration 26Q: 3 clusters Score -4829915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -4829915.500000 Penalty: 5211.490723
	Iteration 27Q: 3 clusters Score -4829916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -4829914.500000 Penalty: 5211.490723
	Iteration 28Q: 3 clusters Score -4829914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -4829914.500000 Penalty: 5211.490723
	Iteration 29F: 3 clusters Score -4829914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -38541.609375 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -38541.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37264.738281 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -37264.74 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37488.531250 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -37488.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37594.574219 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -37594.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37686.773438 Penalty: 2911.171387
	Iteration 3F: 3 clusters Score -37686.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37764.917969 Penalty: 2911.171387
	Iteration 4Q: 3 clusters Score -37764.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37836.195312 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -37836.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37870.914062 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -37870.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37912.183594 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -37912.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37956.480469 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -37956.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38012.128906 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -38012.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38078.839844 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -38078.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38096.664062 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -38096.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38133.851562 Penalty: 2911.171387
	Iteration 12Q: 3 clusters Score -38133.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38141.433594 Penalty: 2911.171387
	Iteration 13Q: 3 clusters Score -38141.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38144.816406 Penalty: 2911.171387
	Iteration 14Q: 3 clusters Score -38144.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38148.718750 Penalty: 2911.171387
	Iteration 15Q: 3 clusters Score -38148.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38154.125000 Penalty: 2911.171387
	Iteration 16Q: 3 clusters Score -38154.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38157.324219 Penalty: 2911.171387
	Iteration 17Q: 3 clusters Score -38157.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38159.789062 Penalty: 2911.171387
	Iteration 18F: 3 clusters Score -38159.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38172.410156 Penalty: 2911.171387
	Iteration 19Q: 3 clusters Score -38172.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38172.410156 Penalty: 2911.171387
	Iteration 20F: 3 clusters Score -38172.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Entering Unmasked Estep 
Score: -2403670.250000 Penalty: 2437.800537
	Iteration 0F: 2 clusters Score -2403670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2390519.500000 Penalty: 4875.601074
	Iteration 0F: 3 clusters Score -2390520 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2394878.750000 Penalty: 4875.601074
	Iteration 1F: 3 clusters Score -2394879 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2395419.500000 Penalty: 4875.601074
	Iteration 2F: 3 clusters Score -2395420 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2396152.750000 Penalty: 4875.601074
	Iteration 3Q: 3 clusters Score -2396153 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2396932.000000 Penalty: 4875.601074
	Iteration 4F: 3 clusters Score -2396932 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2397628.000000 Penalty: 4875.601074
	Iteration 5F: 3 clusters Score -2397628 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2398161.750000 Penalty: 4875.601074
	Iteration 6F: 3 clusters Score -2398162 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2398608.000000 Penalty: 4875.601074
	Iteration 7Q: 3 clusters Score -2398608 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2398985.750000 Penalty: 4875.601074
	Iteration 8Q: 3 clusters Score -2398986 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2399246.750000 Penalty: 4875.601074
	Iteration 9Q: 3 clusters Score -2399247 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2399457.500000 Penalty: 4875.601074
	Iteration 10Q: 3 clusters Score -2399458 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2399621.250000 Penalty: 4875.601074
	Iteration 11Q: 3 clusters Score -2399621 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2399786.500000 Penalty: 4875.601074
	Iteration 12Q: 3 clusters Score -2399786 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2399937.250000 Penalty: 4875.601074
	Iteration 13Q: 3 clusters Score -2399937 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2400085.750000 Penalty: 4875.601074
	Iteration 14Q: 3 clusters Score -2400086 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2400228.000000 Penalty: 4875.601074
	Iteration 15Q: 3 clusters Score -2400228 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2400335.750000 Penalty: 4875.601074
	Iteration 16Q: 3 clusters Score -2400336 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2400441.500000 Penalty: 4875.601074
	Iteration 17Q: 3 clusters Score -2400442 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2400546.000000 Penalty: 4875.601074
	Iteration 18Q: 3 clusters Score -2400546 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2400648.500000 Penalty: 4875.601074
	Iteration 19Q: 3 clusters Score -2400648 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2400717.000000 Penalty: 4875.601074
	Iteration 20F: 3 clusters Score -2400717 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2400792.000000 Penalty: 4875.601074
	Iteration 21Q: 3 clusters Score -2400792 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2400861.250000 Penalty: 4875.601074
	Iteration 22Q: 3 clusters Score -2400861 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2400930.750000 Penalty: 4875.601074
	Iteration 23Q: 3 clusters Score -2400931 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2401002.500000 Penalty: 4875.601074
	Iteration 24Q: 3 clusters Score -2401002 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2401078.500000 Penalty: 4875.601074
	Iteration 25Q: 3 clusters Score -2401078 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2401144.000000 Penalty: 4875.601074
	Iteration 26Q: 3 clusters Score -2401144 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2401212.250000 Penalty: 4875.601074
	Iteration 27Q: 3 clusters Score -2401212 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2401275.250000 Penalty: 4875.601074
	Iteration 28Q: 3 clusters Score -2401275 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2401322.250000 Penalty: 4875.601074
	Iteration 29Q: 3 clusters Score -2401322 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2401373.500000 Penalty: 4875.601074
	Iteration 30Q: 3 clusters Score -2401374 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2401427.500000 Penalty: 4875.601074
	Iteration 31Q: 3 clusters Score -2401428 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2401459.250000 Penalty: 4875.601074
	Iteration 32Q: 3 clusters Score -2401459 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2401479.750000 Penalty: 4875.601074
	Iteration 33Q: 3 clusters Score -2401480 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2401498.500000 Penalty: 4875.601074
	Iteration 34Q: 3 clusters Score -2401498 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2401522.000000 Penalty: 4875.601074
	Iteration 35Q: 3 clusters Score -2401522 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2401533.000000 Penalty: 4875.601074
	Iteration 36Q: 3 clusters Score -2401533 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2401554.000000 Penalty: 4875.601074
	Iteration 37Q: 3 clusters Score -2401554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2401568.750000 Penalty: 4875.601074
	Iteration 38Q: 3 clusters Score -2401569 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2401577.750000 Penalty: 4875.601074
	Iteration 39Q: 3 clusters Score -2401578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2401593.750000 Penalty: 4875.601074
	Iteration 40F: 3 clusters Score -2401594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2401606.500000 Penalty: 4875.601074
	Iteration 41Q: 3 clusters Score -2401606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2401608.750000 Penalty: 4875.601074
	Iteration 42Q: 3 clusters Score -2401609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2401619.750000 Penalty: 4875.601074
	Iteration 43Q: 3 clusters Score -2401620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2401626.250000 Penalty: 4875.601074
	Iteration 44Q: 3 clusters Score -2401626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2401632.000000 Penalty: 4875.601074
	Iteration 45Q: 3 clusters Score -2401632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2401632.500000 Penalty: 4875.601074
	Iteration 46Q: 3 clusters Score -2401632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2401641.500000 Penalty: 4875.601074
	Iteration 47Q: 3 clusters Score -2401642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2401645.750000 Penalty: 4875.601074
	Iteration 48Q: 3 clusters Score -2401646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2401651.500000 Penalty: 4875.601074
	Iteration 49Q: 3 clusters Score -2401652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2401657.000000 Penalty: 4875.601074
	Iteration 50Q: 3 clusters Score -2401657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2401659.500000 Penalty: 4875.601074
	Iteration 51Q: 3 clusters Score -2401660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2401659.250000 Penalty: 4875.601074
	Iteration 52Q: 3 clusters Score -2401659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2401664.000000 Penalty: 4875.601074
	Iteration 53Q: 3 clusters Score -2401664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2401669.250000 Penalty: 4875.601074
	Iteration 54Q: 3 clusters Score -2401669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2401671.250000 Penalty: 4875.601074
	Iteration 55Q: 3 clusters Score -2401671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2401677.000000 Penalty: 4875.601074
	Iteration 56Q: 3 clusters Score -2401677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2401680.750000 Penalty: 4875.601074
	Iteration 57Q: 3 clusters Score -2401681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2401680.000000 Penalty: 4875.601074
	Iteration 58Q: 3 clusters Score -2401680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2401680.500000 Penalty: 4875.601074
	Iteration 59Q: 3 clusters Score -2401680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2401686.750000 Penalty: 4875.601074
	Iteration 60F: 3 clusters Score -2401687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2401692.250000 Penalty: 4875.601074
	Iteration 61Q: 3 clusters Score -2401692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2401693.000000 Penalty: 4875.601074
	Iteration 62Q: 3 clusters Score -2401693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2401692.500000 Penalty: 4875.601074
	Iteration 63Q: 3 clusters Score -2401692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2401693.000000 Penalty: 4875.601074
	Iteration 64Q: 3 clusters Score -2401693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2401693.500000 Penalty: 4875.601074
	Iteration 65Q: 3 clusters Score -2401694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2401694.250000 Penalty: 4875.601074
	Iteration 66Q: 3 clusters Score -2401694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2401699.500000 Penalty: 4875.601074
	Iteration 67Q: 3 clusters Score -2401700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2401698.500000 Penalty: 4875.601074
	Iteration 68Q: 3 clusters Score -2401698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2401700.000000 Penalty: 4875.601074
	Iteration 69Q: 3 clusters Score -2401700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2401700.000000 Penalty: 4875.601074
	Iteration 70Q: 3 clusters Score -2401700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2401706.750000 Penalty: 4875.601074
	Iteration 71Q: 3 clusters Score -2401707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2401704.500000 Penalty: 4875.601074
	Iteration 72Q: 3 clusters Score -2401704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2401708.000000 Penalty: 4875.601074
	Iteration 73Q: 3 clusters Score -2401708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2401704.750000 Penalty: 4875.601074
	Iteration 74Q: 3 clusters Score -2401705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2401707.250000 Penalty: 4875.601074
	Iteration 75Q: 3 clusters Score -2401707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2401707.000000 Penalty: 4875.601074
	Iteration 76Q: 3 clusters Score -2401707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2401706.250000 Penalty: 4875.601074
	Iteration 77Q: 3 clusters Score -2401706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2401706.250000 Penalty: 4875.601074
	Iteration 78Q: 3 clusters Score -2401706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2401709.000000 Penalty: 4875.601074
	Iteration 79Q: 3 clusters Score -2401709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2401709.000000 Penalty: 4875.601074
	Iteration 80F: 3 clusters Score -2401709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Entering Unmasked Estep 
Score: -135010.156250 Penalty: 1762.844482
	Iteration 0F: 2 clusters Score -135010.2 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 629 members 
Entering Unmasked Estep 
Score: -133071.312500 Penalty: 3525.688965
	Iteration 0F: 3 clusters Score -133071.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -133669.687500 Penalty: 3525.688965
	Iteration 1F: 3 clusters Score -133669.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -133936.921875 Penalty: 3525.688965
	Iteration 2F: 3 clusters Score -133936.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -134127.640625 Penalty: 3525.688965
	Iteration 3F: 3 clusters Score -134127.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -134242.765625 Penalty: 3525.688965
	Iteration 4F: 3 clusters Score -134242.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -134346.796875 Penalty: 3525.688965
	Iteration 5Q: 3 clusters Score -134346.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -134412.171875 Penalty: 3525.688965
	Iteration 6Q: 3 clusters Score -134412.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -134454.078125 Penalty: 3525.688965
	Iteration 7Q: 3 clusters Score -134454.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -134507.312500 Penalty: 3525.688965
	Iteration 8Q: 3 clusters Score -134507.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -134539.250000 Penalty: 3525.688965
	Iteration 9Q: 3 clusters Score -134539.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -134561.578125 Penalty: 3525.688965
	Iteration 10Q: 3 clusters Score -134561.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -134594.390625 Penalty: 3525.688965
	Iteration 11Q: 3 clusters Score -134594.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -134618.031250 Penalty: 3525.688965
	Iteration 12Q: 3 clusters Score -134618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -134632.593750 Penalty: 3525.688965
	Iteration 13Q: 3 clusters Score -134632.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -134641.406250 Penalty: 3525.688965
	Iteration 14Q: 3 clusters Score -134641.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -134646.718750 Penalty: 3525.688965
	Iteration 15Q: 3 clusters Score -134646.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -134651.187500 Penalty: 3525.688965
	Iteration 16Q: 3 clusters Score -134651.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -134656.296875 Penalty: 3525.688965
	Iteration 17Q: 3 clusters Score -134656.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -134657.671875 Penalty: 3525.688965
	Iteration 18Q: 3 clusters Score -134657.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -134659.140625 Penalty: 3525.688965
	Iteration 19Q: 3 clusters Score -134659.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -134659.140625 Penalty: 3525.688965
	Iteration 20F: 3 clusters Score -134659.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Entering Unmasked Estep 
Score: -655017.312500 Penalty: 2128.486328
	Iteration 0F: 2 clusters Score -655017.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -650341.562500 Penalty: 4256.972656
	Iteration 0F: 3 clusters Score -650341.6 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -651772.312500 Penalty: 4256.972656
	Iteration 1F: 3 clusters Score -651772.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -652180.812500 Penalty: 4256.972656
	Iteration 2F: 3 clusters Score -652180.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -652575.125000 Penalty: 4256.972656
	Iteration 3F: 3 clusters Score -652575.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -653010.750000 Penalty: 4256.972656
	Iteration 4F: 3 clusters Score -653010.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -653382.000000 Penalty: 4256.972656
	Iteration 5F: 3 clusters Score -653382 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -653651.500000 Penalty: 4256.972656
	Iteration 6F: 3 clusters Score -653651.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -653828.312500 Penalty: 4256.972656
	Iteration 7Q: 3 clusters Score -653828.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -653967.562500 Penalty: 4256.972656
	Iteration 8Q: 3 clusters Score -653967.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -654060.437500 Penalty: 4256.972656
	Iteration 9Q: 3 clusters Score -654060.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -654126.250000 Penalty: 4256.972656
	Iteration 10Q: 3 clusters Score -654126.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -654172.375000 Penalty: 4256.972656
	Iteration 11Q: 3 clusters Score -654172.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -654205.125000 Penalty: 4256.972656
	Iteration 12Q: 3 clusters Score -654205.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -654227.437500 Penalty: 4256.972656
	Iteration 13Q: 3 clusters Score -654227.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -654247.562500 Penalty: 4256.972656
	Iteration 14Q: 3 clusters Score -654247.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -654264.937500 Penalty: 4256.972656
	Iteration 15Q: 3 clusters Score -654264.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -654282.812500 Penalty: 4256.972656
	Iteration 16Q: 3 clusters Score -654282.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -654314.687500 Penalty: 4256.972656
	Iteration 17Q: 3 clusters Score -654314.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -654351.125000 Penalty: 4256.972656
	Iteration 18Q: 3 clusters Score -654351.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -654383.312500 Penalty: 4256.972656
	Iteration 19Q: 3 clusters Score -654383.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -654410.312500 Penalty: 4256.972656
	Iteration 20F: 3 clusters Score -654410.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -654432.187500 Penalty: 4256.972656
	Iteration 21Q: 3 clusters Score -654432.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -654449.687500 Penalty: 4256.972656
	Iteration 22Q: 3 clusters Score -654449.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -654467.312500 Penalty: 4256.972656
	Iteration 23Q: 3 clusters Score -654467.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -654480.062500 Penalty: 4256.972656
	Iteration 24Q: 3 clusters Score -654480.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -654494.500000 Penalty: 4256.972656
	Iteration 25Q: 3 clusters Score -654494.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -654500.125000 Penalty: 4256.972656
	Iteration 26Q: 3 clusters Score -654500.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -654503.750000 Penalty: 4256.972656
	Iteration 27Q: 3 clusters Score -654503.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -654507.812500 Penalty: 4256.972656
	Iteration 28Q: 3 clusters Score -654507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -654508.187500 Penalty: 4256.972656
	Iteration 29Q: 3 clusters Score -654508.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -654508.687500 Penalty: 4256.972656
	Iteration 30Q: 3 clusters Score -654508.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -654509.812500 Penalty: 4256.972656
	Iteration 31Q: 3 clusters Score -654509.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -654511.312500 Penalty: 4256.972656
	Iteration 32Q: 3 clusters Score -654511.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -654511.562500 Penalty: 4256.972656
	Iteration 33Q: 3 clusters Score -654511.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -654511.562500 Penalty: 4256.972656
	Iteration 34F: 3 clusters Score -654511.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Entering Unmasked Estep 
Score: -2773708.750000 Penalty: 2472.763184
	Iteration 0F: 2 clusters Score -2773709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2758711.750000 Penalty: 4945.526367
	Iteration 0F: 3 clusters Score -2758712 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2764094.250000 Penalty: 4945.526367
	Iteration 1F: 3 clusters Score -2764094 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2764667.750000 Penalty: 4945.526367
	Iteration 2F: 3 clusters Score -2764668 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2765204.250000 Penalty: 4945.526367
	Iteration 3F: 3 clusters Score -2765204 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2765780.000000 Penalty: 4945.526367
	Iteration 4F: 3 clusters Score -2765780 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2766464.250000 Penalty: 4945.526367
	Iteration 5F: 3 clusters Score -2766464 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2767219.750000 Penalty: 4945.526367
	Iteration 6F: 3 clusters Score -2767220 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2768082.750000 Penalty: 4945.526367
	Iteration 7F: 3 clusters Score -2768083 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2768897.250000 Penalty: 4945.526367
	Iteration 8F: 3 clusters Score -2768897 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2769547.250000 Penalty: 4945.526367
	Iteration 9Q: 3 clusters Score -2769547 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2770023.000000 Penalty: 4945.526367
	Iteration 10Q: 3 clusters Score -2770023 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2770429.250000 Penalty: 4945.526367
	Iteration 11Q: 3 clusters Score -2770429 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2770861.500000 Penalty: 4945.526367
	Iteration 12Q: 3 clusters Score -2770862 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2771354.750000 Penalty: 4945.526367
	Iteration 13Q: 3 clusters Score -2771355 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2771785.500000 Penalty: 4945.526367
	Iteration 14Q: 3 clusters Score -2771786 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2772071.750000 Penalty: 4945.526367
	Iteration 15Q: 3 clusters Score -2772072 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2772199.750000 Penalty: 4945.526367
	Iteration 16Q: 3 clusters Score -2772200 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2772255.750000 Penalty: 4945.526367
	Iteration 17Q: 3 clusters Score -2772256 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2772291.250000 Penalty: 4945.526367
	Iteration 18Q: 3 clusters Score -2772291 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2772302.500000 Penalty: 4945.526367
	Iteration 19Q: 3 clusters Score -2772302 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2772316.250000 Penalty: 4945.526367
	Iteration 20F: 3 clusters Score -2772316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2772317.250000 Penalty: 4945.526367
	Iteration 21Q: 3 clusters Score -2772317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2772328.250000 Penalty: 4945.526367
	Iteration 22Q: 3 clusters Score -2772328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2772333.750000 Penalty: 4945.526367
	Iteration 23Q: 3 clusters Score -2772334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2772336.250000 Penalty: 4945.526367
	Iteration 24Q: 3 clusters Score -2772336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2772337.250000 Penalty: 4945.526367
	Iteration 25Q: 3 clusters Score -2772337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2772342.500000 Penalty: 4945.526367
	Iteration 26Q: 3 clusters Score -2772342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2772336.000000 Penalty: 4945.526367
	Iteration 27Q: 3 clusters Score -2772336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2772342.500000 Penalty: 4945.526367
	Iteration 28Q: 3 clusters Score -2772342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2772343.500000 Penalty: 4945.526367
	Iteration 29Q: 3 clusters Score -2772344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2772345.500000 Penalty: 4945.526367
	Iteration 30Q: 3 clusters Score -2772346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2772349.500000 Penalty: 4945.526367
	Iteration 31Q: 3 clusters Score -2772350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2772350.000000 Penalty: 4945.526367
	Iteration 32Q: 3 clusters Score -2772350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2772351.250000 Penalty: 4945.526367
	Iteration 33Q: 3 clusters Score -2772351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2772356.750000 Penalty: 4945.526367
	Iteration 34Q: 3 clusters Score -2772357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2772354.500000 Penalty: 4945.526367
	Iteration 35Q: 3 clusters Score -2772354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2772354.750000 Penalty: 4945.526367
	Iteration 36Q: 3 clusters Score -2772355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2772356.750000 Penalty: 4945.526367
	Iteration 37Q: 3 clusters Score -2772357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2772362.250000 Penalty: 4945.526367
	Iteration 38Q: 3 clusters Score -2772362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2772366.750000 Penalty: 4945.526367
	Iteration 39Q: 3 clusters Score -2772367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -2772371.250000 Penalty: 4945.526367
	Iteration 40F: 3 clusters Score -2772371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2772369.750000 Penalty: 4945.526367
	Iteration 41Q: 3 clusters Score -2772370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2772370.000000 Penalty: 4945.526367
	Iteration 42Q: 3 clusters Score -2772370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2772372.500000 Penalty: 4945.526367
	Iteration 43Q: 3 clusters Score -2772372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2772370.250000 Penalty: 4945.526367
	Iteration 44Q: 3 clusters Score -2772370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2772372.750000 Penalty: 4945.526367
	Iteration 45Q: 3 clusters Score -2772373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2772375.750000 Penalty: 4945.526367
	Iteration 46Q: 3 clusters Score -2772376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2772376.000000 Penalty: 4945.526367
	Iteration 47Q: 3 clusters Score -2772376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2772372.250000 Penalty: 4945.526367
	Iteration 48Q: 3 clusters Score -2772372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2772368.000000 Penalty: 4945.526367
	Iteration 49Q: 3 clusters Score -2772368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2772375.750000 Penalty: 4945.526367
	Iteration 50Q: 3 clusters Score -2772376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2772376.750000 Penalty: 4945.526367
	Iteration 51Q: 3 clusters Score -2772377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2772379.750000 Penalty: 4945.526367
	Iteration 52Q: 3 clusters Score -2772380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2772380.000000 Penalty: 4945.526367
	Iteration 53Q: 3 clusters Score -2772380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2772376.500000 Penalty: 4945.526367
	Iteration 54Q: 3 clusters Score -2772376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2772378.500000 Penalty: 4945.526367
	Iteration 55Q: 3 clusters Score -2772378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2772374.750000 Penalty: 4945.526367
	Iteration 56Q: 3 clusters Score -2772375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2772378.500000 Penalty: 4945.526367
	Iteration 57Q: 3 clusters Score -2772378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2772378.000000 Penalty: 4945.526367
	Iteration 58Q: 3 clusters Score -2772378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2772381.750000 Penalty: 4945.526367
	Iteration 59Q: 3 clusters Score -2772382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2772380.750000 Penalty: 4945.526367
	Iteration 60F: 3 clusters Score -2772381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2772380.500000 Penalty: 4945.526367
	Iteration 61Q: 3 clusters Score -2772380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2772381.000000 Penalty: 4945.526367
	Iteration 62Q: 3 clusters Score -2772381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2772381.000000 Penalty: 4945.526367
	Iteration 63F: 3 clusters Score -2772381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -289447.062500 Penalty: 1908.885986
	Iteration 0F: 2 clusters Score -289447.1 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 1081 members 
Entering Unmasked Estep 
Score: -286701.937500 Penalty: 3817.771973
	Iteration 0F: 3 clusters Score -286701.9 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -287171.187500 Penalty: 3817.771973
	Iteration 1F: 3 clusters Score -287171.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -287290.906250 Penalty: 3817.771973
	Iteration 2F: 3 clusters Score -287290.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -287363.781250 Penalty: 3817.771973
	Iteration 3Q: 3 clusters Score -287363.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -287419.468750 Penalty: 3817.771973
	Iteration 4Q: 3 clusters Score -287419.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -287480.218750 Penalty: 3817.771973
	Iteration 5Q: 3 clusters Score -287480.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -287523.812500 Penalty: 3817.771973
	Iteration 6Q: 3 clusters Score -287523.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -287552.968750 Penalty: 3817.771973
	Iteration 7Q: 3 clusters Score -287553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -287590.125000 Penalty: 3817.771973
	Iteration 8Q: 3 clusters Score -287590.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -287621.531250 Penalty: 3817.771973
	Iteration 9Q: 3 clusters Score -287621.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -287650.125000 Penalty: 3817.771973
	Iteration 10Q: 3 clusters Score -287650.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -287673.468750 Penalty: 3817.771973
	Iteration 11Q: 3 clusters Score -287673.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -287694.468750 Penalty: 3817.771973
	Iteration 12Q: 3 clusters Score -287694.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -287726.875000 Penalty: 3817.771973
	Iteration 13Q: 3 clusters Score -287726.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -287763.906250 Penalty: 3817.771973
	Iteration 14Q: 3 clusters Score -287763.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -287807.531250 Penalty: 3817.771973
	Iteration 15Q: 3 clusters Score -287807.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -287883.281250 Penalty: 3817.771973
	Iteration 16Q: 3 clusters Score -287883.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -287954.656250 Penalty: 3817.771973
	Iteration 17Q: 3 clusters Score -287954.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -288032.843750 Penalty: 3817.771973
	Iteration 18Q: 3 clusters Score -288032.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -288137.781250 Penalty: 3817.771973
	Iteration 19Q: 3 clusters Score -288137.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -288258.156250 Penalty: 3817.771973
	Iteration 20F: 3 clusters Score -288258.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -288361.687500 Penalty: 3817.771973
	Iteration 21Q: 3 clusters Score -288361.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -288470.125000 Penalty: 3817.771973
	Iteration 22Q: 3 clusters Score -288470.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -288532.343750 Penalty: 3817.771973
	Iteration 23Q: 3 clusters Score -288532.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -288570.906250 Penalty: 3817.771973
	Iteration 24Q: 3 clusters Score -288570.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -288605.156250 Penalty: 3817.771973
	Iteration 25Q: 3 clusters Score -288605.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -288633.625000 Penalty: 3817.771973
	Iteration 26Q: 3 clusters Score -288633.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -288656.281250 Penalty: 3817.771973
	Iteration 27Q: 3 clusters Score -288656.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -288671.531250 Penalty: 3817.771973
	Iteration 28Q: 3 clusters Score -288671.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -288681.656250 Penalty: 3817.771973
	Iteration 29Q: 3 clusters Score -288681.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -288690.218750 Penalty: 3817.771973
	Iteration 30Q: 3 clusters Score -288690.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -288696.468750 Penalty: 3817.771973
	Iteration 31Q: 3 clusters Score -288696.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -288705.156250 Penalty: 3817.771973
	Iteration 32Q: 3 clusters Score -288705.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -288716.000000 Penalty: 3817.771973
	Iteration 33Q: 3 clusters Score -288716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -288734.375000 Penalty: 3817.771973
	Iteration 34Q: 3 clusters Score -288734.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -288769.406250 Penalty: 3817.771973
	Iteration 35Q: 3 clusters Score -288769.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -288802.187500 Penalty: 3817.771973
	Iteration 36Q: 3 clusters Score -288802.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -288826.312500 Penalty: 3817.771973
	Iteration 37Q: 3 clusters Score -288826.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -288844.031250 Penalty: 3817.771973
	Iteration 38Q: 3 clusters Score -288844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -288858.937500 Penalty: 3817.771973
	Iteration 39Q: 3 clusters Score -288858.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -288874.656250 Penalty: 3817.771973
	Iteration 40F: 3 clusters Score -288874.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -288883.500000 Penalty: 3817.771973
	Iteration 41Q: 3 clusters Score -288883.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -288887.187500 Penalty: 3817.771973
	Iteration 42Q: 3 clusters Score -288887.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -288889.625000 Penalty: 3817.771973
	Iteration 43Q: 3 clusters Score -288889.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -288889.625000 Penalty: 3817.771973
	Iteration 44F: 3 clusters Score -288889.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Entering Unmasked Estep 
Score: -1855731.000000 Penalty: 2372.624756
	Iteration 0F: 2 clusters Score -1855731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1845356.625000 Penalty: 4745.249512
	Iteration 0F: 3 clusters Score -1845357 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1848621.875000 Penalty: 4745.249512
	Iteration 1F: 3 clusters Score -1848622 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1848961.625000 Penalty: 4745.249512
	Iteration 2F: 3 clusters Score -1848962 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1849198.000000 Penalty: 4745.249512
	Iteration 3Q: 3 clusters Score -1849198 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1849424.875000 Penalty: 4745.249512
	Iteration 4Q: 3 clusters Score -1849425 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1849619.750000 Penalty: 4745.249512
	Iteration 5Q: 3 clusters Score -1849620 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1849780.000000 Penalty: 4745.249512
	Iteration 6Q: 3 clusters Score -1849780 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1849949.875000 Penalty: 4745.249512
	Iteration 7Q: 3 clusters Score -1849950 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1850124.875000 Penalty: 4745.249512
	Iteration 8Q: 3 clusters Score -1850125 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1850301.625000 Penalty: 4745.249512
	Iteration 9Q: 3 clusters Score -1850302 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1850463.000000 Penalty: 4745.249512
	Iteration 10Q: 3 clusters Score -1850463 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1850652.500000 Penalty: 4745.249512
	Iteration 11Q: 3 clusters Score -1850652 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1850865.500000 Penalty: 4745.249512
	Iteration 12Q: 3 clusters Score -1850866 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1851066.750000 Penalty: 4745.249512
	Iteration 13Q: 3 clusters Score -1851067 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1851280.000000 Penalty: 4745.249512
	Iteration 14Q: 3 clusters Score -1851280 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1851508.250000 Penalty: 4745.249512
	Iteration 15Q: 3 clusters Score -1851508 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1851737.500000 Penalty: 4745.249512
	Iteration 16Q: 3 clusters Score -1851738 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1851960.375000 Penalty: 4745.249512
	Iteration 17Q: 3 clusters Score -1851960 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1852182.125000 Penalty: 4745.249512
	Iteration 18Q: 3 clusters Score -1852182 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1852394.500000 Penalty: 4745.249512
	Iteration 19Q: 3 clusters Score -1852394 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1852607.000000 Penalty: 4745.249512
	Iteration 20F: 3 clusters Score -1852607 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1852789.750000 Penalty: 4745.249512
	Iteration 21Q: 3 clusters Score -1852790 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1852960.125000 Penalty: 4745.249512
	Iteration 22Q: 3 clusters Score -1852960 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1853117.125000 Penalty: 4745.249512
	Iteration 23Q: 3 clusters Score -1853117 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1853257.875000 Penalty: 4745.249512
	Iteration 24Q: 3 clusters Score -1853258 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1853401.000000 Penalty: 4745.249512
	Iteration 25Q: 3 clusters Score -1853401 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1853502.000000 Penalty: 4745.249512
	Iteration 26Q: 3 clusters Score -1853502 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1853568.375000 Penalty: 4745.249512
	Iteration 27Q: 3 clusters Score -1853568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1853616.625000 Penalty: 4745.249512
	Iteration 28Q: 3 clusters Score -1853617 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1853664.125000 Penalty: 4745.249512
	Iteration 29Q: 3 clusters Score -1853664 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1853699.750000 Penalty: 4745.249512
	Iteration 30Q: 3 clusters Score -1853700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1853725.750000 Penalty: 4745.249512
	Iteration 31Q: 3 clusters Score -1853726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1853740.625000 Penalty: 4745.249512
	Iteration 32Q: 3 clusters Score -1853741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1853752.000000 Penalty: 4745.249512
	Iteration 33Q: 3 clusters Score -1853752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1853758.625000 Penalty: 4745.249512
	Iteration 34Q: 3 clusters Score -1853759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1853774.750000 Penalty: 4745.249512
	Iteration 35Q: 3 clusters Score -1853775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1853783.875000 Penalty: 4745.249512
	Iteration 36Q: 3 clusters Score -1853784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1853795.875000 Penalty: 4745.249512
	Iteration 37Q: 3 clusters Score -1853796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1853804.125000 Penalty: 4745.249512
	Iteration 38Q: 3 clusters Score -1853804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1853811.750000 Penalty: 4745.249512
	Iteration 39Q: 3 clusters Score -1853812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1853821.750000 Penalty: 4745.249512
	Iteration 40F: 3 clusters Score -1853822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1853822.375000 Penalty: 4745.249512
	Iteration 41Q: 3 clusters Score -1853822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1853821.250000 Penalty: 4745.249512
	Iteration 42Q: 3 clusters Score -1853821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1853821.375000 Penalty: 4745.249512
	Iteration 43Q: 3 clusters Score -1853821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1853824.875000 Penalty: 4745.249512
	Iteration 44Q: 3 clusters Score -1853825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1853826.250000 Penalty: 4745.249512
	Iteration 45Q: 3 clusters Score -1853826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1853832.750000 Penalty: 4745.249512
	Iteration 46Q: 3 clusters Score -1853833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1853838.625000 Penalty: 4745.249512
	Iteration 47Q: 3 clusters Score -1853839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1853840.500000 Penalty: 4745.249512
	Iteration 48Q: 3 clusters Score -1853840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1853843.500000 Penalty: 4745.249512
	Iteration 49Q: 3 clusters Score -1853844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1853843.500000 Penalty: 4745.249512
	Iteration 50F: 3 clusters Score -1853844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Entering Unmasked Estep 
Score: -4068691.250000 Penalty: 2563.420654
	Iteration 0F: 2 clusters Score -4068691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -4047540.500000 Penalty: 5126.841309
	Iteration 0F: 3 clusters Score -4047540 nChanged 13921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -4054952.500000 Penalty: 5126.841309
	Iteration 1F: 3 clusters Score -4054952 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -4055428.000000 Penalty: 5126.841309
	Iteration 2Q: 3 clusters Score -4055428 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -4055836.750000 Penalty: 5126.841309
	Iteration 3Q: 3 clusters Score -4055837 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -4056214.750000 Penalty: 5126.841309
	Iteration 4Q: 3 clusters Score -4056215 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -4056604.250000 Penalty: 5126.841309
	Iteration 5Q: 3 clusters Score -4056604 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -4057015.750000 Penalty: 5126.841309
	Iteration 6Q: 3 clusters Score -4057016 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -4057420.000000 Penalty: 5126.841309
	Iteration 7Q: 3 clusters Score -4057420 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -4058004.000000 Penalty: 5126.841309
	Iteration 8Q: 3 clusters Score -4058004 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -4058703.500000 Penalty: 5126.841309
	Iteration 9Q: 3 clusters Score -4058704 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -4059692.250000 Penalty: 5126.841309
	Iteration 10F: 3 clusters Score -4059692 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -4060977.750000 Penalty: 5126.841309
	Iteration 11F: 3 clusters Score -4060978 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -4062386.750000 Penalty: 5126.841309
	Iteration 12F: 3 clusters Score -4062387 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -4063675.750000 Penalty: 5126.841309
	Iteration 13F: 3 clusters Score -4063676 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -4064700.500000 Penalty: 5126.841309
	Iteration 14Q: 3 clusters Score -4064700 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4065383.000000 Penalty: 5126.841309
	Iteration 15Q: 3 clusters Score -4065383 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4065792.500000 Penalty: 5126.841309
	Iteration 16Q: 3 clusters Score -4065792 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4066040.750000 Penalty: 5126.841309
	Iteration 17Q: 3 clusters Score -4066041 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4066233.750000 Penalty: 5126.841309
	Iteration 18Q: 3 clusters Score -4066234 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4066347.750000 Penalty: 5126.841309
	Iteration 19Q: 3 clusters Score -4066348 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4066440.750000 Penalty: 5126.841309
	Iteration 20F: 3 clusters Score -4066441 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4066507.750000 Penalty: 5126.841309
	Iteration 21Q: 3 clusters Score -4066508 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4066548.250000 Penalty: 5126.841309
	Iteration 22Q: 3 clusters Score -4066548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4066580.750000 Penalty: 5126.841309
	Iteration 23Q: 3 clusters Score -4066581 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4066595.750000 Penalty: 5126.841309
	Iteration 24Q: 3 clusters Score -4066596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4066621.750000 Penalty: 5126.841309
	Iteration 25Q: 3 clusters Score -4066622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4066638.250000 Penalty: 5126.841309
	Iteration 26Q: 3 clusters Score -4066638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4066647.500000 Penalty: 5126.841309
	Iteration 27Q: 3 clusters Score -4066648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4066658.250000 Penalty: 5126.841309
	Iteration 28Q: 3 clusters Score -4066658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4066660.500000 Penalty: 5126.841309
	Iteration 29Q: 3 clusters Score -4066660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4066663.000000 Penalty: 5126.841309
	Iteration 30Q: 3 clusters Score -4066663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4066667.500000 Penalty: 5126.841309
	Iteration 31Q: 3 clusters Score -4066668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4066669.500000 Penalty: 5126.841309
	Iteration 32Q: 3 clusters Score -4066670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4066670.250000 Penalty: 5126.841309
	Iteration 33Q: 3 clusters Score -4066670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4066670.750000 Penalty: 5126.841309
	Iteration 34Q: 3 clusters Score -4066671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4066674.250000 Penalty: 5126.841309
	Iteration 35Q: 3 clusters Score -4066674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4066674.250000 Penalty: 5126.841309
	Iteration 36Q: 3 clusters Score -4066674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4066674.750000 Penalty: 5126.841309
	Iteration 37Q: 3 clusters Score -4066675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4066678.750000 Penalty: 5126.841309
	Iteration 38Q: 3 clusters Score -4066679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4066686.500000 Penalty: 5126.841309
	Iteration 39Q: 3 clusters Score -4066686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4066683.500000 Penalty: 5126.841309
	Iteration 40F: 3 clusters Score -4066684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4066690.250000 Penalty: 5126.841309
	Iteration 41Q: 3 clusters Score -4066690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4066691.500000 Penalty: 5126.841309
	Iteration 42Q: 3 clusters Score -4066692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4066690.500000 Penalty: 5126.841309
	Iteration 43Q: 3 clusters Score -4066690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4066695.000000 Penalty: 5126.841309
	Iteration 44Q: 3 clusters Score -4066695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4066696.500000 Penalty: 5126.841309
	Iteration 45Q: 3 clusters Score -4066696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4066700.000000 Penalty: 5126.841309
	Iteration 46Q: 3 clusters Score -4066700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4066705.000000 Penalty: 5126.841309
	Iteration 47Q: 3 clusters Score -4066705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4066705.500000 Penalty: 5126.841309
	Iteration 48Q: 3 clusters Score -4066706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4066705.500000 Penalty: 5126.841309
	Iteration 49F: 3 clusters Score -4066706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Entering Unmasked Estep 
Score: -614433.937500 Penalty: 2095.702148
	Iteration 0F: 2 clusters Score -614433.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -610124.187500 Penalty: 4191.404297
	Iteration 0F: 3 clusters Score -610124.2 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -611198.062500 Penalty: 4191.404297
	Iteration 1F: 3 clusters Score -611198.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -611499.625000 Penalty: 4191.404297
	Iteration 2F: 3 clusters Score -611499.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -611742.437500 Penalty: 4191.404297
	Iteration 3F: 3 clusters Score -611742.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -611932.687500 Penalty: 4191.404297
	Iteration 4Q: 3 clusters Score -611932.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -612094.625000 Penalty: 4191.404297
	Iteration 5Q: 3 clusters Score -612094.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -612250.125000 Penalty: 4191.404297
	Iteration 6Q: 3 clusters Score -612250.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -612396.562500 Penalty: 4191.404297
	Iteration 7Q: 3 clusters Score -612396.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -612525.812500 Penalty: 4191.404297
	Iteration 8Q: 3 clusters Score -612525.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -612649.125000 Penalty: 4191.404297
	Iteration 9Q: 3 clusters Score -612649.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -612790.750000 Penalty: 4191.404297
	Iteration 10Q: 3 clusters Score -612790.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -612904.812500 Penalty: 4191.404297
	Iteration 11Q: 3 clusters Score -612904.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -612983.937500 Penalty: 4191.404297
	Iteration 12Q: 3 clusters Score -612983.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -613033.750000 Penalty: 4191.404297
	Iteration 13Q: 3 clusters Score -613033.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -613063.875000 Penalty: 4191.404297
	Iteration 14Q: 3 clusters Score -613063.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -613085.812500 Penalty: 4191.404297
	Iteration 15Q: 3 clusters Score -613085.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -613097.625000 Penalty: 4191.404297
	Iteration 16Q: 3 clusters Score -613097.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -613105.625000 Penalty: 4191.404297
	Iteration 17Q: 3 clusters Score -613105.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -613109.187500 Penalty: 4191.404297
	Iteration 18Q: 3 clusters Score -613109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -613112.187500 Penalty: 4191.404297
	Iteration 19Q: 3 clusters Score -613112.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -613113.875000 Penalty: 4191.404297
	Iteration 20F: 3 clusters Score -613113.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -613116.500000 Penalty: 4191.404297
	Iteration 21Q: 3 clusters Score -613116.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -613115.812500 Penalty: 4191.404297
	Iteration 22Q: 3 clusters Score -613115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -613117.250000 Penalty: 4191.404297
	Iteration 23Q: 3 clusters Score -613117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -613116.687500 Penalty: 4191.404297
	Iteration 24Q: 3 clusters Score -613116.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -613116.250000 Penalty: 4191.404297
	Iteration 25Q: 3 clusters Score -613116.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -613116.250000 Penalty: 4191.404297
	Iteration 26F: 3 clusters Score -613116.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Entering Unmasked Estep 
Score: -1358455.125000 Penalty: 2310.759766
	Iteration 0F: 2 clusters Score -1358455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1350089.000000 Penalty: 4621.519531
	Iteration 0F: 3 clusters Score -1350089 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1352866.750000 Penalty: 4621.519531
	Iteration 1F: 3 clusters Score -1352867 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1353727.250000 Penalty: 4621.519531
	Iteration 2F: 3 clusters Score -1353727 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1354713.125000 Penalty: 4621.519531
	Iteration 3F: 3 clusters Score -1354713 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1355649.875000 Penalty: 4621.519531
	Iteration 4F: 3 clusters Score -1355650 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1356350.875000 Penalty: 4621.519531
	Iteration 5F: 3 clusters Score -1356351 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1357006.875000 Penalty: 4621.519531
	Iteration 6F: 3 clusters Score -1357007 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1357510.125000 Penalty: 4621.519531
	Iteration 7F: 3 clusters Score -1357510 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1357839.000000 Penalty: 4621.519531
	Iteration 8Q: 3 clusters Score -1357839 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1358035.000000 Penalty: 4621.519531
	Iteration 9Q: 3 clusters Score -1358035 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1358159.875000 Penalty: 4621.519531
	Iteration 10Q: 3 clusters Score -1358160 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1358267.125000 Penalty: 4621.519531
	Iteration 11Q: 3 clusters Score -1358267 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1358404.750000 Penalty: 4621.519531
	Iteration 12Q: 3 clusters Score -1358405 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1358592.500000 Penalty: 4621.519531
	Iteration 13Q: 3 clusters Score -1358592 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1358795.500000 Penalty: 4621.519531
	Iteration 14Q: 3 clusters Score -1358796 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1358899.125000 Penalty: 4621.519531
	Iteration 15Q: 3 clusters Score -1358899 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1358948.875000 Penalty: 4621.519531
	Iteration 16Q: 3 clusters Score -1358949 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1358985.250000 Penalty: 4621.519531
	Iteration 17Q: 3 clusters Score -1358985 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1359010.250000 Penalty: 4621.519531
	Iteration 18Q: 3 clusters Score -1359010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1359016.125000 Penalty: 4621.519531
	Iteration 19Q: 3 clusters Score -1359016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1359031.250000 Penalty: 4621.519531
	Iteration 20F: 3 clusters Score -1359031 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1359035.500000 Penalty: 4621.519531
	Iteration 21Q: 3 clusters Score -1359036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1359041.875000 Penalty: 4621.519531
	Iteration 22Q: 3 clusters Score -1359042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1359049.875000 Penalty: 4621.519531
	Iteration 23Q: 3 clusters Score -1359050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1359052.125000 Penalty: 4621.519531
	Iteration 24Q: 3 clusters Score -1359052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1359054.125000 Penalty: 4621.519531
	Iteration 25Q: 3 clusters Score -1359054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1359057.125000 Penalty: 4621.519531
	Iteration 26Q: 3 clusters Score -1359057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1359058.250000 Penalty: 4621.519531
	Iteration 27Q: 3 clusters Score -1359058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1359059.000000 Penalty: 4621.519531
	Iteration 28Q: 3 clusters Score -1359059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1359059.875000 Penalty: 4621.519531
	Iteration 29Q: 3 clusters Score -1359060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1359061.625000 Penalty: 4621.519531
	Iteration 30Q: 3 clusters Score -1359062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1359061.250000 Penalty: 4621.519531
	Iteration 31Q: 3 clusters Score -1359061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1359062.625000 Penalty: 4621.519531
	Iteration 32Q: 3 clusters Score -1359063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1359061.500000 Penalty: 4621.519531
	Iteration 33Q: 3 clusters Score -1359062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1359061.500000 Penalty: 4621.519531
	Iteration 34F: 3 clusters Score -1359062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108049 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 44452 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 3539 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 7593 members 
Entering Unmasked Estep 
Score: -73856632.000000 Penalty: 118472.648438
Splitting cluster 18 changes total score from -73857000.000000 to -73856632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (10013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Entering Unmasked Estep 
Score: -1280369.500000 Penalty: 2284.486572
	Iteration 0F: 2 clusters Score -1280370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1272715.250000 Penalty: 4568.973145
	Iteration 0F: 3 clusters Score -1272715 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1275085.000000 Penalty: 4568.973145
	Iteration 1F: 3 clusters Score -1275085 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1275505.750000 Penalty: 4568.973145
	Iteration 2F: 3 clusters Score -1275506 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1275833.875000 Penalty: 4568.973145
	Iteration 3F: 3 clusters Score -1275834 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1276157.750000 Penalty: 4568.973145
	Iteration 4F: 3 clusters Score -1276158 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1276495.750000 Penalty: 4568.973145
	Iteration 5Q: 3 clusters Score -1276496 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1276822.500000 Penalty: 4568.973145
	Iteration 6Q: 3 clusters Score -1276822 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1277157.250000 Penalty: 4568.973145
	Iteration 7Q: 3 clusters Score -1277157 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1277517.875000 Penalty: 4568.973145
	Iteration 8Q: 3 clusters Score -1277518 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1277880.625000 Penalty: 4568.973145
	Iteration 9Q: 3 clusters Score -1277881 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1278286.500000 Penalty: 4568.973145
	Iteration 10Q: 3 clusters Score -1278286 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1278697.250000 Penalty: 4568.973145
	Iteration 11Q: 3 clusters Score -1278697 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1279129.375000 Penalty: 4568.973145
	Iteration 12Q: 3 clusters Score -1279129 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1279537.125000 Penalty: 4568.973145
	Iteration 13Q: 3 clusters Score -1279537 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1279880.375000 Penalty: 4568.973145
	Iteration 14Q: 3 clusters Score -1279880 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1280217.000000 Penalty: 4568.973145
	Iteration 15Q: 3 clusters Score -1280217 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1280447.000000 Penalty: 4568.973145
	Iteration 16Q: 3 clusters Score -1280447 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1280624.875000 Penalty: 4568.973145
	Iteration 17Q: 3 clusters Score -1280625 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1280763.375000 Penalty: 4568.973145
	Iteration 18Q: 3 clusters Score -1280763 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1280886.375000 Penalty: 4568.973145
	Iteration 19Q: 3 clusters Score -1280886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1280929.500000 Penalty: 4568.973145
	Iteration 20F: 3 clusters Score -1280930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1280942.000000 Penalty: 4568.973145
	Iteration 21Q: 3 clusters Score -1280942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1280948.875000 Penalty: 4568.973145
	Iteration 22Q: 3 clusters Score -1280949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1280952.375000 Penalty: 4568.973145
	Iteration 23Q: 3 clusters Score -1280952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1280954.625000 Penalty: 4568.973145
	Iteration 24Q: 3 clusters Score -1280955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1280953.875000 Penalty: 4568.973145
	Iteration 25Q: 3 clusters Score -1280954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1280953.875000 Penalty: 4568.973145
	Iteration 26F: 3 clusters Score -1280954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108049 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 44452 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 8615 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 1398 members 
Entering Unmasked Estep 
Score: -73856592.000000 Penalty: 118472.648438
Splitting cluster 19 changes total score from -73857000.000000 to -73856592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (22910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Entering Unmasked Estep 
Score: -2946980.500000 Penalty: 2489.753418
	Iteration 0F: 2 clusters Score -2946980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2931025.750000 Penalty: 4979.506836
	Iteration 0F: 3 clusters Score -2931026 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2936386.250000 Penalty: 4979.506836
	Iteration 1F: 3 clusters Score -2936386 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2936845.500000 Penalty: 4979.506836
	Iteration 2F: 3 clusters Score -2936846 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2937323.750000 Penalty: 4979.506836
	Iteration 3Q: 3 clusters Score -2937324 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2937798.500000 Penalty: 4979.506836
	Iteration 4Q: 3 clusters Score -2937798 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2938452.500000 Penalty: 4979.506836
	Iteration 5Q: 3 clusters Score -2938452 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2939340.500000 Penalty: 4979.506836
	Iteration 6F: 3 clusters Score -2939340 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2940338.000000 Penalty: 4979.506836
	Iteration 7F: 3 clusters Score -2940338 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2941285.250000 Penalty: 4979.506836
	Iteration 8F: 3 clusters Score -2941285 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2941996.500000 Penalty: 4979.506836
	Iteration 9F: 3 clusters Score -2941996 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2942437.500000 Penalty: 4979.506836
	Iteration 10Q: 3 clusters Score -2942438 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2942701.500000 Penalty: 4979.506836
	Iteration 11Q: 3 clusters Score -2942702 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2942861.000000 Penalty: 4979.506836
	Iteration 12Q: 3 clusters Score -2942861 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2942999.000000 Penalty: 4979.506836
	Iteration 13Q: 3 clusters Score -2942999 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2943106.250000 Penalty: 4979.506836
	Iteration 14Q: 3 clusters Score -2943106 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2943151.000000 Penalty: 4979.506836
	Iteration 15Q: 3 clusters Score -2943151 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2943183.000000 Penalty: 4979.506836
	Iteration 16Q: 3 clusters Score -2943183 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2943215.500000 Penalty: 4979.506836
	Iteration 17Q: 3 clusters Score -2943216 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2943243.000000 Penalty: 4979.506836
	Iteration 18Q: 3 clusters Score -2943243 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2943264.500000 Penalty: 4979.506836
	Iteration 19Q: 3 clusters Score -2943264 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2943276.000000 Penalty: 4979.506836
	Iteration 20F: 3 clusters Score -2943276 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2943277.000000 Penalty: 4979.506836
	Iteration 21Q: 3 clusters Score -2943277 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2943289.250000 Penalty: 4979.506836
	Iteration 22Q: 3 clusters Score -2943289 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2943295.750000 Penalty: 4979.506836
	Iteration 23Q: 3 clusters Score -2943296 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2943313.250000 Penalty: 4979.506836
	Iteration 24Q: 3 clusters Score -2943313 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2943330.500000 Penalty: 4979.506836
	Iteration 25Q: 3 clusters Score -2943330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2943333.250000 Penalty: 4979.506836
	Iteration 26Q: 3 clusters Score -2943333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2943336.250000 Penalty: 4979.506836
	Iteration 27Q: 3 clusters Score -2943336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2943335.500000 Penalty: 4979.506836
	Iteration 28Q: 3 clusters Score -2943336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2943335.750000 Penalty: 4979.506836
	Iteration 29Q: 3 clusters Score -2943336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2943333.000000 Penalty: 4979.506836
	Iteration 30Q: 3 clusters Score -2943333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2943332.500000 Penalty: 4979.506836
	Iteration 31Q: 3 clusters Score -2943332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2943333.500000 Penalty: 4979.506836
	Iteration 32Q: 3 clusters Score -2943334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2943325.000000 Penalty: 4979.506836
	Iteration 33Q: 3 clusters Score -2943325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2943331.250000 Penalty: 4979.506836
	Iteration 34Q: 3 clusters Score -2943331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2943335.500000 Penalty: 4979.506836
	Iteration 35Q: 3 clusters Score -2943336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2943336.250000 Penalty: 4979.506836
	Iteration 36Q: 3 clusters Score -2943336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2943336.500000 Penalty: 4979.506836
	Iteration 37Q: 3 clusters Score -2943336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2943336.750000 Penalty: 4979.506836
	Iteration 38Q: 3 clusters Score -2943337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2943341.750000 Penalty: 4979.506836
	Iteration 39Q: 3 clusters Score -2943342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2943353.750000 Penalty: 4979.506836
	Iteration 40F: 3 clusters Score -2943354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2943355.750000 Penalty: 4979.506836
	Iteration 41Q: 3 clusters Score -2943356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2943355.750000 Penalty: 4979.506836
	Iteration 42Q: 3 clusters Score -2943356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2943365.500000 Penalty: 4979.506836
	Iteration 43Q: 3 clusters Score -2943366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2943363.500000 Penalty: 4979.506836
	Iteration 44Q: 3 clusters Score -2943364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2943362.750000 Penalty: 4979.506836
	Iteration 45Q: 3 clusters Score -2943363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2943366.000000 Penalty: 4979.506836
	Iteration 46Q: 3 clusters Score -2943366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2943359.750000 Penalty: 4979.506836
	Iteration 47Q: 3 clusters Score -2943360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2943370.250000 Penalty: 4979.506836
	Iteration 48Q: 3 clusters Score -2943370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2943368.000000 Penalty: 4979.506836
	Iteration 49Q: 3 clusters Score -2943368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2943370.000000 Penalty: 4979.506836
	Iteration 50Q: 3 clusters Score -2943370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2943359.500000 Penalty: 4979.506836
	Iteration 51Q: 3 clusters Score -2943360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2943363.000000 Penalty: 4979.506836
	Iteration 52Q: 3 clusters Score -2943363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2943367.500000 Penalty: 4979.506836
	Iteration 53Q: 3 clusters Score -2943368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2943367.750000 Penalty: 4979.506836
	Iteration 54Q: 3 clusters Score -2943368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2943368.000000 Penalty: 4979.506836
	Iteration 55Q: 3 clusters Score -2943368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2943376.250000 Penalty: 4979.506836
	Iteration 56Q: 3 clusters Score -2943376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2943375.500000 Penalty: 4979.506836
	Iteration 57Q: 3 clusters Score -2943376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2943383.000000 Penalty: 4979.506836
	Iteration 58Q: 3 clusters Score -2943383 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2943382.250000 Penalty: 4979.506836
	Iteration 59Q: 3 clusters Score -2943382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2943380.500000 Penalty: 4979.506836
	Iteration 60F: 3 clusters Score -2943380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2943371.000000 Penalty: 4979.506836
	Iteration 61Q: 3 clusters Score -2943371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2943378.000000 Penalty: 4979.506836
	Iteration 62Q: 3 clusters Score -2943378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2943382.250000 Penalty: 4979.506836
	Iteration 63Q: 3 clusters Score -2943382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2943380.750000 Penalty: 4979.506836
	Iteration 64Q: 3 clusters Score -2943381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2943383.500000 Penalty: 4979.506836
	Iteration 65Q: 3 clusters Score -2943384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2943390.250000 Penalty: 4979.506836
	Iteration 66Q: 3 clusters Score -2943390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2943391.750000 Penalty: 4979.506836
	Iteration 67Q: 3 clusters Score -2943392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2943394.000000 Penalty: 4979.506836
	Iteration 68Q: 3 clusters Score -2943394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2943394.250000 Penalty: 4979.506836
	Iteration 69Q: 3 clusters Score -2943394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2943393.000000 Penalty: 4979.506836
	Iteration 70Q: 3 clusters Score -2943393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2943399.000000 Penalty: 4979.506836
	Iteration 71Q: 3 clusters Score -2943399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2943397.250000 Penalty: 4979.506836
	Iteration 72Q: 3 clusters Score -2943397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2943400.500000 Penalty: 4979.506836
	Iteration 73Q: 3 clusters Score -2943400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2943405.250000 Penalty: 4979.506836
	Iteration 74Q: 3 clusters Score -2943405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2943405.750000 Penalty: 4979.506836
	Iteration 75Q: 3 clusters Score -2943406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2943411.250000 Penalty: 4979.506836
	Iteration 76Q: 3 clusters Score -2943411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2943405.250000 Penalty: 4979.506836
	Iteration 77Q: 3 clusters Score -2943405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2943405.250000 Penalty: 4979.506836
	Iteration 78Q: 3 clusters Score -2943405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2943410.500000 Penalty: 4979.506836
	Iteration 79Q: 3 clusters Score -2943410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2943405.500000 Penalty: 4979.506836
	Iteration 80F: 3 clusters Score -2943406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2943403.250000 Penalty: 4979.506836
	Iteration 81Q: 3 clusters Score -2943403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2943407.750000 Penalty: 4979.506836
	Iteration 82Q: 3 clusters Score -2943408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2943404.750000 Penalty: 4979.506836
	Iteration 83Q: 3 clusters Score -2943405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2943407.750000 Penalty: 4979.506836
	Iteration 84Q: 3 clusters Score -2943408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2943408.500000 Penalty: 4979.506836
	Iteration 85Q: 3 clusters Score -2943408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2943407.750000 Penalty: 4979.506836
	Iteration 86Q: 3 clusters Score -2943408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2943408.750000 Penalty: 4979.506836
	Iteration 87Q: 3 clusters Score -2943409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2943408.750000 Penalty: 4979.506836
	Iteration 88Q: 3 clusters Score -2943409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2943406.250000 Penalty: 4979.506836
	Iteration 89Q: 3 clusters Score -2943406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2943406.000000 Penalty: 4979.506836
	Iteration 90Q: 3 clusters Score -2943406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2943406.000000 Penalty: 4979.506836
	Iteration 91F: 3 clusters Score -2943406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Entering Unmasked Estep 
Score: -1043565.875000 Penalty: 2246.125244
	Iteration 0F: 2 clusters Score -1043566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1036816.375000 Penalty: 4492.250488
	Iteration 0F: 3 clusters Score -1036816 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1038849.250000 Penalty: 4492.250488
	Iteration 1F: 3 clusters Score -1038849 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1039483.312500 Penalty: 4492.250488
	Iteration 2F: 3 clusters Score -1039483 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1040171.750000 Penalty: 4492.250488
	Iteration 3F: 3 clusters Score -1040172 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1040763.437500 Penalty: 4492.250488
	Iteration 4F: 3 clusters Score -1040763 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1041146.312500 Penalty: 4492.250488
	Iteration 5F: 3 clusters Score -1041146 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1041423.437500 Penalty: 4492.250488
	Iteration 6F: 3 clusters Score -1041423 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1041627.187500 Penalty: 4492.250488
	Iteration 7Q: 3 clusters Score -1041627 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1041791.875000 Penalty: 4492.250488
	Iteration 8Q: 3 clusters Score -1041792 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1041918.312500 Penalty: 4492.250488
	Iteration 9Q: 3 clusters Score -1041918 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1042013.125000 Penalty: 4492.250488
	Iteration 10Q: 3 clusters Score -1042013 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1042112.000000 Penalty: 4492.250488
	Iteration 11Q: 3 clusters Score -1042112 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1042218.250000 Penalty: 4492.250488
	Iteration 12Q: 3 clusters Score -1042218 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1042324.812500 Penalty: 4492.250488
	Iteration 13Q: 3 clusters Score -1042325 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1042423.937500 Penalty: 4492.250488
	Iteration 14Q: 3 clusters Score -1042424 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1042499.562500 Penalty: 4492.250488
	Iteration 15Q: 3 clusters Score -1042500 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1042553.437500 Penalty: 4492.250488
	Iteration 16Q: 3 clusters Score -1042553 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1042581.625000 Penalty: 4492.250488
	Iteration 17Q: 3 clusters Score -1042582 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1042605.750000 Penalty: 4492.250488
	Iteration 18Q: 3 clusters Score -1042606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1042641.187500 Penalty: 4492.250488
	Iteration 19Q: 3 clusters Score -1042641 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1042665.062500 Penalty: 4492.250488
	Iteration 20F: 3 clusters Score -1042665 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1042710.562500 Penalty: 4492.250488
	Iteration 21Q: 3 clusters Score -1042711 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1042742.562500 Penalty: 4492.250488
	Iteration 22Q: 3 clusters Score -1042743 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1042770.125000 Penalty: 4492.250488
	Iteration 23Q: 3 clusters Score -1042770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1042794.625000 Penalty: 4492.250488
	Iteration 24Q: 3 clusters Score -1042795 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1042814.000000 Penalty: 4492.250488
	Iteration 25Q: 3 clusters Score -1042814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1042826.437500 Penalty: 4492.250488
	Iteration 26Q: 3 clusters Score -1042826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1042844.125000 Penalty: 4492.250488
	Iteration 27Q: 3 clusters Score -1042844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1042862.750000 Penalty: 4492.250488
	Iteration 28Q: 3 clusters Score -1042863 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1042897.750000 Penalty: 4492.250488
	Iteration 29Q: 3 clusters Score -1042898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1042929.375000 Penalty: 4492.250488
	Iteration 30Q: 3 clusters Score -1042929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1042957.812500 Penalty: 4492.250488
	Iteration 31Q: 3 clusters Score -1042958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1042981.875000 Penalty: 4492.250488
	Iteration 32Q: 3 clusters Score -1042982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1042996.750000 Penalty: 4492.250488
	Iteration 33Q: 3 clusters Score -1042997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1043003.312500 Penalty: 4492.250488
	Iteration 34Q: 3 clusters Score -1043003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1043003.937500 Penalty: 4492.250488
	Iteration 35Q: 3 clusters Score -1043004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1043005.687500 Penalty: 4492.250488
	Iteration 36Q: 3 clusters Score -1043006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1043007.500000 Penalty: 4492.250488
	Iteration 37Q: 3 clusters Score -1043008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1043008.187500 Penalty: 4492.250488
	Iteration 38Q: 3 clusters Score -1043008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1043007.312500 Penalty: 4492.250488
	Iteration 39Q: 3 clusters Score -1043007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1043007.312500 Penalty: 4492.250488
	Iteration 40F: 3 clusters Score -1043007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Entering Unmasked Estep 
Score: -302178.062500 Penalty: 1924.066772
	Iteration 0F: 2 clusters Score -302178.1 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 1122 members 
Entering Unmasked Estep 
Score: -299350.781250 Penalty: 3848.133545
	Iteration 0F: 3 clusters Score -299350.8 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -299830.343750 Penalty: 3848.133545
	Iteration 1F: 3 clusters Score -299830.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -299970.718750 Penalty: 3848.133545
	Iteration 2F: 3 clusters Score -299970.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -300067.625000 Penalty: 3848.133545
	Iteration 3Q: 3 clusters Score -300067.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -300131.750000 Penalty: 3848.133545
	Iteration 4Q: 3 clusters Score -300131.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -300179.281250 Penalty: 3848.133545
	Iteration 5Q: 3 clusters Score -300179.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -300220.312500 Penalty: 3848.133545
	Iteration 6Q: 3 clusters Score -300220.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -300246.718750 Penalty: 3848.133545
	Iteration 7Q: 3 clusters Score -300246.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -300266.343750 Penalty: 3848.133545
	Iteration 8Q: 3 clusters Score -300266.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -300275.125000 Penalty: 3848.133545
	Iteration 9Q: 3 clusters Score -300275.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -300281.687500 Penalty: 3848.133545
	Iteration 10Q: 3 clusters Score -300281.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -300287.031250 Penalty: 3848.133545
	Iteration 11Q: 3 clusters Score -300287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -300290.437500 Penalty: 3848.133545
	Iteration 12Q: 3 clusters Score -300290.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -300293.468750 Penalty: 3848.133545
	Iteration 13Q: 3 clusters Score -300293.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -300296.406250 Penalty: 3848.133545
	Iteration 14Q: 3 clusters Score -300296.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -300302.437500 Penalty: 3848.133545
	Iteration 15Q: 3 clusters Score -300302.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -300306.375000 Penalty: 3848.133545
	Iteration 16Q: 3 clusters Score -300306.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -300312.468750 Penalty: 3848.133545
	Iteration 17Q: 3 clusters Score -300312.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -300317.187500 Penalty: 3848.133545
	Iteration 18Q: 3 clusters Score -300317.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -300322.375000 Penalty: 3848.133545
	Iteration 19Q: 3 clusters Score -300322.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -300330.656250 Penalty: 3848.133545
	Iteration 20F: 3 clusters Score -300330.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -300336.312500 Penalty: 3848.133545
	Iteration 21Q: 3 clusters Score -300336.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -300343.906250 Penalty: 3848.133545
	Iteration 22Q: 3 clusters Score -300343.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -300359.093750 Penalty: 3848.133545
	Iteration 23Q: 3 clusters Score -300359.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -300373.250000 Penalty: 3848.133545
	Iteration 24Q: 3 clusters Score -300373.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -300383.468750 Penalty: 3848.133545
	Iteration 25Q: 3 clusters Score -300383.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -300393.531250 Penalty: 3848.133545
	Iteration 26Q: 3 clusters Score -300393.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -300400.000000 Penalty: 3848.133545
	Iteration 27Q: 3 clusters Score -300400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -300407.375000 Penalty: 3848.133545
	Iteration 28Q: 3 clusters Score -300407.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -300410.656250 Penalty: 3848.133545
	Iteration 29Q: 3 clusters Score -300410.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -300415.125000 Penalty: 3848.133545
	Iteration 30Q: 3 clusters Score -300415.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -300421.031250 Penalty: 3848.133545
	Iteration 31Q: 3 clusters Score -300421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -300425.343750 Penalty: 3848.133545
	Iteration 32Q: 3 clusters Score -300425.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -300430.343750 Penalty: 3848.133545
	Iteration 33Q: 3 clusters Score -300430.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -300434.875000 Penalty: 3848.133545
	Iteration 34Q: 3 clusters Score -300434.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -300439.781250 Penalty: 3848.133545
	Iteration 35Q: 3 clusters Score -300439.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -300443.906250 Penalty: 3848.133545
	Iteration 36Q: 3 clusters Score -300443.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -300456.031250 Penalty: 3848.133545
	Iteration 37Q: 3 clusters Score -300456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -300467.218750 Penalty: 3848.133545
	Iteration 38Q: 3 clusters Score -300467.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -300478.500000 Penalty: 3848.133545
	Iteration 39Q: 3 clusters Score -300478.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -300487.500000 Penalty: 3848.133545
	Iteration 40F: 3 clusters Score -300487.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -300499.062500 Penalty: 3848.133545
	Iteration 41Q: 3 clusters Score -300499.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -300508.000000 Penalty: 3848.133545
	Iteration 42Q: 3 clusters Score -300508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -300514.093750 Penalty: 3848.133545
	Iteration 43Q: 3 clusters Score -300514.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -300522.000000 Penalty: 3848.133545
	Iteration 44Q: 3 clusters Score -300522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -300531.406250 Penalty: 3848.133545
	Iteration 45Q: 3 clusters Score -300531.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -300544.062500 Penalty: 3848.133545
	Iteration 46Q: 3 clusters Score -300544.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -300553.968750 Penalty: 3848.133545
	Iteration 47Q: 3 clusters Score -300554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -300562.406250 Penalty: 3848.133545
	Iteration 48Q: 3 clusters Score -300562.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -300565.562500 Penalty: 3848.133545
	Iteration 49Q: 3 clusters Score -300565.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -300571.656250 Penalty: 3848.133545
	Iteration 50Q: 3 clusters Score -300571.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -300573.375000 Penalty: 3848.133545
	Iteration 51Q: 3 clusters Score -300573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -300573.656250 Penalty: 3848.133545
	Iteration 52Q: 3 clusters Score -300573.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -300573.656250 Penalty: 3848.133545
	Iteration 53F: 3 clusters Score -300573.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Entering Unmasked Estep 
Score: -2605393.500000 Penalty: 2457.178223
	Iteration 0F: 2 clusters Score -2605394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2591218.250000 Penalty: 4914.356445
	Iteration 0F: 3 clusters Score -2591218 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2596097.250000 Penalty: 4914.356445
	Iteration 1F: 3 clusters Score -2596097 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2596458.000000 Penalty: 4914.356445
	Iteration 2F: 3 clusters Score -2596458 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2596795.000000 Penalty: 4914.356445
	Iteration 3Q: 3 clusters Score -2596795 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2597081.500000 Penalty: 4914.356445
	Iteration 4Q: 3 clusters Score -2597082 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2597345.250000 Penalty: 4914.356445
	Iteration 5Q: 3 clusters Score -2597345 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2597617.750000 Penalty: 4914.356445
	Iteration 6Q: 3 clusters Score -2597618 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2597945.500000 Penalty: 4914.356445
	Iteration 7Q: 3 clusters Score -2597946 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2598331.000000 Penalty: 4914.356445
	Iteration 8Q: 3 clusters Score -2598331 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2598798.750000 Penalty: 4914.356445
	Iteration 9Q: 3 clusters Score -2598799 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2599236.000000 Penalty: 4914.356445
	Iteration 10Q: 3 clusters Score -2599236 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2599684.500000 Penalty: 4914.356445
	Iteration 11Q: 3 clusters Score -2599684 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2600065.750000 Penalty: 4914.356445
	Iteration 12Q: 3 clusters Score -2600066 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2600463.500000 Penalty: 4914.356445
	Iteration 13Q: 3 clusters Score -2600464 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2600900.750000 Penalty: 4914.356445
	Iteration 14Q: 3 clusters Score -2600901 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2601304.000000 Penalty: 4914.356445
	Iteration 15Q: 3 clusters Score -2601304 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2601706.750000 Penalty: 4914.356445
	Iteration 16Q: 3 clusters Score -2601707 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2602050.250000 Penalty: 4914.356445
	Iteration 17Q: 3 clusters Score -2602050 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2602347.500000 Penalty: 4914.356445
	Iteration 18Q: 3 clusters Score -2602348 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2602577.500000 Penalty: 4914.356445
	Iteration 19Q: 3 clusters Score -2602578 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2602765.750000 Penalty: 4914.356445
	Iteration 20F: 3 clusters Score -2602766 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2602891.750000 Penalty: 4914.356445
	Iteration 21Q: 3 clusters Score -2602892 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2602975.000000 Penalty: 4914.356445
	Iteration 22Q: 3 clusters Score -2602975 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2603041.750000 Penalty: 4914.356445
	Iteration 23Q: 3 clusters Score -2603042 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2603086.250000 Penalty: 4914.356445
	Iteration 24Q: 3 clusters Score -2603086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2603131.750000 Penalty: 4914.356445
	Iteration 25Q: 3 clusters Score -2603132 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2603167.500000 Penalty: 4914.356445
	Iteration 26Q: 3 clusters Score -2603168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2603198.750000 Penalty: 4914.356445
	Iteration 27Q: 3 clusters Score -2603199 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2603249.750000 Penalty: 4914.356445
	Iteration 28Q: 3 clusters Score -2603250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2603275.250000 Penalty: 4914.356445
	Iteration 29Q: 3 clusters Score -2603275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2603293.750000 Penalty: 4914.356445
	Iteration 30Q: 3 clusters Score -2603294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2603302.250000 Penalty: 4914.356445
	Iteration 31Q: 3 clusters Score -2603302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2603307.250000 Penalty: 4914.356445
	Iteration 32Q: 3 clusters Score -2603307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2603318.000000 Penalty: 4914.356445
	Iteration 33Q: 3 clusters Score -2603318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2603326.500000 Penalty: 4914.356445
	Iteration 34Q: 3 clusters Score -2603326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2603340.500000 Penalty: 4914.356445
	Iteration 35Q: 3 clusters Score -2603340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2603348.500000 Penalty: 4914.356445
	Iteration 36Q: 3 clusters Score -2603348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2603354.250000 Penalty: 4914.356445
	Iteration 37Q: 3 clusters Score -2603354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2603361.250000 Penalty: 4914.356445
	Iteration 38Q: 3 clusters Score -2603361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2603360.250000 Penalty: 4914.356445
	Iteration 39Q: 3 clusters Score -2603360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2603364.250000 Penalty: 4914.356445
	Iteration 40F: 3 clusters Score -2603364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2603364.250000 Penalty: 4914.356445
	Iteration 41Q: 3 clusters Score -2603364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2603368.000000 Penalty: 4914.356445
	Iteration 42Q: 3 clusters Score -2603368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2603368.500000 Penalty: 4914.356445
	Iteration 43Q: 3 clusters Score -2603368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2603368.500000 Penalty: 4914.356445
	Iteration 44F: 3 clusters Score -2603368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -102801.734375 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -102801.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101022.023438 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -101022 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -101449.218750 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -101449.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -101639.476562 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -101639.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101777.765625 Penalty: 3362.841309
	Iteration 3F: 3 clusters Score -101777.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -101881.750000 Penalty: 3362.841309
	Iteration 4Q: 3 clusters Score -101881.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102002.718750 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -102002.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102108.890625 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -102108.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -102176.359375 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -102176.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102272.320312 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -102272.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -102512.570312 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -102512.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -102730.765625 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -102730.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102758.375000 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -102758.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -102829.140625 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -102829.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -102839.046875 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -102839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -102842.539062 Penalty: 3362.841309
	Iteration 14Q: 3 clusters Score -102842.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -102843.890625 Penalty: 3362.841309
	Iteration 15Q: 3 clusters Score -102843.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -102844.445312 Penalty: 3362.841309
	Iteration 16Q: 3 clusters Score -102844.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -102844.445312 Penalty: 3362.841309
	Iteration 17F: 3 clusters Score -102844.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108049 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 44452 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 419 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 461 members 
Entering Unmasked Estep 
Score: -73855464.000000 Penalty: 118472.648438
Splitting cluster 24 changes total score from -73857000.000000 to -73855464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -50611.875000 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -50611.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49411.031250 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -49411.03 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49672.242188 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -49672.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49728.367188 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -49728.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49745.070312 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -49745.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49756.214844 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -49756.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49762.089844 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -49762.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49766.300781 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -49766.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49769.359375 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -49769.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49771.046875 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -49771.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -49774.914062 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -49774.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49779.066406 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -49779.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49780.722656 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -49780.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49783.859375 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -49783.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49794.632812 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -49794.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49797.367188 Penalty: 3020.166260
	Iteration 14Q: 3 clusters Score -49797.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49798.109375 Penalty: 3020.166260
	Iteration 15Q: 3 clusters Score -49798.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49798.109375 Penalty: 3020.166260
	Iteration 16F: 3 clusters Score -49798.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Entering Unmasked Estep 
Score: -3490023.000000 Penalty: 2527.877686
	Iteration 0F: 2 clusters Score -3490023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -3471690.250000 Penalty: 5055.755371
	Iteration 0F: 3 clusters Score -3471690 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3478497.250000 Penalty: 5055.755371
	Iteration 1F: 3 clusters Score -3478497 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3479206.000000 Penalty: 5055.755371
	Iteration 2F: 3 clusters Score -3479206 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3479928.500000 Penalty: 5055.755371
	Iteration 3F: 3 clusters Score -3479928 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3480649.000000 Penalty: 5055.755371
	Iteration 4F: 3 clusters Score -3480649 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3481268.750000 Penalty: 5055.755371
	Iteration 5Q: 3 clusters Score -3481269 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3481837.500000 Penalty: 5055.755371
	Iteration 6Q: 3 clusters Score -3481838 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3482348.000000 Penalty: 5055.755371
	Iteration 7Q: 3 clusters Score -3482348 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3482793.000000 Penalty: 5055.755371
	Iteration 8Q: 3 clusters Score -3482793 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3483258.750000 Penalty: 5055.755371
	Iteration 9Q: 3 clusters Score -3483259 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3483788.250000 Penalty: 5055.755371
	Iteration 10Q: 3 clusters Score -3483788 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3484338.000000 Penalty: 5055.755371
	Iteration 11Q: 3 clusters Score -3484338 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3484887.500000 Penalty: 5055.755371
	Iteration 12Q: 3 clusters Score -3484888 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -3485453.750000 Penalty: 5055.755371
	Iteration 13Q: 3 clusters Score -3485454 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3485973.250000 Penalty: 5055.755371
	Iteration 14Q: 3 clusters Score -3485973 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -3486424.000000 Penalty: 5055.755371
	Iteration 15Q: 3 clusters Score -3486424 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3486804.500000 Penalty: 5055.755371
	Iteration 16Q: 3 clusters Score -3486804 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -3487143.250000 Penalty: 5055.755371
	Iteration 17Q: 3 clusters Score -3487143 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -3487422.750000 Penalty: 5055.755371
	Iteration 18Q: 3 clusters Score -3487423 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3487708.250000 Penalty: 5055.755371
	Iteration 19Q: 3 clusters Score -3487708 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -3488009.250000 Penalty: 5055.755371
	Iteration 20F: 3 clusters Score -3488009 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -3488314.250000 Penalty: 5055.755371
	Iteration 21Q: 3 clusters Score -3488314 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -3488595.750000 Penalty: 5055.755371
	Iteration 22Q: 3 clusters Score -3488596 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -3488874.750000 Penalty: 5055.755371
	Iteration 23Q: 3 clusters Score -3488875 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -3489139.500000 Penalty: 5055.755371
	Iteration 24Q: 3 clusters Score -3489140 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -3489389.500000 Penalty: 5055.755371
	Iteration 25Q: 3 clusters Score -3489390 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3489473.500000 Penalty: 5055.755371
	Iteration 26Q: 3 clusters Score -3489474 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -3489536.000000 Penalty: 5055.755371
	Iteration 27Q: 3 clusters Score -3489536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3489552.750000 Penalty: 5055.755371
	Iteration 28Q: 3 clusters Score -3489553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3489562.750000 Penalty: 5055.755371
	Iteration 29Q: 3 clusters Score -3489563 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -3489583.750000 Penalty: 5055.755371
	Iteration 30Q: 3 clusters Score -3489584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3489580.000000 Penalty: 5055.755371
	Iteration 31Q: 3 clusters Score -3489580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -3489587.000000 Penalty: 5055.755371
	Iteration 32Q: 3 clusters Score -3489587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3489588.750000 Penalty: 5055.755371
	Iteration 33Q: 3 clusters Score -3489589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3489592.250000 Penalty: 5055.755371
	Iteration 34Q: 3 clusters Score -3489592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -3489600.750000 Penalty: 5055.755371
	Iteration 35Q: 3 clusters Score -3489601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -3489600.250000 Penalty: 5055.755371
	Iteration 36Q: 3 clusters Score -3489600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -3489598.250000 Penalty: 5055.755371
	Iteration 37Q: 3 clusters Score -3489598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3489600.500000 Penalty: 5055.755371
	Iteration 38Q: 3 clusters Score -3489600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -3489597.750000 Penalty: 5055.755371
	Iteration 39Q: 3 clusters Score -3489598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -3489604.250000 Penalty: 5055.755371
	Iteration 40F: 3 clusters Score -3489604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3489604.500000 Penalty: 5055.755371
	Iteration 41Q: 3 clusters Score -3489604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3489604.500000 Penalty: 5055.755371
	Iteration 42F: 3 clusters Score -3489604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Entering Unmasked Estep 
Score: -613553.125000 Penalty: 2098.286865
	Iteration 0F: 2 clusters Score -613553.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -609202.937500 Penalty: 4196.573730
	Iteration 0F: 3 clusters Score -609202.9 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -610238.312500 Penalty: 4196.573730
	Iteration 1F: 3 clusters Score -610238.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -610456.937500 Penalty: 4196.573730
	Iteration 2F: 3 clusters Score -610456.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -610562.937500 Penalty: 4196.573730
	Iteration 3Q: 3 clusters Score -610562.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -610632.500000 Penalty: 4196.573730
	Iteration 4Q: 3 clusters Score -610632.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -610677.187500 Penalty: 4196.573730
	Iteration 5Q: 3 clusters Score -610677.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -610702.187500 Penalty: 4196.573730
	Iteration 6Q: 3 clusters Score -610702.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -610725.250000 Penalty: 4196.573730
	Iteration 7Q: 3 clusters Score -610725.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -610747.187500 Penalty: 4196.573730
	Iteration 8Q: 3 clusters Score -610747.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -610759.625000 Penalty: 4196.573730
	Iteration 9Q: 3 clusters Score -610759.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -610772.812500 Penalty: 4196.573730
	Iteration 10Q: 3 clusters Score -610772.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -610784.375000 Penalty: 4196.573730
	Iteration 11Q: 3 clusters Score -610784.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -610793.750000 Penalty: 4196.573730
	Iteration 12Q: 3 clusters Score -610793.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -610801.062500 Penalty: 4196.573730
	Iteration 13Q: 3 clusters Score -610801.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -610811.812500 Penalty: 4196.573730
	Iteration 14Q: 3 clusters Score -610811.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -610822.000000 Penalty: 4196.573730
	Iteration 15Q: 3 clusters Score -610822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -610828.312500 Penalty: 4196.573730
	Iteration 16Q: 3 clusters Score -610828.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -610832.625000 Penalty: 4196.573730
	Iteration 17Q: 3 clusters Score -610832.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -610839.312500 Penalty: 4196.573730
	Iteration 18Q: 3 clusters Score -610839.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -610843.625000 Penalty: 4196.573730
	Iteration 19Q: 3 clusters Score -610843.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -610849.375000 Penalty: 4196.573730
	Iteration 20F: 3 clusters Score -610849.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -610854.875000 Penalty: 4196.573730
	Iteration 21Q: 3 clusters Score -610854.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -610857.937500 Penalty: 4196.573730
	Iteration 22Q: 3 clusters Score -610857.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -610860.812500 Penalty: 4196.573730
	Iteration 23Q: 3 clusters Score -610860.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -610864.625000 Penalty: 4196.573730
	Iteration 24Q: 3 clusters Score -610864.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -610869.375000 Penalty: 4196.573730
	Iteration 25Q: 3 clusters Score -610869.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -610872.625000 Penalty: 4196.573730
	Iteration 26Q: 3 clusters Score -610872.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -610876.562500 Penalty: 4196.573730
	Iteration 27Q: 3 clusters Score -610876.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -610883.187500 Penalty: 4196.573730
	Iteration 28Q: 3 clusters Score -610883.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -610893.187500 Penalty: 4196.573730
	Iteration 29Q: 3 clusters Score -610893.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -610903.625000 Penalty: 4196.573730
	Iteration 30Q: 3 clusters Score -610903.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -610912.437500 Penalty: 4196.573730
	Iteration 31Q: 3 clusters Score -610912.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -610919.375000 Penalty: 4196.573730
	Iteration 32Q: 3 clusters Score -610919.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -610926.375000 Penalty: 4196.573730
	Iteration 33Q: 3 clusters Score -610926.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -610931.500000 Penalty: 4196.573730
	Iteration 34Q: 3 clusters Score -610931.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -610937.875000 Penalty: 4196.573730
	Iteration 35Q: 3 clusters Score -610937.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -610945.750000 Penalty: 4196.573730
	Iteration 36Q: 3 clusters Score -610945.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -610954.562500 Penalty: 4196.573730
	Iteration 37Q: 3 clusters Score -610954.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -610964.250000 Penalty: 4196.573730
	Iteration 38Q: 3 clusters Score -610964.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -610978.062500 Penalty: 4196.573730
	Iteration 39Q: 3 clusters Score -610978.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -610986.250000 Penalty: 4196.573730
	Iteration 40F: 3 clusters Score -610986.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -610991.812500 Penalty: 4196.573730
	Iteration 41Q: 3 clusters Score -610991.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -610997.875000 Penalty: 4196.573730
	Iteration 42Q: 3 clusters Score -610997.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -611006.062500 Penalty: 4196.573730
	Iteration 43Q: 3 clusters Score -611006.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -611020.000000 Penalty: 4196.573730
	Iteration 44Q: 3 clusters Score -611020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -611029.000000 Penalty: 4196.573730
	Iteration 45Q: 3 clusters Score -611029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -611038.875000 Penalty: 4196.573730
	Iteration 46Q: 3 clusters Score -611038.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -611051.062500 Penalty: 4196.573730
	Iteration 47Q: 3 clusters Score -611051.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -611060.187500 Penalty: 4196.573730
	Iteration 48Q: 3 clusters Score -611060.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -611070.125000 Penalty: 4196.573730
	Iteration 49Q: 3 clusters Score -611070.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -611078.562500 Penalty: 4196.573730
	Iteration 50Q: 3 clusters Score -611078.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -611089.812500 Penalty: 4196.573730
	Iteration 51Q: 3 clusters Score -611089.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -611104.000000 Penalty: 4196.573730
	Iteration 52Q: 3 clusters Score -611104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -611114.750000 Penalty: 4196.573730
	Iteration 53Q: 3 clusters Score -611114.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -611131.062500 Penalty: 4196.573730
	Iteration 54Q: 3 clusters Score -611131.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -611146.750000 Penalty: 4196.573730
	Iteration 55Q: 3 clusters Score -611146.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -611159.562500 Penalty: 4196.573730
	Iteration 56Q: 3 clusters Score -611159.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -611171.187500 Penalty: 4196.573730
	Iteration 57Q: 3 clusters Score -611171.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -611186.187500 Penalty: 4196.573730
	Iteration 58Q: 3 clusters Score -611186.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -611202.375000 Penalty: 4196.573730
	Iteration 59Q: 3 clusters Score -611202.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -611222.562500 Penalty: 4196.573730
	Iteration 60F: 3 clusters Score -611222.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -611242.062500 Penalty: 4196.573730
	Iteration 61Q: 3 clusters Score -611242.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -611258.187500 Penalty: 4196.573730
	Iteration 62Q: 3 clusters Score -611258.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -611282.187500 Penalty: 4196.573730
	Iteration 63Q: 3 clusters Score -611282.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -611313.062500 Penalty: 4196.573730
	Iteration 64Q: 3 clusters Score -611313.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -611342.250000 Penalty: 4196.573730
	Iteration 65Q: 3 clusters Score -611342.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -611375.187500 Penalty: 4196.573730
	Iteration 66Q: 3 clusters Score -611375.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -611402.812500 Penalty: 4196.573730
	Iteration 67Q: 3 clusters Score -611402.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -611432.187500 Penalty: 4196.573730
	Iteration 68Q: 3 clusters Score -611432.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -611459.687500 Penalty: 4196.573730
	Iteration 69Q: 3 clusters Score -611459.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -611490.125000 Penalty: 4196.573730
	Iteration 70Q: 3 clusters Score -611490.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -611517.187500 Penalty: 4196.573730
	Iteration 71Q: 3 clusters Score -611517.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -611542.187500 Penalty: 4196.573730
	Iteration 72Q: 3 clusters Score -611542.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -611566.500000 Penalty: 4196.573730
	Iteration 73Q: 3 clusters Score -611566.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -611580.312500 Penalty: 4196.573730
	Iteration 74Q: 3 clusters Score -611580.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -611595.875000 Penalty: 4196.573730
	Iteration 75Q: 3 clusters Score -611595.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -611606.875000 Penalty: 4196.573730
	Iteration 76Q: 3 clusters Score -611606.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -611616.312500 Penalty: 4196.573730
	Iteration 77Q: 3 clusters Score -611616.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -611626.000000 Penalty: 4196.573730
	Iteration 78Q: 3 clusters Score -611626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -611632.687500 Penalty: 4196.573730
	Iteration 79Q: 3 clusters Score -611632.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -611638.562500 Penalty: 4196.573730
	Iteration 80F: 3 clusters Score -611638.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -611643.625000 Penalty: 4196.573730
	Iteration 81Q: 3 clusters Score -611643.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -611648.125000 Penalty: 4196.573730
	Iteration 82Q: 3 clusters Score -611648.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -611648.750000 Penalty: 4196.573730
	Iteration 83Q: 3 clusters Score -611648.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -611652.000000 Penalty: 4196.573730
	Iteration 84Q: 3 clusters Score -611652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -611652.000000 Penalty: 4196.573730
	Iteration 85F: 3 clusters Score -611652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (125972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125972 members 
Entering Unmasked Estep 
Score: -16594271.000000 Penalty: 2912.466064
	Iteration 0F: 2 clusters Score -1.659427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -16510318.000000 Penalty: 5824.932129
	Iteration 0F: 3 clusters Score -1.651032e+07 nChanged 59738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64789 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -16544822.000000 Penalty: 5824.932129
	Iteration 1F: 3 clusters Score -1.654482e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65903 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
Score: -16546057.000000 Penalty: 5824.932129
	Iteration 2Q: 3 clusters Score -1.654606e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67613 members 
Mstep: Class 2 contains 58359 members 
Entering Unmasked Estep 
Score: -16547621.000000 Penalty: 5824.932129
	Iteration 3Q: 3 clusters Score -1.654762e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70251 members 
Mstep: Class 2 contains 55721 members 
Entering Unmasked Estep 
Score: -16549606.000000 Penalty: 5824.932129
	Iteration 4Q: 3 clusters Score -1.654961e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -16552587.000000 Penalty: 5824.932129
	Iteration 5Q: 3 clusters Score -1.655259e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78733 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -16556433.000000 Penalty: 5824.932129
	Iteration 6F: 3 clusters Score -1.655643e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84445 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -16561250.000000 Penalty: 5824.932129
	Iteration 7F: 3 clusters Score -1.656125e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90623 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -16566234.000000 Penalty: 5824.932129
	Iteration 8F: 3 clusters Score -1.656623e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -16570711.000000 Penalty: 5824.932129
	Iteration 9F: 3 clusters Score -1.657071e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102397 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -16574803.000000 Penalty: 5824.932129
	Iteration 10Q: 3 clusters Score -1.65748e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107455 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -16578681.000000 Penalty: 5824.932129
	Iteration 11Q: 3 clusters Score -1.657868e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112012 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -16582175.000000 Penalty: 5824.932129
	Iteration 12Q: 3 clusters Score -1.658218e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115771 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -16584790.000000 Penalty: 5824.932129
	Iteration 13Q: 3 clusters Score -1.658479e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118757 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -16587184.000000 Penalty: 5824.932129
	Iteration 14Q: 3 clusters Score -1.658718e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121030 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -16588849.000000 Penalty: 5824.932129
	Iteration 15Q: 3 clusters Score -1.658885e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122643 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -16590031.000000 Penalty: 5824.932129
	Iteration 16Q: 3 clusters Score -1.659003e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123680 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -16590734.000000 Penalty: 5824.932129
	Iteration 17Q: 3 clusters Score -1.659073e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124279 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -16591151.000000 Penalty: 5824.932129
	Iteration 18Q: 3 clusters Score -1.659115e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124616 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -16591423.000000 Penalty: 5824.932129
	Iteration 19Q: 3 clusters Score -1.659142e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124820 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -16591557.000000 Penalty: 5824.932129
	Iteration 20F: 3 clusters Score -1.659156e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124948 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -16591682.000000 Penalty: 5824.932129
	Iteration 21Q: 3 clusters Score -1.659168e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125045 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -16591775.000000 Penalty: 5824.932129
	Iteration 22Q: 3 clusters Score -1.659178e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125107 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -16591828.000000 Penalty: 5824.932129
	Iteration 23Q: 3 clusters Score -1.659183e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125148 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -16591842.000000 Penalty: 5824.932129
	Iteration 24Q: 3 clusters Score -1.659184e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125176 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -16591829.000000 Penalty: 5824.932129
	Iteration 25Q: 3 clusters Score -1.659183e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125195 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -16591834.000000 Penalty: 5824.932129
	Iteration 26Q: 3 clusters Score -1.659183e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125218 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -16591851.000000 Penalty: 5824.932129
	Iteration 27Q: 3 clusters Score -1.659185e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125235 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -16591867.000000 Penalty: 5824.932129
	Iteration 28Q: 3 clusters Score -1.659187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125241 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -16591874.000000 Penalty: 5824.932129
	Iteration 29Q: 3 clusters Score -1.659187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125248 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -16591875.000000 Penalty: 5824.932129
	Iteration 30Q: 3 clusters Score -1.659188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125251 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -16591876.000000 Penalty: 5824.932129
	Iteration 31Q: 3 clusters Score -1.659188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125252 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -16591880.000000 Penalty: 5824.932129
	Iteration 32Q: 3 clusters Score -1.659188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125254 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -16591875.000000 Penalty: 5824.932129
	Iteration 33Q: 3 clusters Score -1.659188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125258 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -16591879.000000 Penalty: 5824.932129
	Iteration 34Q: 3 clusters Score -1.659188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125262 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -16591891.000000 Penalty: 5824.932129
	Iteration 35Q: 3 clusters Score -1.659189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125266 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -16591886.000000 Penalty: 5824.932129
	Iteration 36Q: 3 clusters Score -1.659189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125270 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -16591891.000000 Penalty: 5824.932129
	Iteration 37Q: 3 clusters Score -1.659189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125272 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -16591896.000000 Penalty: 5824.932129
	Iteration 38Q: 3 clusters Score -1.65919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125275 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -16591893.000000 Penalty: 5824.932129
	Iteration 39Q: 3 clusters Score -1.659189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125278 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -16591891.000000 Penalty: 5824.932129
	Iteration 40F: 3 clusters Score -1.659189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125280 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -16591900.000000 Penalty: 5824.932129
	Iteration 41Q: 3 clusters Score -1.65919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125285 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -16591907.000000 Penalty: 5824.932129
	Iteration 42Q: 3 clusters Score -1.659191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125288 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -16591910.000000 Penalty: 5824.932129
	Iteration 43Q: 3 clusters Score -1.659191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125291 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -16591910.000000 Penalty: 5824.932129
	Iteration 44Q: 3 clusters Score -1.659191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125294 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -16591901.000000 Penalty: 5824.932129
	Iteration 45Q: 3 clusters Score -1.65919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125295 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -16591898.000000 Penalty: 5824.932129
	Iteration 46Q: 3 clusters Score -1.65919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125296 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -16591889.000000 Penalty: 5824.932129
	Iteration 47Q: 3 clusters Score -1.659189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125296 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -16591889.000000 Penalty: 5824.932129
	Iteration 48F: 3 clusters Score -1.659189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Entering Unmasked Estep 
Score: -730297.187500 Penalty: 2139.437744
	Iteration 0F: 2 clusters Score -730297.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -725444.500000 Penalty: 4278.875488
	Iteration 0F: 3 clusters Score -725444.5 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -726694.375000 Penalty: 4278.875488
	Iteration 1F: 3 clusters Score -726694.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -727020.312500 Penalty: 4278.875488
	Iteration 2F: 3 clusters Score -727020.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -727256.187500 Penalty: 4278.875488
	Iteration 3F: 3 clusters Score -727256.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -727458.187500 Penalty: 4278.875488
	Iteration 4F: 3 clusters Score -727458.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -727603.500000 Penalty: 4278.875488
	Iteration 5Q: 3 clusters Score -727603.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -727716.437500 Penalty: 4278.875488
	Iteration 6Q: 3 clusters Score -727716.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -727805.937500 Penalty: 4278.875488
	Iteration 7Q: 3 clusters Score -727805.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -727894.687500 Penalty: 4278.875488
	Iteration 8Q: 3 clusters Score -727894.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -727960.312500 Penalty: 4278.875488
	Iteration 9Q: 3 clusters Score -727960.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -728026.250000 Penalty: 4278.875488
	Iteration 10Q: 3 clusters Score -728026.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -728077.437500 Penalty: 4278.875488
	Iteration 11Q: 3 clusters Score -728077.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -728119.875000 Penalty: 4278.875488
	Iteration 12Q: 3 clusters Score -728119.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -728152.500000 Penalty: 4278.875488
	Iteration 13Q: 3 clusters Score -728152.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -728190.000000 Penalty: 4278.875488
	Iteration 14Q: 3 clusters Score -728190 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -728217.312500 Penalty: 4278.875488
	Iteration 15Q: 3 clusters Score -728217.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -728233.250000 Penalty: 4278.875488
	Iteration 16Q: 3 clusters Score -728233.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -728250.687500 Penalty: 4278.875488
	Iteration 17Q: 3 clusters Score -728250.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -728262.000000 Penalty: 4278.875488
	Iteration 18Q: 3 clusters Score -728262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -728271.687500 Penalty: 4278.875488
	Iteration 19Q: 3 clusters Score -728271.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -728279.000000 Penalty: 4278.875488
	Iteration 20F: 3 clusters Score -728279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -728289.437500 Penalty: 4278.875488
	Iteration 21Q: 3 clusters Score -728289.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -728297.312500 Penalty: 4278.875488
	Iteration 22Q: 3 clusters Score -728297.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -728308.500000 Penalty: 4278.875488
	Iteration 23Q: 3 clusters Score -728308.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -728315.375000 Penalty: 4278.875488
	Iteration 24Q: 3 clusters Score -728315.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -728317.562500 Penalty: 4278.875488
	Iteration 25Q: 3 clusters Score -728317.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -728322.687500 Penalty: 4278.875488
	Iteration 26Q: 3 clusters Score -728322.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -728324.187500 Penalty: 4278.875488
	Iteration 27Q: 3 clusters Score -728324.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -728324.187500 Penalty: 4278.875488
	Iteration 28F: 3 clusters Score -728324.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -63338.250000 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -63338.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61794.769531 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -61794.77 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62034.644531 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -62034.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62191.484375 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -62191.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62266.816406 Penalty: 3127.912598
	Iteration 3Q: 3 clusters Score -62266.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62318.621094 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -62318.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62354.324219 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -62354.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -62449.308594 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -62449.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62538.535156 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -62538.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62601.507812 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -62601.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62643.187500 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -62643.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62663.617188 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -62663.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62696.980469 Penalty: 3127.912598
	Iteration 11Q: 3 clusters Score -62696.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62755.980469 Penalty: 3127.912598
	Iteration 12Q: 3 clusters Score -62755.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -62781.417969 Penalty: 3127.912598
	Iteration 13Q: 3 clusters Score -62781.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62792.675781 Penalty: 3127.912598
	Iteration 14Q: 3 clusters Score -62792.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -62805.386719 Penalty: 3127.912598
	Iteration 15Q: 3 clusters Score -62805.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62808.500000 Penalty: 3127.912598
	Iteration 16Q: 3 clusters Score -62808.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62816.062500 Penalty: 3127.912598
	Iteration 17Q: 3 clusters Score -62816.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62832.367188 Penalty: 3127.912598
	Iteration 18Q: 3 clusters Score -62832.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62893.699219 Penalty: 3127.912598
	Iteration 19Q: 3 clusters Score -62893.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63065.652344 Penalty: 3127.912598
	Iteration 20F: 3 clusters Score -63065.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63300.261719 Penalty: 3127.912598
	Iteration 21Q: 3 clusters Score -63300.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63300.261719 Penalty: 3127.912598
	Iteration 22F: 3 clusters Score -63300.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -82625.773438 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -82625.77 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 345 members 
Entering Unmasked Estep 
Score: -80958.937500 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -80958.94 nChanged 174
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: -81237.226562 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -81237.23 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -81450.937500 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -81450.94 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -81546.437500 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -81546.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -81599.554688 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -81599.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -81633.789062 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -81633.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -81651.101562 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -81651.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -81667.367188 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -81667.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -81682.921875 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -81682.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -81690.414062 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -81690.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -81692.945312 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -81692.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -81692.945312 Penalty: 3263.308594
	Iteration 11F: 3 clusters Score -81692.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -31740.554688 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -31740.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30584.132812 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -30584.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30918.015625 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -30918.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31126.470703 Penalty: 2861.087158
	Iteration 2F: 3 clusters Score -31126.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31216.078125 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -31216.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31274.562500 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -31274.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31327.560547 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -31327.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31368.289062 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -31368.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31376.425781 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -31376.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31379.281250 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -31379.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31389.595703 Penalty: 2861.087158
	Iteration 9F: 3 clusters Score -31389.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31493.138672 Penalty: 2861.087158
	Iteration 10Q: 3 clusters Score -31493.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31500.855469 Penalty: 2861.087158
	Iteration 11Q: 3 clusters Score -31500.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31500.855469 Penalty: 2861.087158
	Iteration 12F: 3 clusters Score -31500.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -52075.281250 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -52075.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50643.144531 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -50643.14 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -50781.644531 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -50781.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50818.585938 Penalty: 2999.496582
	Iteration 2Q: 3 clusters Score -50818.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50832.351562 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -50832.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50836.855469 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -50836.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50838.367188 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -50838.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50839.496094 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -50839.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50839.496094 Penalty: 2999.496582
	Iteration 7F: 3 clusters Score -50839.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -73642.117188 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -73642.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72032.953125 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -72032.95 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72334.710938 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -72334.71 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72534.734375 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -72534.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -72808.375000 Penalty: 3183.509033
	Iteration 3F: 3 clusters Score -72808.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -73150.437500 Penalty: 3183.509033
	Iteration 4F: 3 clusters Score -73150.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -73526.101562 Penalty: 3183.509033
	Iteration 5F: 3 clusters Score -73526.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -73699.062500 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -73699.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -73790.421875 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -73790.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -73835.289062 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -73835.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -73878.382812 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -73878.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -73895.578125 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -73895.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -73907.046875 Penalty: 3183.509033
	Iteration 11Q: 3 clusters Score -73907.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -73923.101562 Penalty: 3183.509033
	Iteration 12Q: 3 clusters Score -73923.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -73923.101562 Penalty: 3183.509033
	Iteration 13F: 3 clusters Score -73923.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108049 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 44452 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 449 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 164 members 
Entering Unmasked Estep 
Score: -73855744.000000 Penalty: 118472.648438
Splitting cluster 34 changes total score from -73857000.000000 to -73855744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -98631.031250 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -98631.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -96825.945312 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -96825.95 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -97245.976562 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -97245.98 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -97473.343750 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -97473.34 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -97650.390625 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -97650.39 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -97780.218750 Penalty: 3330.228516
	Iteration 4F: 3 clusters Score -97780.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -97941.757812 Penalty: 3330.228516
	Iteration 5F: 3 clusters Score -97941.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -98106.195312 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -98106.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -98249.648438 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -98249.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -98360.585938 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -98360.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -98426.164062 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -98426.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -98488.945312 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -98488.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98529.945312 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -98529.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -98549.484375 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -98549.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -98561.929688 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -98561.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -98571.960938 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -98571.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -98618.765625 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -98618.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -98651.492188 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -98651.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -98661.804688 Penalty: 3330.228516
	Iteration 17Q: 3 clusters Score -98661.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -98669.156250 Penalty: 3330.228516
	Iteration 18Q: 3 clusters Score -98669.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -98711.054688 Penalty: 3330.228516
	Iteration 19Q: 3 clusters Score -98711.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -98790.007812 Penalty: 3330.228516
	Iteration 20F: 3 clusters Score -98790.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -98927.687500 Penalty: 3330.228516
	Iteration 21Q: 3 clusters Score -98927.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -99109.742188 Penalty: 3330.228516
	Iteration 22Q: 3 clusters Score -99109.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -99200.773438 Penalty: 3330.228516
	Iteration 23Q: 3 clusters Score -99200.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -99212.734375 Penalty: 3330.228516
	Iteration 24Q: 3 clusters Score -99212.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -99223.515625 Penalty: 3330.228516
	Iteration 25Q: 3 clusters Score -99223.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -99242.046875 Penalty: 3330.228516
	Iteration 26Q: 3 clusters Score -99242.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -99268.289062 Penalty: 3330.228516
	Iteration 27Q: 3 clusters Score -99268.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -99296.195312 Penalty: 3330.228516
	Iteration 28Q: 3 clusters Score -99296.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -99335.304688 Penalty: 3330.228516
	Iteration 29Q: 3 clusters Score -99335.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -99363.445312 Penalty: 3330.228516
	Iteration 30Q: 3 clusters Score -99363.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -99374.546875 Penalty: 3330.228516
	Iteration 31Q: 3 clusters Score -99374.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -99385.039062 Penalty: 3330.228516
	Iteration 32Q: 3 clusters Score -99385.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99406.429688 Penalty: 3330.228516
	Iteration 33Q: 3 clusters Score -99406.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -99471.960938 Penalty: 3330.228516
	Iteration 34Q: 3 clusters Score -99471.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -99538.859375 Penalty: 3330.228516
	Iteration 35Q: 3 clusters Score -99538.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -99642.468750 Penalty: 3330.228516
	Iteration 36Q: 3 clusters Score -99642.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -99666.437500 Penalty: 3330.228516
	Iteration 37Q: 3 clusters Score -99666.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -99674.750000 Penalty: 3330.228516
	Iteration 38Q: 3 clusters Score -99674.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -99674.750000 Penalty: 3330.228516
	Iteration 39F: 3 clusters Score -99674.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108049 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 44452 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 391 members 
Mstep: Class 36 contains 433 members 
Entering Unmasked Estep 
Score: -73856440.000000 Penalty: 118472.648438
Splitting cluster 35 changes total score from -73857000.000000 to -73856440.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108049 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 44452 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857016.000000 Penalty: 115181.742188
Iteration 239Q: 36 clusters Score -7.385702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108040 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 44458 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857048.000000 Penalty: 115181.742188
Iteration 240F: 36 clusters Score -7.385705e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108031 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 44462 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857032.000000 Penalty: 115181.742188
Iteration 241Q: 36 clusters Score -7.385703e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108024 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2412 members 
Mstep: Class 7 contains 44463 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8579 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857016.000000 Penalty: 115181.742188
Iteration 242Q: 36 clusters Score -7.385702e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108016 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2417 members 
Mstep: Class 7 contains 44465 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857064.000000 Penalty: 115181.742188
Iteration 243Q: 36 clusters Score -7.385706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108013 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2412 members 
Mstep: Class 7 contains 44471 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857112.000000 Penalty: 115181.742188
Iteration 244Q: 36 clusters Score -7.385711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108008 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2417 members 
Mstep: Class 7 contains 44472 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11131 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857080.000000 Penalty: 115181.742188
Iteration 245Q: 36 clusters Score -7.385708e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 108002 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2417 members 
Mstep: Class 7 contains 44478 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11131 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857112.000000 Penalty: 115181.742188
Iteration 246Q: 36 clusters Score -7.385711e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107993 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2420 members 
Mstep: Class 7 contains 44484 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11131 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8583 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857112.000000 Penalty: 115181.742188
Iteration 247Q: 36 clusters Score -7.385711e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107983 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2429 members 
Mstep: Class 7 contains 44485 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11130 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8584 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4726 members 
Mstep: Class 28 contains 125972 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857096.000000 Penalty: 115181.742188
Iteration 248Q: 36 clusters Score -7.38571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107982 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2428 members 
Mstep: Class 7 contains 44490 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11129 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8584 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4725 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857144.000000 Penalty: 115181.742188
Iteration 249Q: 36 clusters Score -7.385714e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107974 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2435 members 
Mstep: Class 7 contains 44493 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11129 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8584 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4723 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857128.000000 Penalty: 115181.742188
Iteration 250Q: 36 clusters Score -7.385713e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107968 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2440 members 
Mstep: Class 7 contains 44496 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30833 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11129 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8584 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857096.000000 Penalty: 115181.742188
Iteration 251Q: 36 clusters Score -7.38571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107962 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2448 members 
Mstep: Class 7 contains 44494 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30833 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11129 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8584 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857160.000000 Penalty: 115181.742188
Iteration 252Q: 36 clusters Score -7.385716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107953 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2459 members 
Mstep: Class 7 contains 44491 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30833 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11129 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8585 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857192.000000 Penalty: 115181.742188
Iteration 253Q: 36 clusters Score -7.385719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107949 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2465 members 
Mstep: Class 7 contains 44487 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30834 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11129 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8586 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857160.000000 Penalty: 115181.742188
Iteration 254Q: 36 clusters Score -7.385716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107942 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2470 members 
Mstep: Class 7 contains 44486 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30836 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11129 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857128.000000 Penalty: 115181.742188
Iteration 255Q: 36 clusters Score -7.385713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107938 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 44486 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30836 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11129 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857160.000000 Penalty: 115181.742188
Iteration 256Q: 36 clusters Score -7.385716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107930 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2477 members 
Mstep: Class 7 contains 44491 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30836 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11129 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8587 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857128.000000 Penalty: 115181.742188
Iteration 257Q: 36 clusters Score -7.385713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107929 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2478 members 
Mstep: Class 7 contains 44492 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30836 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11127 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8588 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857128.000000 Penalty: 115181.742188
Iteration 258Q: 36 clusters Score -7.385713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107929 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 44492 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30836 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11125 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8589 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857096.000000 Penalty: 115181.742188
Iteration 259Q: 36 clusters Score -7.38571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107929 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 44491 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30836 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11125 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8590 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857080.000000 Penalty: 115181.742188
Iteration 260F: 36 clusters Score -7.385708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107929 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 44490 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30836 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11125 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857080.000000 Penalty: 115181.742188
Iteration 261Q: 36 clusters Score -7.385708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107928 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 44491 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30836 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11125 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857096.000000 Penalty: 115181.742188
Iteration 262Q: 36 clusters Score -7.38571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107928 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 44491 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30836 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11125 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857096.000000 Penalty: 115181.742188
Iteration 263F: 36 clusters Score -7.38571e+07 nChanged 0
Entering ConstructFrom: 
Score: -73857096.000000 Penalty: 115181.742188
Entering ConstructFrom: 
Trying to split cluster 1 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -296179.156250 Penalty: 1921.725098
	Iteration 0F: 2 clusters Score -296179.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -293350.125000 Penalty: 3843.450195
	Iteration 0F: 3 clusters Score -293350.1 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -294024.906250 Penalty: 3843.450195
	Iteration 1F: 3 clusters Score -294024.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -294278.531250 Penalty: 3843.450195
	Iteration 2F: 3 clusters Score -294278.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -294472.750000 Penalty: 3843.450195
	Iteration 3F: 3 clusters Score -294472.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -294615.656250 Penalty: 3843.450195
	Iteration 4F: 3 clusters Score -294615.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -294708.375000 Penalty: 3843.450195
	Iteration 5Q: 3 clusters Score -294708.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -294765.968750 Penalty: 3843.450195
	Iteration 6Q: 3 clusters Score -294766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -294808.593750 Penalty: 3843.450195
	Iteration 7Q: 3 clusters Score -294808.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -294855.125000 Penalty: 3843.450195
	Iteration 8Q: 3 clusters Score -294855.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -294891.687500 Penalty: 3843.450195
	Iteration 9Q: 3 clusters Score -294891.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -294916.593750 Penalty: 3843.450195
	Iteration 10Q: 3 clusters Score -294916.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -294931.906250 Penalty: 3843.450195
	Iteration 11Q: 3 clusters Score -294931.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -294942.375000 Penalty: 3843.450195
	Iteration 12Q: 3 clusters Score -294942.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -294945.812500 Penalty: 3843.450195
	Iteration 13Q: 3 clusters Score -294945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -294949.312500 Penalty: 3843.450195
	Iteration 14Q: 3 clusters Score -294949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -294950.593750 Penalty: 3843.450195
	Iteration 15Q: 3 clusters Score -294950.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -294951.218750 Penalty: 3843.450195
	Iteration 16Q: 3 clusters Score -294951.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -294951.562500 Penalty: 3843.450195
	Iteration 17Q: 3 clusters Score -294951.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -294953.187500 Penalty: 3843.450195
	Iteration 18Q: 3 clusters Score -294953.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -294955.000000 Penalty: 3843.450195
	Iteration 19Q: 3 clusters Score -294955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -294957.218750 Penalty: 3843.450195
	Iteration 20F: 3 clusters Score -294957.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -294959.718750 Penalty: 3843.450195
	Iteration 21Q: 3 clusters Score -294959.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -294963.875000 Penalty: 3843.450195
	Iteration 22Q: 3 clusters Score -294963.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -294967.531250 Penalty: 3843.450195
	Iteration 23Q: 3 clusters Score -294967.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -294972.812500 Penalty: 3843.450195
	Iteration 24Q: 3 clusters Score -294972.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -294978.031250 Penalty: 3843.450195
	Iteration 25Q: 3 clusters Score -294978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -294980.156250 Penalty: 3843.450195
	Iteration 26Q: 3 clusters Score -294980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -294981.031250 Penalty: 3843.450195
	Iteration 27Q: 3 clusters Score -294981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -294981.031250 Penalty: 3843.450195
	Iteration 28F: 3 clusters Score -294981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Entering Unmasked Estep 
Score: -1706438.625000 Penalty: 2369.269043
	Iteration 0F: 2 clusters Score -1706439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1696161.750000 Penalty: 4738.538086
	Iteration 0F: 3 clusters Score -1696162 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1699675.125000 Penalty: 4738.538086
	Iteration 1F: 3 clusters Score -1699675 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1700372.375000 Penalty: 4738.538086
	Iteration 2F: 3 clusters Score -1700372 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1701179.750000 Penalty: 4738.538086
	Iteration 3F: 3 clusters Score -1701180 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1701947.750000 Penalty: 4738.538086
	Iteration 4F: 3 clusters Score -1701948 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1702622.750000 Penalty: 4738.538086
	Iteration 5F: 3 clusters Score -1702623 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1703168.125000 Penalty: 4738.538086
	Iteration 6F: 3 clusters Score -1703168 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1703590.500000 Penalty: 4738.538086
	Iteration 7Q: 3 clusters Score -1703590 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1703880.750000 Penalty: 4738.538086
	Iteration 8Q: 3 clusters Score -1703881 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1704098.750000 Penalty: 4738.538086
	Iteration 9Q: 3 clusters Score -1704099 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1704235.625000 Penalty: 4738.538086
	Iteration 10Q: 3 clusters Score -1704236 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1704329.875000 Penalty: 4738.538086
	Iteration 11Q: 3 clusters Score -1704330 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1704400.500000 Penalty: 4738.538086
	Iteration 12Q: 3 clusters Score -1704400 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1704449.125000 Penalty: 4738.538086
	Iteration 13Q: 3 clusters Score -1704449 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1704488.875000 Penalty: 4738.538086
	Iteration 14Q: 3 clusters Score -1704489 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1704527.000000 Penalty: 4738.538086
	Iteration 15Q: 3 clusters Score -1704527 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1704559.125000 Penalty: 4738.538086
	Iteration 16Q: 3 clusters Score -1704559 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1704592.500000 Penalty: 4738.538086
	Iteration 17Q: 3 clusters Score -1704592 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1704632.875000 Penalty: 4738.538086
	Iteration 18Q: 3 clusters Score -1704633 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1704661.750000 Penalty: 4738.538086
	Iteration 19Q: 3 clusters Score -1704662 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1704691.875000 Penalty: 4738.538086
	Iteration 20F: 3 clusters Score -1704692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1704702.750000 Penalty: 4738.538086
	Iteration 21Q: 3 clusters Score -1704703 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1704738.875000 Penalty: 4738.538086
	Iteration 22Q: 3 clusters Score -1704739 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1704757.875000 Penalty: 4738.538086
	Iteration 23Q: 3 clusters Score -1704758 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1704776.375000 Penalty: 4738.538086
	Iteration 24Q: 3 clusters Score -1704776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1704802.000000 Penalty: 4738.538086
	Iteration 25Q: 3 clusters Score -1704802 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1704830.750000 Penalty: 4738.538086
	Iteration 26Q: 3 clusters Score -1704831 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1704857.750000 Penalty: 4738.538086
	Iteration 27Q: 3 clusters Score -1704858 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1704893.375000 Penalty: 4738.538086
	Iteration 28Q: 3 clusters Score -1704893 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1704921.875000 Penalty: 4738.538086
	Iteration 29Q: 3 clusters Score -1704922 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1704953.500000 Penalty: 4738.538086
	Iteration 30Q: 3 clusters Score -1704954 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1704979.625000 Penalty: 4738.538086
	Iteration 31Q: 3 clusters Score -1704980 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1704996.875000 Penalty: 4738.538086
	Iteration 32Q: 3 clusters Score -1704997 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1705020.875000 Penalty: 4738.538086
	Iteration 33Q: 3 clusters Score -1705021 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1705041.000000 Penalty: 4738.538086
	Iteration 34Q: 3 clusters Score -1705041 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1705068.000000 Penalty: 4738.538086
	Iteration 35Q: 3 clusters Score -1705068 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1705083.125000 Penalty: 4738.538086
	Iteration 36Q: 3 clusters Score -1705083 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1705096.125000 Penalty: 4738.538086
	Iteration 37Q: 3 clusters Score -1705096 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1705108.250000 Penalty: 4738.538086
	Iteration 38Q: 3 clusters Score -1705108 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1705127.250000 Penalty: 4738.538086
	Iteration 39Q: 3 clusters Score -1705127 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1705139.125000 Penalty: 4738.538086
	Iteration 40F: 3 clusters Score -1705139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1705152.375000 Penalty: 4738.538086
	Iteration 41Q: 3 clusters Score -1705152 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1705166.875000 Penalty: 4738.538086
	Iteration 42Q: 3 clusters Score -1705167 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1705179.250000 Penalty: 4738.538086
	Iteration 43Q: 3 clusters Score -1705179 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1705189.000000 Penalty: 4738.538086
	Iteration 44Q: 3 clusters Score -1705189 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1705199.750000 Penalty: 4738.538086
	Iteration 45Q: 3 clusters Score -1705200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1705204.625000 Penalty: 4738.538086
	Iteration 46Q: 3 clusters Score -1705205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1705206.250000 Penalty: 4738.538086
	Iteration 47Q: 3 clusters Score -1705206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1705204.500000 Penalty: 4738.538086
	Iteration 48Q: 3 clusters Score -1705204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1705210.250000 Penalty: 4738.538086
	Iteration 49Q: 3 clusters Score -1705210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1705213.500000 Penalty: 4738.538086
	Iteration 50Q: 3 clusters Score -1705214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1705215.750000 Penalty: 4738.538086
	Iteration 51Q: 3 clusters Score -1705216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1705215.500000 Penalty: 4738.538086
	Iteration 52Q: 3 clusters Score -1705216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1705219.125000 Penalty: 4738.538086
	Iteration 53Q: 3 clusters Score -1705219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1705217.250000 Penalty: 4738.538086
	Iteration 54Q: 3 clusters Score -1705217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1705222.500000 Penalty: 4738.538086
	Iteration 55Q: 3 clusters Score -1705222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1705226.375000 Penalty: 4738.538086
	Iteration 56Q: 3 clusters Score -1705226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1705228.250000 Penalty: 4738.538086
	Iteration 57Q: 3 clusters Score -1705228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1705228.750000 Penalty: 4738.538086
	Iteration 58Q: 3 clusters Score -1705229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1705231.375000 Penalty: 4738.538086
	Iteration 59Q: 3 clusters Score -1705231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1705233.250000 Penalty: 4738.538086
	Iteration 60F: 3 clusters Score -1705233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1705233.250000 Penalty: 4738.538086
	Iteration 61Q: 3 clusters Score -1705233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1705231.250000 Penalty: 4738.538086
	Iteration 62Q: 3 clusters Score -1705231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1705234.250000 Penalty: 4738.538086
	Iteration 63Q: 3 clusters Score -1705234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1705231.625000 Penalty: 4738.538086
	Iteration 64Q: 3 clusters Score -1705232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1705232.875000 Penalty: 4738.538086
	Iteration 65Q: 3 clusters Score -1705233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1705235.875000 Penalty: 4738.538086
	Iteration 66Q: 3 clusters Score -1705236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1705237.750000 Penalty: 4738.538086
	Iteration 67Q: 3 clusters Score -1705238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1705241.875000 Penalty: 4738.538086
	Iteration 68Q: 3 clusters Score -1705242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1705240.750000 Penalty: 4738.538086
	Iteration 69Q: 3 clusters Score -1705241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1705241.500000 Penalty: 4738.538086
	Iteration 70Q: 3 clusters Score -1705242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1705243.125000 Penalty: 4738.538086
	Iteration 71Q: 3 clusters Score -1705243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1705243.750000 Penalty: 4738.538086
	Iteration 72Q: 3 clusters Score -1705244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1705247.250000 Penalty: 4738.538086
	Iteration 73Q: 3 clusters Score -1705247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1705248.000000 Penalty: 4738.538086
	Iteration 74Q: 3 clusters Score -1705248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1705247.125000 Penalty: 4738.538086
	Iteration 75Q: 3 clusters Score -1705247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1705245.625000 Penalty: 4738.538086
	Iteration 76Q: 3 clusters Score -1705246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1705245.750000 Penalty: 4738.538086
	Iteration 77Q: 3 clusters Score -1705246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1705242.625000 Penalty: 4738.538086
	Iteration 78Q: 3 clusters Score -1705243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1705244.750000 Penalty: 4738.538086
	Iteration 79Q: 3 clusters Score -1705245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1705245.000000 Penalty: 4738.538086
	Iteration 80F: 3 clusters Score -1705245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1705245.500000 Penalty: 4738.538086
	Iteration 81Q: 3 clusters Score -1705246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1705245.750000 Penalty: 4738.538086
	Iteration 82Q: 3 clusters Score -1705246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1705246.875000 Penalty: 4738.538086
	Iteration 83Q: 3 clusters Score -1705247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1705246.875000 Penalty: 4738.538086
	Iteration 84F: 3 clusters Score -1705247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Entering Unmasked Estep 
Score: -342621.531250 Penalty: 1968.911377
	Iteration 0F: 2 clusters Score -342621.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -339482.593750 Penalty: 3937.822754
	Iteration 0F: 3 clusters Score -339482.6 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -340192.562500 Penalty: 3937.822754
	Iteration 1F: 3 clusters Score -340192.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -340459.187500 Penalty: 3937.822754
	Iteration 2F: 3 clusters Score -340459.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -340687.781250 Penalty: 3937.822754
	Iteration 3F: 3 clusters Score -340687.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -340890.718750 Penalty: 3937.822754
	Iteration 4F: 3 clusters Score -340890.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -341118.375000 Penalty: 3937.822754
	Iteration 5F: 3 clusters Score -341118.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -341316.343750 Penalty: 3937.822754
	Iteration 6F: 3 clusters Score -341316.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -341491.437500 Penalty: 3937.822754
	Iteration 7Q: 3 clusters Score -341491.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -341652.375000 Penalty: 3937.822754
	Iteration 8Q: 3 clusters Score -341652.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -341789.375000 Penalty: 3937.822754
	Iteration 9Q: 3 clusters Score -341789.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -341871.031250 Penalty: 3937.822754
	Iteration 10Q: 3 clusters Score -341871 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -341941.937500 Penalty: 3937.822754
	Iteration 11Q: 3 clusters Score -341941.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -341994.562500 Penalty: 3937.822754
	Iteration 12Q: 3 clusters Score -341994.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -342031.250000 Penalty: 3937.822754
	Iteration 13Q: 3 clusters Score -342031.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -342064.843750 Penalty: 3937.822754
	Iteration 14Q: 3 clusters Score -342064.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -342088.562500 Penalty: 3937.822754
	Iteration 15Q: 3 clusters Score -342088.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -342113.968750 Penalty: 3937.822754
	Iteration 16Q: 3 clusters Score -342114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -342133.500000 Penalty: 3937.822754
	Iteration 17Q: 3 clusters Score -342133.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -342151.093750 Penalty: 3937.822754
	Iteration 18Q: 3 clusters Score -342151.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -342167.781250 Penalty: 3937.822754
	Iteration 19Q: 3 clusters Score -342167.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -342180.125000 Penalty: 3937.822754
	Iteration 20F: 3 clusters Score -342180.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -342189.437500 Penalty: 3937.822754
	Iteration 21Q: 3 clusters Score -342189.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -342195.156250 Penalty: 3937.822754
	Iteration 22Q: 3 clusters Score -342195.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -342199.500000 Penalty: 3937.822754
	Iteration 23Q: 3 clusters Score -342199.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -342200.937500 Penalty: 3937.822754
	Iteration 24Q: 3 clusters Score -342200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -342201.156250 Penalty: 3937.822754
	Iteration 25Q: 3 clusters Score -342201.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -342201.812500 Penalty: 3937.822754
	Iteration 26Q: 3 clusters Score -342201.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -342201.812500 Penalty: 3937.822754
	Iteration 27F: 3 clusters Score -342201.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (107928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107928 members 
Entering Unmasked Estep 
Score: -14158160.000000 Penalty: 2874.126465
	Iteration 0F: 2 clusters Score -1.415816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -14086094.000000 Penalty: 5748.252930
	Iteration 0F: 3 clusters Score -1.408609e+07 nChanged 50966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 56270 members 
Entering Unmasked Estep 
Score: -14115652.000000 Penalty: 5748.252930
	Iteration 1F: 3 clusters Score -1.411565e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -14116935.000000 Penalty: 5748.252930
	Iteration 2Q: 3 clusters Score -1.411694e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -14118882.000000 Penalty: 5748.252930
	Iteration 3Q: 3 clusters Score -1.411888e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -14121908.000000 Penalty: 5748.252930
	Iteration 4F: 3 clusters Score -1.412191e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 70199 members 
Entering Unmasked Estep 
Score: -14126576.000000 Penalty: 5748.252930
	Iteration 5F: 3 clusters Score -1.412658e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 76688 members 
Entering Unmasked Estep 
Score: -14132094.000000 Penalty: 5748.252930
	Iteration 6F: 3 clusters Score -1.413209e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 83463 members 
Entering Unmasked Estep 
Score: -14137700.000000 Penalty: 5748.252930
	Iteration 7F: 3 clusters Score -1.41377e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 89788 members 
Entering Unmasked Estep 
Score: -14142669.000000 Penalty: 5748.252930
	Iteration 8F: 3 clusters Score -1.414267e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 95141 members 
Entering Unmasked Estep 
Score: -14146720.000000 Penalty: 5748.252930
	Iteration 9F: 3 clusters Score -1.414672e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 99380 members 
Entering Unmasked Estep 
Score: -14149996.000000 Penalty: 5748.252930
	Iteration 10Q: 3 clusters Score -1.415e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 102421 members 
Entering Unmasked Estep 
Score: -14152098.000000 Penalty: 5748.252930
	Iteration 11Q: 3 clusters Score -1.41521e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 104448 members 
Entering Unmasked Estep 
Score: -14153456.000000 Penalty: 5748.252930
	Iteration 12Q: 3 clusters Score -1.415346e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 105731 members 
Entering Unmasked Estep 
Score: -14154403.000000 Penalty: 5748.252930
	Iteration 13Q: 3 clusters Score -1.41544e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 106479 members 
Entering Unmasked Estep 
Score: -14154935.000000 Penalty: 5748.252930
	Iteration 14Q: 3 clusters Score -1.415494e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 106864 members 
Entering Unmasked Estep 
Score: -14155181.000000 Penalty: 5748.252930
	Iteration 15Q: 3 clusters Score -1.415518e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 107085 members 
Entering Unmasked Estep 
Score: -14155357.000000 Penalty: 5748.252930
	Iteration 16Q: 3 clusters Score -1.415536e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -14155455.000000 Penalty: 5748.252930
	Iteration 17Q: 3 clusters Score -1.415546e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 107305 members 
Entering Unmasked Estep 
Score: -14155563.000000 Penalty: 5748.252930
	Iteration 18Q: 3 clusters Score -1.415556e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 107347 members 
Entering Unmasked Estep 
Score: -14155631.000000 Penalty: 5748.252930
	Iteration 19Q: 3 clusters Score -1.415563e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 107380 members 
Entering Unmasked Estep 
Score: -14155675.000000 Penalty: 5748.252930
	Iteration 20F: 3 clusters Score -1.415568e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 107401 members 
Entering Unmasked Estep 
Score: -14155706.000000 Penalty: 5748.252930
	Iteration 21Q: 3 clusters Score -1.415571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 107412 members 
Entering Unmasked Estep 
Score: -14155707.000000 Penalty: 5748.252930
	Iteration 22Q: 3 clusters Score -1.415571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 107416 members 
Entering Unmasked Estep 
Score: -14155734.000000 Penalty: 5748.252930
	Iteration 23Q: 3 clusters Score -1.415573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 107421 members 
Entering Unmasked Estep 
Score: -14155741.000000 Penalty: 5748.252930
	Iteration 24Q: 3 clusters Score -1.415574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 107420 members 
Entering Unmasked Estep 
Score: -14155733.000000 Penalty: 5748.252930
	Iteration 25Q: 3 clusters Score -1.415573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 107422 members 
Entering Unmasked Estep 
Score: -14155740.000000 Penalty: 5748.252930
	Iteration 26Q: 3 clusters Score -1.415574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 107424 members 
Entering Unmasked Estep 
Score: -14155747.000000 Penalty: 5748.252930
	Iteration 27Q: 3 clusters Score -1.415575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 107427 members 
Entering Unmasked Estep 
Score: -14155743.000000 Penalty: 5748.252930
	Iteration 28Q: 3 clusters Score -1.415574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 107427 members 
Entering Unmasked Estep 
Score: -14155746.000000 Penalty: 5748.252930
	Iteration 29Q: 3 clusters Score -1.415575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 107429 members 
Entering Unmasked Estep 
Score: -14155749.000000 Penalty: 5748.252930
	Iteration 30Q: 3 clusters Score -1.415575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 107431 members 
Entering Unmasked Estep 
Score: -14155744.000000 Penalty: 5748.252930
	Iteration 31Q: 3 clusters Score -1.415574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 107433 members 
Entering Unmasked Estep 
Score: -14155750.000000 Penalty: 5748.252930
	Iteration 32Q: 3 clusters Score -1.415575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 107436 members 
Entering Unmasked Estep 
Score: -14155747.000000 Penalty: 5748.252930
	Iteration 33Q: 3 clusters Score -1.415575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 107437 members 
Entering Unmasked Estep 
Score: -14155757.000000 Penalty: 5748.252930
	Iteration 34Q: 3 clusters Score -1.415576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 107437 members 
Entering Unmasked Estep 
Score: -14155757.000000 Penalty: 5748.252930
	Iteration 35F: 3 clusters Score -1.415576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Entering Unmasked Estep 
Score: -3598739.250000 Penalty: 2530.463135
	Iteration 0F: 2 clusters Score -3598739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3580175.500000 Penalty: 5060.926270
	Iteration 0F: 3 clusters Score -3580176 nChanged 12101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3586867.750000 Penalty: 5060.926270
	Iteration 1F: 3 clusters Score -3586868 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3587481.750000 Penalty: 5060.926270
	Iteration 2F: 3 clusters Score -3587482 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -3588258.500000 Penalty: 5060.926270
	Iteration 3F: 3 clusters Score -3588258 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3589253.500000 Penalty: 5060.926270
	Iteration 4F: 3 clusters Score -3589254 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -3590642.750000 Penalty: 5060.926270
	Iteration 5F: 3 clusters Score -3590643 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -3592334.000000 Penalty: 5060.926270
	Iteration 6F: 3 clusters Score -3592334 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -3593914.750000 Penalty: 5060.926270
	Iteration 7F: 3 clusters Score -3593915 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3594929.500000 Penalty: 5060.926270
	Iteration 8F: 3 clusters Score -3594930 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3595559.750000 Penalty: 5060.926270
	Iteration 9Q: 3 clusters Score -3595560 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -3595915.750000 Penalty: 5060.926270
	Iteration 10Q: 3 clusters Score -3595916 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -3596099.750000 Penalty: 5060.926270
	Iteration 11Q: 3 clusters Score -3596100 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -3596187.000000 Penalty: 5060.926270
	Iteration 12Q: 3 clusters Score -3596187 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3596264.250000 Penalty: 5060.926270
	Iteration 13Q: 3 clusters Score -3596264 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3596326.500000 Penalty: 5060.926270
	Iteration 14Q: 3 clusters Score -3596326 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3596380.250000 Penalty: 5060.926270
	Iteration 15Q: 3 clusters Score -3596380 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -3596409.750000 Penalty: 5060.926270
	Iteration 16Q: 3 clusters Score -3596410 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3596447.000000 Penalty: 5060.926270
	Iteration 17Q: 3 clusters Score -3596447 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3596478.000000 Penalty: 5060.926270
	Iteration 18Q: 3 clusters Score -3596478 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3596513.000000 Penalty: 5060.926270
	Iteration 19Q: 3 clusters Score -3596513 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -3596540.250000 Penalty: 5060.926270
	Iteration 20F: 3 clusters Score -3596540 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -3596567.000000 Penalty: 5060.926270
	Iteration 21Q: 3 clusters Score -3596567 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3596591.500000 Penalty: 5060.926270
	Iteration 22Q: 3 clusters Score -3596592 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3596628.750000 Penalty: 5060.926270
	Iteration 23Q: 3 clusters Score -3596629 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -3596661.750000 Penalty: 5060.926270
	Iteration 24Q: 3 clusters Score -3596662 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3596684.250000 Penalty: 5060.926270
	Iteration 25Q: 3 clusters Score -3596684 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3596720.250000 Penalty: 5060.926270
	Iteration 26Q: 3 clusters Score -3596720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3596737.000000 Penalty: 5060.926270
	Iteration 27Q: 3 clusters Score -3596737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -3596749.500000 Penalty: 5060.926270
	Iteration 28Q: 3 clusters Score -3596750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -3596764.250000 Penalty: 5060.926270
	Iteration 29Q: 3 clusters Score -3596764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3596778.250000 Penalty: 5060.926270
	Iteration 30Q: 3 clusters Score -3596778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3596789.750000 Penalty: 5060.926270
	Iteration 31Q: 3 clusters Score -3596790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3596793.750000 Penalty: 5060.926270
	Iteration 32Q: 3 clusters Score -3596794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3596805.500000 Penalty: 5060.926270
	Iteration 33Q: 3 clusters Score -3596806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -3596812.750000 Penalty: 5060.926270
	Iteration 34Q: 3 clusters Score -3596813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -3596822.250000 Penalty: 5060.926270
	Iteration 35Q: 3 clusters Score -3596822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -3596818.250000 Penalty: 5060.926270
	Iteration 36Q: 3 clusters Score -3596818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -3596818.250000 Penalty: 5060.926270
	Iteration 37Q: 3 clusters Score -3596818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3596821.750000 Penalty: 5060.926270
	Iteration 38Q: 3 clusters Score -3596822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3596825.750000 Penalty: 5060.926270
	Iteration 39Q: 3 clusters Score -3596826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -3596825.750000 Penalty: 5060.926270
	Iteration 40F: 3 clusters Score -3596826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3596828.000000 Penalty: 5060.926270
	Iteration 41Q: 3 clusters Score -3596828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3596826.750000 Penalty: 5060.926270
	Iteration 42Q: 3 clusters Score -3596827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3596828.250000 Penalty: 5060.926270
	Iteration 43Q: 3 clusters Score -3596828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3596829.500000 Penalty: 5060.926270
	Iteration 44Q: 3 clusters Score -3596830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -3596831.750000 Penalty: 5060.926270
	Iteration 45Q: 3 clusters Score -3596832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -3596830.750000 Penalty: 5060.926270
	Iteration 46Q: 3 clusters Score -3596831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3596836.250000 Penalty: 5060.926270
	Iteration 47Q: 3 clusters Score -3596836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -3596833.750000 Penalty: 5060.926270
	Iteration 48Q: 3 clusters Score -3596834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3596834.000000 Penalty: 5060.926270
	Iteration 49Q: 3 clusters Score -3596834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3596837.750000 Penalty: 5060.926270
	Iteration 50Q: 3 clusters Score -3596838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3596837.750000 Penalty: 5060.926270
	Iteration 51F: 3 clusters Score -3596838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Entering Unmasked Estep 
Score: -343779.593750 Penalty: 1938.271362
	Iteration 0F: 2 clusters Score -343779.6 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 1260 members 
Entering Unmasked Estep 
Score: -340803.125000 Penalty: 3876.542725
	Iteration 0F: 3 clusters Score -340803.1 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -341376.562500 Penalty: 3876.542725
	Iteration 1F: 3 clusters Score -341376.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -341487.906250 Penalty: 3876.542725
	Iteration 2F: 3 clusters Score -341487.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -341542.906250 Penalty: 3876.542725
	Iteration 3Q: 3 clusters Score -341542.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -341579.906250 Penalty: 3876.542725
	Iteration 4Q: 3 clusters Score -341579.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -341602.968750 Penalty: 3876.542725
	Iteration 5Q: 3 clusters Score -341603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -341626.312500 Penalty: 3876.542725
	Iteration 6Q: 3 clusters Score -341626.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -341647.531250 Penalty: 3876.542725
	Iteration 7Q: 3 clusters Score -341647.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -341658.375000 Penalty: 3876.542725
	Iteration 8Q: 3 clusters Score -341658.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -341669.750000 Penalty: 3876.542725
	Iteration 9Q: 3 clusters Score -341669.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -341676.062500 Penalty: 3876.542725
	Iteration 10Q: 3 clusters Score -341676.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -341677.468750 Penalty: 3876.542725
	Iteration 11Q: 3 clusters Score -341677.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -341679.812500 Penalty: 3876.542725
	Iteration 12Q: 3 clusters Score -341679.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -341684.312500 Penalty: 3876.542725
	Iteration 13Q: 3 clusters Score -341684.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -341687.343750 Penalty: 3876.542725
	Iteration 14Q: 3 clusters Score -341687.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -341689.812500 Penalty: 3876.542725
	Iteration 15Q: 3 clusters Score -341689.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -341690.250000 Penalty: 3876.542725
	Iteration 16Q: 3 clusters Score -341690.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -341690.843750 Penalty: 3876.542725
	Iteration 17Q: 3 clusters Score -341690.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -341691.781250 Penalty: 3876.542725
	Iteration 18Q: 3 clusters Score -341691.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -341691.781250 Penalty: 3876.542725
	Iteration 19F: 3 clusters Score -341691.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Entering Unmasked Estep 
Score: -5819784.500000 Penalty: 2654.354492
	Iteration 0F: 2 clusters Score -5819784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -5789562.000000 Penalty: 5308.708984
	Iteration 0F: 3 clusters Score -5789562 nChanged 20525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -5801009.000000 Penalty: 5308.708984
	Iteration 1F: 3 clusters Score -5801009 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -5801627.500000 Penalty: 5308.708984
	Iteration 2Q: 3 clusters Score -5801628 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -5802160.500000 Penalty: 5308.708984
	Iteration 3Q: 3 clusters Score -5802160 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -5802670.500000 Penalty: 5308.708984
	Iteration 4Q: 3 clusters Score -5802670 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -5803217.500000 Penalty: 5308.708984
	Iteration 5Q: 3 clusters Score -5803218 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -5804017.500000 Penalty: 5308.708984
	Iteration 6Q: 3 clusters Score -5804018 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -5805114.000000 Penalty: 5308.708984
	Iteration 7F: 3 clusters Score -5805114 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -5806704.500000 Penalty: 5308.708984
	Iteration 8F: 3 clusters Score -5806704 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -5808812.000000 Penalty: 5308.708984
	Iteration 9F: 3 clusters Score -5808812 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -5811410.500000 Penalty: 5308.708984
	Iteration 10F: 3 clusters Score -5811410 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -5813735.000000 Penalty: 5308.708984
	Iteration 11F: 3 clusters Score -5813735 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -5815343.000000 Penalty: 5308.708984
	Iteration 12Q: 3 clusters Score -5815343 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -5816399.500000 Penalty: 5308.708984
	Iteration 13Q: 3 clusters Score -5816400 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -5816937.500000 Penalty: 5308.708984
	Iteration 14Q: 3 clusters Score -5816938 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -5817169.500000 Penalty: 5308.708984
	Iteration 15Q: 3 clusters Score -5817170 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -5817302.000000 Penalty: 5308.708984
	Iteration 16Q: 3 clusters Score -5817302 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -5817377.500000 Penalty: 5308.708984
	Iteration 17Q: 3 clusters Score -5817378 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -5817429.500000 Penalty: 5308.708984
	Iteration 18Q: 3 clusters Score -5817430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -5817453.000000 Penalty: 5308.708984
	Iteration 19Q: 3 clusters Score -5817453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -5817476.000000 Penalty: 5308.708984
	Iteration 20F: 3 clusters Score -5817476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -5817488.500000 Penalty: 5308.708984
	Iteration 21Q: 3 clusters Score -5817488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -5817499.000000 Penalty: 5308.708984
	Iteration 22Q: 3 clusters Score -5817499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -5817515.500000 Penalty: 5308.708984
	Iteration 23Q: 3 clusters Score -5817516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -5817529.500000 Penalty: 5308.708984
	Iteration 24Q: 3 clusters Score -5817530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -5817530.500000 Penalty: 5308.708984
	Iteration 25Q: 3 clusters Score -5817530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -5817533.500000 Penalty: 5308.708984
	Iteration 26Q: 3 clusters Score -5817534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -5817530.500000 Penalty: 5308.708984
	Iteration 27Q: 3 clusters Score -5817530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -5817533.500000 Penalty: 5308.708984
	Iteration 28Q: 3 clusters Score -5817534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -5817534.500000 Penalty: 5308.708984
	Iteration 29Q: 3 clusters Score -5817534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -5817541.000000 Penalty: 5308.708984
	Iteration 30Q: 3 clusters Score -5817541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -5817541.000000 Penalty: 5308.708984
	Iteration 31F: 3 clusters Score -5817541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Entering Unmasked Estep 
Score: -4832011.000000 Penalty: 2605.745361
	Iteration 0F: 2 clusters Score -4832011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -4807209.500000 Penalty: 5211.490723
	Iteration 0F: 3 clusters Score -4807210 nChanged 16600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -4815959.000000 Penalty: 5211.490723
	Iteration 1F: 3 clusters Score -4815959 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -4816500.500000 Penalty: 5211.490723
	Iteration 2Q: 3 clusters Score -4816500 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -4816980.500000 Penalty: 5211.490723
	Iteration 3Q: 3 clusters Score -4816980 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -4817535.500000 Penalty: 5211.490723
	Iteration 4Q: 3 clusters Score -4817536 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -4818305.000000 Penalty: 5211.490723
	Iteration 5Q: 3 clusters Score -4818305 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -4819539.500000 Penalty: 5211.490723
	Iteration 6F: 3 clusters Score -4819540 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -4821442.500000 Penalty: 5211.490723
	Iteration 7F: 3 clusters Score -4821442 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -4824031.500000 Penalty: 5211.490723
	Iteration 8F: 3 clusters Score -4824032 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -4826374.000000 Penalty: 5211.490723
	Iteration 9F: 3 clusters Score -4826374 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -4827934.500000 Penalty: 5211.490723
	Iteration 10Q: 3 clusters Score -4827934 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -4828829.500000 Penalty: 5211.490723
	Iteration 11Q: 3 clusters Score -4828830 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -4829297.000000 Penalty: 5211.490723
	Iteration 12Q: 3 clusters Score -4829297 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -4829605.500000 Penalty: 5211.490723
	Iteration 13Q: 3 clusters Score -4829606 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -4829769.500000 Penalty: 5211.490723
	Iteration 14Q: 3 clusters Score -4829770 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -4829877.500000 Penalty: 5211.490723
	Iteration 15Q: 3 clusters Score -4829878 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4829952.000000 Penalty: 5211.490723
	Iteration 16Q: 3 clusters Score -4829952 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -4829997.500000 Penalty: 5211.490723
	Iteration 17Q: 3 clusters Score -4829998 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -4830035.500000 Penalty: 5211.490723
	Iteration 18Q: 3 clusters Score -4830036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -4830057.500000 Penalty: 5211.490723
	Iteration 19Q: 3 clusters Score -4830058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -4830074.500000 Penalty: 5211.490723
	Iteration 20F: 3 clusters Score -4830074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -4830084.000000 Penalty: 5211.490723
	Iteration 21Q: 3 clusters Score -4830084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -4830093.500000 Penalty: 5211.490723
	Iteration 22Q: 3 clusters Score -4830094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -4830102.500000 Penalty: 5211.490723
	Iteration 23Q: 3 clusters Score -4830102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -4830098.000000 Penalty: 5211.490723
	Iteration 24Q: 3 clusters Score -4830098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -4830100.000000 Penalty: 5211.490723
	Iteration 25Q: 3 clusters Score -4830100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -4830106.000000 Penalty: 5211.490723
	Iteration 26Q: 3 clusters Score -4830106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -4830113.500000 Penalty: 5211.490723
	Iteration 27Q: 3 clusters Score -4830114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -4830113.500000 Penalty: 5211.490723
	Iteration 28Q: 3 clusters Score -4830114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -4830116.000000 Penalty: 5211.490723
	Iteration 29Q: 3 clusters Score -4830116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -4830134.000000 Penalty: 5211.490723
	Iteration 30Q: 3 clusters Score -4830134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -4830138.000000 Penalty: 5211.490723
	Iteration 31Q: 3 clusters Score -4830138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -4830145.500000 Penalty: 5211.490723
	Iteration 32Q: 3 clusters Score -4830146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -4830153.000000 Penalty: 5211.490723
	Iteration 33Q: 3 clusters Score -4830153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -4830152.000000 Penalty: 5211.490723
	Iteration 34Q: 3 clusters Score -4830152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -4830153.000000 Penalty: 5211.490723
	Iteration 35Q: 3 clusters Score -4830153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -4830149.500000 Penalty: 5211.490723
	Iteration 36Q: 3 clusters Score -4830150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -4830152.000000 Penalty: 5211.490723
	Iteration 37Q: 3 clusters Score -4830152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -4830152.500000 Penalty: 5211.490723
	Iteration 38Q: 3 clusters Score -4830152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -4830150.000000 Penalty: 5211.490723
	Iteration 39Q: 3 clusters Score -4830150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -4830151.000000 Penalty: 5211.490723
	Iteration 40F: 3 clusters Score -4830151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -4830151.500000 Penalty: 5211.490723
	Iteration 41Q: 3 clusters Score -4830152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -4830151.500000 Penalty: 5211.490723
	Iteration 42F: 3 clusters Score -4830152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -38541.609375 Penalty: 1455.585693
	Iteration 0F: 2 clusters Score -38541.61 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 174 members 
Entering Unmasked Estep 
Score: -37296.894531 Penalty: 2911.171387
	Iteration 0F: 3 clusters Score -37296.89 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37525.277344 Penalty: 2911.171387
	Iteration 1F: 3 clusters Score -37525.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37650.003906 Penalty: 2911.171387
	Iteration 2F: 3 clusters Score -37650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37746.210938 Penalty: 2911.171387
	Iteration 3Q: 3 clusters Score -37746.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37840.066406 Penalty: 2911.171387
	Iteration 4F: 3 clusters Score -37840.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37924.535156 Penalty: 2911.171387
	Iteration 5Q: 3 clusters Score -37924.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37973.000000 Penalty: 2911.171387
	Iteration 6Q: 3 clusters Score -37973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38013.113281 Penalty: 2911.171387
	Iteration 7Q: 3 clusters Score -38013.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38067.660156 Penalty: 2911.171387
	Iteration 8Q: 3 clusters Score -38067.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38100.464844 Penalty: 2911.171387
	Iteration 9Q: 3 clusters Score -38100.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38120.121094 Penalty: 2911.171387
	Iteration 10Q: 3 clusters Score -38120.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38137.222656 Penalty: 2911.171387
	Iteration 11Q: 3 clusters Score -38137.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38163.222656 Penalty: 2911.171387
	Iteration 12Q: 3 clusters Score -38163.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38168.730469 Penalty: 2911.171387
	Iteration 13Q: 3 clusters Score -38168.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38213.085938 Penalty: 2911.171387
	Iteration 14Q: 3 clusters Score -38213.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38270.535156 Penalty: 2911.171387
	Iteration 15Q: 3 clusters Score -38270.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -38293.386719 Penalty: 2911.171387
	Iteration 16Q: 3 clusters Score -38293.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38359.972656 Penalty: 2911.171387
	Iteration 17Q: 3 clusters Score -38359.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38379.898438 Penalty: 2911.171387
	Iteration 18Q: 3 clusters Score -38379.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38391.769531 Penalty: 2911.171387
	Iteration 19Q: 3 clusters Score -38391.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38427.101562 Penalty: 2911.171387
	Iteration 20F: 3 clusters Score -38427.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38516.816406 Penalty: 2911.171387
	Iteration 21Q: 3 clusters Score -38516.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38516.816406 Penalty: 2911.171387
	Iteration 22F: 3 clusters Score -38516.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Entering Unmasked Estep 
Score: -2403670.250000 Penalty: 2437.800537
	Iteration 0F: 2 clusters Score -2403670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2390538.750000 Penalty: 4875.601074
	Iteration 0F: 3 clusters Score -2390539 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2395040.750000 Penalty: 4875.601074
	Iteration 1F: 3 clusters Score -2395041 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2395553.000000 Penalty: 4875.601074
	Iteration 2F: 3 clusters Score -2395553 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2396042.750000 Penalty: 4875.601074
	Iteration 3F: 3 clusters Score -2396043 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2396655.250000 Penalty: 4875.601074
	Iteration 4F: 3 clusters Score -2396655 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2397417.000000 Penalty: 4875.601074
	Iteration 5F: 3 clusters Score -2397417 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2398331.000000 Penalty: 4875.601074
	Iteration 6F: 3 clusters Score -2398331 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2399339.250000 Penalty: 4875.601074
	Iteration 7F: 3 clusters Score -2399339 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2400228.750000 Penalty: 4875.601074
	Iteration 8F: 3 clusters Score -2400229 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2400792.000000 Penalty: 4875.601074
	Iteration 9Q: 3 clusters Score -2400792 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2401116.000000 Penalty: 4875.601074
	Iteration 10Q: 3 clusters Score -2401116 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2401289.750000 Penalty: 4875.601074
	Iteration 11Q: 3 clusters Score -2401290 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2401393.000000 Penalty: 4875.601074
	Iteration 12Q: 3 clusters Score -2401393 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2401466.750000 Penalty: 4875.601074
	Iteration 13Q: 3 clusters Score -2401467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2401514.500000 Penalty: 4875.601074
	Iteration 14Q: 3 clusters Score -2401514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2401537.250000 Penalty: 4875.601074
	Iteration 15Q: 3 clusters Score -2401537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2401547.500000 Penalty: 4875.601074
	Iteration 16Q: 3 clusters Score -2401548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2401550.500000 Penalty: 4875.601074
	Iteration 17Q: 3 clusters Score -2401550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2401554.000000 Penalty: 4875.601074
	Iteration 18Q: 3 clusters Score -2401554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2401559.000000 Penalty: 4875.601074
	Iteration 19Q: 3 clusters Score -2401559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2401567.750000 Penalty: 4875.601074
	Iteration 20F: 3 clusters Score -2401568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2401572.500000 Penalty: 4875.601074
	Iteration 21Q: 3 clusters Score -2401572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2401582.250000 Penalty: 4875.601074
	Iteration 22Q: 3 clusters Score -2401582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2401587.750000 Penalty: 4875.601074
	Iteration 23Q: 3 clusters Score -2401588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2401591.750000 Penalty: 4875.601074
	Iteration 24Q: 3 clusters Score -2401592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2401601.000000 Penalty: 4875.601074
	Iteration 25Q: 3 clusters Score -2401601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2401609.500000 Penalty: 4875.601074
	Iteration 26Q: 3 clusters Score -2401610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2401625.750000 Penalty: 4875.601074
	Iteration 27Q: 3 clusters Score -2401626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2401651.750000 Penalty: 4875.601074
	Iteration 28Q: 3 clusters Score -2401652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2401678.250000 Penalty: 4875.601074
	Iteration 29Q: 3 clusters Score -2401678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2401695.000000 Penalty: 4875.601074
	Iteration 30Q: 3 clusters Score -2401695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2401703.000000 Penalty: 4875.601074
	Iteration 31Q: 3 clusters Score -2401703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2401725.750000 Penalty: 4875.601074
	Iteration 32Q: 3 clusters Score -2401726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2401733.250000 Penalty: 4875.601074
	Iteration 33Q: 3 clusters Score -2401733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2401741.500000 Penalty: 4875.601074
	Iteration 34Q: 3 clusters Score -2401742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2401743.000000 Penalty: 4875.601074
	Iteration 35Q: 3 clusters Score -2401743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2401741.500000 Penalty: 4875.601074
	Iteration 36Q: 3 clusters Score -2401742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2401746.500000 Penalty: 4875.601074
	Iteration 37Q: 3 clusters Score -2401746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2401749.500000 Penalty: 4875.601074
	Iteration 38Q: 3 clusters Score -2401750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2401749.500000 Penalty: 4875.601074
	Iteration 39Q: 3 clusters Score -2401750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2401772.000000 Penalty: 4875.601074
	Iteration 40F: 3 clusters Score -2401772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2401861.750000 Penalty: 4875.601074
	Iteration 41Q: 3 clusters Score -2401862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2401925.000000 Penalty: 4875.601074
	Iteration 42Q: 3 clusters Score -2401925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2401982.250000 Penalty: 4875.601074
	Iteration 43Q: 3 clusters Score -2401982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2402029.000000 Penalty: 4875.601074
	Iteration 44Q: 3 clusters Score -2402029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2402062.500000 Penalty: 4875.601074
	Iteration 45Q: 3 clusters Score -2402062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2402089.500000 Penalty: 4875.601074
	Iteration 46Q: 3 clusters Score -2402090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2402103.250000 Penalty: 4875.601074
	Iteration 47Q: 3 clusters Score -2402103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2402118.250000 Penalty: 4875.601074
	Iteration 48Q: 3 clusters Score -2402118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2402131.750000 Penalty: 4875.601074
	Iteration 49Q: 3 clusters Score -2402132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2402149.500000 Penalty: 4875.601074
	Iteration 50Q: 3 clusters Score -2402150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2402155.000000 Penalty: 4875.601074
	Iteration 51Q: 3 clusters Score -2402155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2402157.750000 Penalty: 4875.601074
	Iteration 52Q: 3 clusters Score -2402158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2402265.250000 Penalty: 4875.601074
	Iteration 53F: 3 clusters Score -2402265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2402429.000000 Penalty: 4875.601074
	Iteration 54Q: 3 clusters Score -2402429 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2402595.000000 Penalty: 4875.601074
	Iteration 55Q: 3 clusters Score -2402595 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2402772.750000 Penalty: 4875.601074
	Iteration 56Q: 3 clusters Score -2402773 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2402885.250000 Penalty: 4875.601074
	Iteration 57Q: 3 clusters Score -2402885 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2402962.250000 Penalty: 4875.601074
	Iteration 58Q: 3 clusters Score -2402962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2403029.500000 Penalty: 4875.601074
	Iteration 59Q: 3 clusters Score -2403030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2403149.750000 Penalty: 4875.601074
	Iteration 60F: 3 clusters Score -2403150 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2403211.000000 Penalty: 4875.601074
	Iteration 61Q: 3 clusters Score -2403211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2403248.750000 Penalty: 4875.601074
	Iteration 62Q: 3 clusters Score -2403249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2403276.000000 Penalty: 4875.601074
	Iteration 63Q: 3 clusters Score -2403276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2403299.500000 Penalty: 4875.601074
	Iteration 64Q: 3 clusters Score -2403300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2403305.250000 Penalty: 4875.601074
	Iteration 65Q: 3 clusters Score -2403305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2403313.250000 Penalty: 4875.601074
	Iteration 66Q: 3 clusters Score -2403313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2403325.000000 Penalty: 4875.601074
	Iteration 67Q: 3 clusters Score -2403325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2403333.750000 Penalty: 4875.601074
	Iteration 68Q: 3 clusters Score -2403334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2403338.000000 Penalty: 4875.601074
	Iteration 69Q: 3 clusters Score -2403338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2403343.750000 Penalty: 4875.601074
	Iteration 70Q: 3 clusters Score -2403344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2403354.250000 Penalty: 4875.601074
	Iteration 71Q: 3 clusters Score -2403354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2403360.500000 Penalty: 4875.601074
	Iteration 72Q: 3 clusters Score -2403360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2403362.000000 Penalty: 4875.601074
	Iteration 73Q: 3 clusters Score -2403362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2403363.250000 Penalty: 4875.601074
	Iteration 74Q: 3 clusters Score -2403363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2403364.750000 Penalty: 4875.601074
	Iteration 75Q: 3 clusters Score -2403365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2403363.500000 Penalty: 4875.601074
	Iteration 76Q: 3 clusters Score -2403364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2403363.500000 Penalty: 4875.601074
	Iteration 77F: 3 clusters Score -2403364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Entering Unmasked Estep 
Score: -135010.156250 Penalty: 1762.844482
	Iteration 0F: 2 clusters Score -135010.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133061.437500 Penalty: 3525.688965
	Iteration 0F: 3 clusters Score -133061.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -133623.593750 Penalty: 3525.688965
	Iteration 1F: 3 clusters Score -133623.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -133922.453125 Penalty: 3525.688965
	Iteration 2F: 3 clusters Score -133922.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -134119.171875 Penalty: 3525.688965
	Iteration 3F: 3 clusters Score -134119.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -134237.359375 Penalty: 3525.688965
	Iteration 4F: 3 clusters Score -134237.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -134322.031250 Penalty: 3525.688965
	Iteration 5Q: 3 clusters Score -134322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -134443.140625 Penalty: 3525.688965
	Iteration 6Q: 3 clusters Score -134443.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -134549.234375 Penalty: 3525.688965
	Iteration 7Q: 3 clusters Score -134549.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -134675.093750 Penalty: 3525.688965
	Iteration 8Q: 3 clusters Score -134675.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -134816.640625 Penalty: 3525.688965
	Iteration 9Q: 3 clusters Score -134816.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -134887.687500 Penalty: 3525.688965
	Iteration 10Q: 3 clusters Score -134887.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -134903.078125 Penalty: 3525.688965
	Iteration 11Q: 3 clusters Score -134903.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -134913.328125 Penalty: 3525.688965
	Iteration 12Q: 3 clusters Score -134913.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -134919.125000 Penalty: 3525.688965
	Iteration 13Q: 3 clusters Score -134919.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -134920.828125 Penalty: 3525.688965
	Iteration 14Q: 3 clusters Score -134920.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -134920.828125 Penalty: 3525.688965
	Iteration 15F: 3 clusters Score -134920.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Entering Unmasked Estep 
Score: -655017.312500 Penalty: 2128.486328
	Iteration 0F: 2 clusters Score -655017.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -650309.562500 Penalty: 4256.972656
	Iteration 0F: 3 clusters Score -650309.6 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -651538.500000 Penalty: 4256.972656
	Iteration 1F: 3 clusters Score -651538.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -651857.437500 Penalty: 4256.972656
	Iteration 2F: 3 clusters Score -651857.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -652102.375000 Penalty: 4256.972656
	Iteration 3F: 3 clusters Score -652102.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -652316.625000 Penalty: 4256.972656
	Iteration 4F: 3 clusters Score -652316.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -652508.000000 Penalty: 4256.972656
	Iteration 5Q: 3 clusters Score -652508 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -652721.375000 Penalty: 4256.972656
	Iteration 6Q: 3 clusters Score -652721.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -652958.437500 Penalty: 4256.972656
	Iteration 7Q: 3 clusters Score -652958.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -653212.125000 Penalty: 4256.972656
	Iteration 8Q: 3 clusters Score -653212.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -653467.625000 Penalty: 4256.972656
	Iteration 9Q: 3 clusters Score -653467.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -653679.500000 Penalty: 4256.972656
	Iteration 10Q: 3 clusters Score -653679.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -653810.500000 Penalty: 4256.972656
	Iteration 11Q: 3 clusters Score -653810.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -653878.062500 Penalty: 4256.972656
	Iteration 12Q: 3 clusters Score -653878.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -653912.562500 Penalty: 4256.972656
	Iteration 13Q: 3 clusters Score -653912.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -653937.625000 Penalty: 4256.972656
	Iteration 14Q: 3 clusters Score -653937.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -653953.437500 Penalty: 4256.972656
	Iteration 15Q: 3 clusters Score -653953.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -653961.250000 Penalty: 4256.972656
	Iteration 16Q: 3 clusters Score -653961.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -653970.312500 Penalty: 4256.972656
	Iteration 17Q: 3 clusters Score -653970.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -653981.562500 Penalty: 4256.972656
	Iteration 18Q: 3 clusters Score -653981.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -653990.687500 Penalty: 4256.972656
	Iteration 19Q: 3 clusters Score -653990.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -653995.375000 Penalty: 4256.972656
	Iteration 20F: 3 clusters Score -653995.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -653999.812500 Penalty: 4256.972656
	Iteration 21Q: 3 clusters Score -653999.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -654004.625000 Penalty: 4256.972656
	Iteration 22Q: 3 clusters Score -654004.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -654005.312500 Penalty: 4256.972656
	Iteration 23Q: 3 clusters Score -654005.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -654009.812500 Penalty: 4256.972656
	Iteration 24Q: 3 clusters Score -654009.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -654011.187500 Penalty: 4256.972656
	Iteration 25Q: 3 clusters Score -654011.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -654015.750000 Penalty: 4256.972656
	Iteration 26Q: 3 clusters Score -654015.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -654017.875000 Penalty: 4256.972656
	Iteration 27Q: 3 clusters Score -654017.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -654020.000000 Penalty: 4256.972656
	Iteration 28Q: 3 clusters Score -654020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -654020.187500 Penalty: 4256.972656
	Iteration 29Q: 3 clusters Score -654020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -654020.562500 Penalty: 4256.972656
	Iteration 30Q: 3 clusters Score -654020.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -654022.250000 Penalty: 4256.972656
	Iteration 31Q: 3 clusters Score -654022.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -654022.812500 Penalty: 4256.972656
	Iteration 32Q: 3 clusters Score -654022.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -654028.062500 Penalty: 4256.972656
	Iteration 33Q: 3 clusters Score -654028.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -654032.062500 Penalty: 4256.972656
	Iteration 34Q: 3 clusters Score -654032.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -654034.875000 Penalty: 4256.972656
	Iteration 35Q: 3 clusters Score -654034.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -654039.937500 Penalty: 4256.972656
	Iteration 36Q: 3 clusters Score -654039.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -654043.125000 Penalty: 4256.972656
	Iteration 37Q: 3 clusters Score -654043.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -654049.437500 Penalty: 4256.972656
	Iteration 38Q: 3 clusters Score -654049.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -654054.562500 Penalty: 4256.972656
	Iteration 39Q: 3 clusters Score -654054.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -654060.062500 Penalty: 4256.972656
	Iteration 40F: 3 clusters Score -654060.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -654067.250000 Penalty: 4256.972656
	Iteration 41Q: 3 clusters Score -654067.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -654074.687500 Penalty: 4256.972656
	Iteration 42Q: 3 clusters Score -654074.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -654080.437500 Penalty: 4256.972656
	Iteration 43Q: 3 clusters Score -654080.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -654087.750000 Penalty: 4256.972656
	Iteration 44Q: 3 clusters Score -654087.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -654093.437500 Penalty: 4256.972656
	Iteration 45Q: 3 clusters Score -654093.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -654104.125000 Penalty: 4256.972656
	Iteration 46Q: 3 clusters Score -654104.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -654107.750000 Penalty: 4256.972656
	Iteration 47Q: 3 clusters Score -654107.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -654115.187500 Penalty: 4256.972656
	Iteration 48Q: 3 clusters Score -654115.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -654119.125000 Penalty: 4256.972656
	Iteration 49Q: 3 clusters Score -654119.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -654127.125000 Penalty: 4256.972656
	Iteration 50Q: 3 clusters Score -654127.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -654130.062500 Penalty: 4256.972656
	Iteration 51Q: 3 clusters Score -654130.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -654133.125000 Penalty: 4256.972656
	Iteration 52Q: 3 clusters Score -654133.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -654136.687500 Penalty: 4256.972656
	Iteration 53Q: 3 clusters Score -654136.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -654140.687500 Penalty: 4256.972656
	Iteration 54Q: 3 clusters Score -654140.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -654144.625000 Penalty: 4256.972656
	Iteration 55Q: 3 clusters Score -654144.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -654148.937500 Penalty: 4256.972656
	Iteration 56Q: 3 clusters Score -654148.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -654152.250000 Penalty: 4256.972656
	Iteration 57Q: 3 clusters Score -654152.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -654161.437500 Penalty: 4256.972656
	Iteration 58Q: 3 clusters Score -654161.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -654168.000000 Penalty: 4256.972656
	Iteration 59Q: 3 clusters Score -654168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -654181.500000 Penalty: 4256.972656
	Iteration 60F: 3 clusters Score -654181.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -654203.312500 Penalty: 4256.972656
	Iteration 61Q: 3 clusters Score -654203.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -654229.062500 Penalty: 4256.972656
	Iteration 62Q: 3 clusters Score -654229.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -654285.687500 Penalty: 4256.972656
	Iteration 63Q: 3 clusters Score -654285.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -654346.875000 Penalty: 4256.972656
	Iteration 64Q: 3 clusters Score -654346.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -654402.437500 Penalty: 4256.972656
	Iteration 65Q: 3 clusters Score -654402.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -654451.375000 Penalty: 4256.972656
	Iteration 66Q: 3 clusters Score -654451.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -654476.750000 Penalty: 4256.972656
	Iteration 67Q: 3 clusters Score -654476.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -654494.500000 Penalty: 4256.972656
	Iteration 68Q: 3 clusters Score -654494.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -654508.437500 Penalty: 4256.972656
	Iteration 69Q: 3 clusters Score -654508.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -654519.625000 Penalty: 4256.972656
	Iteration 70Q: 3 clusters Score -654519.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -654526.125000 Penalty: 4256.972656
	Iteration 71Q: 3 clusters Score -654526.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -654533.250000 Penalty: 4256.972656
	Iteration 72Q: 3 clusters Score -654533.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -654534.000000 Penalty: 4256.972656
	Iteration 73Q: 3 clusters Score -654534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -654534.750000 Penalty: 4256.972656
	Iteration 74Q: 3 clusters Score -654534.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -654535.125000 Penalty: 4256.972656
	Iteration 75Q: 3 clusters Score -654535.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -654535.062500 Penalty: 4256.972656
	Iteration 76Q: 3 clusters Score -654535.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -654535.437500 Penalty: 4256.972656
	Iteration 77Q: 3 clusters Score -654535.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -654535.437500 Penalty: 4256.972656
	Iteration 78F: 3 clusters Score -654535.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Entering Unmasked Estep 
Score: -2773708.750000 Penalty: 2472.763184
	Iteration 0F: 2 clusters Score -2773709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2758697.250000 Penalty: 4945.526367
	Iteration 0F: 3 clusters Score -2758697 nChanged 9500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2763823.500000 Penalty: 4945.526367
	Iteration 1F: 3 clusters Score -2763824 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2764342.750000 Penalty: 4945.526367
	Iteration 2F: 3 clusters Score -2764343 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2764843.000000 Penalty: 4945.526367
	Iteration 3F: 3 clusters Score -2764843 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2765411.500000 Penalty: 4945.526367
	Iteration 4F: 3 clusters Score -2765412 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2766005.000000 Penalty: 4945.526367
	Iteration 5F: 3 clusters Score -2766005 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2766597.000000 Penalty: 4945.526367
	Iteration 6F: 3 clusters Score -2766597 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2767093.750000 Penalty: 4945.526367
	Iteration 7Q: 3 clusters Score -2767094 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2767536.750000 Penalty: 4945.526367
	Iteration 8Q: 3 clusters Score -2767537 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2767902.250000 Penalty: 4945.526367
	Iteration 9Q: 3 clusters Score -2767902 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2768218.000000 Penalty: 4945.526367
	Iteration 10Q: 3 clusters Score -2768218 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2768476.000000 Penalty: 4945.526367
	Iteration 11Q: 3 clusters Score -2768476 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2768698.750000 Penalty: 4945.526367
	Iteration 12Q: 3 clusters Score -2768699 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2768909.500000 Penalty: 4945.526367
	Iteration 13Q: 3 clusters Score -2768910 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2769108.250000 Penalty: 4945.526367
	Iteration 14Q: 3 clusters Score -2769108 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2769340.000000 Penalty: 4945.526367
	Iteration 15Q: 3 clusters Score -2769340 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2769558.750000 Penalty: 4945.526367
	Iteration 16Q: 3 clusters Score -2769559 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2769794.250000 Penalty: 4945.526367
	Iteration 17Q: 3 clusters Score -2769794 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2770060.000000 Penalty: 4945.526367
	Iteration 18Q: 3 clusters Score -2770060 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2770359.000000 Penalty: 4945.526367
	Iteration 19Q: 3 clusters Score -2770359 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2770654.500000 Penalty: 4945.526367
	Iteration 20F: 3 clusters Score -2770654 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2770935.000000 Penalty: 4945.526367
	Iteration 21Q: 3 clusters Score -2770935 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2771178.750000 Penalty: 4945.526367
	Iteration 22Q: 3 clusters Score -2771179 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2771372.250000 Penalty: 4945.526367
	Iteration 23Q: 3 clusters Score -2771372 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2771509.250000 Penalty: 4945.526367
	Iteration 24Q: 3 clusters Score -2771509 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2771613.750000 Penalty: 4945.526367
	Iteration 25Q: 3 clusters Score -2771614 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2771699.500000 Penalty: 4945.526367
	Iteration 26Q: 3 clusters Score -2771700 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2771767.250000 Penalty: 4945.526367
	Iteration 27Q: 3 clusters Score -2771767 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2771814.750000 Penalty: 4945.526367
	Iteration 28Q: 3 clusters Score -2771815 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2771868.000000 Penalty: 4945.526367
	Iteration 29Q: 3 clusters Score -2771868 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2771895.500000 Penalty: 4945.526367
	Iteration 30Q: 3 clusters Score -2771896 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2771929.250000 Penalty: 4945.526367
	Iteration 31Q: 3 clusters Score -2771929 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2771965.500000 Penalty: 4945.526367
	Iteration 32Q: 3 clusters Score -2771966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2771992.500000 Penalty: 4945.526367
	Iteration 33Q: 3 clusters Score -2771992 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2772006.500000 Penalty: 4945.526367
	Iteration 34Q: 3 clusters Score -2772006 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2772027.750000 Penalty: 4945.526367
	Iteration 35Q: 3 clusters Score -2772028 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2772044.750000 Penalty: 4945.526367
	Iteration 36Q: 3 clusters Score -2772045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2772048.500000 Penalty: 4945.526367
	Iteration 37Q: 3 clusters Score -2772048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2772067.750000 Penalty: 4945.526367
	Iteration 38Q: 3 clusters Score -2772068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2772069.250000 Penalty: 4945.526367
	Iteration 39Q: 3 clusters Score -2772069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2772074.250000 Penalty: 4945.526367
	Iteration 40F: 3 clusters Score -2772074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2772078.250000 Penalty: 4945.526367
	Iteration 41Q: 3 clusters Score -2772078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2772082.250000 Penalty: 4945.526367
	Iteration 42Q: 3 clusters Score -2772082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2772087.750000 Penalty: 4945.526367
	Iteration 43Q: 3 clusters Score -2772088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2772099.000000 Penalty: 4945.526367
	Iteration 44Q: 3 clusters Score -2772099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2772100.500000 Penalty: 4945.526367
	Iteration 45Q: 3 clusters Score -2772100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2772110.750000 Penalty: 4945.526367
	Iteration 46Q: 3 clusters Score -2772111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2772109.250000 Penalty: 4945.526367
	Iteration 47Q: 3 clusters Score -2772109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2772110.750000 Penalty: 4945.526367
	Iteration 48Q: 3 clusters Score -2772111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2772117.750000 Penalty: 4945.526367
	Iteration 49Q: 3 clusters Score -2772118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2772121.500000 Penalty: 4945.526367
	Iteration 50Q: 3 clusters Score -2772122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2772122.750000 Penalty: 4945.526367
	Iteration 51Q: 3 clusters Score -2772123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2772127.250000 Penalty: 4945.526367
	Iteration 52Q: 3 clusters Score -2772127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2772127.250000 Penalty: 4945.526367
	Iteration 53Q: 3 clusters Score -2772127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2772127.500000 Penalty: 4945.526367
	Iteration 54Q: 3 clusters Score -2772128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2772133.500000 Penalty: 4945.526367
	Iteration 55Q: 3 clusters Score -2772134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2772134.500000 Penalty: 4945.526367
	Iteration 56Q: 3 clusters Score -2772134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2772135.750000 Penalty: 4945.526367
	Iteration 57Q: 3 clusters Score -2772136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2772139.750000 Penalty: 4945.526367
	Iteration 58Q: 3 clusters Score -2772140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2772141.750000 Penalty: 4945.526367
	Iteration 59Q: 3 clusters Score -2772142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2772137.500000 Penalty: 4945.526367
	Iteration 60F: 3 clusters Score -2772138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2772141.000000 Penalty: 4945.526367
	Iteration 61Q: 3 clusters Score -2772141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2772142.750000 Penalty: 4945.526367
	Iteration 62Q: 3 clusters Score -2772143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2772141.250000 Penalty: 4945.526367
	Iteration 63Q: 3 clusters Score -2772141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2772139.000000 Penalty: 4945.526367
	Iteration 64Q: 3 clusters Score -2772139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2772140.500000 Penalty: 4945.526367
	Iteration 65Q: 3 clusters Score -2772140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2772140.500000 Penalty: 4945.526367
	Iteration 66F: 3 clusters Score -2772140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -289447.062500 Penalty: 1908.885986
	Iteration 0F: 2 clusters Score -289447.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -286714.093750 Penalty: 3817.771973
	Iteration 0F: 3 clusters Score -286714.1 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -287181.843750 Penalty: 3817.771973
	Iteration 1F: 3 clusters Score -287181.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -287327.156250 Penalty: 3817.771973
	Iteration 2F: 3 clusters Score -287327.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -287439.031250 Penalty: 3817.771973
	Iteration 3F: 3 clusters Score -287439 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -287512.843750 Penalty: 3817.771973
	Iteration 4Q: 3 clusters Score -287512.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -287570.000000 Penalty: 3817.771973
	Iteration 5Q: 3 clusters Score -287570 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -287637.343750 Penalty: 3817.771973
	Iteration 6Q: 3 clusters Score -287637.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -287689.125000 Penalty: 3817.771973
	Iteration 7Q: 3 clusters Score -287689.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -287756.718750 Penalty: 3817.771973
	Iteration 8Q: 3 clusters Score -287756.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -287830.218750 Penalty: 3817.771973
	Iteration 9Q: 3 clusters Score -287830.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -287914.812500 Penalty: 3817.771973
	Iteration 10Q: 3 clusters Score -287914.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -288011.093750 Penalty: 3817.771973
	Iteration 11Q: 3 clusters Score -288011.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -288156.375000 Penalty: 3817.771973
	Iteration 12Q: 3 clusters Score -288156.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -288316.468750 Penalty: 3817.771973
	Iteration 13Q: 3 clusters Score -288316.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -288425.593750 Penalty: 3817.771973
	Iteration 14Q: 3 clusters Score -288425.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -288485.093750 Penalty: 3817.771973
	Iteration 15Q: 3 clusters Score -288485.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -288531.062500 Penalty: 3817.771973
	Iteration 16Q: 3 clusters Score -288531.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -288562.968750 Penalty: 3817.771973
	Iteration 17Q: 3 clusters Score -288563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -288580.781250 Penalty: 3817.771973
	Iteration 18Q: 3 clusters Score -288580.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -288593.593750 Penalty: 3817.771973
	Iteration 19Q: 3 clusters Score -288593.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -288606.968750 Penalty: 3817.771973
	Iteration 20F: 3 clusters Score -288607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -288626.843750 Penalty: 3817.771973
	Iteration 21Q: 3 clusters Score -288626.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -288637.312500 Penalty: 3817.771973
	Iteration 22Q: 3 clusters Score -288637.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -288647.656250 Penalty: 3817.771973
	Iteration 23Q: 3 clusters Score -288647.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -288658.125000 Penalty: 3817.771973
	Iteration 24Q: 3 clusters Score -288658.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -288665.500000 Penalty: 3817.771973
	Iteration 25Q: 3 clusters Score -288665.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -288667.968750 Penalty: 3817.771973
	Iteration 26Q: 3 clusters Score -288668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -288668.656250 Penalty: 3817.771973
	Iteration 27Q: 3 clusters Score -288668.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -288668.656250 Penalty: 3817.771973
	Iteration 28F: 3 clusters Score -288668.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Entering Unmasked Estep 
Score: -1855731.000000 Penalty: 2372.624756
	Iteration 0F: 2 clusters Score -1855731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1845311.250000 Penalty: 4745.249512
	Iteration 0F: 3 clusters Score -1845311 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1848576.875000 Penalty: 4745.249512
	Iteration 1F: 3 clusters Score -1848577 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1848902.500000 Penalty: 4745.249512
	Iteration 2F: 3 clusters Score -1848902 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1849157.750000 Penalty: 4745.249512
	Iteration 3Q: 3 clusters Score -1849158 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1849364.625000 Penalty: 4745.249512
	Iteration 4Q: 3 clusters Score -1849365 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1849537.250000 Penalty: 4745.249512
	Iteration 5Q: 3 clusters Score -1849537 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1849713.250000 Penalty: 4745.249512
	Iteration 6Q: 3 clusters Score -1849713 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1849932.625000 Penalty: 4745.249512
	Iteration 7Q: 3 clusters Score -1849933 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1850180.875000 Penalty: 4745.249512
	Iteration 8Q: 3 clusters Score -1850181 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1850494.375000 Penalty: 4745.249512
	Iteration 9Q: 3 clusters Score -1850494 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1850892.625000 Penalty: 4745.249512
	Iteration 10Q: 3 clusters Score -1850893 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1851348.125000 Penalty: 4745.249512
	Iteration 11Q: 3 clusters Score -1851348 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1851833.375000 Penalty: 4745.249512
	Iteration 12Q: 3 clusters Score -1851833 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1852256.750000 Penalty: 4745.249512
	Iteration 13Q: 3 clusters Score -1852257 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1852682.250000 Penalty: 4745.249512
	Iteration 14Q: 3 clusters Score -1852682 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1853031.375000 Penalty: 4745.249512
	Iteration 15Q: 3 clusters Score -1853031 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1853294.500000 Penalty: 4745.249512
	Iteration 16Q: 3 clusters Score -1853294 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1853467.000000 Penalty: 4745.249512
	Iteration 17Q: 3 clusters Score -1853467 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1853585.250000 Penalty: 4745.249512
	Iteration 18Q: 3 clusters Score -1853585 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1853654.125000 Penalty: 4745.249512
	Iteration 19Q: 3 clusters Score -1853654 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1853685.750000 Penalty: 4745.249512
	Iteration 20F: 3 clusters Score -1853686 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1853719.125000 Penalty: 4745.249512
	Iteration 21Q: 3 clusters Score -1853719 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1853735.625000 Penalty: 4745.249512
	Iteration 22Q: 3 clusters Score -1853736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1853744.125000 Penalty: 4745.249512
	Iteration 23Q: 3 clusters Score -1853744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1853745.125000 Penalty: 4745.249512
	Iteration 24Q: 3 clusters Score -1853745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1853745.000000 Penalty: 4745.249512
	Iteration 25Q: 3 clusters Score -1853745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1853746.375000 Penalty: 4745.249512
	Iteration 26Q: 3 clusters Score -1853746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1853750.375000 Penalty: 4745.249512
	Iteration 27Q: 3 clusters Score -1853750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1853748.625000 Penalty: 4745.249512
	Iteration 28Q: 3 clusters Score -1853749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1853748.250000 Penalty: 4745.249512
	Iteration 29Q: 3 clusters Score -1853748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1853748.250000 Penalty: 4745.249512
	Iteration 30F: 3 clusters Score -1853748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Entering Unmasked Estep 
Score: -4068965.250000 Penalty: 2563.436768
	Iteration 0F: 2 clusters Score -4068965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -4047964.250000 Penalty: 5126.873535
	Iteration 0F: 3 clusters Score -4047964 nChanged 13895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -4055560.500000 Penalty: 5126.873535
	Iteration 1F: 3 clusters Score -4055560 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -4055947.750000 Penalty: 5126.873535
	Iteration 2Q: 3 clusters Score -4055948 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -4056336.000000 Penalty: 5126.873535
	Iteration 3Q: 3 clusters Score -4056336 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -4056684.750000 Penalty: 5126.873535
	Iteration 4Q: 3 clusters Score -4056685 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -4057150.500000 Penalty: 5126.873535
	Iteration 5Q: 3 clusters Score -4057150 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -4057892.250000 Penalty: 5126.873535
	Iteration 6Q: 3 clusters Score -4057892 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -4058979.250000 Penalty: 5126.873535
	Iteration 7F: 3 clusters Score -4058979 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -4060600.500000 Penalty: 5126.873535
	Iteration 8F: 3 clusters Score -4060600 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -4062521.750000 Penalty: 5126.873535
	Iteration 9F: 3 clusters Score -4062522 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -4064281.500000 Penalty: 5126.873535
	Iteration 10F: 3 clusters Score -4064282 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -4065398.500000 Penalty: 5126.873535
	Iteration 11Q: 3 clusters Score -4065398 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -4066037.500000 Penalty: 5126.873535
	Iteration 12Q: 3 clusters Score -4066038 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -4066348.750000 Penalty: 5126.873535
	Iteration 13Q: 3 clusters Score -4066349 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -4066520.500000 Penalty: 5126.873535
	Iteration 14Q: 3 clusters Score -4066520 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -4066623.250000 Penalty: 5126.873535
	Iteration 15Q: 3 clusters Score -4066623 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -4066675.500000 Penalty: 5126.873535
	Iteration 16Q: 3 clusters Score -4066676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -4066718.250000 Penalty: 5126.873535
	Iteration 17Q: 3 clusters Score -4066718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -4066730.000000 Penalty: 5126.873535
	Iteration 18Q: 3 clusters Score -4066730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -4066743.250000 Penalty: 5126.873535
	Iteration 19Q: 3 clusters Score -4066743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -4066747.250000 Penalty: 5126.873535
	Iteration 20F: 3 clusters Score -4066747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -4066754.250000 Penalty: 5126.873535
	Iteration 21Q: 3 clusters Score -4066754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -4066761.000000 Penalty: 5126.873535
	Iteration 22Q: 3 clusters Score -4066761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -4066763.000000 Penalty: 5126.873535
	Iteration 23Q: 3 clusters Score -4066763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -4066766.500000 Penalty: 5126.873535
	Iteration 24Q: 3 clusters Score -4066766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -4066765.500000 Penalty: 5126.873535
	Iteration 25Q: 3 clusters Score -4066766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -4066765.500000 Penalty: 5126.873535
	Iteration 26F: 3 clusters Score -4066766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Entering Unmasked Estep 
Score: -614433.937500 Penalty: 2095.702148
	Iteration 0F: 2 clusters Score -614433.9 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 2353 members 
Entering Unmasked Estep 
Score: -610136.125000 Penalty: 4191.404297
	Iteration 0F: 3 clusters Score -610136.1 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -611133.312500 Penalty: 4191.404297
	Iteration 1F: 3 clusters Score -611133.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -611419.812500 Penalty: 4191.404297
	Iteration 2F: 3 clusters Score -611419.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -611610.812500 Penalty: 4191.404297
	Iteration 3F: 3 clusters Score -611610.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -611751.250000 Penalty: 4191.404297
	Iteration 4Q: 3 clusters Score -611751.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -611901.562500 Penalty: 4191.404297
	Iteration 5Q: 3 clusters Score -611901.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -612015.750000 Penalty: 4191.404297
	Iteration 6Q: 3 clusters Score -612015.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -612142.500000 Penalty: 4191.404297
	Iteration 7Q: 3 clusters Score -612142.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -612295.937500 Penalty: 4191.404297
	Iteration 8Q: 3 clusters Score -612295.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -612454.750000 Penalty: 4191.404297
	Iteration 9Q: 3 clusters Score -612454.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -612587.812500 Penalty: 4191.404297
	Iteration 10Q: 3 clusters Score -612587.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -612709.187500 Penalty: 4191.404297
	Iteration 11Q: 3 clusters Score -612709.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -612829.937500 Penalty: 4191.404297
	Iteration 12Q: 3 clusters Score -612829.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -612899.687500 Penalty: 4191.404297
	Iteration 13Q: 3 clusters Score -612899.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -612945.625000 Penalty: 4191.404297
	Iteration 14Q: 3 clusters Score -612945.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -612988.562500 Penalty: 4191.404297
	Iteration 15Q: 3 clusters Score -612988.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -613015.000000 Penalty: 4191.404297
	Iteration 16Q: 3 clusters Score -613015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -613038.187500 Penalty: 4191.404297
	Iteration 17Q: 3 clusters Score -613038.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -613048.500000 Penalty: 4191.404297
	Iteration 18Q: 3 clusters Score -613048.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -613056.125000 Penalty: 4191.404297
	Iteration 19Q: 3 clusters Score -613056.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -613060.000000 Penalty: 4191.404297
	Iteration 20F: 3 clusters Score -613060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -613063.437500 Penalty: 4191.404297
	Iteration 21Q: 3 clusters Score -613063.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -613068.562500 Penalty: 4191.404297
	Iteration 22Q: 3 clusters Score -613068.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -613072.125000 Penalty: 4191.404297
	Iteration 23Q: 3 clusters Score -613072.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -613074.312500 Penalty: 4191.404297
	Iteration 24Q: 3 clusters Score -613074.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -613075.875000 Penalty: 4191.404297
	Iteration 25Q: 3 clusters Score -613075.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -613077.312500 Penalty: 4191.404297
	Iteration 26Q: 3 clusters Score -613077.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -613078.562500 Penalty: 4191.404297
	Iteration 27Q: 3 clusters Score -613078.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -613078.812500 Penalty: 4191.404297
	Iteration 28Q: 3 clusters Score -613078.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -613078.625000 Penalty: 4191.404297
	Iteration 29Q: 3 clusters Score -613078.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -613079.187500 Penalty: 4191.404297
	Iteration 30Q: 3 clusters Score -613079.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -613079.187500 Penalty: 4191.404297
	Iteration 31F: 3 clusters Score -613079.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Entering Unmasked Estep 
Score: -1357589.250000 Penalty: 2310.603516
	Iteration 0F: 2 clusters Score -1357589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1349196.500000 Penalty: 4621.207031
	Iteration 0F: 3 clusters Score -1349196 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1352048.375000 Penalty: 4621.207031
	Iteration 1F: 3 clusters Score -1352048 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1352782.125000 Penalty: 4621.207031
	Iteration 2F: 3 clusters Score -1352782 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1353732.625000 Penalty: 4621.207031
	Iteration 3F: 3 clusters Score -1353733 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1354696.500000 Penalty: 4621.207031
	Iteration 4F: 3 clusters Score -1354696 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1355419.625000 Penalty: 4621.207031
	Iteration 5F: 3 clusters Score -1355420 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1355856.875000 Penalty: 4621.207031
	Iteration 6F: 3 clusters Score -1355857 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1356135.750000 Penalty: 4621.207031
	Iteration 7Q: 3 clusters Score -1356136 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1356331.125000 Penalty: 4621.207031
	Iteration 8Q: 3 clusters Score -1356331 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1356445.125000 Penalty: 4621.207031
	Iteration 9Q: 3 clusters Score -1356445 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1356518.625000 Penalty: 4621.207031
	Iteration 10Q: 3 clusters Score -1356519 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1356582.750000 Penalty: 4621.207031
	Iteration 11Q: 3 clusters Score -1356583 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1356639.375000 Penalty: 4621.207031
	Iteration 12Q: 3 clusters Score -1356639 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1356691.250000 Penalty: 4621.207031
	Iteration 13Q: 3 clusters Score -1356691 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1356744.000000 Penalty: 4621.207031
	Iteration 14Q: 3 clusters Score -1356744 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1356774.375000 Penalty: 4621.207031
	Iteration 15Q: 3 clusters Score -1356774 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1356802.250000 Penalty: 4621.207031
	Iteration 16Q: 3 clusters Score -1356802 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1356832.750000 Penalty: 4621.207031
	Iteration 17Q: 3 clusters Score -1356833 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1356852.625000 Penalty: 4621.207031
	Iteration 18Q: 3 clusters Score -1356853 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1356872.750000 Penalty: 4621.207031
	Iteration 19Q: 3 clusters Score -1356873 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1356892.875000 Penalty: 4621.207031
	Iteration 20F: 3 clusters Score -1356893 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1356905.875000 Penalty: 4621.207031
	Iteration 21Q: 3 clusters Score -1356906 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1356917.375000 Penalty: 4621.207031
	Iteration 22Q: 3 clusters Score -1356917 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1356926.000000 Penalty: 4621.207031
	Iteration 23Q: 3 clusters Score -1356926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1356935.000000 Penalty: 4621.207031
	Iteration 24Q: 3 clusters Score -1356935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1356943.500000 Penalty: 4621.207031
	Iteration 25Q: 3 clusters Score -1356944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1356952.750000 Penalty: 4621.207031
	Iteration 26Q: 3 clusters Score -1356953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1356960.625000 Penalty: 4621.207031
	Iteration 27Q: 3 clusters Score -1356961 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1356974.125000 Penalty: 4621.207031
	Iteration 28Q: 3 clusters Score -1356974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1356980.500000 Penalty: 4621.207031
	Iteration 29Q: 3 clusters Score -1356980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1356992.000000 Penalty: 4621.207031
	Iteration 30Q: 3 clusters Score -1356992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1357001.625000 Penalty: 4621.207031
	Iteration 31Q: 3 clusters Score -1357002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1357012.875000 Penalty: 4621.207031
	Iteration 32Q: 3 clusters Score -1357013 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1357020.625000 Penalty: 4621.207031
	Iteration 33Q: 3 clusters Score -1357021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1357029.000000 Penalty: 4621.207031
	Iteration 34Q: 3 clusters Score -1357029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1357031.625000 Penalty: 4621.207031
	Iteration 35Q: 3 clusters Score -1357032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1357033.500000 Penalty: 4621.207031
	Iteration 36Q: 3 clusters Score -1357034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1357041.000000 Penalty: 4621.207031
	Iteration 37Q: 3 clusters Score -1357041 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1357051.000000 Penalty: 4621.207031
	Iteration 38Q: 3 clusters Score -1357051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1357057.500000 Penalty: 4621.207031
	Iteration 39Q: 3 clusters Score -1357058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1357060.125000 Penalty: 4621.207031
	Iteration 40F: 3 clusters Score -1357060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1357069.375000 Penalty: 4621.207031
	Iteration 41Q: 3 clusters Score -1357069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1357077.000000 Penalty: 4621.207031
	Iteration 42Q: 3 clusters Score -1357077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1357084.375000 Penalty: 4621.207031
	Iteration 43Q: 3 clusters Score -1357084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1357093.750000 Penalty: 4621.207031
	Iteration 44Q: 3 clusters Score -1357094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1357099.625000 Penalty: 4621.207031
	Iteration 45Q: 3 clusters Score -1357100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1357107.000000 Penalty: 4621.207031
	Iteration 46Q: 3 clusters Score -1357107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1357116.375000 Penalty: 4621.207031
	Iteration 47Q: 3 clusters Score -1357116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1357126.500000 Penalty: 4621.207031
	Iteration 48Q: 3 clusters Score -1357126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1357134.875000 Penalty: 4621.207031
	Iteration 49Q: 3 clusters Score -1357135 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1357146.625000 Penalty: 4621.207031
	Iteration 50Q: 3 clusters Score -1357147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1357147.750000 Penalty: 4621.207031
	Iteration 51Q: 3 clusters Score -1357148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1357152.750000 Penalty: 4621.207031
	Iteration 52Q: 3 clusters Score -1357153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1357161.000000 Penalty: 4621.207031
	Iteration 53Q: 3 clusters Score -1357161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1357171.750000 Penalty: 4621.207031
	Iteration 54Q: 3 clusters Score -1357172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1357171.000000 Penalty: 4621.207031
	Iteration 55Q: 3 clusters Score -1357171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1357180.000000 Penalty: 4621.207031
	Iteration 56Q: 3 clusters Score -1357180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1357183.875000 Penalty: 4621.207031
	Iteration 57Q: 3 clusters Score -1357184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1357190.875000 Penalty: 4621.207031
	Iteration 58Q: 3 clusters Score -1357191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1357194.875000 Penalty: 4621.207031
	Iteration 59Q: 3 clusters Score -1357195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1357197.125000 Penalty: 4621.207031
	Iteration 60F: 3 clusters Score -1357197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1357201.750000 Penalty: 4621.207031
	Iteration 61Q: 3 clusters Score -1357202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1357207.500000 Penalty: 4621.207031
	Iteration 62Q: 3 clusters Score -1357208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1357213.500000 Penalty: 4621.207031
	Iteration 63Q: 3 clusters Score -1357214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1357215.625000 Penalty: 4621.207031
	Iteration 64Q: 3 clusters Score -1357216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1357226.875000 Penalty: 4621.207031
	Iteration 65Q: 3 clusters Score -1357227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1357236.875000 Penalty: 4621.207031
	Iteration 66Q: 3 clusters Score -1357237 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1357245.500000 Penalty: 4621.207031
	Iteration 67Q: 3 clusters Score -1357246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1357254.500000 Penalty: 4621.207031
	Iteration 68Q: 3 clusters Score -1357254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1357267.375000 Penalty: 4621.207031
	Iteration 69Q: 3 clusters Score -1357267 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1357276.625000 Penalty: 4621.207031
	Iteration 70Q: 3 clusters Score -1357277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1357280.875000 Penalty: 4621.207031
	Iteration 71Q: 3 clusters Score -1357281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1357289.625000 Penalty: 4621.207031
	Iteration 72Q: 3 clusters Score -1357290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1357299.250000 Penalty: 4621.207031
	Iteration 73Q: 3 clusters Score -1357299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1357301.625000 Penalty: 4621.207031
	Iteration 74Q: 3 clusters Score -1357302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1357302.625000 Penalty: 4621.207031
	Iteration 75Q: 3 clusters Score -1357303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1357309.250000 Penalty: 4621.207031
	Iteration 76Q: 3 clusters Score -1357309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1357311.625000 Penalty: 4621.207031
	Iteration 77Q: 3 clusters Score -1357312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1357319.750000 Penalty: 4621.207031
	Iteration 78Q: 3 clusters Score -1357320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1357324.250000 Penalty: 4621.207031
	Iteration 79Q: 3 clusters Score -1357324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1357325.875000 Penalty: 4621.207031
	Iteration 80F: 3 clusters Score -1357326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1357330.625000 Penalty: 4621.207031
	Iteration 81Q: 3 clusters Score -1357331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1357335.375000 Penalty: 4621.207031
	Iteration 82Q: 3 clusters Score -1357335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1357341.000000 Penalty: 4621.207031
	Iteration 83Q: 3 clusters Score -1357341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1357349.875000 Penalty: 4621.207031
	Iteration 84Q: 3 clusters Score -1357350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1357361.875000 Penalty: 4621.207031
	Iteration 85Q: 3 clusters Score -1357362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1357364.500000 Penalty: 4621.207031
	Iteration 86Q: 3 clusters Score -1357364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1357371.375000 Penalty: 4621.207031
	Iteration 87Q: 3 clusters Score -1357371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1357375.625000 Penalty: 4621.207031
	Iteration 88Q: 3 clusters Score -1357376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1357381.750000 Penalty: 4621.207031
	Iteration 89Q: 3 clusters Score -1357382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1357378.625000 Penalty: 4621.207031
	Iteration 90Q: 3 clusters Score -1357379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1357382.625000 Penalty: 4621.207031
	Iteration 91Q: 3 clusters Score -1357383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1357386.000000 Penalty: 4621.207031
	Iteration 92Q: 3 clusters Score -1357386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1357391.000000 Penalty: 4621.207031
	Iteration 93Q: 3 clusters Score -1357391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1357395.375000 Penalty: 4621.207031
	Iteration 94Q: 3 clusters Score -1357395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1357394.625000 Penalty: 4621.207031
	Iteration 95Q: 3 clusters Score -1357395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1357397.500000 Penalty: 4621.207031
	Iteration 96Q: 3 clusters Score -1357398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1357399.875000 Penalty: 4621.207031
	Iteration 97Q: 3 clusters Score -1357400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1357402.875000 Penalty: 4621.207031
	Iteration 98Q: 3 clusters Score -1357403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1357406.500000 Penalty: 4621.207031
	Iteration 99Q: 3 clusters Score -1357406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1357406.500000 Penalty: 4621.207031
	Iteration 100F: 3 clusters Score -1357406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1357404.500000 Penalty: 4621.207031
	Iteration 101Q: 3 clusters Score -1357404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1357408.875000 Penalty: 4621.207031
	Iteration 102Q: 3 clusters Score -1357409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1357415.000000 Penalty: 4621.207031
	Iteration 103Q: 3 clusters Score -1357415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1357413.000000 Penalty: 4621.207031
	Iteration 104Q: 3 clusters Score -1357413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1357413.000000 Penalty: 4621.207031
	Iteration 105Q: 3 clusters Score -1357413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1357414.500000 Penalty: 4621.207031
	Iteration 106Q: 3 clusters Score -1357414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1357414.000000 Penalty: 4621.207031
	Iteration 107Q: 3 clusters Score -1357414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1357417.125000 Penalty: 4621.207031
	Iteration 108Q: 3 clusters Score -1357417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1357416.250000 Penalty: 4621.207031
	Iteration 109Q: 3 clusters Score -1357416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1357418.875000 Penalty: 4621.207031
	Iteration 110Q: 3 clusters Score -1357419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1357419.625000 Penalty: 4621.207031
	Iteration 111Q: 3 clusters Score -1357420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1357420.625000 Penalty: 4621.207031
	Iteration 112Q: 3 clusters Score -1357421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1357420.750000 Penalty: 4621.207031
	Iteration 113Q: 3 clusters Score -1357421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1357424.250000 Penalty: 4621.207031
	Iteration 114Q: 3 clusters Score -1357424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1357425.500000 Penalty: 4621.207031
	Iteration 115Q: 3 clusters Score -1357426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1357426.125000 Penalty: 4621.207031
	Iteration 116Q: 3 clusters Score -1357426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1357426.750000 Penalty: 4621.207031
	Iteration 117Q: 3 clusters Score -1357427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1357425.875000 Penalty: 4621.207031
	Iteration 118Q: 3 clusters Score -1357426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1357427.125000 Penalty: 4621.207031
	Iteration 119Q: 3 clusters Score -1357427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1357426.875000 Penalty: 4621.207031
	Iteration 120F: 3 clusters Score -1357427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1357429.500000 Penalty: 4621.207031
	Iteration 121Q: 3 clusters Score -1357430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1357437.625000 Penalty: 4621.207031
	Iteration 122Q: 3 clusters Score -1357438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1357439.000000 Penalty: 4621.207031
	Iteration 123Q: 3 clusters Score -1357439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1357443.750000 Penalty: 4621.207031
	Iteration 124Q: 3 clusters Score -1357444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1357448.500000 Penalty: 4621.207031
	Iteration 125Q: 3 clusters Score -1357448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1357459.250000 Penalty: 4621.207031
	Iteration 126Q: 3 clusters Score -1357459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1357470.375000 Penalty: 4621.207031
	Iteration 127Q: 3 clusters Score -1357470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1357486.500000 Penalty: 4621.207031
	Iteration 128Q: 3 clusters Score -1357486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1357509.625000 Penalty: 4621.207031
	Iteration 129Q: 3 clusters Score -1357510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1357539.250000 Penalty: 4621.207031
	Iteration 130Q: 3 clusters Score -1357539 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1357564.375000 Penalty: 4621.207031
	Iteration 131Q: 3 clusters Score -1357564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1357574.250000 Penalty: 4621.207031
	Iteration 132Q: 3 clusters Score -1357574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1357579.875000 Penalty: 4621.207031
	Iteration 133Q: 3 clusters Score -1357580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1357581.750000 Penalty: 4621.207031
	Iteration 134Q: 3 clusters Score -1357582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1357585.875000 Penalty: 4621.207031
	Iteration 135Q: 3 clusters Score -1357586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1357589.750000 Penalty: 4621.207031
	Iteration 136Q: 3 clusters Score -1357590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1357589.375000 Penalty: 4621.207031
	Iteration 137Q: 3 clusters Score -1357589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1357588.375000 Penalty: 4621.207031
	Iteration 138Q: 3 clusters Score -1357588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1357590.250000 Penalty: 4621.207031
	Iteration 139Q: 3 clusters Score -1357590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1357591.000000 Penalty: 4621.207031
	Iteration 140F: 3 clusters Score -1357591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1357593.625000 Penalty: 4621.207031
	Iteration 141Q: 3 clusters Score -1357594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1357592.625000 Penalty: 4621.207031
	Iteration 142Q: 3 clusters Score -1357593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1357592.875000 Penalty: 4621.207031
	Iteration 143Q: 3 clusters Score -1357593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1357592.875000 Penalty: 4621.207031
	Iteration 144F: 3 clusters Score -1357593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107928 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 44491 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30836 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 2117 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 9008 members 
Entering Unmasked Estep 
Score: -73856160.000000 Penalty: 118472.648438
Splitting cluster 18 changes total score from -73857096.000000 to -73856160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (10012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Entering Unmasked Estep 
Score: -1280250.375000 Penalty: 2284.461670
	Iteration 0F: 2 clusters Score -1280250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1272528.250000 Penalty: 4568.923340
	Iteration 0F: 3 clusters Score -1272528 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1275014.500000 Penalty: 4568.923340
	Iteration 1F: 3 clusters Score -1275014 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1275742.750000 Penalty: 4568.923340
	Iteration 2F: 3 clusters Score -1275743 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1276726.625000 Penalty: 4568.923340
	Iteration 3F: 3 clusters Score -1276727 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1277524.375000 Penalty: 4568.923340
	Iteration 4F: 3 clusters Score -1277524 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1278079.750000 Penalty: 4568.923340
	Iteration 5F: 3 clusters Score -1278080 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1278477.125000 Penalty: 4568.923340
	Iteration 6F: 3 clusters Score -1278477 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1278785.500000 Penalty: 4568.923340
	Iteration 7Q: 3 clusters Score -1278786 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1279083.750000 Penalty: 4568.923340
	Iteration 8Q: 3 clusters Score -1279084 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1279334.250000 Penalty: 4568.923340
	Iteration 9Q: 3 clusters Score -1279334 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1279534.750000 Penalty: 4568.923340
	Iteration 10Q: 3 clusters Score -1279535 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1279682.500000 Penalty: 4568.923340
	Iteration 11Q: 3 clusters Score -1279682 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1279804.000000 Penalty: 4568.923340
	Iteration 12Q: 3 clusters Score -1279804 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1279920.250000 Penalty: 4568.923340
	Iteration 13Q: 3 clusters Score -1279920 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1280038.250000 Penalty: 4568.923340
	Iteration 14Q: 3 clusters Score -1280038 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1280139.000000 Penalty: 4568.923340
	Iteration 15Q: 3 clusters Score -1280139 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1280245.000000 Penalty: 4568.923340
	Iteration 16Q: 3 clusters Score -1280245 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1280338.250000 Penalty: 4568.923340
	Iteration 17Q: 3 clusters Score -1280338 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1280435.625000 Penalty: 4568.923340
	Iteration 18Q: 3 clusters Score -1280436 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1280563.125000 Penalty: 4568.923340
	Iteration 19Q: 3 clusters Score -1280563 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1280687.000000 Penalty: 4568.923340
	Iteration 20F: 3 clusters Score -1280687 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1280758.500000 Penalty: 4568.923340
	Iteration 21Q: 3 clusters Score -1280758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1280797.375000 Penalty: 4568.923340
	Iteration 22Q: 3 clusters Score -1280797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1280816.000000 Penalty: 4568.923340
	Iteration 23Q: 3 clusters Score -1280816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1280829.250000 Penalty: 4568.923340
	Iteration 24Q: 3 clusters Score -1280829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1280839.000000 Penalty: 4568.923340
	Iteration 25Q: 3 clusters Score -1280839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1280845.375000 Penalty: 4568.923340
	Iteration 26Q: 3 clusters Score -1280845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1280845.000000 Penalty: 4568.923340
	Iteration 27Q: 3 clusters Score -1280845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1280845.500000 Penalty: 4568.923340
	Iteration 28Q: 3 clusters Score -1280846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1280845.500000 Penalty: 4568.923340
	Iteration 29F: 3 clusters Score -1280846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107928 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 44491 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30836 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11125 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 8580 members 
Entering Unmasked Estep 
Score: -73856704.000000 Penalty: 118472.648438
Splitting cluster 19 changes total score from -73857096.000000 to -73856704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (22910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Entering Unmasked Estep 
Score: -2946980.500000 Penalty: 2489.753418
	Iteration 0F: 2 clusters Score -2946980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2930963.250000 Penalty: 4979.506836
	Iteration 0F: 3 clusters Score -2930963 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2936355.500000 Penalty: 4979.506836
	Iteration 1F: 3 clusters Score -2936356 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2936752.000000 Penalty: 4979.506836
	Iteration 2Q: 3 clusters Score -2936752 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2937147.250000 Penalty: 4979.506836
	Iteration 3Q: 3 clusters Score -2937147 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2937596.750000 Penalty: 4979.506836
	Iteration 4Q: 3 clusters Score -2937597 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2938240.750000 Penalty: 4979.506836
	Iteration 5Q: 3 clusters Score -2938241 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2939189.000000 Penalty: 4979.506836
	Iteration 6F: 3 clusters Score -2939189 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2940344.250000 Penalty: 4979.506836
	Iteration 7F: 3 clusters Score -2940344 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2941523.750000 Penalty: 4979.506836
	Iteration 8F: 3 clusters Score -2941524 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2942425.500000 Penalty: 4979.506836
	Iteration 9F: 3 clusters Score -2942426 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2943061.750000 Penalty: 4979.506836
	Iteration 10Q: 3 clusters Score -2943062 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2943484.500000 Penalty: 4979.506836
	Iteration 11Q: 3 clusters Score -2943484 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2943814.750000 Penalty: 4979.506836
	Iteration 12Q: 3 clusters Score -2943815 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2944073.000000 Penalty: 4979.506836
	Iteration 13Q: 3 clusters Score -2944073 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2944277.000000 Penalty: 4979.506836
	Iteration 14Q: 3 clusters Score -2944277 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -2944415.000000 Penalty: 4979.506836
	Iteration 15Q: 3 clusters Score -2944415 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2944515.000000 Penalty: 4979.506836
	Iteration 16Q: 3 clusters Score -2944515 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2944595.750000 Penalty: 4979.506836
	Iteration 17Q: 3 clusters Score -2944596 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2944650.750000 Penalty: 4979.506836
	Iteration 18Q: 3 clusters Score -2944651 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2944690.250000 Penalty: 4979.506836
	Iteration 19Q: 3 clusters Score -2944690 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -2944735.250000 Penalty: 4979.506836
	Iteration 20F: 3 clusters Score -2944735 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2944762.750000 Penalty: 4979.506836
	Iteration 21Q: 3 clusters Score -2944763 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2944786.250000 Penalty: 4979.506836
	Iteration 22Q: 3 clusters Score -2944786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -2944809.500000 Penalty: 4979.506836
	Iteration 23Q: 3 clusters Score -2944810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2944824.250000 Penalty: 4979.506836
	Iteration 24Q: 3 clusters Score -2944824 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -2944841.250000 Penalty: 4979.506836
	Iteration 25Q: 3 clusters Score -2944841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2944854.750000 Penalty: 4979.506836
	Iteration 26Q: 3 clusters Score -2944855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2944862.750000 Penalty: 4979.506836
	Iteration 27Q: 3 clusters Score -2944863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2944872.000000 Penalty: 4979.506836
	Iteration 28Q: 3 clusters Score -2944872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -2944888.000000 Penalty: 4979.506836
	Iteration 29Q: 3 clusters Score -2944888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2944899.500000 Penalty: 4979.506836
	Iteration 30Q: 3 clusters Score -2944900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -2944911.500000 Penalty: 4979.506836
	Iteration 31Q: 3 clusters Score -2944912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2944911.250000 Penalty: 4979.506836
	Iteration 32Q: 3 clusters Score -2944911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2944916.250000 Penalty: 4979.506836
	Iteration 33Q: 3 clusters Score -2944916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2944916.000000 Penalty: 4979.506836
	Iteration 34Q: 3 clusters Score -2944916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2944920.500000 Penalty: 4979.506836
	Iteration 35Q: 3 clusters Score -2944920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2944928.250000 Penalty: 4979.506836
	Iteration 36Q: 3 clusters Score -2944928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -2944930.000000 Penalty: 4979.506836
	Iteration 37Q: 3 clusters Score -2944930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2944943.250000 Penalty: 4979.506836
	Iteration 38Q: 3 clusters Score -2944943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2944952.000000 Penalty: 4979.506836
	Iteration 39Q: 3 clusters Score -2944952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -2944960.250000 Penalty: 4979.506836
	Iteration 40F: 3 clusters Score -2944960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2944959.500000 Penalty: 4979.506836
	Iteration 41Q: 3 clusters Score -2944960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -2944961.250000 Penalty: 4979.506836
	Iteration 42Q: 3 clusters Score -2944961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2944962.500000 Penalty: 4979.506836
	Iteration 43Q: 3 clusters Score -2944962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2944966.250000 Penalty: 4979.506836
	Iteration 44Q: 3 clusters Score -2944966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2944961.250000 Penalty: 4979.506836
	Iteration 45Q: 3 clusters Score -2944961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -2944965.500000 Penalty: 4979.506836
	Iteration 46Q: 3 clusters Score -2944966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2944969.750000 Penalty: 4979.506836
	Iteration 47Q: 3 clusters Score -2944970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2944970.000000 Penalty: 4979.506836
	Iteration 48Q: 3 clusters Score -2944970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2944971.250000 Penalty: 4979.506836
	Iteration 49Q: 3 clusters Score -2944971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2944974.750000 Penalty: 4979.506836
	Iteration 50Q: 3 clusters Score -2944975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2944976.000000 Penalty: 4979.506836
	Iteration 51Q: 3 clusters Score -2944976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2944976.000000 Penalty: 4979.506836
	Iteration 52F: 3 clusters Score -2944976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Entering Unmasked Estep 
Score: -1045181.562500 Penalty: 2246.500732
	Iteration 0F: 2 clusters Score -1045182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1038500.875000 Penalty: 4493.001465
	Iteration 0F: 3 clusters Score -1038501 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1040736.000000 Penalty: 4493.001465
	Iteration 1F: 3 clusters Score -1040736 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1041434.437500 Penalty: 4493.001465
	Iteration 2F: 3 clusters Score -1041434 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1041926.500000 Penalty: 4493.001465
	Iteration 3F: 3 clusters Score -1041926 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1042259.437500 Penalty: 4493.001465
	Iteration 4F: 3 clusters Score -1042259 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1042470.500000 Penalty: 4493.001465
	Iteration 5Q: 3 clusters Score -1042470 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1042639.562500 Penalty: 4493.001465
	Iteration 6Q: 3 clusters Score -1042640 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1042768.875000 Penalty: 4493.001465
	Iteration 7Q: 3 clusters Score -1042769 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1042865.062500 Penalty: 4493.001465
	Iteration 8Q: 3 clusters Score -1042865 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1042950.312500 Penalty: 4493.001465
	Iteration 9Q: 3 clusters Score -1042950 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1043016.625000 Penalty: 4493.001465
	Iteration 10Q: 3 clusters Score -1043017 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1043073.625000 Penalty: 4493.001465
	Iteration 11Q: 3 clusters Score -1043074 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1043113.500000 Penalty: 4493.001465
	Iteration 12Q: 3 clusters Score -1043114 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1043143.812500 Penalty: 4493.001465
	Iteration 13Q: 3 clusters Score -1043144 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1043172.937500 Penalty: 4493.001465
	Iteration 14Q: 3 clusters Score -1043173 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1043210.125000 Penalty: 4493.001465
	Iteration 15Q: 3 clusters Score -1043210 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1043246.500000 Penalty: 4493.001465
	Iteration 16Q: 3 clusters Score -1043246 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1043274.312500 Penalty: 4493.001465
	Iteration 17Q: 3 clusters Score -1043274 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1043304.312500 Penalty: 4493.001465
	Iteration 18Q: 3 clusters Score -1043304 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1043326.937500 Penalty: 4493.001465
	Iteration 19Q: 3 clusters Score -1043327 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1043348.437500 Penalty: 4493.001465
	Iteration 20F: 3 clusters Score -1043348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1043361.562500 Penalty: 4493.001465
	Iteration 21Q: 3 clusters Score -1043362 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1043372.937500 Penalty: 4493.001465
	Iteration 22Q: 3 clusters Score -1043373 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1043384.000000 Penalty: 4493.001465
	Iteration 23Q: 3 clusters Score -1043384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1043398.937500 Penalty: 4493.001465
	Iteration 24Q: 3 clusters Score -1043399 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1043412.375000 Penalty: 4493.001465
	Iteration 25Q: 3 clusters Score -1043412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1043428.250000 Penalty: 4493.001465
	Iteration 26Q: 3 clusters Score -1043428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1043442.062500 Penalty: 4493.001465
	Iteration 27Q: 3 clusters Score -1043442 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1043460.125000 Penalty: 4493.001465
	Iteration 28Q: 3 clusters Score -1043460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1043483.500000 Penalty: 4493.001465
	Iteration 29Q: 3 clusters Score -1043484 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1043508.937500 Penalty: 4493.001465
	Iteration 30Q: 3 clusters Score -1043509 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1043534.875000 Penalty: 4493.001465
	Iteration 31Q: 3 clusters Score -1043535 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1043563.125000 Penalty: 4493.001465
	Iteration 32Q: 3 clusters Score -1043563 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1043592.562500 Penalty: 4493.001465
	Iteration 33Q: 3 clusters Score -1043593 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1043624.375000 Penalty: 4493.001465
	Iteration 34Q: 3 clusters Score -1043624 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1043650.687500 Penalty: 4493.001465
	Iteration 35Q: 3 clusters Score -1043651 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1043683.437500 Penalty: 4493.001465
	Iteration 36Q: 3 clusters Score -1043683 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1043709.062500 Penalty: 4493.001465
	Iteration 37Q: 3 clusters Score -1043709 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1043720.687500 Penalty: 4493.001465
	Iteration 38Q: 3 clusters Score -1043721 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1043732.375000 Penalty: 4493.001465
	Iteration 39Q: 3 clusters Score -1043732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1043743.125000 Penalty: 4493.001465
	Iteration 40F: 3 clusters Score -1043743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1043749.875000 Penalty: 4493.001465
	Iteration 41Q: 3 clusters Score -1043750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1043757.687500 Penalty: 4493.001465
	Iteration 42Q: 3 clusters Score -1043758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1043765.375000 Penalty: 4493.001465
	Iteration 43Q: 3 clusters Score -1043765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1043775.812500 Penalty: 4493.001465
	Iteration 44Q: 3 clusters Score -1043776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1043781.500000 Penalty: 4493.001465
	Iteration 45Q: 3 clusters Score -1043782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1043793.125000 Penalty: 4493.001465
	Iteration 46Q: 3 clusters Score -1043793 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1043804.062500 Penalty: 4493.001465
	Iteration 47Q: 3 clusters Score -1043804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1043819.625000 Penalty: 4493.001465
	Iteration 48Q: 3 clusters Score -1043820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1043833.875000 Penalty: 4493.001465
	Iteration 49Q: 3 clusters Score -1043834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1043844.812500 Penalty: 4493.001465
	Iteration 50Q: 3 clusters Score -1043845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1043855.375000 Penalty: 4493.001465
	Iteration 51Q: 3 clusters Score -1043855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1043864.375000 Penalty: 4493.001465
	Iteration 52Q: 3 clusters Score -1043864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1043869.437500 Penalty: 4493.001465
	Iteration 53Q: 3 clusters Score -1043869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1043875.937500 Penalty: 4493.001465
	Iteration 54Q: 3 clusters Score -1043876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1043881.937500 Penalty: 4493.001465
	Iteration 55Q: 3 clusters Score -1043882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1043890.375000 Penalty: 4493.001465
	Iteration 56Q: 3 clusters Score -1043890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1043897.625000 Penalty: 4493.001465
	Iteration 57Q: 3 clusters Score -1043898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1043907.812500 Penalty: 4493.001465
	Iteration 58Q: 3 clusters Score -1043908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1043911.437500 Penalty: 4493.001465
	Iteration 59Q: 3 clusters Score -1043911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1043916.125000 Penalty: 4493.001465
	Iteration 60F: 3 clusters Score -1043916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1043918.625000 Penalty: 4493.001465
	Iteration 61Q: 3 clusters Score -1043919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1043927.687500 Penalty: 4493.001465
	Iteration 62Q: 3 clusters Score -1043928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1043938.062500 Penalty: 4493.001465
	Iteration 63Q: 3 clusters Score -1043938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1043945.687500 Penalty: 4493.001465
	Iteration 64Q: 3 clusters Score -1043946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1043957.687500 Penalty: 4493.001465
	Iteration 65Q: 3 clusters Score -1043958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1043972.375000 Penalty: 4493.001465
	Iteration 66Q: 3 clusters Score -1043972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1043981.062500 Penalty: 4493.001465
	Iteration 67Q: 3 clusters Score -1043981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1043994.750000 Penalty: 4493.001465
	Iteration 68Q: 3 clusters Score -1043995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1044018.375000 Penalty: 4493.001465
	Iteration 69Q: 3 clusters Score -1044018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1044041.937500 Penalty: 4493.001465
	Iteration 70Q: 3 clusters Score -1044042 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1044079.937500 Penalty: 4493.001465
	Iteration 71Q: 3 clusters Score -1044080 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1044117.875000 Penalty: 4493.001465
	Iteration 72Q: 3 clusters Score -1044118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1044140.562500 Penalty: 4493.001465
	Iteration 73Q: 3 clusters Score -1044141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1044159.437500 Penalty: 4493.001465
	Iteration 74Q: 3 clusters Score -1044159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1044183.625000 Penalty: 4493.001465
	Iteration 75Q: 3 clusters Score -1044184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1044196.875000 Penalty: 4493.001465
	Iteration 76Q: 3 clusters Score -1044197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1044208.937500 Penalty: 4493.001465
	Iteration 77Q: 3 clusters Score -1044209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1044216.375000 Penalty: 4493.001465
	Iteration 78Q: 3 clusters Score -1044216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1044218.812500 Penalty: 4493.001465
	Iteration 79Q: 3 clusters Score -1044219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1044224.812500 Penalty: 4493.001465
	Iteration 80F: 3 clusters Score -1044225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1044227.500000 Penalty: 4493.001465
	Iteration 81Q: 3 clusters Score -1044228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1044231.187500 Penalty: 4493.001465
	Iteration 82Q: 3 clusters Score -1044231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1044233.500000 Penalty: 4493.001465
	Iteration 83Q: 3 clusters Score -1044234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1044237.312500 Penalty: 4493.001465
	Iteration 84Q: 3 clusters Score -1044237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1044237.250000 Penalty: 4493.001465
	Iteration 85Q: 3 clusters Score -1044237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1044240.875000 Penalty: 4493.001465
	Iteration 86Q: 3 clusters Score -1044241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1044244.437500 Penalty: 4493.001465
	Iteration 87Q: 3 clusters Score -1044244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1044245.812500 Penalty: 4493.001465
	Iteration 88Q: 3 clusters Score -1044246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1044246.312500 Penalty: 4493.001465
	Iteration 89Q: 3 clusters Score -1044246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1044249.750000 Penalty: 4493.001465
	Iteration 90Q: 3 clusters Score -1044250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1044246.812500 Penalty: 4493.001465
	Iteration 91Q: 3 clusters Score -1044247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1044249.187500 Penalty: 4493.001465
	Iteration 92Q: 3 clusters Score -1044249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1044249.187500 Penalty: 4493.001465
	Iteration 93F: 3 clusters Score -1044249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Entering Unmasked Estep 
Score: -302178.062500 Penalty: 1924.066772
	Iteration 0F: 2 clusters Score -302178.1 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 1178 members 
Entering Unmasked Estep 
Score: -299313.750000 Penalty: 3848.133545
	Iteration 0F: 3 clusters Score -299313.8 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -299802.593750 Penalty: 3848.133545
	Iteration 1F: 3 clusters Score -299802.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -299957.281250 Penalty: 3848.133545
	Iteration 2F: 3 clusters Score -299957.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -300043.500000 Penalty: 3848.133545
	Iteration 3Q: 3 clusters Score -300043.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -300099.968750 Penalty: 3848.133545
	Iteration 4Q: 3 clusters Score -300100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -300133.187500 Penalty: 3848.133545
	Iteration 5Q: 3 clusters Score -300133.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -300150.625000 Penalty: 3848.133545
	Iteration 6Q: 3 clusters Score -300150.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -300164.343750 Penalty: 3848.133545
	Iteration 7Q: 3 clusters Score -300164.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -300173.875000 Penalty: 3848.133545
	Iteration 8Q: 3 clusters Score -300173.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -300186.500000 Penalty: 3848.133545
	Iteration 9Q: 3 clusters Score -300186.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -300201.906250 Penalty: 3848.133545
	Iteration 10Q: 3 clusters Score -300201.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -300211.281250 Penalty: 3848.133545
	Iteration 11Q: 3 clusters Score -300211.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -300219.125000 Penalty: 3848.133545
	Iteration 12Q: 3 clusters Score -300219.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -300224.687500 Penalty: 3848.133545
	Iteration 13Q: 3 clusters Score -300224.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -300229.437500 Penalty: 3848.133545
	Iteration 14Q: 3 clusters Score -300229.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -300233.718750 Penalty: 3848.133545
	Iteration 15Q: 3 clusters Score -300233.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -300238.500000 Penalty: 3848.133545
	Iteration 16Q: 3 clusters Score -300238.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -300243.843750 Penalty: 3848.133545
	Iteration 17Q: 3 clusters Score -300243.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -300245.656250 Penalty: 3848.133545
	Iteration 18Q: 3 clusters Score -300245.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -300246.500000 Penalty: 3848.133545
	Iteration 19Q: 3 clusters Score -300246.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -300247.250000 Penalty: 3848.133545
	Iteration 20F: 3 clusters Score -300247.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -300248.406250 Penalty: 3848.133545
	Iteration 21Q: 3 clusters Score -300248.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -300248.656250 Penalty: 3848.133545
	Iteration 22Q: 3 clusters Score -300248.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -300249.031250 Penalty: 3848.133545
	Iteration 23Q: 3 clusters Score -300249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -300249.031250 Penalty: 3848.133545
	Iteration 24F: 3 clusters Score -300249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Entering Unmasked Estep 
Score: -2605393.500000 Penalty: 2457.178223
	Iteration 0F: 2 clusters Score -2605394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2591221.750000 Penalty: 4914.356445
	Iteration 0F: 3 clusters Score -2591222 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2596063.000000 Penalty: 4914.356445
	Iteration 1F: 3 clusters Score -2596063 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2596484.500000 Penalty: 4914.356445
	Iteration 2F: 3 clusters Score -2596484 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2596885.250000 Penalty: 4914.356445
	Iteration 3Q: 3 clusters Score -2596885 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2597330.750000 Penalty: 4914.356445
	Iteration 4Q: 3 clusters Score -2597331 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2597827.000000 Penalty: 4914.356445
	Iteration 5F: 3 clusters Score -2597827 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2598408.000000 Penalty: 4914.356445
	Iteration 6F: 3 clusters Score -2598408 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2598979.750000 Penalty: 4914.356445
	Iteration 7F: 3 clusters Score -2598980 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2599528.750000 Penalty: 4914.356445
	Iteration 8Q: 3 clusters Score -2599529 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2600075.750000 Penalty: 4914.356445
	Iteration 9Q: 3 clusters Score -2600076 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2600664.000000 Penalty: 4914.356445
	Iteration 10Q: 3 clusters Score -2600664 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2601304.750000 Penalty: 4914.356445
	Iteration 11Q: 3 clusters Score -2601305 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2601869.250000 Penalty: 4914.356445
	Iteration 12Q: 3 clusters Score -2601869 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2602291.750000 Penalty: 4914.356445
	Iteration 13Q: 3 clusters Score -2602292 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2602615.000000 Penalty: 4914.356445
	Iteration 14Q: 3 clusters Score -2602615 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2602845.250000 Penalty: 4914.356445
	Iteration 15Q: 3 clusters Score -2602845 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2602992.750000 Penalty: 4914.356445
	Iteration 16Q: 3 clusters Score -2602993 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2603068.750000 Penalty: 4914.356445
	Iteration 17Q: 3 clusters Score -2603069 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2603125.750000 Penalty: 4914.356445
	Iteration 18Q: 3 clusters Score -2603126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2603154.500000 Penalty: 4914.356445
	Iteration 19Q: 3 clusters Score -2603154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2603184.000000 Penalty: 4914.356445
	Iteration 20F: 3 clusters Score -2603184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2603210.250000 Penalty: 4914.356445
	Iteration 21Q: 3 clusters Score -2603210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2603210.500000 Penalty: 4914.356445
	Iteration 22Q: 3 clusters Score -2603210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2603215.750000 Penalty: 4914.356445
	Iteration 23Q: 3 clusters Score -2603216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2603222.000000 Penalty: 4914.356445
	Iteration 24Q: 3 clusters Score -2603222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2603231.500000 Penalty: 4914.356445
	Iteration 25Q: 3 clusters Score -2603232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2603239.000000 Penalty: 4914.356445
	Iteration 26Q: 3 clusters Score -2603239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2603250.750000 Penalty: 4914.356445
	Iteration 27Q: 3 clusters Score -2603251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2603260.000000 Penalty: 4914.356445
	Iteration 28Q: 3 clusters Score -2603260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2603266.500000 Penalty: 4914.356445
	Iteration 29Q: 3 clusters Score -2603266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2603277.500000 Penalty: 4914.356445
	Iteration 30Q: 3 clusters Score -2603278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2603279.750000 Penalty: 4914.356445
	Iteration 31Q: 3 clusters Score -2603280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2603281.000000 Penalty: 4914.356445
	Iteration 32Q: 3 clusters Score -2603281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2603282.500000 Penalty: 4914.356445
	Iteration 33Q: 3 clusters Score -2603282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2603281.500000 Penalty: 4914.356445
	Iteration 34Q: 3 clusters Score -2603282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2603284.750000 Penalty: 4914.356445
	Iteration 35Q: 3 clusters Score -2603285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2603286.500000 Penalty: 4914.356445
	Iteration 36Q: 3 clusters Score -2603286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2603289.000000 Penalty: 4914.356445
	Iteration 37Q: 3 clusters Score -2603289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2603290.000000 Penalty: 4914.356445
	Iteration 38Q: 3 clusters Score -2603290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2603290.500000 Penalty: 4914.356445
	Iteration 39Q: 3 clusters Score -2603290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2603291.250000 Penalty: 4914.356445
	Iteration 40F: 3 clusters Score -2603291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -102801.734375 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -102801.7 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 439 members 
Entering Unmasked Estep 
Score: -101025.015625 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -101025 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101389.054688 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -101389.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -101571.078125 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -101571.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101749.328125 Penalty: 3362.841309
	Iteration 3F: 3 clusters Score -101749.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -102075.406250 Penalty: 3362.841309
	Iteration 4F: 3 clusters Score -102075.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -102279.476562 Penalty: 3362.841309
	Iteration 5F: 3 clusters Score -102279.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -102500.554688 Penalty: 3362.841309
	Iteration 6F: 3 clusters Score -102500.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -102701.203125 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -102701.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -102764.859375 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -102764.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -102783.726562 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -102783.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -102797.062500 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -102797.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -102799.445312 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -102799.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -102800.742188 Penalty: 3362.841309
	Iteration 12Q: 3 clusters Score -102800.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -102805.328125 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -102805.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -102805.328125 Penalty: 3362.841309
	Iteration 14F: 3 clusters Score -102805.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107928 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 44491 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30836 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11125 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 292 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 588 members 
Entering Unmasked Estep 
Score: -73855496.000000 Penalty: 118472.648438
Splitting cluster 24 changes total score from -73857096.000000 to -73855496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -50611.875000 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -50611.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49295.148438 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -49295.15 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -49485.527344 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -49485.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -49562.488281 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -49562.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49589.074219 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -49589.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -49601.425781 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -49601.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -49652.613281 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -49652.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -49685.539062 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -49685.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -49717.289062 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -49717.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -49772.007812 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -49772.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -49805.136719 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -49805.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -49833.175781 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -49833.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -49852.398438 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -49852.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -49864.617188 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -49864.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -49876.835938 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -49876.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -49876.835938 Penalty: 3020.166260
	Iteration 14F: 3 clusters Score -49876.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Entering Unmasked Estep 
Score: -3490023.000000 Penalty: 2527.877686
	Iteration 0F: 2 clusters Score -3490023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3471518.000000 Penalty: 5055.755371
	Iteration 0F: 3 clusters Score -3471518 nChanged 11975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -3477927.500000 Penalty: 5055.755371
	Iteration 1F: 3 clusters Score -3477928 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -3478364.500000 Penalty: 5055.755371
	Iteration 2Q: 3 clusters Score -3478364 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3478826.000000 Penalty: 5055.755371
	Iteration 3Q: 3 clusters Score -3478826 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -3479328.750000 Penalty: 5055.755371
	Iteration 4Q: 3 clusters Score -3479329 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3480075.250000 Penalty: 5055.755371
	Iteration 5F: 3 clusters Score -3480075 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3481162.000000 Penalty: 5055.755371
	Iteration 6F: 3 clusters Score -3481162 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3482590.750000 Penalty: 5055.755371
	Iteration 7F: 3 clusters Score -3482591 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3484021.750000 Penalty: 5055.755371
	Iteration 8F: 3 clusters Score -3484022 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3485150.500000 Penalty: 5055.755371
	Iteration 9F: 3 clusters Score -3485150 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -3485966.250000 Penalty: 5055.755371
	Iteration 10Q: 3 clusters Score -3485966 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -3486653.750000 Penalty: 5055.755371
	Iteration 11Q: 3 clusters Score -3486654 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -3487434.000000 Penalty: 5055.755371
	Iteration 12Q: 3 clusters Score -3487434 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -3488329.500000 Penalty: 5055.755371
	Iteration 13Q: 3 clusters Score -3488330 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3489024.750000 Penalty: 5055.755371
	Iteration 14Q: 3 clusters Score -3489025 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -3489351.750000 Penalty: 5055.755371
	Iteration 15Q: 3 clusters Score -3489352 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3489486.000000 Penalty: 5055.755371
	Iteration 16Q: 3 clusters Score -3489486 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -3489548.500000 Penalty: 5055.755371
	Iteration 17Q: 3 clusters Score -3489548 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -3489569.750000 Penalty: 5055.755371
	Iteration 18Q: 3 clusters Score -3489570 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -3489592.500000 Penalty: 5055.755371
	Iteration 19Q: 3 clusters Score -3489592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -3489590.750000 Penalty: 5055.755371
	Iteration 20F: 3 clusters Score -3489591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3489590.250000 Penalty: 5055.755371
	Iteration 21Q: 3 clusters Score -3489590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3489600.500000 Penalty: 5055.755371
	Iteration 22Q: 3 clusters Score -3489600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -3489603.750000 Penalty: 5055.755371
	Iteration 23Q: 3 clusters Score -3489604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -3489605.250000 Penalty: 5055.755371
	Iteration 24Q: 3 clusters Score -3489605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -3489606.750000 Penalty: 5055.755371
	Iteration 25Q: 3 clusters Score -3489607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -3489603.750000 Penalty: 5055.755371
	Iteration 26Q: 3 clusters Score -3489604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -3489608.250000 Penalty: 5055.755371
	Iteration 27Q: 3 clusters Score -3489608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -3489610.000000 Penalty: 5055.755371
	Iteration 28Q: 3 clusters Score -3489610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3489605.500000 Penalty: 5055.755371
	Iteration 29Q: 3 clusters Score -3489606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3489609.750000 Penalty: 5055.755371
	Iteration 30Q: 3 clusters Score -3489610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3489612.250000 Penalty: 5055.755371
	Iteration 31Q: 3 clusters Score -3489612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -3489617.000000 Penalty: 5055.755371
	Iteration 32Q: 3 clusters Score -3489617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -3489611.000000 Penalty: 5055.755371
	Iteration 33Q: 3 clusters Score -3489611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -3489615.250000 Penalty: 5055.755371
	Iteration 34Q: 3 clusters Score -3489615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -3489615.750000 Penalty: 5055.755371
	Iteration 35Q: 3 clusters Score -3489616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -3489616.000000 Penalty: 5055.755371
	Iteration 36Q: 3 clusters Score -3489616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -3489617.750000 Penalty: 5055.755371
	Iteration 37Q: 3 clusters Score -3489618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -3489617.750000 Penalty: 5055.755371
	Iteration 38F: 3 clusters Score -3489618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Entering Unmasked Estep 
Score: -613040.125000 Penalty: 2098.076904
	Iteration 0F: 2 clusters Score -613040.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -608663.062500 Penalty: 4196.153809
	Iteration 0F: 3 clusters Score -608663.1 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -609690.187500 Penalty: 4196.153809
	Iteration 1F: 3 clusters Score -609690.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -609913.562500 Penalty: 4196.153809
	Iteration 2F: 3 clusters Score -609913.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -610064.187500 Penalty: 4196.153809
	Iteration 3F: 3 clusters Score -610064.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -610176.000000 Penalty: 4196.153809
	Iteration 4Q: 3 clusters Score -610176 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -610256.250000 Penalty: 4196.153809
	Iteration 5Q: 3 clusters Score -610256.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -610309.312500 Penalty: 4196.153809
	Iteration 6Q: 3 clusters Score -610309.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -610350.187500 Penalty: 4196.153809
	Iteration 7Q: 3 clusters Score -610350.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -610386.312500 Penalty: 4196.153809
	Iteration 8Q: 3 clusters Score -610386.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -610420.687500 Penalty: 4196.153809
	Iteration 9Q: 3 clusters Score -610420.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -610452.187500 Penalty: 4196.153809
	Iteration 10Q: 3 clusters Score -610452.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -610480.750000 Penalty: 4196.153809
	Iteration 11Q: 3 clusters Score -610480.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -610512.062500 Penalty: 4196.153809
	Iteration 12Q: 3 clusters Score -610512.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -610542.437500 Penalty: 4196.153809
	Iteration 13Q: 3 clusters Score -610542.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -610570.750000 Penalty: 4196.153809
	Iteration 14Q: 3 clusters Score -610570.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -610598.687500 Penalty: 4196.153809
	Iteration 15Q: 3 clusters Score -610598.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -610624.687500 Penalty: 4196.153809
	Iteration 16Q: 3 clusters Score -610624.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -610659.500000 Penalty: 4196.153809
	Iteration 17Q: 3 clusters Score -610659.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -610690.375000 Penalty: 4196.153809
	Iteration 18Q: 3 clusters Score -610690.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -610717.500000 Penalty: 4196.153809
	Iteration 19Q: 3 clusters Score -610717.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -610747.750000 Penalty: 4196.153809
	Iteration 20F: 3 clusters Score -610747.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -610780.937500 Penalty: 4196.153809
	Iteration 21Q: 3 clusters Score -610780.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -610816.750000 Penalty: 4196.153809
	Iteration 22Q: 3 clusters Score -610816.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -610851.250000 Penalty: 4196.153809
	Iteration 23Q: 3 clusters Score -610851.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -610883.187500 Penalty: 4196.153809
	Iteration 24Q: 3 clusters Score -610883.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -610908.250000 Penalty: 4196.153809
	Iteration 25Q: 3 clusters Score -610908.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -610927.687500 Penalty: 4196.153809
	Iteration 26Q: 3 clusters Score -610927.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -610947.375000 Penalty: 4196.153809
	Iteration 27Q: 3 clusters Score -610947.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -610964.500000 Penalty: 4196.153809
	Iteration 28Q: 3 clusters Score -610964.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -610984.687500 Penalty: 4196.153809
	Iteration 29Q: 3 clusters Score -610984.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -611008.937500 Penalty: 4196.153809
	Iteration 30Q: 3 clusters Score -611008.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -611028.250000 Penalty: 4196.153809
	Iteration 31Q: 3 clusters Score -611028.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -611040.312500 Penalty: 4196.153809
	Iteration 32Q: 3 clusters Score -611040.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -611049.625000 Penalty: 4196.153809
	Iteration 33Q: 3 clusters Score -611049.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -611061.375000 Penalty: 4196.153809
	Iteration 34Q: 3 clusters Score -611061.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -611078.562500 Penalty: 4196.153809
	Iteration 35Q: 3 clusters Score -611078.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -611097.937500 Penalty: 4196.153809
	Iteration 36Q: 3 clusters Score -611097.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -611107.875000 Penalty: 4196.153809
	Iteration 37Q: 3 clusters Score -611107.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -611115.750000 Penalty: 4196.153809
	Iteration 38Q: 3 clusters Score -611115.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -611119.375000 Penalty: 4196.153809
	Iteration 39Q: 3 clusters Score -611119.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -611121.625000 Penalty: 4196.153809
	Iteration 40F: 3 clusters Score -611121.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -611124.750000 Penalty: 4196.153809
	Iteration 41Q: 3 clusters Score -611124.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -611127.437500 Penalty: 4196.153809
	Iteration 42Q: 3 clusters Score -611127.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -611131.312500 Penalty: 4196.153809
	Iteration 43Q: 3 clusters Score -611131.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -611132.312500 Penalty: 4196.153809
	Iteration 44Q: 3 clusters Score -611132.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -611133.062500 Penalty: 4196.153809
	Iteration 45Q: 3 clusters Score -611133.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -611136.750000 Penalty: 4196.153809
	Iteration 46Q: 3 clusters Score -611136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -611137.875000 Penalty: 4196.153809
	Iteration 47Q: 3 clusters Score -611137.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -611138.812500 Penalty: 4196.153809
	Iteration 48Q: 3 clusters Score -611138.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -611140.875000 Penalty: 4196.153809
	Iteration 49Q: 3 clusters Score -611140.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -611145.375000 Penalty: 4196.153809
	Iteration 50Q: 3 clusters Score -611145.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -611148.187500 Penalty: 4196.153809
	Iteration 51Q: 3 clusters Score -611148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -611150.500000 Penalty: 4196.153809
	Iteration 52Q: 3 clusters Score -611150.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -611150.937500 Penalty: 4196.153809
	Iteration 53Q: 3 clusters Score -611150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -611151.437500 Penalty: 4196.153809
	Iteration 54Q: 3 clusters Score -611151.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -611151.437500 Penalty: 4196.153809
	Iteration 55F: 3 clusters Score -611151.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (125971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125971 members 
Entering Unmasked Estep 
Score: -16594146.000000 Penalty: 2912.464111
	Iteration 0F: 2 clusters Score -1.659415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 63084 members 
Entering Unmasked Estep 
Score: -16510068.000000 Penalty: 5824.928223
	Iteration 0F: 3 clusters Score -1.651007e+07 nChanged 59962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63151 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -16544677.000000 Penalty: 5824.928223
	Iteration 1F: 3 clusters Score -1.654468e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 62788 members 
Entering Unmasked Estep 
Score: -16545363.000000 Penalty: 5824.928223
	Iteration 2Q: 3 clusters Score -1.654536e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63104 members 
Mstep: Class 2 contains 62867 members 
Entering Unmasked Estep 
Score: -16546135.000000 Penalty: 5824.928223
	Iteration 3Q: 3 clusters Score -1.654614e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62995 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -16546938.000000 Penalty: 5824.928223
	Iteration 4Q: 3 clusters Score -1.654694e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -16548109.000000 Penalty: 5824.928223
	Iteration 5Q: 3 clusters Score -1.654811e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 63378 members 
Entering Unmasked Estep 
Score: -16549561.000000 Penalty: 5824.928223
	Iteration 6Q: 3 clusters Score -1.654956e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62185 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -16551415.000000 Penalty: 5824.928223
	Iteration 7Q: 3 clusters Score -1.655142e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61697 members 
Mstep: Class 2 contains 64274 members 
Entering Unmasked Estep 
Score: -16553992.000000 Penalty: 5824.928223
	Iteration 8Q: 3 clusters Score -1.655399e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 64748 members 
Entering Unmasked Estep 
Score: -16557627.000000 Penalty: 5824.928223
	Iteration 9Q: 3 clusters Score -1.655763e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -16561872.000000 Penalty: 5824.928223
	Iteration 10F: 3 clusters Score -1.656187e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 65220 members 
Entering Unmasked Estep 
Score: -16566466.000000 Penalty: 5824.928223
	Iteration 11F: 3 clusters Score -1.656647e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -16569221.000000 Penalty: 5824.928223
	Iteration 12Q: 3 clusters Score -1.656922e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 64976 members 
Entering Unmasked Estep 
Score: -16570255.000000 Penalty: 5824.928223
	Iteration 13Q: 3 clusters Score -1.657026e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -16570600.000000 Penalty: 5824.928223
	Iteration 14Q: 3 clusters Score -1.65706e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61282 members 
Mstep: Class 2 contains 64689 members 
Entering Unmasked Estep 
Score: -16570805.000000 Penalty: 5824.928223
	Iteration 15Q: 3 clusters Score -1.65708e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61392 members 
Mstep: Class 2 contains 64579 members 
Entering Unmasked Estep 
Score: -16570868.000000 Penalty: 5824.928223
	Iteration 16Q: 3 clusters Score -1.657087e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -16570951.000000 Penalty: 5824.928223
	Iteration 17Q: 3 clusters Score -1.657095e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61669 members 
Mstep: Class 2 contains 64302 members 
Entering Unmasked Estep 
Score: -16570976.000000 Penalty: 5824.928223
	Iteration 18Q: 3 clusters Score -1.657098e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61780 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -16570938.000000 Penalty: 5824.928223
	Iteration 19Q: 3 clusters Score -1.657094e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 64094 members 
Entering Unmasked Estep 
Score: -16570976.000000 Penalty: 5824.928223
	Iteration 20F: 3 clusters Score -1.657098e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -16570974.000000 Penalty: 5824.928223
	Iteration 21Q: 3 clusters Score -1.657097e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -16570995.000000 Penalty: 5824.928223
	Iteration 22Q: 3 clusters Score -1.6571e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62045 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -16571007.000000 Penalty: 5824.928223
	Iteration 23Q: 3 clusters Score -1.657101e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62141 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -16571047.000000 Penalty: 5824.928223
	Iteration 24Q: 3 clusters Score -1.657105e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 63777 members 
Entering Unmasked Estep 
Score: -16571087.000000 Penalty: 5824.928223
	Iteration 25Q: 3 clusters Score -1.657109e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
Score: -16571125.000000 Penalty: 5824.928223
	Iteration 26Q: 3 clusters Score -1.657112e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 63648 members 
Entering Unmasked Estep 
Score: -16571144.000000 Penalty: 5824.928223
	Iteration 27Q: 3 clusters Score -1.657114e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62375 members 
Mstep: Class 2 contains 63596 members 
Entering Unmasked Estep 
Score: -16571129.000000 Penalty: 5824.928223
	Iteration 28Q: 3 clusters Score -1.657113e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62425 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -16571240.000000 Penalty: 5824.928223
	Iteration 29Q: 3 clusters Score -1.657124e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 63556 members 
Entering Unmasked Estep 
Score: -16571305.000000 Penalty: 5824.928223
	Iteration 30Q: 3 clusters Score -1.65713e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
Score: -16571369.000000 Penalty: 5824.928223
	Iteration 31Q: 3 clusters Score -1.657137e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -16571370.000000 Penalty: 5824.928223
	Iteration 32Q: 3 clusters Score -1.657137e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -16571443.000000 Penalty: 5824.928223
	Iteration 33Q: 3 clusters Score -1.657144e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -16571473.000000 Penalty: 5824.928223
	Iteration 34Q: 3 clusters Score -1.657147e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62362 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -16571522.000000 Penalty: 5824.928223
	Iteration 35Q: 3 clusters Score -1.657152e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62314 members 
Mstep: Class 2 contains 63657 members 
Entering Unmasked Estep 
Score: -16571496.000000 Penalty: 5824.928223
	Iteration 36Q: 3 clusters Score -1.65715e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
Score: -16571563.000000 Penalty: 5824.928223
	Iteration 37Q: 3 clusters Score -1.657156e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -16571573.000000 Penalty: 5824.928223
	Iteration 38Q: 3 clusters Score -1.657157e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -16571567.000000 Penalty: 5824.928223
	Iteration 39Q: 3 clusters Score -1.657157e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 63889 members 
Entering Unmasked Estep 
Score: -16571603.000000 Penalty: 5824.928223
	Iteration 40F: 3 clusters Score -1.65716e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -16571686.000000 Penalty: 5824.928223
	Iteration 41Q: 3 clusters Score -1.657169e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61936 members 
Mstep: Class 2 contains 64035 members 
Entering Unmasked Estep 
Score: -16571698.000000 Penalty: 5824.928223
	Iteration 42Q: 3 clusters Score -1.65717e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61850 members 
Mstep: Class 2 contains 64121 members 
Entering Unmasked Estep 
Score: -16571733.000000 Penalty: 5824.928223
	Iteration 43Q: 3 clusters Score -1.657173e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -16571751.000000 Penalty: 5824.928223
	Iteration 44Q: 3 clusters Score -1.657175e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61668 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -16571758.000000 Penalty: 5824.928223
	Iteration 45Q: 3 clusters Score -1.657176e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 64403 members 
Entering Unmasked Estep 
Score: -16571755.000000 Penalty: 5824.928223
	Iteration 46Q: 3 clusters Score -1.657176e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -16571772.000000 Penalty: 5824.928223
	Iteration 47Q: 3 clusters Score -1.657177e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61380 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -16571821.000000 Penalty: 5824.928223
	Iteration 48Q: 3 clusters Score -1.657182e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -16571828.000000 Penalty: 5824.928223
	Iteration 49Q: 3 clusters Score -1.657183e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -16571795.000000 Penalty: 5824.928223
	Iteration 50Q: 3 clusters Score -1.65718e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -16571822.000000 Penalty: 5824.928223
	Iteration 51Q: 3 clusters Score -1.657182e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
Score: -16571822.000000 Penalty: 5824.928223
	Iteration 52Q: 3 clusters Score -1.657182e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 65026 members 
Entering Unmasked Estep 
Score: -16571858.000000 Penalty: 5824.928223
	Iteration 53Q: 3 clusters Score -1.657186e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -16571919.000000 Penalty: 5824.928223
	Iteration 54Q: 3 clusters Score -1.657192e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 65211 members 
Entering Unmasked Estep 
Score: -16571939.000000 Penalty: 5824.928223
	Iteration 55Q: 3 clusters Score -1.657194e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 65342 members 
Entering Unmasked Estep 
Score: -16571943.000000 Penalty: 5824.928223
	Iteration 56Q: 3 clusters Score -1.657194e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 65518 members 
Entering Unmasked Estep 
Score: -16571983.000000 Penalty: 5824.928223
	Iteration 57Q: 3 clusters Score -1.657198e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 65708 members 
Entering Unmasked Estep 
Score: -16572004.000000 Penalty: 5824.928223
	Iteration 58Q: 3 clusters Score -1.6572e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 65901 members 
Entering Unmasked Estep 
Score: -16572056.000000 Penalty: 5824.928223
	Iteration 59Q: 3 clusters Score -1.657206e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -16572080.000000 Penalty: 5824.928223
	Iteration 60F: 3 clusters Score -1.657208e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
Score: -16572080.000000 Penalty: 5824.928223
	Iteration 61Q: 3 clusters Score -1.657208e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59470 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -16572136.000000 Penalty: 5824.928223
	Iteration 62Q: 3 clusters Score -1.657214e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 66733 members 
Entering Unmasked Estep 
Score: -16572180.000000 Penalty: 5824.928223
	Iteration 63Q: 3 clusters Score -1.657218e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 66978 members 
Entering Unmasked Estep 
Score: -16572211.000000 Penalty: 5824.928223
	Iteration 64Q: 3 clusters Score -1.657221e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 67249 members 
Entering Unmasked Estep 
Score: -16572209.000000 Penalty: 5824.928223
	Iteration 65Q: 3 clusters Score -1.657221e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 67525 members 
Entering Unmasked Estep 
Score: -16572243.000000 Penalty: 5824.928223
	Iteration 66Q: 3 clusters Score -1.657224e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 67816 members 
Entering Unmasked Estep 
Score: -16572292.000000 Penalty: 5824.928223
	Iteration 67Q: 3 clusters Score -1.657229e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 68157 members 
Entering Unmasked Estep 
Score: -16572384.000000 Penalty: 5824.928223
	Iteration 68Q: 3 clusters Score -1.657238e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 68536 members 
Entering Unmasked Estep 
Score: -16572426.000000 Penalty: 5824.928223
	Iteration 69Q: 3 clusters Score -1.657243e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57037 members 
Mstep: Class 2 contains 68934 members 
Entering Unmasked Estep 
Score: -16572514.000000 Penalty: 5824.928223
	Iteration 70Q: 3 clusters Score -1.657251e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -16572580.000000 Penalty: 5824.928223
	Iteration 71Q: 3 clusters Score -1.657258e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 69827 members 
Entering Unmasked Estep 
Score: -16572621.000000 Penalty: 5824.928223
	Iteration 72Q: 3 clusters Score -1.657262e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 70308 members 
Entering Unmasked Estep 
Score: -16572711.000000 Penalty: 5824.928223
	Iteration 73Q: 3 clusters Score -1.657271e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 70874 members 
Entering Unmasked Estep 
Score: -16572814.000000 Penalty: 5824.928223
	Iteration 74Q: 3 clusters Score -1.657281e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 71492 members 
Entering Unmasked Estep 
Score: -16572949.000000 Penalty: 5824.928223
	Iteration 75Q: 3 clusters Score -1.657295e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53806 members 
Mstep: Class 2 contains 72165 members 
Entering Unmasked Estep 
Score: -16573029.000000 Penalty: 5824.928223
	Iteration 76Q: 3 clusters Score -1.657303e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 72860 members 
Entering Unmasked Estep 
Score: -16573125.000000 Penalty: 5824.928223
	Iteration 77Q: 3 clusters Score -1.657312e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 73599 members 
Entering Unmasked Estep 
Score: -16573219.000000 Penalty: 5824.928223
	Iteration 78Q: 3 clusters Score -1.657322e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 74404 members 
Entering Unmasked Estep 
Score: -16573348.000000 Penalty: 5824.928223
	Iteration 79Q: 3 clusters Score -1.657335e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -16573427.000000 Penalty: 5824.928223
	Iteration 80F: 3 clusters Score -1.657343e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -16573612.000000 Penalty: 5824.928223
	Iteration 81Q: 3 clusters Score -1.657361e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 77176 members 
Entering Unmasked Estep 
Score: -16573742.000000 Penalty: 5824.928223
	Iteration 82Q: 3 clusters Score -1.657374e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 78247 members 
Entering Unmasked Estep 
Score: -16573859.000000 Penalty: 5824.928223
	Iteration 83Q: 3 clusters Score -1.657386e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 79391 members 
Entering Unmasked Estep 
Score: -16574079.000000 Penalty: 5824.928223
	Iteration 84Q: 3 clusters Score -1.657408e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 80592 members 
Entering Unmasked Estep 
Score: -16574301.000000 Penalty: 5824.928223
	Iteration 85Q: 3 clusters Score -1.65743e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 81879 members 
Entering Unmasked Estep 
Score: -16574609.000000 Penalty: 5824.928223
	Iteration 86Q: 3 clusters Score -1.657461e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 83274 members 
Entering Unmasked Estep 
Score: -16574860.000000 Penalty: 5824.928223
	Iteration 87Q: 3 clusters Score -1.657486e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 84841 members 
Entering Unmasked Estep 
Score: -16575253.000000 Penalty: 5824.928223
	Iteration 88Q: 3 clusters Score -1.657525e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 86483 members 
Entering Unmasked Estep 
Score: -16575592.000000 Penalty: 5824.928223
	Iteration 89Q: 3 clusters Score -1.657559e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 88212 members 
Entering Unmasked Estep 
Score: -16575923.000000 Penalty: 5824.928223
	Iteration 90Q: 3 clusters Score -1.657592e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 90047 members 
Entering Unmasked Estep 
Score: -16576506.000000 Penalty: 5824.928223
	Iteration 91Q: 3 clusters Score -1.657651e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 91993 members 
Entering Unmasked Estep 
Score: -16576914.000000 Penalty: 5824.928223
	Iteration 92Q: 3 clusters Score -1.657691e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 93998 members 
Entering Unmasked Estep 
Score: -16577590.000000 Penalty: 5824.928223
	Iteration 93Q: 3 clusters Score -1.657759e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 96146 members 
Entering Unmasked Estep 
Score: -16578432.000000 Penalty: 5824.928223
	Iteration 94Q: 3 clusters Score -1.657843e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 98379 members 
Entering Unmasked Estep 
Score: -16579607.000000 Penalty: 5824.928223
	Iteration 95Q: 3 clusters Score -1.657961e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 100691 members 
Entering Unmasked Estep 
Score: -16580630.000000 Penalty: 5824.928223
	Iteration 96Q: 3 clusters Score -1.658063e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 102918 members 
Entering Unmasked Estep 
Score: -16581811.000000 Penalty: 5824.928223
	Iteration 97Q: 3 clusters Score -1.658181e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 104920 members 
Entering Unmasked Estep 
Score: -16582783.000000 Penalty: 5824.928223
	Iteration 98Q: 3 clusters Score -1.658278e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 106808 members 
Entering Unmasked Estep 
Score: -16583660.000000 Penalty: 5824.928223
	Iteration 99Q: 3 clusters Score -1.658366e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 108523 members 
Entering Unmasked Estep 
Score: -16584507.000000 Penalty: 5824.928223
	Iteration 100F: 3 clusters Score -1.658451e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 110146 members 
Entering Unmasked Estep 
Score: -16585289.000000 Penalty: 5824.928223
	Iteration 101Q: 3 clusters Score -1.658529e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 111559 members 
Entering Unmasked Estep 
Score: -16585870.000000 Penalty: 5824.928223
	Iteration 102Q: 3 clusters Score -1.658587e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 112855 members 
Entering Unmasked Estep 
Score: -16586400.000000 Penalty: 5824.928223
	Iteration 103Q: 3 clusters Score -1.65864e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 113991 members 
Entering Unmasked Estep 
Score: -16586921.000000 Penalty: 5824.928223
	Iteration 104Q: 3 clusters Score -1.658692e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 115007 members 
Entering Unmasked Estep 
Score: -16587336.000000 Penalty: 5824.928223
	Iteration 105Q: 3 clusters Score -1.658734e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 115985 members 
Entering Unmasked Estep 
Score: -16587715.000000 Penalty: 5824.928223
	Iteration 106Q: 3 clusters Score -1.658772e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 116872 members 
Entering Unmasked Estep 
Score: -16588154.000000 Penalty: 5824.928223
	Iteration 107Q: 3 clusters Score -1.658815e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 117658 members 
Entering Unmasked Estep 
Score: -16588461.000000 Penalty: 5824.928223
	Iteration 108Q: 3 clusters Score -1.658846e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 118395 members 
Entering Unmasked Estep 
Score: -16588784.000000 Penalty: 5824.928223
	Iteration 109Q: 3 clusters Score -1.658878e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 119071 members 
Entering Unmasked Estep 
Score: -16589070.000000 Penalty: 5824.928223
	Iteration 110Q: 3 clusters Score -1.658907e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 119674 members 
Entering Unmasked Estep 
Score: -16589272.000000 Penalty: 5824.928223
	Iteration 111Q: 3 clusters Score -1.658927e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 120257 members 
Entering Unmasked Estep 
Score: -16589505.000000 Penalty: 5824.928223
	Iteration 112Q: 3 clusters Score -1.65895e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 120741 members 
Entering Unmasked Estep 
Score: -16589681.000000 Penalty: 5824.928223
	Iteration 113Q: 3 clusters Score -1.658968e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 121186 members 
Entering Unmasked Estep 
Score: -16589863.000000 Penalty: 5824.928223
	Iteration 114Q: 3 clusters Score -1.658986e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 121583 members 
Entering Unmasked Estep 
Score: -16590048.000000 Penalty: 5824.928223
	Iteration 115Q: 3 clusters Score -1.659005e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 121949 members 
Entering Unmasked Estep 
Score: -16590216.000000 Penalty: 5824.928223
	Iteration 116Q: 3 clusters Score -1.659022e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 122270 members 
Entering Unmasked Estep 
Score: -16590326.000000 Penalty: 5824.928223
	Iteration 117Q: 3 clusters Score -1.659033e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 122556 members 
Entering Unmasked Estep 
Score: -16590440.000000 Penalty: 5824.928223
	Iteration 118Q: 3 clusters Score -1.659044e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 122826 members 
Entering Unmasked Estep 
Score: -16590564.000000 Penalty: 5824.928223
	Iteration 119Q: 3 clusters Score -1.659056e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 123048 members 
Entering Unmasked Estep 
Score: -16590624.000000 Penalty: 5824.928223
	Iteration 120F: 3 clusters Score -1.659062e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 123258 members 
Entering Unmasked Estep 
Score: -16590704.000000 Penalty: 5824.928223
	Iteration 121Q: 3 clusters Score -1.65907e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 123462 members 
Entering Unmasked Estep 
Score: -16590810.000000 Penalty: 5824.928223
	Iteration 122Q: 3 clusters Score -1.659081e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 123649 members 
Entering Unmasked Estep 
Score: -16590837.000000 Penalty: 5824.928223
	Iteration 123Q: 3 clusters Score -1.659084e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 123821 members 
Entering Unmasked Estep 
Score: -16590921.000000 Penalty: 5824.928223
	Iteration 124Q: 3 clusters Score -1.659092e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 123972 members 
Entering Unmasked Estep 
Score: -16591008.000000 Penalty: 5824.928223
	Iteration 125Q: 3 clusters Score -1.659101e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 124116 members 
Entering Unmasked Estep 
Score: -16591071.000000 Penalty: 5824.928223
	Iteration 126Q: 3 clusters Score -1.659107e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 124246 members 
Entering Unmasked Estep 
Score: -16591164.000000 Penalty: 5824.928223
	Iteration 127Q: 3 clusters Score -1.659116e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 124366 members 
Entering Unmasked Estep 
Score: -16591200.000000 Penalty: 5824.928223
	Iteration 128Q: 3 clusters Score -1.65912e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 124480 members 
Entering Unmasked Estep 
Score: -16591256.000000 Penalty: 5824.928223
	Iteration 129Q: 3 clusters Score -1.659126e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 124578 members 
Entering Unmasked Estep 
Score: -16591276.000000 Penalty: 5824.928223
	Iteration 130Q: 3 clusters Score -1.659128e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 124674 members 
Entering Unmasked Estep 
Score: -16591347.000000 Penalty: 5824.928223
	Iteration 131Q: 3 clusters Score -1.659135e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 124750 members 
Entering Unmasked Estep 
Score: -16591396.000000 Penalty: 5824.928223
	Iteration 132Q: 3 clusters Score -1.65914e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 124806 members 
Entering Unmasked Estep 
Score: -16591421.000000 Penalty: 5824.928223
	Iteration 133Q: 3 clusters Score -1.659142e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 124862 members 
Entering Unmasked Estep 
Score: -16591455.000000 Penalty: 5824.928223
	Iteration 134Q: 3 clusters Score -1.659146e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 124911 members 
Entering Unmasked Estep 
Score: -16591496.000000 Penalty: 5824.928223
	Iteration 135Q: 3 clusters Score -1.65915e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 124951 members 
Entering Unmasked Estep 
Score: -16591534.000000 Penalty: 5824.928223
	Iteration 136Q: 3 clusters Score -1.659153e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 124974 members 
Entering Unmasked Estep 
Score: -16591523.000000 Penalty: 5824.928223
	Iteration 137Q: 3 clusters Score -1.659152e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 125002 members 
Entering Unmasked Estep 
Score: -16591539.000000 Penalty: 5824.928223
	Iteration 138Q: 3 clusters Score -1.659154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 125017 members 
Entering Unmasked Estep 
Score: -16591551.000000 Penalty: 5824.928223
	Iteration 139Q: 3 clusters Score -1.659155e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 125030 members 
Entering Unmasked Estep 
Score: -16591565.000000 Penalty: 5824.928223
	Iteration 140F: 3 clusters Score -1.659156e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 125041 members 
Entering Unmasked Estep 
Score: -16591565.000000 Penalty: 5824.928223
	Iteration 141Q: 3 clusters Score -1.659156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 125052 members 
Entering Unmasked Estep 
Score: -16591588.000000 Penalty: 5824.928223
	Iteration 142Q: 3 clusters Score -1.659159e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 125063 members 
Entering Unmasked Estep 
Score: -16591575.000000 Penalty: 5824.928223
	Iteration 143Q: 3 clusters Score -1.659158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 125073 members 
Entering Unmasked Estep 
Score: -16591577.000000 Penalty: 5824.928223
	Iteration 144Q: 3 clusters Score -1.659158e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 125086 members 
Entering Unmasked Estep 
Score: -16591597.000000 Penalty: 5824.928223
	Iteration 145Q: 3 clusters Score -1.65916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 125097 members 
Entering Unmasked Estep 
Score: -16591613.000000 Penalty: 5824.928223
	Iteration 146Q: 3 clusters Score -1.659161e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 125108 members 
Entering Unmasked Estep 
Score: -16591604.000000 Penalty: 5824.928223
	Iteration 147Q: 3 clusters Score -1.65916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 125125 members 
Entering Unmasked Estep 
Score: -16591602.000000 Penalty: 5824.928223
	Iteration 148Q: 3 clusters Score -1.65916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 125137 members 
Entering Unmasked Estep 
Score: -16591618.000000 Penalty: 5824.928223
	Iteration 149Q: 3 clusters Score -1.659162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 125148 members 
Entering Unmasked Estep 
Score: -16591619.000000 Penalty: 5824.928223
	Iteration 150Q: 3 clusters Score -1.659162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 125159 members 
Entering Unmasked Estep 
Score: -16591613.000000 Penalty: 5824.928223
	Iteration 151Q: 3 clusters Score -1.659161e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 125170 members 
Entering Unmasked Estep 
Score: -16591623.000000 Penalty: 5824.928223
	Iteration 152Q: 3 clusters Score -1.659162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 125176 members 
Entering Unmasked Estep 
Score: -16591619.000000 Penalty: 5824.928223
	Iteration 153Q: 3 clusters Score -1.659162e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 125183 members 
Entering Unmasked Estep 
Score: -16591605.000000 Penalty: 5824.928223
	Iteration 154Q: 3 clusters Score -1.65916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 125187 members 
Entering Unmasked Estep 
Score: -16591611.000000 Penalty: 5824.928223
	Iteration 155Q: 3 clusters Score -1.659161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 125190 members 
Entering Unmasked Estep 
Score: -16591600.000000 Penalty: 5824.928223
	Iteration 156Q: 3 clusters Score -1.65916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 125193 members 
Entering Unmasked Estep 
Score: -16591612.000000 Penalty: 5824.928223
	Iteration 157Q: 3 clusters Score -1.659161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 125195 members 
Entering Unmasked Estep 
Score: -16591608.000000 Penalty: 5824.928223
	Iteration 158Q: 3 clusters Score -1.659161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 125201 members 
Entering Unmasked Estep 
Score: -16591600.000000 Penalty: 5824.928223
	Iteration 159Q: 3 clusters Score -1.65916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 125204 members 
Entering Unmasked Estep 
Score: -16591605.000000 Penalty: 5824.928223
	Iteration 160F: 3 clusters Score -1.65916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 125206 members 
Entering Unmasked Estep 
Score: -16591602.000000 Penalty: 5824.928223
	Iteration 161Q: 3 clusters Score -1.65916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 125208 members 
Entering Unmasked Estep 
Score: -16591604.000000 Penalty: 5824.928223
	Iteration 162Q: 3 clusters Score -1.65916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 125210 members 
Entering Unmasked Estep 
Score: -16591618.000000 Penalty: 5824.928223
	Iteration 163Q: 3 clusters Score -1.659162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 125210 members 
Entering Unmasked Estep 
Score: -16591615.000000 Penalty: 5824.928223
	Iteration 164Q: 3 clusters Score -1.659162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 125210 members 
Entering Unmasked Estep 
Score: -16591615.000000 Penalty: 5824.928223
	Iteration 165F: 3 clusters Score -1.659162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Entering Unmasked Estep 
Score: -730297.187500 Penalty: 2139.437744
	Iteration 0F: 2 clusters Score -730297.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -725424.312500 Penalty: 4278.875488
	Iteration 0F: 3 clusters Score -725424.3 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -726646.000000 Penalty: 4278.875488
	Iteration 1F: 3 clusters Score -726646 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -726889.562500 Penalty: 4278.875488
	Iteration 2F: 3 clusters Score -726889.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -727037.875000 Penalty: 4278.875488
	Iteration 3F: 3 clusters Score -727037.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -727151.250000 Penalty: 4278.875488
	Iteration 4Q: 3 clusters Score -727151.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -727242.437500 Penalty: 4278.875488
	Iteration 5Q: 3 clusters Score -727242.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -727339.562500 Penalty: 4278.875488
	Iteration 6Q: 3 clusters Score -727339.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -727439.437500 Penalty: 4278.875488
	Iteration 7Q: 3 clusters Score -727439.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -727538.562500 Penalty: 4278.875488
	Iteration 8Q: 3 clusters Score -727538.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -727638.937500 Penalty: 4278.875488
	Iteration 9Q: 3 clusters Score -727638.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -727720.250000 Penalty: 4278.875488
	Iteration 10Q: 3 clusters Score -727720.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -727783.000000 Penalty: 4278.875488
	Iteration 11Q: 3 clusters Score -727783 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -727836.125000 Penalty: 4278.875488
	Iteration 12Q: 3 clusters Score -727836.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -727890.250000 Penalty: 4278.875488
	Iteration 13Q: 3 clusters Score -727890.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -727934.750000 Penalty: 4278.875488
	Iteration 14Q: 3 clusters Score -727934.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -727968.875000 Penalty: 4278.875488
	Iteration 15Q: 3 clusters Score -727968.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -727999.125000 Penalty: 4278.875488
	Iteration 16Q: 3 clusters Score -727999.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -728031.687500 Penalty: 4278.875488
	Iteration 17Q: 3 clusters Score -728031.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -728057.312500 Penalty: 4278.875488
	Iteration 18Q: 3 clusters Score -728057.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -728086.000000 Penalty: 4278.875488
	Iteration 19Q: 3 clusters Score -728086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -728113.250000 Penalty: 4278.875488
	Iteration 20F: 3 clusters Score -728113.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -728140.812500 Penalty: 4278.875488
	Iteration 21Q: 3 clusters Score -728140.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -728163.125000 Penalty: 4278.875488
	Iteration 22Q: 3 clusters Score -728163.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -728185.562500 Penalty: 4278.875488
	Iteration 23Q: 3 clusters Score -728185.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -728215.562500 Penalty: 4278.875488
	Iteration 24Q: 3 clusters Score -728215.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -728265.125000 Penalty: 4278.875488
	Iteration 25Q: 3 clusters Score -728265.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -728325.625000 Penalty: 4278.875488
	Iteration 26Q: 3 clusters Score -728325.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -728386.750000 Penalty: 4278.875488
	Iteration 27Q: 3 clusters Score -728386.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -728444.125000 Penalty: 4278.875488
	Iteration 28Q: 3 clusters Score -728444.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -728510.625000 Penalty: 4278.875488
	Iteration 29Q: 3 clusters Score -728510.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -728585.937500 Penalty: 4278.875488
	Iteration 30Q: 3 clusters Score -728585.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -728657.687500 Penalty: 4278.875488
	Iteration 31Q: 3 clusters Score -728657.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -728732.125000 Penalty: 4278.875488
	Iteration 32Q: 3 clusters Score -728732.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -728823.000000 Penalty: 4278.875488
	Iteration 33Q: 3 clusters Score -728823 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -728915.812500 Penalty: 4278.875488
	Iteration 34Q: 3 clusters Score -728915.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -729004.937500 Penalty: 4278.875488
	Iteration 35Q: 3 clusters Score -729004.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -729095.062500 Penalty: 4278.875488
	Iteration 36Q: 3 clusters Score -729095.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -729185.250000 Penalty: 4278.875488
	Iteration 37Q: 3 clusters Score -729185.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -729247.750000 Penalty: 4278.875488
	Iteration 38Q: 3 clusters Score -729247.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -729301.687500 Penalty: 4278.875488
	Iteration 39Q: 3 clusters Score -729301.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -729344.437500 Penalty: 4278.875488
	Iteration 40F: 3 clusters Score -729344.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -729385.875000 Penalty: 4278.875488
	Iteration 41Q: 3 clusters Score -729385.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -729423.062500 Penalty: 4278.875488
	Iteration 42Q: 3 clusters Score -729423.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -729437.437500 Penalty: 4278.875488
	Iteration 43Q: 3 clusters Score -729437.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -729447.937500 Penalty: 4278.875488
	Iteration 44Q: 3 clusters Score -729447.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -729455.250000 Penalty: 4278.875488
	Iteration 45Q: 3 clusters Score -729455.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -729459.875000 Penalty: 4278.875488
	Iteration 46Q: 3 clusters Score -729459.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -729464.000000 Penalty: 4278.875488
	Iteration 47Q: 3 clusters Score -729464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -729464.375000 Penalty: 4278.875488
	Iteration 48Q: 3 clusters Score -729464.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -729466.375000 Penalty: 4278.875488
	Iteration 49Q: 3 clusters Score -729466.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -729467.187500 Penalty: 4278.875488
	Iteration 50Q: 3 clusters Score -729467.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -729470.812500 Penalty: 4278.875488
	Iteration 51Q: 3 clusters Score -729470.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -729472.750000 Penalty: 4278.875488
	Iteration 52Q: 3 clusters Score -729472.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -729473.062500 Penalty: 4278.875488
	Iteration 53Q: 3 clusters Score -729473.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -729471.375000 Penalty: 4278.875488
	Iteration 54Q: 3 clusters Score -729471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -729472.000000 Penalty: 4278.875488
	Iteration 55Q: 3 clusters Score -729472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -729472.000000 Penalty: 4278.875488
	Iteration 56F: 3 clusters Score -729472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -63338.250000 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -63338.25 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 286 members 
Entering Unmasked Estep 
Score: -61783.855469 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -61783.86 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62038.570312 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -62038.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62167.359375 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -62167.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62261.406250 Penalty: 3127.912598
	Iteration 3Q: 3 clusters Score -62261.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62376.855469 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -62376.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62466.796875 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -62466.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62543.429688 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -62543.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62607.496094 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -62607.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62667.089844 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -62667.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62723.550781 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -62723.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62753.464844 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -62753.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62778.218750 Penalty: 3127.912598
	Iteration 11Q: 3 clusters Score -62778.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62797.867188 Penalty: 3127.912598
	Iteration 12Q: 3 clusters Score -62797.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62814.558594 Penalty: 3127.912598
	Iteration 13Q: 3 clusters Score -62814.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62831.097656 Penalty: 3127.912598
	Iteration 14Q: 3 clusters Score -62831.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -62843.585938 Penalty: 3127.912598
	Iteration 15Q: 3 clusters Score -62843.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -62843.585938 Penalty: 3127.912598
	Iteration 16F: 3 clusters Score -62843.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -82625.773438 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -82625.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -80924.484375 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -80924.48 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81158.093750 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -81158.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -81253.554688 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -81253.55 nChanged 25
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: -81317.843750 Penalty: 3263.308594
	Iteration 3Q: 3 clusters Score -81317.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -81334.921875 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -81334.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81345.804688 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -81345.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81355.937500 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -81355.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81362.492188 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -81362.49 nChanged 4
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: -81368.648438 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -81368.65 nChanged 3
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: -81372.226562 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -81372.23 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: -81374.070312 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -81374.07 nChanged 0
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: -81374.070312 Penalty: 3263.308594
	Iteration 11F: 3 clusters Score -81374.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -31740.554688 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -31740.55 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 144 members 
Entering Unmasked Estep 
Score: -30593.921875 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -30593.92 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31041.992188 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -31041.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31317.160156 Penalty: 2861.087158
	Iteration 2F: 3 clusters Score -31317.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31728.689453 Penalty: 2861.087158
	Iteration 3F: 3 clusters Score -31728.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32074.800781 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -32074.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32230.492188 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -32230.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32274.960938 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -32274.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32315.720703 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -32315.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32384.710938 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -32384.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32418.904297 Penalty: 2861.087158
	Iteration 9Q: 3 clusters Score -32418.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32418.904297 Penalty: 2861.087158
	Iteration 10F: 3 clusters Score -32418.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107928 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 44491 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30836 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11125 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 100 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 220 members 
Entering Unmasked Estep 
Score: -73855912.000000 Penalty: 118472.648438
Splitting cluster 32 changes total score from -73857096.000000 to -73855912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -52075.281250 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -52075.28 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 220 members 
Entering Unmasked Estep 
Score: -50682.546875 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -50682.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50831.558594 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -50831.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50888.605469 Penalty: 2999.496582
	Iteration 2F: 3 clusters Score -50888.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50909.281250 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -50909.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50922.136719 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -50922.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50929.921875 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -50929.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50935.386719 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -50935.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -50947.480469 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -50947.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50957.277344 Penalty: 2999.496582
	Iteration 8Q: 3 clusters Score -50957.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50963.367188 Penalty: 2999.496582
	Iteration 9Q: 3 clusters Score -50963.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50963.367188 Penalty: 2999.496582
	Iteration 10F: 3 clusters Score -50963.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -73642.117188 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -73642.12 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 298 members 
Entering Unmasked Estep 
Score: -72042.937500 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -72042.94 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -72351.000000 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -72351 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72507.554688 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -72507.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72607.921875 Penalty: 3183.509033
	Iteration 3F: 3 clusters Score -72607.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72658.375000 Penalty: 3183.509033
	Iteration 4Q: 3 clusters Score -72658.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -72733.585938 Penalty: 3183.509033
	Iteration 5Q: 3 clusters Score -72733.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -72831.812500 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -72831.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -72962.078125 Penalty: 3183.509033
	Iteration 7F: 3 clusters Score -72962.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -73050.015625 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -73050.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73127.656250 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -73127.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73234.101562 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -73234.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -73334.687500 Penalty: 3183.509033
	Iteration 11Q: 3 clusters Score -73334.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -73397.187500 Penalty: 3183.509033
	Iteration 12Q: 3 clusters Score -73397.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -73431.750000 Penalty: 3183.509033
	Iteration 13Q: 3 clusters Score -73431.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -73434.234375 Penalty: 3183.509033
	Iteration 14Q: 3 clusters Score -73434.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -73438.984375 Penalty: 3183.509033
	Iteration 15F: 3 clusters Score -73438.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -73479.414062 Penalty: 3183.509033
	Iteration 16Q: 3 clusters Score -73479.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -73604.554688 Penalty: 3183.509033
	Iteration 17Q: 3 clusters Score -73604.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -73855.445312 Penalty: 3183.509033
	Iteration 18Q: 3 clusters Score -73855.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -73906.710938 Penalty: 3183.509033
	Iteration 19Q: 3 clusters Score -73906.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -73921.843750 Penalty: 3183.509033
	Iteration 20F: 3 clusters Score -73921.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -73931.570312 Penalty: 3183.509033
	Iteration 21Q: 3 clusters Score -73931.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -73934.242188 Penalty: 3183.509033
	Iteration 22Q: 3 clusters Score -73934.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -73934.242188 Penalty: 3183.509033
	Iteration 23F: 3 clusters Score -73934.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 107928 members 
Mstep: Class 5 contains 26997 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 44491 members 
Mstep: Class 8 contains 36572 members 
Mstep: Class 9 contains 354 members 
Mstep: Class 10 contains 18580 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 21393 members 
Mstep: Class 14 contains 2202 members 
Mstep: Class 15 contains 14286 members 
Mstep: Class 16 contains 30836 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 11125 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 22910 members 
Mstep: Class 21 contains 8591 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 20090 members 
Mstep: Class 24 contains 880 members 
Mstep: Class 25 contains 441 members 
Mstep: Class 26 contains 26717 members 
Mstep: Class 27 contains 4722 members 
Mstep: Class 28 contains 125971 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 548 members 
Mstep: Class 31 contains 720 members 
Mstep: Class 32 contains 320 members 
Mstep: Class 33 contains 423 members 
Mstep: Class 34 contains 190 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
Score: -73855840.000000 Penalty: 118472.648438
Splitting cluster 34 changes total score from -73857096.000000 to -73855840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Entering Unmasked Estep 
Score: -98631.031250 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -98631.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -96874.367188 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -96874.37 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97220.046875 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -97220.05 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -97365.593750 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -97365.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97443.296875 Penalty: 3330.228516
	Iteration 3Q: 3 clusters Score -97443.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -97492.210938 Penalty: 3330.228516
	Iteration 4Q: 3 clusters Score -97492.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -97551.335938 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -97551.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97642.851562 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -97642.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97743.281250 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -97743.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -97816.671875 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -97816.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -97940.789062 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -97940.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98088.437500 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -98088.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -98190.484375 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -98190.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -98263.843750 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -98263.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -98327.085938 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -98327.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -98373.234375 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -98373.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -98420.882812 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -98420.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -98450.132812 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -98450.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -98464.429688 Penalty: 3330.228516
	Iteration 17Q: 3 clusters Score -98464.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -98468.343750 Penalty: 3330.228516
	Iteration 18Q: 3 clusters Score -98468.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -98470.328125 Penalty: 3330.228516
	Iteration 19Q: 3 clusters Score -98470.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -98470.328125 Penalty: 3330.228516
	Iteration 20F: 3 clusters Score -98470.33 nChanged 0
--- Evaluating fit on full set of 1738268 points ---
Entering Unmasked Estep 
Score: -221146896.000000 Penalty: 124717.710938
21->36 Clusters: Score -221146896.000000, best is -221137648.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 579422 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 27599 members 
Mstep: Class 3 contains 27403 members 
Mstep: Class 4 contains 27688 members 
Mstep: Class 5 contains 27894 members 
Mstep: Class 6 contains 27507 members 
Mstep: Class 7 contains 27647 members 
Mstep: Class 8 contains 27879 members 
Mstep: Class 9 contains 27369 members 
Mstep: Class 10 contains 27474 members 
Mstep: Class 11 contains 27595 members 
Mstep: Class 12 contains 27601 members 
Mstep: Class 13 contains 27348 members 
Mstep: Class 14 contains 27597 members 
Mstep: Class 15 contains 27606 members 
Mstep: Class 16 contains 27593 members 
Mstep: Class 17 contains 27398 members 
Mstep: Class 18 contains 27596 members 
Mstep: Class 19 contains 27682 members 
Mstep: Class 20 contains 27684 members 
Mstep: Class 21 contains 27627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 254.007751 but Gain 3290.906250
Score: -69156832.000000 Penalty: 65818.140625
Iteration 0F: 21 clusters Score -6.915683e+07 nChanged 549288
Entering Unmasked Mstep 
Mstep: Class 0 contains 2383 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 10716 members 
Mstep: Class 3 contains 194547 members 
Mstep: Class 4 contains 30759 members 
Mstep: Class 5 contains 30432 members 
Mstep: Class 6 contains 6528 members 
Mstep: Class 7 contains 8455 members 
Mstep: Class 9 contains 13875 members 
Mstep: Class 10 contains 6582 members 
Mstep: Class 11 contains 32077 members 
Mstep: Class 12 contains 22289 members 
Mstep: Class 13 contains 12366 members 
Mstep: Class 14 contains 40415 members 
Mstep: Class 15 contains 21398 members 
Mstep: Class 16 contains 32200 members 
Mstep: Class 17 contains 19108 members 
Mstep: Class 18 contains 6170 members 
Mstep: Class 19 contains 25548 members 
Mstep: Class 20 contains 11134 members 
Mstep: Class 21 contains 7389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -71656792.000000 Penalty: 65818.140625
Iteration 1F: 21 clusters Score -7.165679e+07 nChanged 248397
Entering Unmasked Mstep 
Mstep: Class 0 contains 2365 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 8202 members 
Mstep: Class 3 contains 285180 members 
Mstep: Class 4 contains 23977 members 
Mstep: Class 5 contains 22423 members 
Mstep: Class 6 contains 10064 members 
Mstep: Class 7 contains 5202 members 
Mstep: Class 9 contains 9505 members 
Mstep: Class 10 contains 13372 members 
Mstep: Class 11 contains 23342 members 
Mstep: Class 12 contains 26114 members 
Mstep: Class 13 contains 9550 members 
Mstep: Class 14 contains 19082 members 
Mstep: Class 15 contains 14907 members 
Mstep: Class 16 contains 16550 members 
Mstep: Class 17 contains 17594 members 
Mstep: Class 18 contains 5101 members 
Mstep: Class 19 contains 10947 members 
Mstep: Class 20 contains 14599 members 
Mstep: Class 21 contains 7708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72349936.000000 Penalty: 65818.140625
Iteration 2F: 21 clusters Score -7.234994e+07 nChanged 150782
Entering Unmasked Mstep 
Mstep: Class 0 contains 1939 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 8543 members 
Mstep: Class 3 contains 289048 members 
Mstep: Class 4 contains 20547 members 
Mstep: Class 5 contains 18775 members 
Mstep: Class 6 contains 24782 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 9 contains 6911 members 
Mstep: Class 10 contains 23885 members 
Mstep: Class 11 contains 20265 members 
Mstep: Class 12 contains 28164 members 
Mstep: Class 13 contains 12017 members 
Mstep: Class 14 contains 7916 members 
Mstep: Class 15 contains 9766 members 
Mstep: Class 16 contains 11590 members 
Mstep: Class 17 contains 15752 members 
Mstep: Class 18 contains 8137 members 
Mstep: Class 19 contains 6590 members 
Mstep: Class 20 contains 16329 members 
Mstep: Class 21 contains 9979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72836616.000000 Penalty: 65818.140625
Iteration 3F: 21 clusters Score -7.283662e+07 nChanged 117925
Entering Unmasked Mstep 
Mstep: Class 0 contains 587 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 10807 members 
Mstep: Class 3 contains 261716 members 
Mstep: Class 4 contains 19459 members 
Mstep: Class 5 contains 17206 members 
Mstep: Class 6 contains 52027 members 
Mstep: Class 7 contains 1410 members 
Mstep: Class 9 contains 6274 members 
Mstep: Class 10 contains 33324 members 
Mstep: Class 11 contains 17220 members 
Mstep: Class 12 contains 24877 members 
Mstep: Class 13 contains 17192 members 
Mstep: Class 14 contains 5226 members 
Mstep: Class 15 contains 6674 members 
Mstep: Class 16 contains 9128 members 
Mstep: Class 17 contains 11604 members 
Mstep: Class 18 contains 13618 members 
Mstep: Class 19 contains 4077 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 9986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73154088.000000 Penalty: 65818.140625
Iteration 4F: 21 clusters Score -7.315409e+07 nChanged 97565
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 13344 members 
Mstep: Class 3 contains 223954 members 
Mstep: Class 4 contains 19521 members 
Mstep: Class 5 contains 16371 members 
Mstep: Class 6 contains 86812 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 9 contains 6846 members 
Mstep: Class 10 contains 38179 members 
Mstep: Class 11 contains 14482 members 
Mstep: Class 12 contains 20643 members 
Mstep: Class 13 contains 24523 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 5803 members 
Mstep: Class 16 contains 7119 members 
Mstep: Class 17 contains 7724 members 
Mstep: Class 18 contains 18231 members 
Mstep: Class 19 contains 3071 members 
Mstep: Class 20 contains 7539 members 
Mstep: Class 21 contains 8720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73351440.000000 Penalty: 65818.140625
Iteration 5F: 21 clusters Score -7.335144e+07 nChanged 70039
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 15209 members 
Mstep: Class 3 contains 192980 members 
Mstep: Class 4 contains 19138 members 
Mstep: Class 5 contains 16704 members 
Mstep: Class 6 contains 114757 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 9 contains 7598 members 
Mstep: Class 10 contains 39558 members 
Mstep: Class 11 contains 13463 members 
Mstep: Class 12 contains 16834 members 
Mstep: Class 13 contains 30449 members 
Mstep: Class 14 contains 4640 members 
Mstep: Class 15 contains 5784 members 
Mstep: Class 16 contains 5618 members 
Mstep: Class 17 contains 5672 members 
Mstep: Class 18 contains 20366 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 3973 members 
Mstep: Class 21 contains 7005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73456848.000000 Penalty: 65818.140625
Iteration 6F: 21 clusters Score -7.345685e+07 nChanged 46963
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 17325 members 
Mstep: Class 3 contains 173197 members 
Mstep: Class 4 contains 18282 members 
Mstep: Class 5 contains 17014 members 
Mstep: Class 6 contains 130405 members 
Mstep: Class 7 contains 1506 members 
Mstep: Class 9 contains 8609 members 
Mstep: Class 10 contains 38667 members 
Mstep: Class 11 contains 14563 members 
Mstep: Class 12 contains 14666 members 
Mstep: Class 13 contains 34709 members 
Mstep: Class 14 contains 4634 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 4600 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 21533 members 
Mstep: Class 19 contains 2609 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73518560.000000 Penalty: 65818.140625
Iteration 7F: 21 clusters Score -7.351856e+07 nChanged 34200
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 20108 members 
Mstep: Class 3 contains 160346 members 
Mstep: Class 4 contains 17552 members 
Mstep: Class 5 contains 17028 members 
Mstep: Class 6 contains 137835 members 
Mstep: Class 7 contains 1675 members 
Mstep: Class 9 contains 9519 members 
Mstep: Class 10 contains 36736 members 
Mstep: Class 11 contains 16024 members 
Mstep: Class 12 contains 13532 members 
Mstep: Class 13 contains 37928 members 
Mstep: Class 14 contains 4656 members 
Mstep: Class 15 contains 7171 members 
Mstep: Class 16 contains 3988 members 
Mstep: Class 17 contains 4393 members 
Mstep: Class 18 contains 22264 members 
Mstep: Class 19 contains 2446 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 4783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73558880.000000 Penalty: 65818.140625
Iteration 8F: 21 clusters Score -7.355888e+07 nChanged 27602
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 24282 members 
Mstep: Class 3 contains 150484 members 
Mstep: Class 4 contains 17256 members 
Mstep: Class 5 contains 16985 members 
Mstep: Class 6 contains 140681 members 
Mstep: Class 7 contains 1806 members 
Mstep: Class 9 contains 10397 members 
Mstep: Class 10 contains 34523 members 
Mstep: Class 11 contains 17279 members 
Mstep: Class 12 contains 12942 members 
Mstep: Class 13 contains 40453 members 
Mstep: Class 14 contains 4554 members 
Mstep: Class 15 contains 8188 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 4099 members 
Mstep: Class 18 contains 22669 members 
Mstep: Class 19 contains 2321 members 
Mstep: Class 20 contains 3204 members 
Mstep: Class 21 contains 4251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73592456.000000 Penalty: 65818.140625
Iteration 9Q: 21 clusters Score -7.359246e+07 nChanged 26121
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 31040 members 
Mstep: Class 3 contains 140642 members 
Mstep: Class 4 contains 17134 members 
Mstep: Class 5 contains 17050 members 
Mstep: Class 6 contains 140865 members 
Mstep: Class 7 contains 1872 members 
Mstep: Class 9 contains 11279 members 
Mstep: Class 10 contains 32394 members 
Mstep: Class 11 contains 18042 members 
Mstep: Class 12 contains 12443 members 
Mstep: Class 13 contains 42412 members 
Mstep: Class 14 contains 4413 members 
Mstep: Class 15 contains 9492 members 
Mstep: Class 16 contains 3492 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 22778 members 
Mstep: Class 19 contains 2248 members 
Mstep: Class 20 contains 4319 members 
Mstep: Class 21 contains 3879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73636400.000000 Penalty: 65818.140625
Iteration 10Q: 21 clusters Score -7.36364e+07 nChanged 24916
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 59658 members 
Mstep: Class 2 contains 37725 members 
Mstep: Class 3 contains 133124 members 
Mstep: Class 4 contains 16647 members 
Mstep: Class 5 contains 17318 members 
Mstep: Class 6 contains 139862 members 
Mstep: Class 7 contains 1893 members 
Mstep: Class 9 contains 12061 members 
Mstep: Class 10 contains 30585 members 
Mstep: Class 11 contains 17963 members 
Mstep: Class 12 contains 12012 members 
Mstep: Class 13 contains 43566 members 
Mstep: Class 14 contains 4262 members 
Mstep: Class 15 contains 10932 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 4125 members 
Mstep: Class 18 contains 22669 members 
Mstep: Class 19 contains 2226 members 
Mstep: Class 20 contains 5606 members 
Mstep: Class 21 contains 3562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73685424.000000 Penalty: 65818.140625
Iteration 11Q: 21 clusters Score -7.368542e+07 nChanged 20187
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 38695 members 
Mstep: Class 3 contains 132453 members 
Mstep: Class 4 contains 15702 members 
Mstep: Class 5 contains 17609 members 
Mstep: Class 6 contains 138918 members 
Mstep: Class 7 contains 1899 members 
Mstep: Class 9 contains 12644 members 
Mstep: Class 10 contains 29205 members 
Mstep: Class 11 contains 17045 members 
Mstep: Class 12 contains 11758 members 
Mstep: Class 13 contains 44047 members 
Mstep: Class 14 contains 4232 members 
Mstep: Class 15 contains 12285 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 4180 members 
Mstep: Class 18 contains 22892 members 
Mstep: Class 19 contains 2216 members 
Mstep: Class 20 contains 6682 members 
Mstep: Class 21 contains 3323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73705520.000000 Penalty: 65818.140625
Iteration 12Q: 21 clusters Score -7.370552e+07 nChanged 15534
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 59918 members 
Mstep: Class 2 contains 37632 members 
Mstep: Class 3 contains 132856 members 
Mstep: Class 4 contains 15126 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 138189 members 
Mstep: Class 7 contains 1907 members 
Mstep: Class 9 contains 13294 members 
Mstep: Class 10 contains 28077 members 
Mstep: Class 11 contains 16071 members 
Mstep: Class 12 contains 11530 members 
Mstep: Class 13 contains 44478 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 13496 members 
Mstep: Class 16 contains 3811 members 
Mstep: Class 17 contains 4379 members 
Mstep: Class 18 contains 23605 members 
Mstep: Class 19 contains 2219 members 
Mstep: Class 20 contains 7501 members 
Mstep: Class 21 contains 3148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73716408.000000 Penalty: 65818.140625
Iteration 13Q: 21 clusters Score -7.371641e+07 nChanged 12330
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 35916 members 
Mstep: Class 3 contains 133149 members 
Mstep: Class 4 contains 14951 members 
Mstep: Class 5 contains 18153 members 
Mstep: Class 6 contains 137349 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 9 contains 13977 members 
Mstep: Class 10 contains 27105 members 
Mstep: Class 11 contains 15285 members 
Mstep: Class 12 contains 11292 members 
Mstep: Class 13 contains 44840 members 
Mstep: Class 14 contains 4259 members 
Mstep: Class 15 contains 14564 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 4684 members 
Mstep: Class 18 contains 24898 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 8084 members 
Mstep: Class 21 contains 3010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73727584.000000 Penalty: 65818.140625
Iteration 14Q: 21 clusters Score -7.372758e+07 nChanged 10628
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 33832 members 
Mstep: Class 3 contains 133382 members 
Mstep: Class 4 contains 15046 members 
Mstep: Class 5 contains 18411 members 
Mstep: Class 6 contains 136427 members 
Mstep: Class 7 contains 1917 members 
Mstep: Class 9 contains 14673 members 
Mstep: Class 10 contains 26199 members 
Mstep: Class 11 contains 14689 members 
Mstep: Class 12 contains 11021 members 
Mstep: Class 13 contains 45136 members 
Mstep: Class 14 contains 4245 members 
Mstep: Class 15 contains 15540 members 
Mstep: Class 16 contains 3751 members 
Mstep: Class 17 contains 5048 members 
Mstep: Class 18 contains 26595 members 
Mstep: Class 19 contains 2210 members 
Mstep: Class 20 contains 8448 members 
Mstep: Class 21 contains 2939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73738056.000000 Penalty: 65818.140625
Iteration 15Q: 21 clusters Score -7.373806e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 59756 members 
Mstep: Class 2 contains 31945 members 
Mstep: Class 3 contains 133563 members 
Mstep: Class 4 contains 15291 members 
Mstep: Class 5 contains 18714 members 
Mstep: Class 6 contains 135566 members 
Mstep: Class 7 contains 1911 members 
Mstep: Class 9 contains 15307 members 
Mstep: Class 10 contains 25350 members 
Mstep: Class 11 contains 14159 members 
Mstep: Class 12 contains 10703 members 
Mstep: Class 13 contains 45472 members 
Mstep: Class 14 contains 4234 members 
Mstep: Class 15 contains 16394 members 
Mstep: Class 16 contains 3666 members 
Mstep: Class 17 contains 5463 members 
Mstep: Class 18 contains 28065 members 
Mstep: Class 19 contains 2203 members 
Mstep: Class 20 contains 8690 members 
Mstep: Class 21 contains 2918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73744960.000000 Penalty: 65818.140625
Iteration 16Q: 21 clusters Score -7.374496e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 30537 members 
Mstep: Class 3 contains 133770 members 
Mstep: Class 4 contains 15477 members 
Mstep: Class 5 contains 18977 members 
Mstep: Class 6 contains 134885 members 
Mstep: Class 7 contains 1899 members 
Mstep: Class 9 contains 15792 members 
Mstep: Class 10 contains 24564 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 10420 members 
Mstep: Class 13 contains 45854 members 
Mstep: Class 14 contains 4219 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 5869 members 
Mstep: Class 18 contains 29046 members 
Mstep: Class 19 contains 2208 members 
Mstep: Class 20 contains 8867 members 
Mstep: Class 21 contains 2932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73749048.000000 Penalty: 65818.140625
Iteration 17Q: 21 clusters Score -7.374905e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 29675 members 
Mstep: Class 3 contains 133959 members 
Mstep: Class 4 contains 15566 members 
Mstep: Class 5 contains 19186 members 
Mstep: Class 6 contains 134338 members 
Mstep: Class 7 contains 1894 members 
Mstep: Class 9 contains 16150 members 
Mstep: Class 10 contains 23847 members 
Mstep: Class 11 contains 13294 members 
Mstep: Class 12 contains 10220 members 
Mstep: Class 13 contains 46226 members 
Mstep: Class 14 contains 4216 members 
Mstep: Class 15 contains 17622 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 29575 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 8964 members 
Mstep: Class 21 contains 2955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73750712.000000 Penalty: 65818.140625
Iteration 18Q: 21 clusters Score -7.375071e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 29134 members 
Mstep: Class 3 contains 134146 members 
Mstep: Class 4 contains 15600 members 
Mstep: Class 5 contains 19385 members 
Mstep: Class 6 contains 133920 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 9 contains 16344 members 
Mstep: Class 10 contains 23178 members 
Mstep: Class 11 contains 12947 members 
Mstep: Class 12 contains 10060 members 
Mstep: Class 13 contains 46603 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 18012 members 
Mstep: Class 16 contains 3589 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 29896 members 
Mstep: Class 19 contains 2212 members 
Mstep: Class 20 contains 9014 members 
Mstep: Class 21 contains 2975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73751768.000000 Penalty: 65818.140625
Iteration 19Q: 21 clusters Score -7.375177e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 28802 members 
Mstep: Class 3 contains 134326 members 
Mstep: Class 4 contains 15603 members 
Mstep: Class 5 contains 19568 members 
Mstep: Class 6 contains 133579 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 9 contains 16468 members 
Mstep: Class 10 contains 22527 members 
Mstep: Class 11 contains 12592 members 
Mstep: Class 12 contains 9937 members 
Mstep: Class 13 contains 46989 members 
Mstep: Class 14 contains 4259 members 
Mstep: Class 15 contains 18319 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 6994 members 
Mstep: Class 18 contains 30114 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 3005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73753248.000000 Penalty: 65818.140625
Iteration 20F: 21 clusters Score -7.375325e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 28564 members 
Mstep: Class 3 contains 134433 members 
Mstep: Class 4 contains 15597 members 
Mstep: Class 5 contains 19727 members 
Mstep: Class 6 contains 133258 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 9 contains 16522 members 
Mstep: Class 10 contains 21878 members 
Mstep: Class 11 contains 12272 members 
Mstep: Class 12 contains 9843 members 
Mstep: Class 13 contains 47404 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 18537 members 
Mstep: Class 16 contains 3596 members 
Mstep: Class 17 contains 7377 members 
Mstep: Class 18 contains 30244 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 9212 members 
Mstep: Class 21 contains 3041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73754328.000000 Penalty: 65818.140625
Iteration 21Q: 21 clusters Score -7.375433e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 28420 members 
Mstep: Class 3 contains 134569 members 
Mstep: Class 4 contains 15578 members 
Mstep: Class 5 contains 19878 members 
Mstep: Class 6 contains 133011 members 
Mstep: Class 7 contains 1856 members 
Mstep: Class 9 contains 16510 members 
Mstep: Class 10 contains 21284 members 
Mstep: Class 11 contains 11922 members 
Mstep: Class 12 contains 9790 members 
Mstep: Class 13 contains 47843 members 
Mstep: Class 14 contains 4302 members 
Mstep: Class 15 contains 18714 members 
Mstep: Class 16 contains 3591 members 
Mstep: Class 17 contains 7682 members 
Mstep: Class 18 contains 30343 members 
Mstep: Class 19 contains 2230 members 
Mstep: Class 20 contains 9317 members 
Mstep: Class 21 contains 3106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73755128.000000 Penalty: 65818.140625
Iteration 22Q: 21 clusters Score -7.375513e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 59389 members 
Mstep: Class 2 contains 28329 members 
Mstep: Class 3 contains 134639 members 
Mstep: Class 4 contains 15566 members 
Mstep: Class 5 contains 20043 members 
Mstep: Class 6 contains 132812 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 9 contains 16470 members 
Mstep: Class 10 contains 20728 members 
Mstep: Class 11 contains 11599 members 
Mstep: Class 12 contains 9712 members 
Mstep: Class 13 contains 48292 members 
Mstep: Class 14 contains 4304 members 
Mstep: Class 15 contains 18860 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 17 contains 7966 members 
Mstep: Class 18 contains 30417 members 
Mstep: Class 19 contains 2237 members 
Mstep: Class 20 contains 9368 members 
Mstep: Class 21 contains 3197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73755880.000000 Penalty: 65818.140625
Iteration 23Q: 21 clusters Score -7.375588e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 28245 members 
Mstep: Class 3 contains 134720 members 
Mstep: Class 4 contains 15532 members 
Mstep: Class 5 contains 20199 members 
Mstep: Class 6 contains 132656 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 9 contains 16371 members 
Mstep: Class 10 contains 20253 members 
Mstep: Class 11 contains 11276 members 
Mstep: Class 12 contains 9668 members 
Mstep: Class 13 contains 48693 members 
Mstep: Class 14 contains 4291 members 
Mstep: Class 15 contains 19001 members 
Mstep: Class 16 contains 3617 members 
Mstep: Class 17 contains 8221 members 
Mstep: Class 18 contains 30472 members 
Mstep: Class 19 contains 2240 members 
Mstep: Class 20 contains 9416 members 
Mstep: Class 21 contains 3296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73756608.000000 Penalty: 65818.140625
Iteration 24Q: 21 clusters Score -7.375661e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 28181 members 
Mstep: Class 3 contains 134790 members 
Mstep: Class 4 contains 15507 members 
Mstep: Class 5 contains 20365 members 
Mstep: Class 6 contains 132524 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 9 contains 16229 members 
Mstep: Class 10 contains 19844 members 
Mstep: Class 11 contains 11000 members 
Mstep: Class 12 contains 9624 members 
Mstep: Class 13 contains 49023 members 
Mstep: Class 14 contains 4295 members 
Mstep: Class 15 contains 19128 members 
Mstep: Class 16 contains 3643 members 
Mstep: Class 17 contains 8442 members 
Mstep: Class 18 contains 30519 members 
Mstep: Class 19 contains 2240 members 
Mstep: Class 20 contains 9449 members 
Mstep: Class 21 contains 3388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73756976.000000 Penalty: 65818.140625
Iteration 25Q: 21 clusters Score -7.375698e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 59306 members 
Mstep: Class 2 contains 28134 members 
Mstep: Class 3 contains 134830 members 
Mstep: Class 4 contains 15494 members 
Mstep: Class 5 contains 20522 members 
Mstep: Class 6 contains 132443 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 9 contains 16099 members 
Mstep: Class 10 contains 19498 members 
Mstep: Class 11 contains 10758 members 
Mstep: Class 12 contains 9606 members 
Mstep: Class 13 contains 49335 members 
Mstep: Class 14 contains 4295 members 
Mstep: Class 15 contains 19218 members 
Mstep: Class 16 contains 3656 members 
Mstep: Class 17 contains 8617 members 
Mstep: Class 18 contains 30548 members 
Mstep: Class 19 contains 2239 members 
Mstep: Class 20 contains 9465 members 
Mstep: Class 21 contains 3464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73757304.000000 Penalty: 65818.140625
Iteration 26Q: 21 clusters Score -7.37573e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 28083 members 
Mstep: Class 3 contains 134854 members 
Mstep: Class 4 contains 15475 members 
Mstep: Class 5 contains 20669 members 
Mstep: Class 6 contains 132370 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 9 contains 15966 members 
Mstep: Class 10 contains 19178 members 
Mstep: Class 11 contains 10571 members 
Mstep: Class 12 contains 9630 members 
Mstep: Class 13 contains 49593 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 19315 members 
Mstep: Class 16 contains 3647 members 
Mstep: Class 17 contains 8763 members 
Mstep: Class 18 contains 30570 members 
Mstep: Class 19 contains 2243 members 
Mstep: Class 20 contains 9483 members 
Mstep: Class 21 contains 3543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73757784.000000 Penalty: 65818.140625
Iteration 27Q: 21 clusters Score -7.375778e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 28038 members 
Mstep: Class 3 contains 134883 members 
Mstep: Class 4 contains 15474 members 
Mstep: Class 5 contains 20812 members 
Mstep: Class 6 contains 132275 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 9 contains 15817 members 
Mstep: Class 10 contains 18889 members 
Mstep: Class 11 contains 10398 members 
Mstep: Class 12 contains 9668 members 
Mstep: Class 13 contains 49822 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 15 contains 19414 members 
Mstep: Class 16 contains 3635 members 
Mstep: Class 17 contains 8881 members 
Mstep: Class 18 contains 30598 members 
Mstep: Class 19 contains 2246 members 
Mstep: Class 20 contains 9506 members 
Mstep: Class 21 contains 3629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73758336.000000 Penalty: 65818.140625
Iteration 28Q: 21 clusters Score -7.375834e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 28002 members 
Mstep: Class 3 contains 134911 members 
Mstep: Class 4 contains 15474 members 
Mstep: Class 5 contains 20944 members 
Mstep: Class 6 contains 132196 members 
Mstep: Class 7 contains 1848 members 
Mstep: Class 9 contains 15703 members 
Mstep: Class 10 contains 18653 members 
Mstep: Class 11 contains 10241 members 
Mstep: Class 12 contains 9707 members 
Mstep: Class 13 contains 50000 members 
Mstep: Class 14 contains 4275 members 
Mstep: Class 15 contains 19502 members 
Mstep: Class 16 contains 3617 members 
Mstep: Class 17 contains 8995 members 
Mstep: Class 18 contains 30608 members 
Mstep: Class 19 contains 2246 members 
Mstep: Class 20 contains 9524 members 
Mstep: Class 21 contains 3703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73758456.000000 Penalty: 65818.140625
Iteration 29Q: 21 clusters Score -7.375846e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 27954 members 
Mstep: Class 3 contains 134944 members 
Mstep: Class 4 contains 15463 members 
Mstep: Class 5 contains 21077 members 
Mstep: Class 6 contains 132151 members 
Mstep: Class 7 contains 1848 members 
Mstep: Class 9 contains 15589 members 
Mstep: Class 10 contains 18428 members 
Mstep: Class 11 contains 10103 members 
Mstep: Class 12 contains 9753 members 
Mstep: Class 13 contains 50159 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 19587 members 
Mstep: Class 16 contains 3604 members 
Mstep: Class 17 contains 9113 members 
Mstep: Class 18 contains 30615 members 
Mstep: Class 19 contains 2247 members 
Mstep: Class 20 contains 9541 members 
Mstep: Class 21 contains 3770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73758688.000000 Penalty: 65818.140625
Iteration 30Q: 21 clusters Score -7.375869e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 27885 members 
Mstep: Class 3 contains 134972 members 
Mstep: Class 4 contains 15454 members 
Mstep: Class 5 contains 21198 members 
Mstep: Class 6 contains 132123 members 
Mstep: Class 7 contains 1848 members 
Mstep: Class 9 contains 15475 members 
Mstep: Class 10 contains 18208 members 
Mstep: Class 11 contains 9970 members 
Mstep: Class 12 contains 9838 members 
Mstep: Class 13 contains 50297 members 
Mstep: Class 14 contains 4189 members 
Mstep: Class 15 contains 19652 members 
Mstep: Class 16 contains 3600 members 
Mstep: Class 17 contains 9221 members 
Mstep: Class 18 contains 30621 members 
Mstep: Class 19 contains 2250 members 
Mstep: Class 20 contains 9557 members 
Mstep: Class 21 contains 3854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73758720.000000 Penalty: 65818.140625
Iteration 31Q: 21 clusters Score -7.375872e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 59155 members 
Mstep: Class 2 contains 27824 members 
Mstep: Class 3 contains 135010 members 
Mstep: Class 4 contains 15431 members 
Mstep: Class 5 contains 21306 members 
Mstep: Class 6 contains 132088 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 9 contains 15356 members 
Mstep: Class 10 contains 18012 members 
Mstep: Class 11 contains 9854 members 
Mstep: Class 12 contains 9924 members 
Mstep: Class 13 contains 50406 members 
Mstep: Class 14 contains 4156 members 
Mstep: Class 15 contains 19717 members 
Mstep: Class 16 contains 3600 members 
Mstep: Class 17 contains 9319 members 
Mstep: Class 18 contains 30618 members 
Mstep: Class 19 contains 2252 members 
Mstep: Class 20 contains 9572 members 
Mstep: Class 21 contains 3928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73759024.000000 Penalty: 65818.140625
Iteration 32Q: 21 clusters Score -7.375902e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 27776 members 
Mstep: Class 3 contains 135054 members 
Mstep: Class 4 contains 15404 members 
Mstep: Class 5 contains 21404 members 
Mstep: Class 6 contains 132066 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 9 contains 15220 members 
Mstep: Class 10 contains 17791 members 
Mstep: Class 11 contains 9736 members 
Mstep: Class 12 contains 10021 members 
Mstep: Class 13 contains 50507 members 
Mstep: Class 14 contains 4111 members 
Mstep: Class 15 contains 19769 members 
Mstep: Class 16 contains 3617 members 
Mstep: Class 17 contains 9421 members 
Mstep: Class 18 contains 30616 members 
Mstep: Class 19 contains 2252 members 
Mstep: Class 20 contains 9599 members 
Mstep: Class 21 contains 4012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73759168.000000 Penalty: 65818.140625
Iteration 33Q: 21 clusters Score -7.375917e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 27744 members 
Mstep: Class 3 contains 135072 members 
Mstep: Class 4 contains 15390 members 
Mstep: Class 5 contains 21492 members 
Mstep: Class 6 contains 132036 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 9 contains 15079 members 
Mstep: Class 10 contains 17592 members 
Mstep: Class 11 contains 9631 members 
Mstep: Class 12 contains 10137 members 
Mstep: Class 13 contains 50599 members 
Mstep: Class 14 contains 4078 members 
Mstep: Class 15 contains 19806 members 
Mstep: Class 16 contains 3637 members 
Mstep: Class 17 contains 9524 members 
Mstep: Class 18 contains 30617 members 
Mstep: Class 19 contains 2253 members 
Mstep: Class 20 contains 9619 members 
Mstep: Class 21 contains 4084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73759344.000000 Penalty: 65818.140625
Iteration 34Q: 21 clusters Score -7.375934e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 27715 members 
Mstep: Class 3 contains 135086 members 
Mstep: Class 4 contains 15374 members 
Mstep: Class 5 contains 21562 members 
Mstep: Class 6 contains 132032 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 9 contains 14925 members 
Mstep: Class 10 contains 17384 members 
Mstep: Class 11 contains 9535 members 
Mstep: Class 12 contains 10290 members 
Mstep: Class 13 contains 50677 members 
Mstep: Class 14 contains 4021 members 
Mstep: Class 15 contains 19828 members 
Mstep: Class 16 contains 3672 members 
Mstep: Class 17 contains 9620 members 
Mstep: Class 18 contains 30602 members 
Mstep: Class 19 contains 2255 members 
Mstep: Class 20 contains 9638 members 
Mstep: Class 21 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73759624.000000 Penalty: 65818.140625
Iteration 35Q: 21 clusters Score -7.375962e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 59117 members 
Mstep: Class 2 contains 27695 members 
Mstep: Class 3 contains 135110 members 
Mstep: Class 4 contains 15366 members 
Mstep: Class 5 contains 21640 members 
Mstep: Class 6 contains 132033 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 9 contains 14767 members 
Mstep: Class 10 contains 17155 members 
Mstep: Class 11 contains 9444 members 
Mstep: Class 12 contains 10436 members 
Mstep: Class 13 contains 50721 members 
Mstep: Class 14 contains 3989 members 
Mstep: Class 15 contains 19842 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 9724 members 
Mstep: Class 18 contains 30589 members 
Mstep: Class 19 contains 2255 members 
Mstep: Class 20 contains 9653 members 
Mstep: Class 21 contains 4298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73759992.000000 Penalty: 65818.140625
Iteration 36Q: 21 clusters Score -7.375999e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 27678 members 
Mstep: Class 3 contains 135136 members 
Mstep: Class 4 contains 15371 members 
Mstep: Class 5 contains 21695 members 
Mstep: Class 6 contains 132013 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 9 contains 14606 members 
Mstep: Class 10 contains 16919 members 
Mstep: Class 11 contains 9383 members 
Mstep: Class 12 contains 10596 members 
Mstep: Class 13 contains 50736 members 
Mstep: Class 14 contains 3959 members 
Mstep: Class 15 contains 19857 members 
Mstep: Class 16 contains 3728 members 
Mstep: Class 17 contains 9813 members 
Mstep: Class 18 contains 30579 members 
Mstep: Class 19 contains 2256 members 
Mstep: Class 20 contains 9670 members 
Mstep: Class 21 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73760304.000000 Penalty: 65818.140625
Iteration 37Q: 21 clusters Score -7.37603e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 27661 members 
Mstep: Class 3 contains 135154 members 
Mstep: Class 4 contains 15368 members 
Mstep: Class 5 contains 21743 members 
Mstep: Class 6 contains 131975 members 
Mstep: Class 7 contains 1849 members 
Mstep: Class 9 contains 14490 members 
Mstep: Class 10 contains 16686 members 
Mstep: Class 11 contains 9317 members 
Mstep: Class 12 contains 10743 members 
Mstep: Class 13 contains 50766 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 19874 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 17 contains 9893 members 
Mstep: Class 18 contains 30574 members 
Mstep: Class 19 contains 2256 members 
Mstep: Class 20 contains 9689 members 
Mstep: Class 21 contains 4591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73760712.000000 Penalty: 65818.140625
Iteration 38Q: 21 clusters Score -7.376071e+07 nChanged 1031
Entering ConstructFrom: 
Score: -73760712.000000 Penalty: 65818.140625
Entering ConstructFrom: 
Trying to split cluster 1 (59012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Entering Unmasked Estep 
Score: -7670626.000000 Penalty: 2724.403076
	Iteration 0F: 2 clusters Score -7670626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -7631251.000000 Penalty: 5448.806152
	Iteration 0F: 3 clusters Score -7631251 nChanged 27324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -7647924.500000 Penalty: 5448.806152
	Iteration 1F: 3 clusters Score -7647924 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -7650807.500000 Penalty: 5448.806152
	Iteration 2F: 3 clusters Score -7650808 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -7654879.000000 Penalty: 5448.806152
	Iteration 3F: 3 clusters Score -7654879 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -7658783.500000 Penalty: 5448.806152
	Iteration 4F: 3 clusters Score -7658784 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -7661421.000000 Penalty: 5448.806152
	Iteration 5F: 3 clusters Score -7661421 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -7662734.000000 Penalty: 5448.806152
	Iteration 6F: 3 clusters Score -7662734 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -7663562.000000 Penalty: 5448.806152
	Iteration 7Q: 3 clusters Score -7663562 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -7664014.500000 Penalty: 5448.806152
	Iteration 8Q: 3 clusters Score -7664014 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -7664393.000000 Penalty: 5448.806152
	Iteration 9Q: 3 clusters Score -7664393 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -7664679.000000 Penalty: 5448.806152
	Iteration 10Q: 3 clusters Score -7664679 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -7664968.000000 Penalty: 5448.806152
	Iteration 11Q: 3 clusters Score -7664968 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -7665218.500000 Penalty: 5448.806152
	Iteration 12Q: 3 clusters Score -7665218 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -7665417.500000 Penalty: 5448.806152
	Iteration 13Q: 3 clusters Score -7665418 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -7665601.000000 Penalty: 5448.806152
	Iteration 14Q: 3 clusters Score -7665601 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -7665820.000000 Penalty: 5448.806152
	Iteration 15Q: 3 clusters Score -7665820 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -7665995.500000 Penalty: 5448.806152
	Iteration 16Q: 3 clusters Score -7665996 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -7666143.000000 Penalty: 5448.806152
	Iteration 17Q: 3 clusters Score -7666143 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -7666357.500000 Penalty: 5448.806152
	Iteration 18Q: 3 clusters Score -7666358 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -7666564.000000 Penalty: 5448.806152
	Iteration 19Q: 3 clusters Score -7666564 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -7666727.500000 Penalty: 5448.806152
	Iteration 20F: 3 clusters Score -7666728 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -7666939.000000 Penalty: 5448.806152
	Iteration 21Q: 3 clusters Score -7666939 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -7667155.000000 Penalty: 5448.806152
	Iteration 22Q: 3 clusters Score -7667155 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -7667337.000000 Penalty: 5448.806152
	Iteration 23Q: 3 clusters Score -7667337 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -7667512.000000 Penalty: 5448.806152
	Iteration 24Q: 3 clusters Score -7667512 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -7667712.500000 Penalty: 5448.806152
	Iteration 25Q: 3 clusters Score -7667712 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -7667898.500000 Penalty: 5448.806152
	Iteration 26Q: 3 clusters Score -7667898 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -7668048.000000 Penalty: 5448.806152
	Iteration 27Q: 3 clusters Score -7668048 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -7668246.500000 Penalty: 5448.806152
	Iteration 28Q: 3 clusters Score -7668246 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -7668389.500000 Penalty: 5448.806152
	Iteration 29Q: 3 clusters Score -7668390 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -7668557.500000 Penalty: 5448.806152
	Iteration 30Q: 3 clusters Score -7668558 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -7668669.000000 Penalty: 5448.806152
	Iteration 31Q: 3 clusters Score -7668669 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -7668751.500000 Penalty: 5448.806152
	Iteration 32Q: 3 clusters Score -7668752 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -7668806.000000 Penalty: 5448.806152
	Iteration 33Q: 3 clusters Score -7668806 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -7668922.000000 Penalty: 5448.806152
	Iteration 34Q: 3 clusters Score -7668922 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -7669064.500000 Penalty: 5448.806152
	Iteration 35Q: 3 clusters Score -7669064 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -7669183.500000 Penalty: 5448.806152
	Iteration 36Q: 3 clusters Score -7669184 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -7669361.500000 Penalty: 5448.806152
	Iteration 37Q: 3 clusters Score -7669362 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -7669705.500000 Penalty: 5448.806152
	Iteration 38Q: 3 clusters Score -7669706 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -7670373.500000 Penalty: 5448.806152
	Iteration 39Q: 3 clusters Score -7670374 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -7671922.000000 Penalty: 5448.806152
	Iteration 40F: 3 clusters Score -7671922 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -7675233.500000 Penalty: 5448.806152
	Iteration 41Q: 3 clusters Score -7675234 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -7680831.000000 Penalty: 5448.806152
	Iteration 42Q: 3 clusters Score -7680831 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -7684488.500000 Penalty: 5448.806152
	Iteration 43Q: 3 clusters Score -7684488 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -7685867.500000 Penalty: 5448.806152
	Iteration 44Q: 3 clusters Score -7685868 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -7686792.500000 Penalty: 5448.806152
	Iteration 45Q: 3 clusters Score -7686792 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -7687588.000000 Penalty: 5448.806152
	Iteration 46Q: 3 clusters Score -7687588 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -7688104.000000 Penalty: 5448.806152
	Iteration 47Q: 3 clusters Score -7688104 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -7688473.500000 Penalty: 5448.806152
	Iteration 48Q: 3 clusters Score -7688474 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -7688624.000000 Penalty: 5448.806152
	Iteration 49Q: 3 clusters Score -7688624 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -7688719.500000 Penalty: 5448.806152
	Iteration 50Q: 3 clusters Score -7688720 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -7688797.500000 Penalty: 5448.806152
	Iteration 51Q: 3 clusters Score -7688798 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -7688850.000000 Penalty: 5448.806152
	Iteration 52Q: 3 clusters Score -7688850 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -7688874.000000 Penalty: 5448.806152
	Iteration 53Q: 3 clusters Score -7688874 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -7688899.000000 Penalty: 5448.806152
	Iteration 54Q: 3 clusters Score -7688899 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -7688903.500000 Penalty: 5448.806152
	Iteration 55Q: 3 clusters Score -7688904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -7688898.500000 Penalty: 5448.806152
	Iteration 56Q: 3 clusters Score -7688898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -7688910.000000 Penalty: 5448.806152
	Iteration 57Q: 3 clusters Score -7688910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -7688917.000000 Penalty: 5448.806152
	Iteration 58Q: 3 clusters Score -7688917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -7688930.000000 Penalty: 5448.806152
	Iteration 59Q: 3 clusters Score -7688930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -7689125.000000 Penalty: 5448.806152
	Iteration 60F: 3 clusters Score -7689125 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -7689216.000000 Penalty: 5448.806152
	Iteration 61Q: 3 clusters Score -7689216 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -7689241.500000 Penalty: 5448.806152
	Iteration 62Q: 3 clusters Score -7689242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -7689247.500000 Penalty: 5448.806152
	Iteration 63Q: 3 clusters Score -7689248 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -7689251.500000 Penalty: 5448.806152
	Iteration 64Q: 3 clusters Score -7689252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -7689253.500000 Penalty: 5448.806152
	Iteration 65Q: 3 clusters Score -7689254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -7689243.000000 Penalty: 5448.806152
	Iteration 66Q: 3 clusters Score -7689243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -7689247.000000 Penalty: 5448.806152
	Iteration 67Q: 3 clusters Score -7689247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -7689262.500000 Penalty: 5448.806152
	Iteration 68Q: 3 clusters Score -7689262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -7689271.500000 Penalty: 5448.806152
	Iteration 69Q: 3 clusters Score -7689272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -7689266.000000 Penalty: 5448.806152
	Iteration 70Q: 3 clusters Score -7689266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -7689266.000000 Penalty: 5448.806152
	Iteration 71Q: 3 clusters Score -7689266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -7689261.500000 Penalty: 5448.806152
	Iteration 72Q: 3 clusters Score -7689262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -7689257.500000 Penalty: 5448.806152
	Iteration 73Q: 3 clusters Score -7689258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -7689249.000000 Penalty: 5448.806152
	Iteration 74Q: 3 clusters Score -7689249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -7689240.000000 Penalty: 5448.806152
	Iteration 75Q: 3 clusters Score -7689240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -7689248.500000 Penalty: 5448.806152
	Iteration 76Q: 3 clusters Score -7689248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -7689248.500000 Penalty: 5448.806152
	Iteration 77F: 3 clusters Score -7689248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 27644 members 
Mstep: Class 3 contains 135185 members 
Mstep: Class 4 contains 15356 members 
Mstep: Class 5 contains 21783 members 
Mstep: Class 6 contains 131955 members 
Mstep: Class 7 contains 1848 members 
Mstep: Class 8 contains 38739 members 
Mstep: Class 9 contains 14386 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 11 contains 9270 members 
Mstep: Class 12 contains 10876 members 
Mstep: Class 13 contains 50758 members 
Mstep: Class 14 contains 3949 members 
Mstep: Class 15 contains 19877 members 
Mstep: Class 16 contains 3768 members 
Mstep: Class 17 contains 9967 members 
Mstep: Class 18 contains 30567 members 
Mstep: Class 19 contains 2256 members 
Mstep: Class 20 contains 9710 members 
Mstep: Class 21 contains 4788 members 
Entering Unmasked Estep 
Score: -73779064.000000 Penalty: 69109.046875
Splitting cluster 1 changes total score from -73760712.000000 to -73779064.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (27644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Entering Unmasked Estep 
Score: -3677093.250000 Penalty: 2536.336670
	Iteration 0F: 2 clusters Score -3677093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3658150.000000 Penalty: 5072.673340
	Iteration 0F: 3 clusters Score -3658150 nChanged 12320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -3665020.000000 Penalty: 5072.673340
	Iteration 1F: 3 clusters Score -3665020 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3665604.000000 Penalty: 5072.673340
	Iteration 2F: 3 clusters Score -3665604 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -3666222.750000 Penalty: 5072.673340
	Iteration 3Q: 3 clusters Score -3666223 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3666905.250000 Penalty: 5072.673340
	Iteration 4Q: 3 clusters Score -3666905 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -3667781.750000 Penalty: 5072.673340
	Iteration 5Q: 3 clusters Score -3667782 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -3669018.500000 Penalty: 5072.673340
	Iteration 6F: 3 clusters Score -3669018 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -3670617.750000 Penalty: 5072.673340
	Iteration 7F: 3 clusters Score -3670618 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -3672125.750000 Penalty: 5072.673340
	Iteration 8F: 3 clusters Score -3672126 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -3673242.250000 Penalty: 5072.673340
	Iteration 9F: 3 clusters Score -3673242 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -3674024.500000 Penalty: 5072.673340
	Iteration 10Q: 3 clusters Score -3674024 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -3674492.750000 Penalty: 5072.673340
	Iteration 11Q: 3 clusters Score -3674493 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -3674788.500000 Penalty: 5072.673340
	Iteration 12Q: 3 clusters Score -3674788 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -3674918.750000 Penalty: 5072.673340
	Iteration 13Q: 3 clusters Score -3674919 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -3675011.750000 Penalty: 5072.673340
	Iteration 14Q: 3 clusters Score -3675012 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -3675050.500000 Penalty: 5072.673340
	Iteration 15Q: 3 clusters Score -3675050 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -3675072.500000 Penalty: 5072.673340
	Iteration 16Q: 3 clusters Score -3675072 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -3675090.750000 Penalty: 5072.673340
	Iteration 17Q: 3 clusters Score -3675091 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3675117.000000 Penalty: 5072.673340
	Iteration 18Q: 3 clusters Score -3675117 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -3675117.250000 Penalty: 5072.673340
	Iteration 19Q: 3 clusters Score -3675117 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -3675121.750000 Penalty: 5072.673340
	Iteration 20F: 3 clusters Score -3675122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -3675131.750000 Penalty: 5072.673340
	Iteration 21Q: 3 clusters Score -3675132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -3675128.250000 Penalty: 5072.673340
	Iteration 22Q: 3 clusters Score -3675128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -3675134.750000 Penalty: 5072.673340
	Iteration 23Q: 3 clusters Score -3675135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -3675141.000000 Penalty: 5072.673340
	Iteration 24Q: 3 clusters Score -3675141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3675139.500000 Penalty: 5072.673340
	Iteration 25Q: 3 clusters Score -3675140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -3675143.500000 Penalty: 5072.673340
	Iteration 26Q: 3 clusters Score -3675144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -3675141.500000 Penalty: 5072.673340
	Iteration 27Q: 3 clusters Score -3675142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -3675147.000000 Penalty: 5072.673340
	Iteration 28Q: 3 clusters Score -3675147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -3675146.250000 Penalty: 5072.673340
	Iteration 29Q: 3 clusters Score -3675146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -3675148.750000 Penalty: 5072.673340
	Iteration 30Q: 3 clusters Score -3675149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -3675151.250000 Penalty: 5072.673340
	Iteration 31Q: 3 clusters Score -3675151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -3675153.000000 Penalty: 5072.673340
	Iteration 32Q: 3 clusters Score -3675153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -3675149.250000 Penalty: 5072.673340
	Iteration 33Q: 3 clusters Score -3675149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -3675151.250000 Penalty: 5072.673340
	Iteration 34Q: 3 clusters Score -3675151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3675157.000000 Penalty: 5072.673340
	Iteration 35Q: 3 clusters Score -3675157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3675154.750000 Penalty: 5072.673340
	Iteration 36Q: 3 clusters Score -3675155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -3675155.750000 Penalty: 5072.673340
	Iteration 37Q: 3 clusters Score -3675156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -3675154.750000 Penalty: 5072.673340
	Iteration 38Q: 3 clusters Score -3675155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -3675153.250000 Penalty: 5072.673340
	Iteration 39Q: 3 clusters Score -3675153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -3675151.500000 Penalty: 5072.673340
	Iteration 40F: 3 clusters Score -3675152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -3675152.000000 Penalty: 5072.673340
	Iteration 41Q: 3 clusters Score -3675152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -3675151.250000 Penalty: 5072.673340
	Iteration 42Q: 3 clusters Score -3675151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -3675151.250000 Penalty: 5072.673340
	Iteration 43F: 3 clusters Score -3675151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (135185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135185 members 
Entering Unmasked Estep 
Score: -17687426.000000 Penalty: 2929.971191
	Iteration 0F: 2 clusters Score -1.768743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67780 members 
Mstep: Class 2 contains 67405 members 
Entering Unmasked Estep 
Score: -17597316.000000 Penalty: 5859.942383
	Iteration 0F: 3 clusters Score -1.759732e+07 nChanged 64245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70231 members 
Mstep: Class 2 contains 64954 members 
Entering Unmasked Estep 
Score: -17634072.000000 Penalty: 5859.942383
	Iteration 1F: 3 clusters Score -1.763407e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 63507 members 
Entering Unmasked Estep 
Score: -17634896.000000 Penalty: 5859.942383
	Iteration 2Q: 3 clusters Score -1.76349e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73764 members 
Mstep: Class 2 contains 61421 members 
Entering Unmasked Estep 
Score: -17636062.000000 Penalty: 5859.942383
	Iteration 3Q: 3 clusters Score -1.763606e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 58339 members 
Entering Unmasked Estep 
Score: -17637828.000000 Penalty: 5859.942383
	Iteration 4Q: 3 clusters Score -1.763783e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81234 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -17640690.000000 Penalty: 5859.942383
	Iteration 5Q: 3 clusters Score -1.764069e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87333 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -17645408.000000 Penalty: 5859.942383
	Iteration 6F: 3 clusters Score -1.764541e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95271 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -17652624.000000 Penalty: 5859.942383
	Iteration 7F: 3 clusters Score -1.765262e+07 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104135 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -17661964.000000 Penalty: 5859.942383
	Iteration 8F: 3 clusters Score -1.766196e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112033 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -17671218.000000 Penalty: 5859.942383
	Iteration 9F: 3 clusters Score -1.767122e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117180 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -17677176.000000 Penalty: 5859.942383
	Iteration 10Q: 3 clusters Score -1.767718e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120270 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -17680074.000000 Penalty: 5859.942383
	Iteration 11Q: 3 clusters Score -1.768007e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122245 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -17681482.000000 Penalty: 5859.942383
	Iteration 12Q: 3 clusters Score -1.768148e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123755 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -17682322.000000 Penalty: 5859.942383
	Iteration 13Q: 3 clusters Score -1.768232e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125005 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -17682828.000000 Penalty: 5859.942383
	Iteration 14Q: 3 clusters Score -1.768283e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126053 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -17683184.000000 Penalty: 5859.942383
	Iteration 15Q: 3 clusters Score -1.768318e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126936 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -17683516.000000 Penalty: 5859.942383
	Iteration 16Q: 3 clusters Score -1.768352e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127734 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -17683778.000000 Penalty: 5859.942383
	Iteration 17Q: 3 clusters Score -1.768378e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128411 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -17683992.000000 Penalty: 5859.942383
	Iteration 18Q: 3 clusters Score -1.768399e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128992 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -17684098.000000 Penalty: 5859.942383
	Iteration 19Q: 3 clusters Score -1.76841e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129552 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -17684272.000000 Penalty: 5859.942383
	Iteration 20F: 3 clusters Score -1.768427e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130027 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -17684436.000000 Penalty: 5859.942383
	Iteration 21Q: 3 clusters Score -1.768444e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130425 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -17684558.000000 Penalty: 5859.942383
	Iteration 22Q: 3 clusters Score -1.768456e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130731 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -17684658.000000 Penalty: 5859.942383
	Iteration 23Q: 3 clusters Score -1.768466e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131001 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -17684718.000000 Penalty: 5859.942383
	Iteration 24Q: 3 clusters Score -1.768472e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131213 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -17684792.000000 Penalty: 5859.942383
	Iteration 25Q: 3 clusters Score -1.768479e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131389 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -17684844.000000 Penalty: 5859.942383
	Iteration 26Q: 3 clusters Score -1.768484e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131547 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -17684858.000000 Penalty: 5859.942383
	Iteration 27Q: 3 clusters Score -1.768486e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131684 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -17684884.000000 Penalty: 5859.942383
	Iteration 28Q: 3 clusters Score -1.768488e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131815 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -17684926.000000 Penalty: 5859.942383
	Iteration 29Q: 3 clusters Score -1.768493e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131947 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -17684946.000000 Penalty: 5859.942383
	Iteration 30Q: 3 clusters Score -1.768495e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132070 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -17684982.000000 Penalty: 5859.942383
	Iteration 31Q: 3 clusters Score -1.768498e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132166 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -17684990.000000 Penalty: 5859.942383
	Iteration 32Q: 3 clusters Score -1.768499e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132253 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -17685012.000000 Penalty: 5859.942383
	Iteration 33Q: 3 clusters Score -1.768501e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132320 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -17685000.000000 Penalty: 5859.942383
	Iteration 34Q: 3 clusters Score -1.7685e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132378 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -17684998.000000 Penalty: 5859.942383
	Iteration 35Q: 3 clusters Score -1.7685e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132421 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -17685032.000000 Penalty: 5859.942383
	Iteration 36Q: 3 clusters Score -1.768503e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132468 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -17685060.000000 Penalty: 5859.942383
	Iteration 37Q: 3 clusters Score -1.768506e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132505 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -17685082.000000 Penalty: 5859.942383
	Iteration 38Q: 3 clusters Score -1.768508e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132538 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -17685086.000000 Penalty: 5859.942383
	Iteration 39Q: 3 clusters Score -1.768509e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132577 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -17685066.000000 Penalty: 5859.942383
	Iteration 40F: 3 clusters Score -1.768507e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132619 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -17685074.000000 Penalty: 5859.942383
	Iteration 41Q: 3 clusters Score -1.768507e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132648 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -17685062.000000 Penalty: 5859.942383
	Iteration 42Q: 3 clusters Score -1.768506e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132683 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -17685078.000000 Penalty: 5859.942383
	Iteration 43Q: 3 clusters Score -1.768508e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132714 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -17685090.000000 Penalty: 5859.942383
	Iteration 44Q: 3 clusters Score -1.768509e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132742 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -17685092.000000 Penalty: 5859.942383
	Iteration 45Q: 3 clusters Score -1.768509e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132756 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -17685102.000000 Penalty: 5859.942383
	Iteration 46Q: 3 clusters Score -1.76851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132768 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -17685118.000000 Penalty: 5859.942383
	Iteration 47Q: 3 clusters Score -1.768512e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132775 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -17685130.000000 Penalty: 5859.942383
	Iteration 48Q: 3 clusters Score -1.768513e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132788 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -17685116.000000 Penalty: 5859.942383
	Iteration 49Q: 3 clusters Score -1.768512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132802 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -17685120.000000 Penalty: 5859.942383
	Iteration 50Q: 3 clusters Score -1.768512e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132823 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -17685134.000000 Penalty: 5859.942383
	Iteration 51Q: 3 clusters Score -1.768513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132834 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -17685138.000000 Penalty: 5859.942383
	Iteration 52Q: 3 clusters Score -1.768514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132844 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -17685116.000000 Penalty: 5859.942383
	Iteration 53Q: 3 clusters Score -1.768512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132854 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -17685132.000000 Penalty: 5859.942383
	Iteration 54Q: 3 clusters Score -1.768513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132860 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -17685120.000000 Penalty: 5859.942383
	Iteration 55Q: 3 clusters Score -1.768512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132868 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -17685124.000000 Penalty: 5859.942383
	Iteration 56Q: 3 clusters Score -1.768512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132878 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -17685124.000000 Penalty: 5859.942383
	Iteration 57Q: 3 clusters Score -1.768512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132888 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -17685132.000000 Penalty: 5859.942383
	Iteration 58Q: 3 clusters Score -1.768513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132896 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -17685126.000000 Penalty: 5859.942383
	Iteration 59Q: 3 clusters Score -1.768513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132901 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -17685118.000000 Penalty: 5859.942383
	Iteration 60F: 3 clusters Score -1.768512e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132906 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -17685124.000000 Penalty: 5859.942383
	Iteration 61Q: 3 clusters Score -1.768512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132915 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -17685114.000000 Penalty: 5859.942383
	Iteration 62Q: 3 clusters Score -1.768511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132923 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -17685116.000000 Penalty: 5859.942383
	Iteration 63Q: 3 clusters Score -1.768512e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132936 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -17685092.000000 Penalty: 5859.942383
	Iteration 64Q: 3 clusters Score -1.768509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132942 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -17685112.000000 Penalty: 5859.942383
	Iteration 65Q: 3 clusters Score -1.768511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132945 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -17685116.000000 Penalty: 5859.942383
	Iteration 66Q: 3 clusters Score -1.768512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132951 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -17685128.000000 Penalty: 5859.942383
	Iteration 67Q: 3 clusters Score -1.768513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132959 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -17685128.000000 Penalty: 5859.942383
	Iteration 68Q: 3 clusters Score -1.768513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132961 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -17685148.000000 Penalty: 5859.942383
	Iteration 69Q: 3 clusters Score -1.768515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132964 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -17685134.000000 Penalty: 5859.942383
	Iteration 70Q: 3 clusters Score -1.768513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132969 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -17685142.000000 Penalty: 5859.942383
	Iteration 71Q: 3 clusters Score -1.768514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132974 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -17685140.000000 Penalty: 5859.942383
	Iteration 72Q: 3 clusters Score -1.768514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132981 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -17685118.000000 Penalty: 5859.942383
	Iteration 73Q: 3 clusters Score -1.768512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132987 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -17685146.000000 Penalty: 5859.942383
	Iteration 74Q: 3 clusters Score -1.768515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132992 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -17685140.000000 Penalty: 5859.942383
	Iteration 75Q: 3 clusters Score -1.768514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132997 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -17685156.000000 Penalty: 5859.942383
	Iteration 76Q: 3 clusters Score -1.768516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133012 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -17685142.000000 Penalty: 5859.942383
	Iteration 77Q: 3 clusters Score -1.768514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133019 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -17685148.000000 Penalty: 5859.942383
	Iteration 78Q: 3 clusters Score -1.768515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133029 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -17685160.000000 Penalty: 5859.942383
	Iteration 79Q: 3 clusters Score -1.768516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133032 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -17685156.000000 Penalty: 5859.942383
	Iteration 80F: 3 clusters Score -1.768516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133034 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -17685162.000000 Penalty: 5859.942383
	Iteration 81Q: 3 clusters Score -1.768516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133035 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -17685158.000000 Penalty: 5859.942383
	Iteration 82Q: 3 clusters Score -1.768516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133038 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -17685146.000000 Penalty: 5859.942383
	Iteration 83Q: 3 clusters Score -1.768515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133044 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -17685160.000000 Penalty: 5859.942383
	Iteration 84Q: 3 clusters Score -1.768516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133045 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -17685168.000000 Penalty: 5859.942383
	Iteration 85Q: 3 clusters Score -1.768517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133048 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -17685164.000000 Penalty: 5859.942383
	Iteration 86Q: 3 clusters Score -1.768516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133051 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -17685176.000000 Penalty: 5859.942383
	Iteration 87Q: 3 clusters Score -1.768518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133054 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -17685174.000000 Penalty: 5859.942383
	Iteration 88Q: 3 clusters Score -1.768517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133057 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -17685176.000000 Penalty: 5859.942383
	Iteration 89Q: 3 clusters Score -1.768518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133060 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -17685182.000000 Penalty: 5859.942383
	Iteration 90Q: 3 clusters Score -1.768518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133067 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -17685160.000000 Penalty: 5859.942383
	Iteration 91Q: 3 clusters Score -1.768516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133071 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -17685174.000000 Penalty: 5859.942383
	Iteration 92Q: 3 clusters Score -1.768517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133079 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -17685164.000000 Penalty: 5859.942383
	Iteration 93Q: 3 clusters Score -1.768516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133082 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -17685158.000000 Penalty: 5859.942383
	Iteration 94Q: 3 clusters Score -1.768516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133083 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -17685156.000000 Penalty: 5859.942383
	Iteration 95Q: 3 clusters Score -1.768516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133084 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -17685158.000000 Penalty: 5859.942383
	Iteration 96Q: 3 clusters Score -1.768516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133085 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -17685158.000000 Penalty: 5859.942383
	Iteration 97Q: 3 clusters Score -1.768516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133085 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -17685158.000000 Penalty: 5859.942383
	Iteration 98F: 3 clusters Score -1.768516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Entering Unmasked Estep 
Score: -1894402.250000 Penalty: 2390.536865
	Iteration 0F: 2 clusters Score -1894402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1883339.625000 Penalty: 4781.073730
	Iteration 0F: 3 clusters Score -1883340 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1887657.250000 Penalty: 4781.073730
	Iteration 1F: 3 clusters Score -1887657 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1888846.750000 Penalty: 4781.073730
	Iteration 2F: 3 clusters Score -1888847 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1890042.000000 Penalty: 4781.073730
	Iteration 3F: 3 clusters Score -1890042 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1891192.375000 Penalty: 4781.073730
	Iteration 4F: 3 clusters Score -1891192 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1892120.500000 Penalty: 4781.073730
	Iteration 5F: 3 clusters Score -1892120 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1892803.250000 Penalty: 4781.073730
	Iteration 6F: 3 clusters Score -1892803 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1893452.750000 Penalty: 4781.073730
	Iteration 7F: 3 clusters Score -1893453 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1894239.375000 Penalty: 4781.073730
	Iteration 8F: 3 clusters Score -1894239 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1895162.875000 Penalty: 4781.073730
	Iteration 9Q: 3 clusters Score -1895163 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1895660.250000 Penalty: 4781.073730
	Iteration 10Q: 3 clusters Score -1895660 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1895917.625000 Penalty: 4781.073730
	Iteration 11Q: 3 clusters Score -1895918 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1896119.125000 Penalty: 4781.073730
	Iteration 12Q: 3 clusters Score -1896119 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1896321.125000 Penalty: 4781.073730
	Iteration 13Q: 3 clusters Score -1896321 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1896619.125000 Penalty: 4781.073730
	Iteration 14Q: 3 clusters Score -1896619 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1896970.625000 Penalty: 4781.073730
	Iteration 15Q: 3 clusters Score -1896971 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1897355.625000 Penalty: 4781.073730
	Iteration 16Q: 3 clusters Score -1897356 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1897859.125000 Penalty: 4781.073730
	Iteration 17Q: 3 clusters Score -1897859 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1898345.500000 Penalty: 4781.073730
	Iteration 18Q: 3 clusters Score -1898346 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1898868.250000 Penalty: 4781.073730
	Iteration 19Q: 3 clusters Score -1898868 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1899525.375000 Penalty: 4781.073730
	Iteration 20F: 3 clusters Score -1899525 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1900119.625000 Penalty: 4781.073730
	Iteration 21Q: 3 clusters Score -1900120 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1900551.875000 Penalty: 4781.073730
	Iteration 22Q: 3 clusters Score -1900552 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1900791.250000 Penalty: 4781.073730
	Iteration 23Q: 3 clusters Score -1900791 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1900974.625000 Penalty: 4781.073730
	Iteration 24Q: 3 clusters Score -1900975 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1901230.500000 Penalty: 4781.073730
	Iteration 25Q: 3 clusters Score -1901230 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1901466.250000 Penalty: 4781.073730
	Iteration 26Q: 3 clusters Score -1901466 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1901606.875000 Penalty: 4781.073730
	Iteration 27Q: 3 clusters Score -1901607 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1901698.875000 Penalty: 4781.073730
	Iteration 28Q: 3 clusters Score -1901699 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1901743.375000 Penalty: 4781.073730
	Iteration 29Q: 3 clusters Score -1901743 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1901765.125000 Penalty: 4781.073730
	Iteration 30Q: 3 clusters Score -1901765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1901774.375000 Penalty: 4781.073730
	Iteration 31Q: 3 clusters Score -1901774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1901782.375000 Penalty: 4781.073730
	Iteration 32Q: 3 clusters Score -1901782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1901786.000000 Penalty: 4781.073730
	Iteration 33Q: 3 clusters Score -1901786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1901787.750000 Penalty: 4781.073730
	Iteration 34Q: 3 clusters Score -1901788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1901796.000000 Penalty: 4781.073730
	Iteration 35Q: 3 clusters Score -1901796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1901796.000000 Penalty: 4781.073730
	Iteration 36Q: 3 clusters Score -1901796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1901795.750000 Penalty: 4781.073730
	Iteration 37Q: 3 clusters Score -1901796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1901794.750000 Penalty: 4781.073730
	Iteration 38Q: 3 clusters Score -1901795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1901794.750000 Penalty: 4781.073730
	Iteration 39F: 3 clusters Score -1901795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 27644 members 
Mstep: Class 3 contains 135185 members 
Mstep: Class 4 contains 3170 members 
Mstep: Class 5 contains 21783 members 
Mstep: Class 6 contains 131955 members 
Mstep: Class 7 contains 1848 members 
Mstep: Class 8 contains 38739 members 
Mstep: Class 9 contains 14386 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 11 contains 9270 members 
Mstep: Class 12 contains 10876 members 
Mstep: Class 13 contains 50758 members 
Mstep: Class 14 contains 3949 members 
Mstep: Class 15 contains 19877 members 
Mstep: Class 16 contains 3768 members 
Mstep: Class 17 contains 9967 members 
Mstep: Class 18 contains 30567 members 
Mstep: Class 19 contains 2256 members 
Mstep: Class 20 contains 9710 members 
Mstep: Class 21 contains 4788 members 
Mstep: Class 22 contains 12186 members 
Entering Unmasked Estep 
Score: -73785744.000000 Penalty: 72399.953125
Splitting cluster 4 changes total score from -73760712.000000 to -73785744.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (21783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Entering Unmasked Estep 
Score: -2810723.000000 Penalty: 2477.243408
	Iteration 0F: 2 clusters Score -2810723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2795539.750000 Penalty: 4954.486816
	Iteration 0F: 3 clusters Score -2795540 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2800866.750000 Penalty: 4954.486816
	Iteration 1F: 3 clusters Score -2800867 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2801496.500000 Penalty: 4954.486816
	Iteration 2F: 3 clusters Score -2801496 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2802367.500000 Penalty: 4954.486816
	Iteration 3F: 3 clusters Score -2802368 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2803561.250000 Penalty: 4954.486816
	Iteration 4F: 3 clusters Score -2803561 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2804940.500000 Penalty: 4954.486816
	Iteration 5F: 3 clusters Score -2804940 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2806162.250000 Penalty: 4954.486816
	Iteration 6F: 3 clusters Score -2806162 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2806941.750000 Penalty: 4954.486816
	Iteration 7F: 3 clusters Score -2806942 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2807396.750000 Penalty: 4954.486816
	Iteration 8Q: 3 clusters Score -2807397 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2807663.250000 Penalty: 4954.486816
	Iteration 9Q: 3 clusters Score -2807663 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2807846.000000 Penalty: 4954.486816
	Iteration 10Q: 3 clusters Score -2807846 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2807978.500000 Penalty: 4954.486816
	Iteration 11Q: 3 clusters Score -2807978 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2808089.250000 Penalty: 4954.486816
	Iteration 12Q: 3 clusters Score -2808089 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2808224.250000 Penalty: 4954.486816
	Iteration 13Q: 3 clusters Score -2808224 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2808356.250000 Penalty: 4954.486816
	Iteration 14Q: 3 clusters Score -2808356 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2808523.000000 Penalty: 4954.486816
	Iteration 15Q: 3 clusters Score -2808523 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2808690.250000 Penalty: 4954.486816
	Iteration 16Q: 3 clusters Score -2808690 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2808874.750000 Penalty: 4954.486816
	Iteration 17Q: 3 clusters Score -2808875 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2809083.250000 Penalty: 4954.486816
	Iteration 18Q: 3 clusters Score -2809083 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2809281.000000 Penalty: 4954.486816
	Iteration 19Q: 3 clusters Score -2809281 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2809475.500000 Penalty: 4954.486816
	Iteration 20F: 3 clusters Score -2809476 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2809670.250000 Penalty: 4954.486816
	Iteration 21Q: 3 clusters Score -2809670 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2809851.750000 Penalty: 4954.486816
	Iteration 22Q: 3 clusters Score -2809852 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2809986.500000 Penalty: 4954.486816
	Iteration 23Q: 3 clusters Score -2809986 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2810073.750000 Penalty: 4954.486816
	Iteration 24Q: 3 clusters Score -2810074 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2810136.500000 Penalty: 4954.486816
	Iteration 25Q: 3 clusters Score -2810136 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2810189.000000 Penalty: 4954.486816
	Iteration 26Q: 3 clusters Score -2810189 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2810213.500000 Penalty: 4954.486816
	Iteration 27Q: 3 clusters Score -2810214 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2810237.000000 Penalty: 4954.486816
	Iteration 28Q: 3 clusters Score -2810237 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2810253.750000 Penalty: 4954.486816
	Iteration 29Q: 3 clusters Score -2810254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2810262.250000 Penalty: 4954.486816
	Iteration 30Q: 3 clusters Score -2810262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2810273.000000 Penalty: 4954.486816
	Iteration 31Q: 3 clusters Score -2810273 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2810283.500000 Penalty: 4954.486816
	Iteration 32Q: 3 clusters Score -2810284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2810293.250000 Penalty: 4954.486816
	Iteration 33Q: 3 clusters Score -2810293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2810296.250000 Penalty: 4954.486816
	Iteration 34Q: 3 clusters Score -2810296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2810298.500000 Penalty: 4954.486816
	Iteration 35Q: 3 clusters Score -2810298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2810297.250000 Penalty: 4954.486816
	Iteration 36Q: 3 clusters Score -2810297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2810302.250000 Penalty: 4954.486816
	Iteration 37Q: 3 clusters Score -2810302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2810304.750000 Penalty: 4954.486816
	Iteration 38Q: 3 clusters Score -2810305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2810303.250000 Penalty: 4954.486816
	Iteration 39Q: 3 clusters Score -2810303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2810308.750000 Penalty: 4954.486816
	Iteration 40F: 3 clusters Score -2810309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2810305.500000 Penalty: 4954.486816
	Iteration 41Q: 3 clusters Score -2810306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2810307.000000 Penalty: 4954.486816
	Iteration 42Q: 3 clusters Score -2810307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2810311.500000 Penalty: 4954.486816
	Iteration 43Q: 3 clusters Score -2810312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2810303.750000 Penalty: 4954.486816
	Iteration 44Q: 3 clusters Score -2810304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2810306.250000 Penalty: 4954.486816
	Iteration 45Q: 3 clusters Score -2810306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2810308.250000 Penalty: 4954.486816
	Iteration 46Q: 3 clusters Score -2810308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2810309.500000 Penalty: 4954.486816
	Iteration 47Q: 3 clusters Score -2810310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2810308.500000 Penalty: 4954.486816
	Iteration 48Q: 3 clusters Score -2810308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2810309.750000 Penalty: 4954.486816
	Iteration 49Q: 3 clusters Score -2810310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2810317.000000 Penalty: 4954.486816
	Iteration 50Q: 3 clusters Score -2810317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2810315.500000 Penalty: 4954.486816
	Iteration 51Q: 3 clusters Score -2810316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2810318.000000 Penalty: 4954.486816
	Iteration 52Q: 3 clusters Score -2810318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2810316.750000 Penalty: 4954.486816
	Iteration 53Q: 3 clusters Score -2810317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2810314.750000 Penalty: 4954.486816
	Iteration 54Q: 3 clusters Score -2810315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2810315.000000 Penalty: 4954.486816
	Iteration 55Q: 3 clusters Score -2810315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2810315.500000 Penalty: 4954.486816
	Iteration 56Q: 3 clusters Score -2810316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2810315.250000 Penalty: 4954.486816
	Iteration 57Q: 3 clusters Score -2810315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2810316.500000 Penalty: 4954.486816
	Iteration 58Q: 3 clusters Score -2810316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2810316.500000 Penalty: 4954.486816
	Iteration 59F: 3 clusters Score -2810316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (131955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131955 members 
Entering Unmasked Estep 
Score: -17346494.000000 Penalty: 2923.973633
	Iteration 0F: 2 clusters Score -1.734649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65803 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -17257796.000000 Penalty: 5847.947266
	Iteration 0F: 3 clusters Score -1.72578e+07 nChanged 62999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 67179 members 
Entering Unmasked Estep 
Score: -17294680.000000 Penalty: 5847.947266
	Iteration 1F: 3 clusters Score -1.729468e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -17295762.000000 Penalty: 5847.947266
	Iteration 2Q: 3 clusters Score -1.729576e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 67894 members 
Entering Unmasked Estep 
Score: -17297078.000000 Penalty: 5847.947266
	Iteration 3Q: 3 clusters Score -1.729708e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -17298580.000000 Penalty: 5847.947266
	Iteration 4Q: 3 clusters Score -1.729858e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 69454 members 
Entering Unmasked Estep 
Score: -17300588.000000 Penalty: 5847.947266
	Iteration 5Q: 3 clusters Score -1.730059e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 70770 members 
Entering Unmasked Estep 
Score: -17303270.000000 Penalty: 5847.947266
	Iteration 6Q: 3 clusters Score -1.730327e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 72473 members 
Entering Unmasked Estep 
Score: -17306090.000000 Penalty: 5847.947266
	Iteration 7Q: 3 clusters Score -1.730609e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 74471 members 
Entering Unmasked Estep 
Score: -17308746.000000 Penalty: 5847.947266
	Iteration 8Q: 3 clusters Score -1.730875e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 76748 members 
Entering Unmasked Estep 
Score: -17311002.000000 Penalty: 5847.947266
	Iteration 9Q: 3 clusters Score -1.7311e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 79524 members 
Entering Unmasked Estep 
Score: -17312972.000000 Penalty: 5847.947266
	Iteration 10Q: 3 clusters Score -1.731297e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 82884 members 
Entering Unmasked Estep 
Score: -17314578.000000 Penalty: 5847.947266
	Iteration 11Q: 3 clusters Score -1.731458e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 87019 members 
Entering Unmasked Estep 
Score: -17316562.000000 Penalty: 5847.947266
	Iteration 12Q: 3 clusters Score -1.731656e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 91990 members 
Entering Unmasked Estep 
Score: -17318962.000000 Penalty: 5847.947266
	Iteration 13Q: 3 clusters Score -1.731896e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 97810 members 
Entering Unmasked Estep 
Score: -17321872.000000 Penalty: 5847.947266
	Iteration 14Q: 3 clusters Score -1.732187e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 104397 members 
Entering Unmasked Estep 
Score: -17325478.000000 Penalty: 5847.947266
	Iteration 15F: 3 clusters Score -1.732548e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 111313 members 
Entering Unmasked Estep 
Score: -17329882.000000 Penalty: 5847.947266
	Iteration 16F: 3 clusters Score -1.732988e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 117822 members 
Entering Unmasked Estep 
Score: -17334218.000000 Penalty: 5847.947266
	Iteration 17Q: 3 clusters Score -1.733422e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 123078 members 
Entering Unmasked Estep 
Score: -17337928.000000 Penalty: 5847.947266
	Iteration 18Q: 3 clusters Score -1.733793e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 126762 members 
Entering Unmasked Estep 
Score: -17340466.000000 Penalty: 5847.947266
	Iteration 19Q: 3 clusters Score -1.734047e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 128969 members 
Entering Unmasked Estep 
Score: -17342064.000000 Penalty: 5847.947266
	Iteration 20F: 3 clusters Score -1.734206e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 130169 members 
Entering Unmasked Estep 
Score: -17342976.000000 Penalty: 5847.947266
	Iteration 21Q: 3 clusters Score -1.734298e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 130799 members 
Entering Unmasked Estep 
Score: -17343488.000000 Penalty: 5847.947266
	Iteration 22Q: 3 clusters Score -1.734349e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 131102 members 
Entering Unmasked Estep 
Score: -17343772.000000 Penalty: 5847.947266
	Iteration 23Q: 3 clusters Score -1.734377e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 131253 members 
Entering Unmasked Estep 
Score: -17343892.000000 Penalty: 5847.947266
	Iteration 24Q: 3 clusters Score -1.734389e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 131345 members 
Entering Unmasked Estep 
Score: -17343994.000000 Penalty: 5847.947266
	Iteration 25Q: 3 clusters Score -1.734399e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 131394 members 
Entering Unmasked Estep 
Score: -17344094.000000 Penalty: 5847.947266
	Iteration 26Q: 3 clusters Score -1.734409e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 131419 members 
Entering Unmasked Estep 
Score: -17344128.000000 Penalty: 5847.947266
	Iteration 27Q: 3 clusters Score -1.734413e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 131435 members 
Entering Unmasked Estep 
Score: -17344194.000000 Penalty: 5847.947266
	Iteration 28Q: 3 clusters Score -1.734419e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 131449 members 
Entering Unmasked Estep 
Score: -17344242.000000 Penalty: 5847.947266
	Iteration 29Q: 3 clusters Score -1.734424e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 131456 members 
Entering Unmasked Estep 
Score: -17344282.000000 Penalty: 5847.947266
	Iteration 30Q: 3 clusters Score -1.734428e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 131458 members 
Entering Unmasked Estep 
Score: -17344306.000000 Penalty: 5847.947266
	Iteration 31Q: 3 clusters Score -1.734431e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 131464 members 
Entering Unmasked Estep 
Score: -17344360.000000 Penalty: 5847.947266
	Iteration 32Q: 3 clusters Score -1.734436e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 131468 members 
Entering Unmasked Estep 
Score: -17344420.000000 Penalty: 5847.947266
	Iteration 33Q: 3 clusters Score -1.734442e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 131472 members 
Entering Unmasked Estep 
Score: -17344454.000000 Penalty: 5847.947266
	Iteration 34Q: 3 clusters Score -1.734445e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 131462 members 
Entering Unmasked Estep 
Score: -17344518.000000 Penalty: 5847.947266
	Iteration 35Q: 3 clusters Score -1.734452e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 131462 members 
Entering Unmasked Estep 
Score: -17344572.000000 Penalty: 5847.947266
	Iteration 36Q: 3 clusters Score -1.734457e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 131460 members 
Entering Unmasked Estep 
Score: -17344630.000000 Penalty: 5847.947266
	Iteration 37Q: 3 clusters Score -1.734463e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 131455 members 
Entering Unmasked Estep 
Score: -17344670.000000 Penalty: 5847.947266
	Iteration 38Q: 3 clusters Score -1.734467e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 131452 members 
Entering Unmasked Estep 
Score: -17344712.000000 Penalty: 5847.947266
	Iteration 39Q: 3 clusters Score -1.734471e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 131437 members 
Entering Unmasked Estep 
Score: -17344820.000000 Penalty: 5847.947266
	Iteration 40F: 3 clusters Score -1.734482e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 131379 members 
Entering Unmasked Estep 
Score: -17344908.000000 Penalty: 5847.947266
	Iteration 41Q: 3 clusters Score -1.734491e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 131342 members 
Entering Unmasked Estep 
Score: -17345012.000000 Penalty: 5847.947266
	Iteration 42Q: 3 clusters Score -1.734501e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 131296 members 
Entering Unmasked Estep 
Score: -17345132.000000 Penalty: 5847.947266
	Iteration 43Q: 3 clusters Score -1.734513e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 131242 members 
Entering Unmasked Estep 
Score: -17345218.000000 Penalty: 5847.947266
	Iteration 44Q: 3 clusters Score -1.734522e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 131169 members 
Entering Unmasked Estep 
Score: -17345348.000000 Penalty: 5847.947266
	Iteration 45Q: 3 clusters Score -1.734535e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 131113 members 
Entering Unmasked Estep 
Score: -17345414.000000 Penalty: 5847.947266
	Iteration 46Q: 3 clusters Score -1.734541e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 131080 members 
Entering Unmasked Estep 
Score: -17345480.000000 Penalty: 5847.947266
	Iteration 47Q: 3 clusters Score -1.734548e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 131047 members 
Entering Unmasked Estep 
Score: -17345502.000000 Penalty: 5847.947266
	Iteration 48Q: 3 clusters Score -1.73455e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 131015 members 
Entering Unmasked Estep 
Score: -17345520.000000 Penalty: 5847.947266
	Iteration 49Q: 3 clusters Score -1.734552e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 130990 members 
Entering Unmasked Estep 
Score: -17345530.000000 Penalty: 5847.947266
	Iteration 50Q: 3 clusters Score -1.734553e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 130971 members 
Entering Unmasked Estep 
Score: -17345528.000000 Penalty: 5847.947266
	Iteration 51Q: 3 clusters Score -1.734553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 130959 members 
Entering Unmasked Estep 
Score: -17345540.000000 Penalty: 5847.947266
	Iteration 52Q: 3 clusters Score -1.734554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 130941 members 
Entering Unmasked Estep 
Score: -17345558.000000 Penalty: 5847.947266
	Iteration 53Q: 3 clusters Score -1.734556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 130925 members 
Entering Unmasked Estep 
Score: -17345550.000000 Penalty: 5847.947266
	Iteration 54Q: 3 clusters Score -1.734555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 130921 members 
Entering Unmasked Estep 
Score: -17345562.000000 Penalty: 5847.947266
	Iteration 55Q: 3 clusters Score -1.734556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 130914 members 
Entering Unmasked Estep 
Score: -17345574.000000 Penalty: 5847.947266
	Iteration 56Q: 3 clusters Score -1.734557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 130907 members 
Entering Unmasked Estep 
Score: -17345578.000000 Penalty: 5847.947266
	Iteration 57Q: 3 clusters Score -1.734558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 130904 members 
Entering Unmasked Estep 
Score: -17345578.000000 Penalty: 5847.947266
	Iteration 58Q: 3 clusters Score -1.734558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 130900 members 
Entering Unmasked Estep 
Score: -17345586.000000 Penalty: 5847.947266
	Iteration 59Q: 3 clusters Score -1.734559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 130899 members 
Entering Unmasked Estep 
Score: -17345682.000000 Penalty: 5847.947266
	Iteration 60F: 3 clusters Score -1.734568e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 130790 members 
Entering Unmasked Estep 
Score: -17345748.000000 Penalty: 5847.947266
	Iteration 61Q: 3 clusters Score -1.734575e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 130677 members 
Entering Unmasked Estep 
Score: -17345860.000000 Penalty: 5847.947266
	Iteration 62Q: 3 clusters Score -1.734586e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 130600 members 
Entering Unmasked Estep 
Score: -17345928.000000 Penalty: 5847.947266
	Iteration 63Q: 3 clusters Score -1.734593e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 130540 members 
Entering Unmasked Estep 
Score: -17345972.000000 Penalty: 5847.947266
	Iteration 64Q: 3 clusters Score -1.734597e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 130491 members 
Entering Unmasked Estep 
Score: -17346010.000000 Penalty: 5847.947266
	Iteration 65Q: 3 clusters Score -1.734601e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 130463 members 
Entering Unmasked Estep 
Score: -17346018.000000 Penalty: 5847.947266
	Iteration 66Q: 3 clusters Score -1.734602e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 130440 members 
Entering Unmasked Estep 
Score: -17346058.000000 Penalty: 5847.947266
	Iteration 67Q: 3 clusters Score -1.734606e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 130415 members 
Entering Unmasked Estep 
Score: -17346070.000000 Penalty: 5847.947266
	Iteration 68Q: 3 clusters Score -1.734607e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 130382 members 
Entering Unmasked Estep 
Score: -17346064.000000 Penalty: 5847.947266
	Iteration 69Q: 3 clusters Score -1.734606e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 130352 members 
Entering Unmasked Estep 
Score: -17346092.000000 Penalty: 5847.947266
	Iteration 70Q: 3 clusters Score -1.734609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 130333 members 
Entering Unmasked Estep 
Score: -17346092.000000 Penalty: 5847.947266
	Iteration 71Q: 3 clusters Score -1.734609e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 130312 members 
Entering Unmasked Estep 
Score: -17346088.000000 Penalty: 5847.947266
	Iteration 72Q: 3 clusters Score -1.734609e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 130294 members 
Entering Unmasked Estep 
Score: -17346088.000000 Penalty: 5847.947266
	Iteration 73Q: 3 clusters Score -1.734609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 130280 members 
Entering Unmasked Estep 
Score: -17346084.000000 Penalty: 5847.947266
	Iteration 74Q: 3 clusters Score -1.734608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 130270 members 
Entering Unmasked Estep 
Score: -17346074.000000 Penalty: 5847.947266
	Iteration 75Q: 3 clusters Score -1.734607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 130265 members 
Entering Unmasked Estep 
Score: -17346078.000000 Penalty: 5847.947266
	Iteration 76Q: 3 clusters Score -1.734608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 130257 members 
Entering Unmasked Estep 
Score: -17346086.000000 Penalty: 5847.947266
	Iteration 77Q: 3 clusters Score -1.734609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 130248 members 
Entering Unmasked Estep 
Score: -17346094.000000 Penalty: 5847.947266
	Iteration 78Q: 3 clusters Score -1.734609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 130240 members 
Entering Unmasked Estep 
Score: -17346088.000000 Penalty: 5847.947266
	Iteration 79Q: 3 clusters Score -1.734609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 130235 members 
Entering Unmasked Estep 
Score: -17346094.000000 Penalty: 5847.947266
	Iteration 80F: 3 clusters Score -1.734609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 130227 members 
Entering Unmasked Estep 
Score: -17346096.000000 Penalty: 5847.947266
	Iteration 81Q: 3 clusters Score -1.73461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 130222 members 
Entering Unmasked Estep 
Score: -17346092.000000 Penalty: 5847.947266
	Iteration 82Q: 3 clusters Score -1.734609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 130216 members 
Entering Unmasked Estep 
Score: -17346100.000000 Penalty: 5847.947266
	Iteration 83Q: 3 clusters Score -1.73461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 130212 members 
Entering Unmasked Estep 
Score: -17346100.000000 Penalty: 5847.947266
	Iteration 84Q: 3 clusters Score -1.73461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 130212 members 
Entering Unmasked Estep 
Score: -17346104.000000 Penalty: 5847.947266
	Iteration 85Q: 3 clusters Score -1.73461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 130210 members 
Entering Unmasked Estep 
Score: -17346090.000000 Penalty: 5847.947266
	Iteration 86Q: 3 clusters Score -1.734609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 130209 members 
Entering Unmasked Estep 
Score: -17346092.000000 Penalty: 5847.947266
	Iteration 87Q: 3 clusters Score -1.734609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 130207 members 
Entering Unmasked Estep 
Score: -17346096.000000 Penalty: 5847.947266
	Iteration 88Q: 3 clusters Score -1.73461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 130204 members 
Entering Unmasked Estep 
Score: -17346098.000000 Penalty: 5847.947266
	Iteration 89Q: 3 clusters Score -1.73461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 130203 members 
Entering Unmasked Estep 
Score: -17346100.000000 Penalty: 5847.947266
	Iteration 90Q: 3 clusters Score -1.73461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 130202 members 
Entering Unmasked Estep 
Score: -17346102.000000 Penalty: 5847.947266
	Iteration 91Q: 3 clusters Score -1.73461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 130201 members 
Entering Unmasked Estep 
Score: -17346088.000000 Penalty: 5847.947266
	Iteration 92Q: 3 clusters Score -1.734609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 130201 members 
Entering Unmasked Estep 
Score: -17346088.000000 Penalty: 5847.947266
	Iteration 93F: 3 clusters Score -1.734609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Entering Unmasked Estep 
Score: -206867.406250 Penalty: 1865.421021
	Iteration 0F: 2 clusters Score -206867.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -204630.671875 Penalty: 3730.842041
	Iteration 0F: 3 clusters Score -204630.7 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -206391.750000 Penalty: 3730.842041
	Iteration 1F: 3 clusters Score -206391.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -207585.656250 Penalty: 3730.842041
	Iteration 2F: 3 clusters Score -207585.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -208427.437500 Penalty: 3730.842041
	Iteration 3F: 3 clusters Score -208427.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -209443.500000 Penalty: 3730.842041
	Iteration 4F: 3 clusters Score -209443.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -209594.796875 Penalty: 3730.842041
	Iteration 5Q: 3 clusters Score -209594.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -209734.687500 Penalty: 3730.842041
	Iteration 6Q: 3 clusters Score -209734.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -209777.265625 Penalty: 3730.842041
	Iteration 7Q: 3 clusters Score -209777.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -209794.687500 Penalty: 3730.842041
	Iteration 8Q: 3 clusters Score -209794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -209806.843750 Penalty: 3730.842041
	Iteration 9Q: 3 clusters Score -209806.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -209813.359375 Penalty: 3730.842041
	Iteration 10Q: 3 clusters Score -209813.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -209825.156250 Penalty: 3730.842041
	Iteration 11Q: 3 clusters Score -209825.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -209834.843750 Penalty: 3730.842041
	Iteration 12Q: 3 clusters Score -209834.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -209841.359375 Penalty: 3730.842041
	Iteration 13Q: 3 clusters Score -209841.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -209861.625000 Penalty: 3730.842041
	Iteration 14Q: 3 clusters Score -209861.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -209897.890625 Penalty: 3730.842041
	Iteration 15Q: 3 clusters Score -209897.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -209929.015625 Penalty: 3730.842041
	Iteration 16Q: 3 clusters Score -209929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -209954.343750 Penalty: 3730.842041
	Iteration 17Q: 3 clusters Score -209954.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -209976.562500 Penalty: 3730.842041
	Iteration 18Q: 3 clusters Score -209976.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -210002.031250 Penalty: 3730.842041
	Iteration 19Q: 3 clusters Score -210002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -210059.296875 Penalty: 3730.842041
	Iteration 20F: 3 clusters Score -210059.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -210124.500000 Penalty: 3730.842041
	Iteration 21Q: 3 clusters Score -210124.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -210229.734375 Penalty: 3730.842041
	Iteration 22Q: 3 clusters Score -210229.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -210272.421875 Penalty: 3730.842041
	Iteration 23Q: 3 clusters Score -210272.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -210335.203125 Penalty: 3730.842041
	Iteration 24Q: 3 clusters Score -210335.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -210509.156250 Penalty: 3730.842041
	Iteration 25Q: 3 clusters Score -210509.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -210664.328125 Penalty: 3730.842041
	Iteration 26Q: 3 clusters Score -210664.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -210684.296875 Penalty: 3730.842041
	Iteration 27Q: 3 clusters Score -210684.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -210695.078125 Penalty: 3730.842041
	Iteration 28Q: 3 clusters Score -210695.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -210702.078125 Penalty: 3730.842041
	Iteration 29Q: 3 clusters Score -210702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -210704.828125 Penalty: 3730.842041
	Iteration 30Q: 3 clusters Score -210704.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -210711.734375 Penalty: 3730.842041
	Iteration 31Q: 3 clusters Score -210711.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -210714.406250 Penalty: 3730.842041
	Iteration 32Q: 3 clusters Score -210714.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -210717.046875 Penalty: 3730.842041
	Iteration 33Q: 3 clusters Score -210717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -210717.671875 Penalty: 3730.842041
	Iteration 34Q: 3 clusters Score -210717.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -210718.140625 Penalty: 3730.842041
	Iteration 35Q: 3 clusters Score -210718.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -210719.484375 Penalty: 3730.842041
	Iteration 36Q: 3 clusters Score -210719.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -210719.984375 Penalty: 3730.842041
	Iteration 37Q: 3 clusters Score -210720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -210720.609375 Penalty: 3730.842041
	Iteration 38Q: 3 clusters Score -210720.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -210720.609375 Penalty: 3730.842041
	Iteration 39F: 3 clusters Score -210720.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 27644 members 
Mstep: Class 3 contains 135185 members 
Mstep: Class 4 contains 3170 members 
Mstep: Class 5 contains 21783 members 
Mstep: Class 6 contains 131955 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 38739 members 
Mstep: Class 9 contains 14386 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 11 contains 9270 members 
Mstep: Class 12 contains 10876 members 
Mstep: Class 13 contains 50758 members 
Mstep: Class 14 contains 3949 members 
Mstep: Class 15 contains 19877 members 
Mstep: Class 16 contains 3768 members 
Mstep: Class 17 contains 9967 members 
Mstep: Class 18 contains 30567 members 
Mstep: Class 19 contains 2256 members 
Mstep: Class 20 contains 9710 members 
Mstep: Class 21 contains 4788 members 
Mstep: Class 22 contains 12186 members 
Mstep: Class 23 contains 791 members 
Entering Unmasked Estep 
Score: -73788176.000000 Penalty: 75690.859375
Splitting cluster 7 changes total score from -73760712.000000 to -73788176.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (14386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Entering Unmasked Estep 
Score: -1744586.750000 Penalty: 2374.354736
	Iteration 0F: 2 clusters Score -1744587 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 7221 members 
Entering Unmasked Estep 
Score: -1734166.125000 Penalty: 4748.709473
	Iteration 0F: 3 clusters Score -1734166 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1739389.875000 Penalty: 4748.709473
	Iteration 1F: 3 clusters Score -1739390 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1742075.750000 Penalty: 4748.709473
	Iteration 2F: 3 clusters Score -1742076 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1744174.500000 Penalty: 4748.709473
	Iteration 3F: 3 clusters Score -1744174 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1745646.625000 Penalty: 4748.709473
	Iteration 4F: 3 clusters Score -1745647 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1746725.625000 Penalty: 4748.709473
	Iteration 5F: 3 clusters Score -1746726 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1747597.750000 Penalty: 4748.709473
	Iteration 6F: 3 clusters Score -1747598 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1748368.500000 Penalty: 4748.709473
	Iteration 7Q: 3 clusters Score -1748368 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1749133.250000 Penalty: 4748.709473
	Iteration 8Q: 3 clusters Score -1749133 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1749733.375000 Penalty: 4748.709473
	Iteration 9Q: 3 clusters Score -1749733 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1750129.750000 Penalty: 4748.709473
	Iteration 10Q: 3 clusters Score -1750130 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1750477.375000 Penalty: 4748.709473
	Iteration 11Q: 3 clusters Score -1750477 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1750797.750000 Penalty: 4748.709473
	Iteration 12Q: 3 clusters Score -1750798 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1750940.625000 Penalty: 4748.709473
	Iteration 13Q: 3 clusters Score -1750941 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1751007.000000 Penalty: 4748.709473
	Iteration 14Q: 3 clusters Score -1751007 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1751024.000000 Penalty: 4748.709473
	Iteration 15Q: 3 clusters Score -1751024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1751028.750000 Penalty: 4748.709473
	Iteration 16Q: 3 clusters Score -1751029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1751034.500000 Penalty: 4748.709473
	Iteration 17Q: 3 clusters Score -1751034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1751039.625000 Penalty: 4748.709473
	Iteration 18Q: 3 clusters Score -1751040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1751041.250000 Penalty: 4748.709473
	Iteration 19Q: 3 clusters Score -1751041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1751046.750000 Penalty: 4748.709473
	Iteration 20F: 3 clusters Score -1751047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1751052.250000 Penalty: 4748.709473
	Iteration 21Q: 3 clusters Score -1751052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1751058.375000 Penalty: 4748.709473
	Iteration 22Q: 3 clusters Score -1751058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1751063.625000 Penalty: 4748.709473
	Iteration 23Q: 3 clusters Score -1751064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1751065.375000 Penalty: 4748.709473
	Iteration 24Q: 3 clusters Score -1751065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1751065.375000 Penalty: 4748.709473
	Iteration 25F: 3 clusters Score -1751065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 27644 members 
Mstep: Class 3 contains 135185 members 
Mstep: Class 4 contains 3170 members 
Mstep: Class 5 contains 21783 members 
Mstep: Class 6 contains 131955 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 38739 members 
Mstep: Class 9 contains 12798 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 11 contains 9270 members 
Mstep: Class 12 contains 10876 members 
Mstep: Class 13 contains 50758 members 
Mstep: Class 14 contains 3949 members 
Mstep: Class 15 contains 19877 members 
Mstep: Class 16 contains 3768 members 
Mstep: Class 17 contains 9967 members 
Mstep: Class 18 contains 30567 members 
Mstep: Class 19 contains 2256 members 
Mstep: Class 20 contains 9710 members 
Mstep: Class 21 contains 4788 members 
Mstep: Class 22 contains 12186 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1588 members 
Entering Unmasked Estep 
Score: -73793408.000000 Penalty: 78981.765625
Splitting cluster 9 changes total score from -73760712.000000 to -73793408.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (16422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Entering Unmasked Estep 
Score: -2126134.500000 Penalty: 2407.181396
	Iteration 0F: 2 clusters Score -2126134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2114396.750000 Penalty: 4814.362793
	Iteration 0F: 3 clusters Score -2114397 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2118380.000000 Penalty: 4814.362793
	Iteration 1F: 3 clusters Score -2118380 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2119024.000000 Penalty: 4814.362793
	Iteration 2F: 3 clusters Score -2119024 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2119720.750000 Penalty: 4814.362793
	Iteration 3F: 3 clusters Score -2119721 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2120464.750000 Penalty: 4814.362793
	Iteration 4F: 3 clusters Score -2120465 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2121124.500000 Penalty: 4814.362793
	Iteration 5F: 3 clusters Score -2121124 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2121604.500000 Penalty: 4814.362793
	Iteration 6F: 3 clusters Score -2121604 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2121995.750000 Penalty: 4814.362793
	Iteration 7Q: 3 clusters Score -2121996 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2122362.500000 Penalty: 4814.362793
	Iteration 8Q: 3 clusters Score -2122362 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2122743.500000 Penalty: 4814.362793
	Iteration 9Q: 3 clusters Score -2122744 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2123180.000000 Penalty: 4814.362793
	Iteration 10Q: 3 clusters Score -2123180 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2123645.750000 Penalty: 4814.362793
	Iteration 11Q: 3 clusters Score -2123646 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2124100.750000 Penalty: 4814.362793
	Iteration 12Q: 3 clusters Score -2124101 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2124487.500000 Penalty: 4814.362793
	Iteration 13Q: 3 clusters Score -2124488 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2124819.000000 Penalty: 4814.362793
	Iteration 14Q: 3 clusters Score -2124819 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2124982.250000 Penalty: 4814.362793
	Iteration 15Q: 3 clusters Score -2124982 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2125040.250000 Penalty: 4814.362793
	Iteration 16Q: 3 clusters Score -2125040 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2125077.000000 Penalty: 4814.362793
	Iteration 17Q: 3 clusters Score -2125077 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2125088.250000 Penalty: 4814.362793
	Iteration 18Q: 3 clusters Score -2125088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2125098.750000 Penalty: 4814.362793
	Iteration 19Q: 3 clusters Score -2125099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2125112.500000 Penalty: 4814.362793
	Iteration 20F: 3 clusters Score -2125112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2125111.500000 Penalty: 4814.362793
	Iteration 21Q: 3 clusters Score -2125112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2125114.000000 Penalty: 4814.362793
	Iteration 22Q: 3 clusters Score -2125114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2125116.750000 Penalty: 4814.362793
	Iteration 23Q: 3 clusters Score -2125117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2125116.250000 Penalty: 4814.362793
	Iteration 24Q: 3 clusters Score -2125116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2125118.000000 Penalty: 4814.362793
	Iteration 25Q: 3 clusters Score -2125118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2125119.500000 Penalty: 4814.362793
	Iteration 26Q: 3 clusters Score -2125120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2125121.000000 Penalty: 4814.362793
	Iteration 27Q: 3 clusters Score -2125121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2125120.250000 Penalty: 4814.362793
	Iteration 28Q: 3 clusters Score -2125120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2125121.250000 Penalty: 4814.362793
	Iteration 29Q: 3 clusters Score -2125121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2125120.250000 Penalty: 4814.362793
	Iteration 30Q: 3 clusters Score -2125120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2125121.750000 Penalty: 4814.362793
	Iteration 31Q: 3 clusters Score -2125122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2125120.750000 Penalty: 4814.362793
	Iteration 32Q: 3 clusters Score -2125121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2125124.500000 Penalty: 4814.362793
	Iteration 33Q: 3 clusters Score -2125124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2125125.500000 Penalty: 4814.362793
	Iteration 34Q: 3 clusters Score -2125126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2125128.000000 Penalty: 4814.362793
	Iteration 35Q: 3 clusters Score -2125128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2125125.000000 Penalty: 4814.362793
	Iteration 36Q: 3 clusters Score -2125125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2125124.500000 Penalty: 4814.362793
	Iteration 37Q: 3 clusters Score -2125124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2125124.500000 Penalty: 4814.362793
	Iteration 38F: 3 clusters Score -2125124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Entering Unmasked Estep 
Score: -1230412.375000 Penalty: 2265.365479
	Iteration 0F: 2 clusters Score -1230412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1223247.375000 Penalty: 4530.730957
	Iteration 0F: 3 clusters Score -1223247 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1225218.125000 Penalty: 4530.730957
	Iteration 1F: 3 clusters Score -1225218 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1225498.250000 Penalty: 4530.730957
	Iteration 2F: 3 clusters Score -1225498 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1225715.500000 Penalty: 4530.730957
	Iteration 3F: 3 clusters Score -1225716 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1225843.875000 Penalty: 4530.730957
	Iteration 4Q: 3 clusters Score -1225844 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1225925.250000 Penalty: 4530.730957
	Iteration 5Q: 3 clusters Score -1225925 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1225982.250000 Penalty: 4530.730957
	Iteration 6Q: 3 clusters Score -1225982 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1226031.000000 Penalty: 4530.730957
	Iteration 7Q: 3 clusters Score -1226031 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1226070.125000 Penalty: 4530.730957
	Iteration 8Q: 3 clusters Score -1226070 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1226103.000000 Penalty: 4530.730957
	Iteration 9Q: 3 clusters Score -1226103 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1226135.500000 Penalty: 4530.730957
	Iteration 10Q: 3 clusters Score -1226136 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1226165.875000 Penalty: 4530.730957
	Iteration 11Q: 3 clusters Score -1226166 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1226206.375000 Penalty: 4530.730957
	Iteration 12Q: 3 clusters Score -1226206 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1226239.500000 Penalty: 4530.730957
	Iteration 13Q: 3 clusters Score -1226240 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1226265.500000 Penalty: 4530.730957
	Iteration 14Q: 3 clusters Score -1226266 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1226281.875000 Penalty: 4530.730957
	Iteration 15Q: 3 clusters Score -1226282 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1226299.500000 Penalty: 4530.730957
	Iteration 16Q: 3 clusters Score -1226300 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1226316.625000 Penalty: 4530.730957
	Iteration 17Q: 3 clusters Score -1226317 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1226335.500000 Penalty: 4530.730957
	Iteration 18Q: 3 clusters Score -1226336 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1226357.250000 Penalty: 4530.730957
	Iteration 19Q: 3 clusters Score -1226357 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1226386.125000 Penalty: 4530.730957
	Iteration 20F: 3 clusters Score -1226386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1226423.000000 Penalty: 4530.730957
	Iteration 21Q: 3 clusters Score -1226423 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1226455.625000 Penalty: 4530.730957
	Iteration 22Q: 3 clusters Score -1226456 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1226498.375000 Penalty: 4530.730957
	Iteration 23Q: 3 clusters Score -1226498 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1226548.250000 Penalty: 4530.730957
	Iteration 24Q: 3 clusters Score -1226548 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1226601.000000 Penalty: 4530.730957
	Iteration 25Q: 3 clusters Score -1226601 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1226673.500000 Penalty: 4530.730957
	Iteration 26Q: 3 clusters Score -1226674 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1226761.500000 Penalty: 4530.730957
	Iteration 27Q: 3 clusters Score -1226762 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1226874.625000 Penalty: 4530.730957
	Iteration 28Q: 3 clusters Score -1226875 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1226994.625000 Penalty: 4530.730957
	Iteration 29Q: 3 clusters Score -1226995 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1227106.875000 Penalty: 4530.730957
	Iteration 30Q: 3 clusters Score -1227107 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1227207.250000 Penalty: 4530.730957
	Iteration 31Q: 3 clusters Score -1227207 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1227306.375000 Penalty: 4530.730957
	Iteration 32Q: 3 clusters Score -1227306 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1227423.500000 Penalty: 4530.730957
	Iteration 33Q: 3 clusters Score -1227424 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1227537.375000 Penalty: 4530.730957
	Iteration 34Q: 3 clusters Score -1227537 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1227657.500000 Penalty: 4530.730957
	Iteration 35Q: 3 clusters Score -1227658 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1227767.750000 Penalty: 4530.730957
	Iteration 36Q: 3 clusters Score -1227768 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1227870.250000 Penalty: 4530.730957
	Iteration 37Q: 3 clusters Score -1227870 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1227952.000000 Penalty: 4530.730957
	Iteration 38Q: 3 clusters Score -1227952 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1228030.000000 Penalty: 4530.730957
	Iteration 39Q: 3 clusters Score -1228030 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1228105.500000 Penalty: 4530.730957
	Iteration 40F: 3 clusters Score -1228106 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1228172.375000 Penalty: 4530.730957
	Iteration 41Q: 3 clusters Score -1228172 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1228229.625000 Penalty: 4530.730957
	Iteration 42Q: 3 clusters Score -1228230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1228277.375000 Penalty: 4530.730957
	Iteration 43Q: 3 clusters Score -1228277 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1228312.875000 Penalty: 4530.730957
	Iteration 44Q: 3 clusters Score -1228313 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1228342.875000 Penalty: 4530.730957
	Iteration 45Q: 3 clusters Score -1228343 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1228372.000000 Penalty: 4530.730957
	Iteration 46Q: 3 clusters Score -1228372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1228392.750000 Penalty: 4530.730957
	Iteration 47Q: 3 clusters Score -1228393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1228399.875000 Penalty: 4530.730957
	Iteration 48Q: 3 clusters Score -1228400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1228407.000000 Penalty: 4530.730957
	Iteration 49Q: 3 clusters Score -1228407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1228419.625000 Penalty: 4530.730957
	Iteration 50Q: 3 clusters Score -1228420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1228428.500000 Penalty: 4530.730957
	Iteration 51Q: 3 clusters Score -1228428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1228436.125000 Penalty: 4530.730957
	Iteration 52Q: 3 clusters Score -1228436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1228444.250000 Penalty: 4530.730957
	Iteration 53Q: 3 clusters Score -1228444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1228447.500000 Penalty: 4530.730957
	Iteration 54Q: 3 clusters Score -1228448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1228453.500000 Penalty: 4530.730957
	Iteration 55Q: 3 clusters Score -1228454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1228456.875000 Penalty: 4530.730957
	Iteration 56Q: 3 clusters Score -1228457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1228458.250000 Penalty: 4530.730957
	Iteration 57Q: 3 clusters Score -1228458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1228458.375000 Penalty: 4530.730957
	Iteration 58Q: 3 clusters Score -1228458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1228457.750000 Penalty: 4530.730957
	Iteration 59Q: 3 clusters Score -1228458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1228461.250000 Penalty: 4530.730957
	Iteration 60F: 3 clusters Score -1228461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1228461.000000 Penalty: 4530.730957
	Iteration 61Q: 3 clusters Score -1228461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1228463.875000 Penalty: 4530.730957
	Iteration 62Q: 3 clusters Score -1228464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1228467.375000 Penalty: 4530.730957
	Iteration 63Q: 3 clusters Score -1228467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1228466.625000 Penalty: 4530.730957
	Iteration 64Q: 3 clusters Score -1228467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1228472.250000 Penalty: 4530.730957
	Iteration 65Q: 3 clusters Score -1228472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1228473.000000 Penalty: 4530.730957
	Iteration 66Q: 3 clusters Score -1228473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1228473.000000 Penalty: 4530.730957
	Iteration 67F: 3 clusters Score -1228473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Entering Unmasked Estep 
Score: -1318208.375000 Penalty: 2304.989746
	Iteration 0F: 2 clusters Score -1318208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1309995.875000 Penalty: 4609.979492
	Iteration 0F: 3 clusters Score -1309996 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1312794.750000 Penalty: 4609.979492
	Iteration 1F: 3 clusters Score -1312795 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1313645.750000 Penalty: 4609.979492
	Iteration 2F: 3 clusters Score -1313646 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1315250.250000 Penalty: 4609.979492
	Iteration 3F: 3 clusters Score -1315250 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1317581.250000 Penalty: 4609.979492
	Iteration 4F: 3 clusters Score -1317581 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1319184.000000 Penalty: 4609.979492
	Iteration 5F: 3 clusters Score -1319184 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1320183.750000 Penalty: 4609.979492
	Iteration 6F: 3 clusters Score -1320184 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1320937.625000 Penalty: 4609.979492
	Iteration 7F: 3 clusters Score -1320938 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1321629.875000 Penalty: 4609.979492
	Iteration 8Q: 3 clusters Score -1321630 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1322302.250000 Penalty: 4609.979492
	Iteration 9Q: 3 clusters Score -1322302 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1322988.375000 Penalty: 4609.979492
	Iteration 10Q: 3 clusters Score -1322988 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1323591.500000 Penalty: 4609.979492
	Iteration 11Q: 3 clusters Score -1323592 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1324047.125000 Penalty: 4609.979492
	Iteration 12Q: 3 clusters Score -1324047 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1324503.375000 Penalty: 4609.979492
	Iteration 13Q: 3 clusters Score -1324503 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1324704.125000 Penalty: 4609.979492
	Iteration 14Q: 3 clusters Score -1324704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1324749.500000 Penalty: 4609.979492
	Iteration 15Q: 3 clusters Score -1324750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1324760.750000 Penalty: 4609.979492
	Iteration 16Q: 3 clusters Score -1324761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1324768.750000 Penalty: 4609.979492
	Iteration 17Q: 3 clusters Score -1324769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1324770.875000 Penalty: 4609.979492
	Iteration 18Q: 3 clusters Score -1324771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1324769.625000 Penalty: 4609.979492
	Iteration 19Q: 3 clusters Score -1324770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1324770.625000 Penalty: 4609.979492
	Iteration 20F: 3 clusters Score -1324771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1324770.375000 Penalty: 4609.979492
	Iteration 21Q: 3 clusters Score -1324770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1324770.375000 Penalty: 4609.979492
	Iteration 22F: 3 clusters Score -1324770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 27644 members 
Mstep: Class 3 contains 135185 members 
Mstep: Class 4 contains 3170 members 
Mstep: Class 5 contains 21783 members 
Mstep: Class 6 contains 131955 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 38739 members 
Mstep: Class 9 contains 12798 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 11 contains 9270 members 
Mstep: Class 12 contains 2054 members 
Mstep: Class 13 contains 50758 members 
Mstep: Class 14 contains 3949 members 
Mstep: Class 15 contains 19877 members 
Mstep: Class 16 contains 3768 members 
Mstep: Class 17 contains 9967 members 
Mstep: Class 18 contains 30567 members 
Mstep: Class 19 contains 2256 members 
Mstep: Class 20 contains 9710 members 
Mstep: Class 21 contains 4788 members 
Mstep: Class 22 contains 12186 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1588 members 
Mstep: Class 25 contains 8822 members 
Entering Unmasked Estep 
Score: -73798952.000000 Penalty: 82272.671875
Splitting cluster 12 changes total score from -73760712.000000 to -73798952.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (50758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Entering Unmasked Estep 
Score: -6621342.000000 Penalty: 2687.036377
	Iteration 0F: 2 clusters Score -6621342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -6587101.000000 Penalty: 5374.072754
	Iteration 0F: 3 clusters Score -6587101 nChanged 23414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -6600394.500000 Penalty: 5374.072754
	Iteration 1F: 3 clusters Score -6600394 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -6601512.500000 Penalty: 5374.072754
	Iteration 2Q: 3 clusters Score -6601512 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -6603443.500000 Penalty: 5374.072754
	Iteration 3F: 3 clusters Score -6603444 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -6606351.500000 Penalty: 5374.072754
	Iteration 4F: 3 clusters Score -6606352 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -6609776.000000 Penalty: 5374.072754
	Iteration 5F: 3 clusters Score -6609776 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -6613192.000000 Penalty: 5374.072754
	Iteration 6F: 3 clusters Score -6613192 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -6616108.000000 Penalty: 5374.072754
	Iteration 7F: 3 clusters Score -6616108 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -6618240.000000 Penalty: 5374.072754
	Iteration 8Q: 3 clusters Score -6618240 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -6619459.000000 Penalty: 5374.072754
	Iteration 9Q: 3 clusters Score -6619459 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -6620117.500000 Penalty: 5374.072754
	Iteration 10Q: 3 clusters Score -6620118 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -6620470.000000 Penalty: 5374.072754
	Iteration 11Q: 3 clusters Score -6620470 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -6620725.500000 Penalty: 5374.072754
	Iteration 12Q: 3 clusters Score -6620726 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -6620971.500000 Penalty: 5374.072754
	Iteration 13Q: 3 clusters Score -6620972 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -6621132.500000 Penalty: 5374.072754
	Iteration 14Q: 3 clusters Score -6621132 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -6621304.500000 Penalty: 5374.072754
	Iteration 15Q: 3 clusters Score -6621304 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -6621544.000000 Penalty: 5374.072754
	Iteration 16Q: 3 clusters Score -6621544 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -6621868.000000 Penalty: 5374.072754
	Iteration 17Q: 3 clusters Score -6621868 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -6622008.500000 Penalty: 5374.072754
	Iteration 18Q: 3 clusters Score -6622008 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -6622045.500000 Penalty: 5374.072754
	Iteration 19Q: 3 clusters Score -6622046 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -6622065.500000 Penalty: 5374.072754
	Iteration 20F: 3 clusters Score -6622066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -6622064.000000 Penalty: 5374.072754
	Iteration 21Q: 3 clusters Score -6622064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -6622074.000000 Penalty: 5374.072754
	Iteration 22Q: 3 clusters Score -6622074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -6622082.500000 Penalty: 5374.072754
	Iteration 23Q: 3 clusters Score -6622082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -6622084.000000 Penalty: 5374.072754
	Iteration 24Q: 3 clusters Score -6622084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -6622090.500000 Penalty: 5374.072754
	Iteration 25Q: 3 clusters Score -6622090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -6622086.000000 Penalty: 5374.072754
	Iteration 26Q: 3 clusters Score -6622086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -6622085.500000 Penalty: 5374.072754
	Iteration 27Q: 3 clusters Score -6622086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -6622088.000000 Penalty: 5374.072754
	Iteration 28Q: 3 clusters Score -6622088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -6622084.500000 Penalty: 5374.072754
	Iteration 29Q: 3 clusters Score -6622084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -6622089.000000 Penalty: 5374.072754
	Iteration 30Q: 3 clusters Score -6622089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -6622092.000000 Penalty: 5374.072754
	Iteration 31Q: 3 clusters Score -6622092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -6622089.500000 Penalty: 5374.072754
	Iteration 32Q: 3 clusters Score -6622090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -6622090.000000 Penalty: 5374.072754
	Iteration 33Q: 3 clusters Score -6622090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -6622094.000000 Penalty: 5374.072754
	Iteration 34Q: 3 clusters Score -6622094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -6622085.000000 Penalty: 5374.072754
	Iteration 35Q: 3 clusters Score -6622085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -6622090.000000 Penalty: 5374.072754
	Iteration 36Q: 3 clusters Score -6622090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -6622090.000000 Penalty: 5374.072754
	Iteration 37F: 3 clusters Score -6622090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 27644 members 
Mstep: Class 3 contains 135185 members 
Mstep: Class 4 contains 3170 members 
Mstep: Class 5 contains 21783 members 
Mstep: Class 6 contains 131955 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 38739 members 
Mstep: Class 9 contains 12798 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 11 contains 9270 members 
Mstep: Class 12 contains 2054 members 
Mstep: Class 13 contains 46606 members 
Mstep: Class 14 contains 3949 members 
Mstep: Class 15 contains 19877 members 
Mstep: Class 16 contains 3768 members 
Mstep: Class 17 contains 9967 members 
Mstep: Class 18 contains 30567 members 
Mstep: Class 19 contains 2256 members 
Mstep: Class 20 contains 9710 members 
Mstep: Class 21 contains 4788 members 
Mstep: Class 22 contains 12186 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1588 members 
Mstep: Class 25 contains 8822 members 
Mstep: Class 26 contains 4152 members 
Entering Unmasked Estep 
Score: -73799088.000000 Penalty: 85563.578125
Splitting cluster 13 changes total score from -73760712.000000 to -73799088.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (3949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Entering Unmasked Estep 
Score: -476208.406250 Penalty: 2053.741943
	Iteration 0F: 2 clusters Score -476208.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -472360.625000 Penalty: 4107.483887
	Iteration 0F: 3 clusters Score -472360.6 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -473260.687500 Penalty: 4107.483887
	Iteration 1F: 3 clusters Score -473260.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -473508.968750 Penalty: 4107.483887
	Iteration 2F: 3 clusters Score -473509 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -473692.687500 Penalty: 4107.483887
	Iteration 3F: 3 clusters Score -473692.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -473903.812500 Penalty: 4107.483887
	Iteration 4F: 3 clusters Score -473903.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -474194.875000 Penalty: 4107.483887
	Iteration 5F: 3 clusters Score -474194.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -474541.000000 Penalty: 4107.483887
	Iteration 6F: 3 clusters Score -474541 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -474855.750000 Penalty: 4107.483887
	Iteration 7F: 3 clusters Score -474855.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -475156.187500 Penalty: 4107.483887
	Iteration 8F: 3 clusters Score -475156.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -475439.562500 Penalty: 4107.483887
	Iteration 9F: 3 clusters Score -475439.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -475743.343750 Penalty: 4107.483887
	Iteration 10Q: 3 clusters Score -475743.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -476054.500000 Penalty: 4107.483887
	Iteration 11Q: 3 clusters Score -476054.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -476282.656250 Penalty: 4107.483887
	Iteration 12Q: 3 clusters Score -476282.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -476415.906250 Penalty: 4107.483887
	Iteration 13Q: 3 clusters Score -476415.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -476477.687500 Penalty: 4107.483887
	Iteration 14Q: 3 clusters Score -476477.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -476493.562500 Penalty: 4107.483887
	Iteration 15Q: 3 clusters Score -476493.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -476495.875000 Penalty: 4107.483887
	Iteration 16Q: 3 clusters Score -476495.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -476496.687500 Penalty: 4107.483887
	Iteration 17Q: 3 clusters Score -476496.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -476496.843750 Penalty: 4107.483887
	Iteration 18Q: 3 clusters Score -476496.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -476496.843750 Penalty: 4107.483887
	Iteration 19F: 3 clusters Score -476496.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 27644 members 
Mstep: Class 3 contains 135185 members 
Mstep: Class 4 contains 3170 members 
Mstep: Class 5 contains 21783 members 
Mstep: Class 6 contains 131955 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 38739 members 
Mstep: Class 9 contains 12798 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 11 contains 9270 members 
Mstep: Class 12 contains 2054 members 
Mstep: Class 13 contains 46606 members 
Mstep: Class 14 contains 2737 members 
Mstep: Class 15 contains 19877 members 
Mstep: Class 16 contains 3768 members 
Mstep: Class 17 contains 9967 members 
Mstep: Class 18 contains 30567 members 
Mstep: Class 19 contains 2256 members 
Mstep: Class 20 contains 9710 members 
Mstep: Class 21 contains 4788 members 
Mstep: Class 22 contains 12186 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1588 members 
Mstep: Class 25 contains 8822 members 
Mstep: Class 26 contains 4152 members 
Mstep: Class 27 contains 1212 members 
Entering Unmasked Estep 
Score: -73798112.000000 Penalty: 88854.484375
Splitting cluster 14 changes total score from -73760712.000000 to -73798112.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (19877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Entering Unmasked Estep 
Score: -2561554.000000 Penalty: 2454.535156
	Iteration 0F: 2 clusters Score -2561554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2547618.000000 Penalty: 4909.070312
	Iteration 0F: 3 clusters Score -2547618 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2552289.500000 Penalty: 4909.070312
	Iteration 1F: 3 clusters Score -2552290 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2552730.500000 Penalty: 4909.070312
	Iteration 2F: 3 clusters Score -2552730 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2553276.250000 Penalty: 4909.070312
	Iteration 3Q: 3 clusters Score -2553276 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2553942.750000 Penalty: 4909.070312
	Iteration 4F: 3 clusters Score -2553943 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2554779.250000 Penalty: 4909.070312
	Iteration 5F: 3 clusters Score -2554779 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2555684.250000 Penalty: 4909.070312
	Iteration 6F: 3 clusters Score -2555684 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2556576.250000 Penalty: 4909.070312
	Iteration 7F: 3 clusters Score -2556576 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2557393.000000 Penalty: 4909.070312
	Iteration 8F: 3 clusters Score -2557393 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2558058.250000 Penalty: 4909.070312
	Iteration 9F: 3 clusters Score -2558058 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2558649.750000 Penalty: 4909.070312
	Iteration 10Q: 3 clusters Score -2558650 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2559165.500000 Penalty: 4909.070312
	Iteration 11Q: 3 clusters Score -2559166 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2559581.750000 Penalty: 4909.070312
	Iteration 12Q: 3 clusters Score -2559582 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2559943.500000 Penalty: 4909.070312
	Iteration 13Q: 3 clusters Score -2559944 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2560178.750000 Penalty: 4909.070312
	Iteration 14Q: 3 clusters Score -2560179 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2560368.750000 Penalty: 4909.070312
	Iteration 15Q: 3 clusters Score -2560369 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2560556.500000 Penalty: 4909.070312
	Iteration 16Q: 3 clusters Score -2560556 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2560725.000000 Penalty: 4909.070312
	Iteration 17Q: 3 clusters Score -2560725 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2560831.250000 Penalty: 4909.070312
	Iteration 18Q: 3 clusters Score -2560831 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2560907.750000 Penalty: 4909.070312
	Iteration 19Q: 3 clusters Score -2560908 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2560956.250000 Penalty: 4909.070312
	Iteration 20F: 3 clusters Score -2560956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2560996.750000 Penalty: 4909.070312
	Iteration 21Q: 3 clusters Score -2560997 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2561025.500000 Penalty: 4909.070312
	Iteration 22Q: 3 clusters Score -2561026 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2561064.500000 Penalty: 4909.070312
	Iteration 23Q: 3 clusters Score -2561064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2561100.250000 Penalty: 4909.070312
	Iteration 24Q: 3 clusters Score -2561100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2561121.250000 Penalty: 4909.070312
	Iteration 25Q: 3 clusters Score -2561121 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2561139.500000 Penalty: 4909.070312
	Iteration 26Q: 3 clusters Score -2561140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2561160.750000 Penalty: 4909.070312
	Iteration 27Q: 3 clusters Score -2561161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2561162.750000 Penalty: 4909.070312
	Iteration 28Q: 3 clusters Score -2561163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2561166.750000 Penalty: 4909.070312
	Iteration 29Q: 3 clusters Score -2561167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2561164.000000 Penalty: 4909.070312
	Iteration 30Q: 3 clusters Score -2561164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2561166.500000 Penalty: 4909.070312
	Iteration 31Q: 3 clusters Score -2561166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2561164.500000 Penalty: 4909.070312
	Iteration 32Q: 3 clusters Score -2561164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2561166.500000 Penalty: 4909.070312
	Iteration 33Q: 3 clusters Score -2561166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2561166.500000 Penalty: 4909.070312
	Iteration 34F: 3 clusters Score -2561166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Entering Unmasked Estep 
Score: -428397.656250 Penalty: 2042.106323
	Iteration 0F: 2 clusters Score -428397.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -424837.656250 Penalty: 4084.212646
	Iteration 0F: 3 clusters Score -424837.7 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -426706.531250 Penalty: 4084.212646
	Iteration 1F: 3 clusters Score -426706.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -427964.687500 Penalty: 4084.212646
	Iteration 2F: 3 clusters Score -427964.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -428849.625000 Penalty: 4084.212646
	Iteration 3F: 3 clusters Score -428849.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -429281.343750 Penalty: 4084.212646
	Iteration 4F: 3 clusters Score -429281.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -429477.843750 Penalty: 4084.212646
	Iteration 5Q: 3 clusters Score -429477.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -429599.218750 Penalty: 4084.212646
	Iteration 6Q: 3 clusters Score -429599.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -429664.937500 Penalty: 4084.212646
	Iteration 7Q: 3 clusters Score -429664.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -429698.312500 Penalty: 4084.212646
	Iteration 8Q: 3 clusters Score -429698.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -429719.656250 Penalty: 4084.212646
	Iteration 9Q: 3 clusters Score -429719.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -429729.375000 Penalty: 4084.212646
	Iteration 10Q: 3 clusters Score -429729.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -429734.250000 Penalty: 4084.212646
	Iteration 11Q: 3 clusters Score -429734.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -429735.718750 Penalty: 4084.212646
	Iteration 12Q: 3 clusters Score -429735.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -429735.718750 Penalty: 4084.212646
	Iteration 13F: 3 clusters Score -429735.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 27644 members 
Mstep: Class 3 contains 135185 members 
Mstep: Class 4 contains 3170 members 
Mstep: Class 5 contains 21783 members 
Mstep: Class 6 contains 131955 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 38739 members 
Mstep: Class 9 contains 12798 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 11 contains 9270 members 
Mstep: Class 12 contains 2054 members 
Mstep: Class 13 contains 46606 members 
Mstep: Class 14 contains 2737 members 
Mstep: Class 15 contains 19877 members 
Mstep: Class 16 contains 3033 members 
Mstep: Class 17 contains 9967 members 
Mstep: Class 18 contains 30567 members 
Mstep: Class 19 contains 2256 members 
Mstep: Class 20 contains 9710 members 
Mstep: Class 21 contains 4788 members 
Mstep: Class 22 contains 12186 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1588 members 
Mstep: Class 25 contains 8822 members 
Mstep: Class 26 contains 4152 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 735 members 
Entering Unmasked Estep 
Score: -73798232.000000 Penalty: 92145.390625
Splitting cluster 16 changes total score from -73760712.000000 to -73798232.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (9967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Entering Unmasked Estep 
Score: -1296047.125000 Penalty: 2283.344727
	Iteration 0F: 2 clusters Score -1296047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1288379.625000 Penalty: 4566.689453
	Iteration 0F: 3 clusters Score -1288380 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1290545.375000 Penalty: 4566.689453
	Iteration 1F: 3 clusters Score -1290545 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1290957.875000 Penalty: 4566.689453
	Iteration 2F: 3 clusters Score -1290958 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1291433.625000 Penalty: 4566.689453
	Iteration 3F: 3 clusters Score -1291434 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1291965.125000 Penalty: 4566.689453
	Iteration 4F: 3 clusters Score -1291965 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1292573.000000 Penalty: 4566.689453
	Iteration 5F: 3 clusters Score -1292573 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1293202.500000 Penalty: 4566.689453
	Iteration 6F: 3 clusters Score -1293202 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1293668.875000 Penalty: 4566.689453
	Iteration 7F: 3 clusters Score -1293669 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1293936.500000 Penalty: 4566.689453
	Iteration 8Q: 3 clusters Score -1293936 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1294114.250000 Penalty: 4566.689453
	Iteration 9Q: 3 clusters Score -1294114 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1294247.750000 Penalty: 4566.689453
	Iteration 10Q: 3 clusters Score -1294248 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1294341.500000 Penalty: 4566.689453
	Iteration 11Q: 3 clusters Score -1294342 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1294416.875000 Penalty: 4566.689453
	Iteration 12Q: 3 clusters Score -1294417 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1294477.375000 Penalty: 4566.689453
	Iteration 13Q: 3 clusters Score -1294477 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1294513.000000 Penalty: 4566.689453
	Iteration 14Q: 3 clusters Score -1294513 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1294538.250000 Penalty: 4566.689453
	Iteration 15Q: 3 clusters Score -1294538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1294552.750000 Penalty: 4566.689453
	Iteration 16Q: 3 clusters Score -1294553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1294566.000000 Penalty: 4566.689453
	Iteration 17Q: 3 clusters Score -1294566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1294581.500000 Penalty: 4566.689453
	Iteration 18Q: 3 clusters Score -1294582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1294592.875000 Penalty: 4566.689453
	Iteration 19Q: 3 clusters Score -1294593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1294606.250000 Penalty: 4566.689453
	Iteration 20F: 3 clusters Score -1294606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1294616.500000 Penalty: 4566.689453
	Iteration 21Q: 3 clusters Score -1294616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1294624.250000 Penalty: 4566.689453
	Iteration 22Q: 3 clusters Score -1294624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1294631.625000 Penalty: 4566.689453
	Iteration 23Q: 3 clusters Score -1294632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1294637.000000 Penalty: 4566.689453
	Iteration 24Q: 3 clusters Score -1294637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1294644.250000 Penalty: 4566.689453
	Iteration 25Q: 3 clusters Score -1294644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1294649.125000 Penalty: 4566.689453
	Iteration 26Q: 3 clusters Score -1294649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1294654.000000 Penalty: 4566.689453
	Iteration 27Q: 3 clusters Score -1294654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1294666.500000 Penalty: 4566.689453
	Iteration 28Q: 3 clusters Score -1294666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1294680.000000 Penalty: 4566.689453
	Iteration 29Q: 3 clusters Score -1294680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1294689.875000 Penalty: 4566.689453
	Iteration 30Q: 3 clusters Score -1294690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1294703.125000 Penalty: 4566.689453
	Iteration 31Q: 3 clusters Score -1294703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1294704.500000 Penalty: 4566.689453
	Iteration 32Q: 3 clusters Score -1294704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1294704.000000 Penalty: 4566.689453
	Iteration 33Q: 3 clusters Score -1294704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1294705.000000 Penalty: 4566.689453
	Iteration 34Q: 3 clusters Score -1294705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1294704.375000 Penalty: 4566.689453
	Iteration 35Q: 3 clusters Score -1294704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1294706.875000 Penalty: 4566.689453
	Iteration 36Q: 3 clusters Score -1294707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1294706.875000 Penalty: 4566.689453
	Iteration 37F: 3 clusters Score -1294707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Entering Unmasked Estep 
Score: -3970229.750000 Penalty: 2561.263672
	Iteration 0F: 2 clusters Score -3970230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -3949449.500000 Penalty: 5122.527344
	Iteration 0F: 3 clusters Score -3949450 nChanged 13744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -3957644.500000 Penalty: 5122.527344
	Iteration 1F: 3 clusters Score -3957644 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3959397.250000 Penalty: 5122.527344
	Iteration 2F: 3 clusters Score -3959397 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3961638.500000 Penalty: 5122.527344
	Iteration 3F: 3 clusters Score -3961638 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3963866.250000 Penalty: 5122.527344
	Iteration 4F: 3 clusters Score -3963866 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -3965560.000000 Penalty: 5122.527344
	Iteration 5F: 3 clusters Score -3965560 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3966531.500000 Penalty: 5122.527344
	Iteration 6F: 3 clusters Score -3966532 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3967065.000000 Penalty: 5122.527344
	Iteration 7Q: 3 clusters Score -3967065 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -3967327.750000 Penalty: 5122.527344
	Iteration 8Q: 3 clusters Score -3967328 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -3967492.750000 Penalty: 5122.527344
	Iteration 9Q: 3 clusters Score -3967493 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -3967572.250000 Penalty: 5122.527344
	Iteration 10Q: 3 clusters Score -3967572 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -3967652.250000 Penalty: 5122.527344
	Iteration 11Q: 3 clusters Score -3967652 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3967729.750000 Penalty: 5122.527344
	Iteration 12Q: 3 clusters Score -3967730 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -3967766.000000 Penalty: 5122.527344
	Iteration 13Q: 3 clusters Score -3967766 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3967820.000000 Penalty: 5122.527344
	Iteration 14Q: 3 clusters Score -3967820 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -3967857.500000 Penalty: 5122.527344
	Iteration 15Q: 3 clusters Score -3967858 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -3967889.500000 Penalty: 5122.527344
	Iteration 16Q: 3 clusters Score -3967890 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -3967928.000000 Penalty: 5122.527344
	Iteration 17Q: 3 clusters Score -3967928 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -3967977.500000 Penalty: 5122.527344
	Iteration 18Q: 3 clusters Score -3967978 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -3968047.000000 Penalty: 5122.527344
	Iteration 19Q: 3 clusters Score -3968047 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -3968103.500000 Penalty: 5122.527344
	Iteration 20F: 3 clusters Score -3968104 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -3968150.500000 Penalty: 5122.527344
	Iteration 21Q: 3 clusters Score -3968150 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -3968187.250000 Penalty: 5122.527344
	Iteration 22Q: 3 clusters Score -3968187 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3968237.000000 Penalty: 5122.527344
	Iteration 23Q: 3 clusters Score -3968237 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -3968296.250000 Penalty: 5122.527344
	Iteration 24Q: 3 clusters Score -3968296 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -3968345.500000 Penalty: 5122.527344
	Iteration 25Q: 3 clusters Score -3968346 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -3968422.500000 Penalty: 5122.527344
	Iteration 26Q: 3 clusters Score -3968422 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3968490.250000 Penalty: 5122.527344
	Iteration 27Q: 3 clusters Score -3968490 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -3968586.500000 Penalty: 5122.527344
	Iteration 28Q: 3 clusters Score -3968586 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -3968685.500000 Penalty: 5122.527344
	Iteration 29Q: 3 clusters Score -3968686 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -3968774.250000 Penalty: 5122.527344
	Iteration 30Q: 3 clusters Score -3968774 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -3968884.250000 Penalty: 5122.527344
	Iteration 31Q: 3 clusters Score -3968884 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -3969010.250000 Penalty: 5122.527344
	Iteration 32Q: 3 clusters Score -3969010 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3969147.250000 Penalty: 5122.527344
	Iteration 33Q: 3 clusters Score -3969147 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -3969295.000000 Penalty: 5122.527344
	Iteration 34Q: 3 clusters Score -3969295 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -3969444.000000 Penalty: 5122.527344
	Iteration 35Q: 3 clusters Score -3969444 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3969593.250000 Penalty: 5122.527344
	Iteration 36Q: 3 clusters Score -3969593 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3969727.750000 Penalty: 5122.527344
	Iteration 37Q: 3 clusters Score -3969728 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3969950.500000 Penalty: 5122.527344
	Iteration 38Q: 3 clusters Score -3969950 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3970170.750000 Penalty: 5122.527344
	Iteration 39Q: 3 clusters Score -3970171 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3970415.750000 Penalty: 5122.527344
	Iteration 40F: 3 clusters Score -3970416 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3970646.500000 Penalty: 5122.527344
	Iteration 41Q: 3 clusters Score -3970646 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3970905.000000 Penalty: 5122.527344
	Iteration 42Q: 3 clusters Score -3970905 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3971161.500000 Penalty: 5122.527344
	Iteration 43Q: 3 clusters Score -3971162 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3971453.750000 Penalty: 5122.527344
	Iteration 44Q: 3 clusters Score -3971454 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3971666.000000 Penalty: 5122.527344
	Iteration 45Q: 3 clusters Score -3971666 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3971817.000000 Penalty: 5122.527344
	Iteration 46Q: 3 clusters Score -3971817 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3971905.750000 Penalty: 5122.527344
	Iteration 47Q: 3 clusters Score -3971906 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3971980.750000 Penalty: 5122.527344
	Iteration 48Q: 3 clusters Score -3971981 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3972030.000000 Penalty: 5122.527344
	Iteration 49Q: 3 clusters Score -3972030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3972052.000000 Penalty: 5122.527344
	Iteration 50Q: 3 clusters Score -3972052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3972065.000000 Penalty: 5122.527344
	Iteration 51Q: 3 clusters Score -3972065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3972075.250000 Penalty: 5122.527344
	Iteration 52Q: 3 clusters Score -3972075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3972086.750000 Penalty: 5122.527344
	Iteration 53Q: 3 clusters Score -3972087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3972091.750000 Penalty: 5122.527344
	Iteration 54Q: 3 clusters Score -3972092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3972099.250000 Penalty: 5122.527344
	Iteration 55Q: 3 clusters Score -3972099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3972102.000000 Penalty: 5122.527344
	Iteration 56Q: 3 clusters Score -3972102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3972098.500000 Penalty: 5122.527344
	Iteration 57Q: 3 clusters Score -3972098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3972099.750000 Penalty: 5122.527344
	Iteration 58Q: 3 clusters Score -3972100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3972099.750000 Penalty: 5122.527344
	Iteration 59F: 3 clusters Score -3972100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 27644 members 
Mstep: Class 3 contains 135185 members 
Mstep: Class 4 contains 3170 members 
Mstep: Class 5 contains 21783 members 
Mstep: Class 6 contains 131955 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 38739 members 
Mstep: Class 9 contains 12798 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 11 contains 9270 members 
Mstep: Class 12 contains 2054 members 
Mstep: Class 13 contains 46606 members 
Mstep: Class 14 contains 2737 members 
Mstep: Class 15 contains 19877 members 
Mstep: Class 16 contains 3033 members 
Mstep: Class 17 contains 9967 members 
Mstep: Class 18 contains 28573 members 
Mstep: Class 19 contains 2256 members 
Mstep: Class 20 contains 9710 members 
Mstep: Class 21 contains 4788 members 
Mstep: Class 22 contains 12186 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1588 members 
Mstep: Class 25 contains 8822 members 
Mstep: Class 26 contains 4152 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 735 members 
Mstep: Class 29 contains 1994 members 
Entering Unmasked Estep 
Score: -73799328.000000 Penalty: 95436.296875
Splitting cluster 18 changes total score from -73760712.000000 to -73799328.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -242764.921875 Penalty: 1914.894531
	Iteration 0F: 2 clusters Score -242764.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -240539.718750 Penalty: 3829.789062
	Iteration 0F: 3 clusters Score -240539.7 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -245543.843750 Penalty: 3829.789062
	Iteration 1F: 3 clusters Score -245543.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -247992.859375 Penalty: 3829.789062
	Iteration 2F: 3 clusters Score -247992.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -249167.968750 Penalty: 3829.789062
	Iteration 3Q: 3 clusters Score -249168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -250301.765625 Penalty: 3829.789062
	Iteration 4Q: 3 clusters Score -250301.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -250439.000000 Penalty: 3829.789062
	Iteration 5Q: 3 clusters Score -250439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -250588.468750 Penalty: 3829.789062
	Iteration 6Q: 3 clusters Score -250588.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -250753.281250 Penalty: 3829.789062
	Iteration 7Q: 3 clusters Score -250753.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -250899.906250 Penalty: 3829.789062
	Iteration 8Q: 3 clusters Score -250899.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -251128.859375 Penalty: 3829.789062
	Iteration 9Q: 3 clusters Score -251128.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -251183.046875 Penalty: 3829.789062
	Iteration 10Q: 3 clusters Score -251183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -251198.640625 Penalty: 3829.789062
	Iteration 11F: 3 clusters Score -251198.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -251368.406250 Penalty: 3829.789062
	Iteration 12Q: 3 clusters Score -251368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -251684.531250 Penalty: 3829.789062
	Iteration 13Q: 3 clusters Score -251684.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -251711.750000 Penalty: 3829.789062
	Iteration 14Q: 3 clusters Score -251711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -251717.531250 Penalty: 3829.789062
	Iteration 15Q: 3 clusters Score -251717.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -251717.531250 Penalty: 3829.789062
	Iteration 16F: 3 clusters Score -251717.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 27644 members 
Mstep: Class 3 contains 135185 members 
Mstep: Class 4 contains 3170 members 
Mstep: Class 5 contains 21783 members 
Mstep: Class 6 contains 131955 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 38739 members 
Mstep: Class 9 contains 12798 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 11 contains 9270 members 
Mstep: Class 12 contains 2054 members 
Mstep: Class 13 contains 46606 members 
Mstep: Class 14 contains 2737 members 
Mstep: Class 15 contains 19877 members 
Mstep: Class 16 contains 3033 members 
Mstep: Class 17 contains 9967 members 
Mstep: Class 18 contains 28573 members 
Mstep: Class 19 contains 590 members 
Mstep: Class 20 contains 9710 members 
Mstep: Class 21 contains 4788 members 
Mstep: Class 22 contains 12186 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1588 members 
Mstep: Class 25 contains 8822 members 
Mstep: Class 26 contains 4152 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 735 members 
Mstep: Class 29 contains 1994 members 
Mstep: Class 30 contains 1666 members 
Entering Unmasked Estep 
Score: -73806880.000000 Penalty: 98727.203125
Splitting cluster 19 changes total score from -73760712.000000 to -73806880.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (9710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Entering Unmasked Estep 
Score: -1241877.875000 Penalty: 2276.866211
	Iteration 0F: 2 clusters Score -1241878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1234434.875000 Penalty: 4553.732422
	Iteration 0F: 3 clusters Score -1234435 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1236979.500000 Penalty: 4553.732422
	Iteration 1F: 3 clusters Score -1236980 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1237731.875000 Penalty: 4553.732422
	Iteration 2F: 3 clusters Score -1237732 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1238455.875000 Penalty: 4553.732422
	Iteration 3F: 3 clusters Score -1238456 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1239276.125000 Penalty: 4553.732422
	Iteration 4F: 3 clusters Score -1239276 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1240108.000000 Penalty: 4553.732422
	Iteration 5F: 3 clusters Score -1240108 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1240834.875000 Penalty: 4553.732422
	Iteration 6F: 3 clusters Score -1240835 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1241379.375000 Penalty: 4553.732422
	Iteration 7F: 3 clusters Score -1241379 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1241790.500000 Penalty: 4553.732422
	Iteration 8Q: 3 clusters Score -1241790 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1242040.375000 Penalty: 4553.732422
	Iteration 9Q: 3 clusters Score -1242040 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1242180.000000 Penalty: 4553.732422
	Iteration 10Q: 3 clusters Score -1242180 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1242261.625000 Penalty: 4553.732422
	Iteration 11Q: 3 clusters Score -1242262 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1242326.000000 Penalty: 4553.732422
	Iteration 12Q: 3 clusters Score -1242326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1242362.625000 Penalty: 4553.732422
	Iteration 13Q: 3 clusters Score -1242363 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1242386.375000 Penalty: 4553.732422
	Iteration 14Q: 3 clusters Score -1242386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1242398.375000 Penalty: 4553.732422
	Iteration 15Q: 3 clusters Score -1242398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1242408.250000 Penalty: 4553.732422
	Iteration 16Q: 3 clusters Score -1242408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1242415.875000 Penalty: 4553.732422
	Iteration 17Q: 3 clusters Score -1242416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1242425.625000 Penalty: 4553.732422
	Iteration 18Q: 3 clusters Score -1242426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1242432.500000 Penalty: 4553.732422
	Iteration 19Q: 3 clusters Score -1242432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1242437.250000 Penalty: 4553.732422
	Iteration 20F: 3 clusters Score -1242437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1242443.250000 Penalty: 4553.732422
	Iteration 21Q: 3 clusters Score -1242443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1242443.875000 Penalty: 4553.732422
	Iteration 22Q: 3 clusters Score -1242444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1242446.125000 Penalty: 4553.732422
	Iteration 23Q: 3 clusters Score -1242446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1242445.625000 Penalty: 4553.732422
	Iteration 24Q: 3 clusters Score -1242446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1242446.375000 Penalty: 4553.732422
	Iteration 25Q: 3 clusters Score -1242446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1242449.000000 Penalty: 4553.732422
	Iteration 26Q: 3 clusters Score -1242449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1242451.625000 Penalty: 4553.732422
	Iteration 27Q: 3 clusters Score -1242452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1242453.375000 Penalty: 4553.732422
	Iteration 28Q: 3 clusters Score -1242453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1242456.875000 Penalty: 4553.732422
	Iteration 29Q: 3 clusters Score -1242457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1242458.875000 Penalty: 4553.732422
	Iteration 30Q: 3 clusters Score -1242459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1242461.750000 Penalty: 4553.732422
	Iteration 31Q: 3 clusters Score -1242462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1242459.000000 Penalty: 4553.732422
	Iteration 32Q: 3 clusters Score -1242459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1242459.250000 Penalty: 4553.732422
	Iteration 33Q: 3 clusters Score -1242459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1242461.375000 Penalty: 4553.732422
	Iteration 34Q: 3 clusters Score -1242461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1242461.250000 Penalty: 4553.732422
	Iteration 35Q: 3 clusters Score -1242461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1242461.250000 Penalty: 4553.732422
	Iteration 36Q: 3 clusters Score -1242461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1242465.250000 Penalty: 4553.732422
	Iteration 37Q: 3 clusters Score -1242465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1242466.750000 Penalty: 4553.732422
	Iteration 38Q: 3 clusters Score -1242467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1242470.000000 Penalty: 4553.732422
	Iteration 39Q: 3 clusters Score -1242470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1242474.250000 Penalty: 4553.732422
	Iteration 40F: 3 clusters Score -1242474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1242476.125000 Penalty: 4553.732422
	Iteration 41Q: 3 clusters Score -1242476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1242478.750000 Penalty: 4553.732422
	Iteration 42Q: 3 clusters Score -1242479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1242486.500000 Penalty: 4553.732422
	Iteration 43Q: 3 clusters Score -1242486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1242487.500000 Penalty: 4553.732422
	Iteration 44Q: 3 clusters Score -1242488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1242490.750000 Penalty: 4553.732422
	Iteration 45Q: 3 clusters Score -1242491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1242495.750000 Penalty: 4553.732422
	Iteration 46Q: 3 clusters Score -1242496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1242495.500000 Penalty: 4553.732422
	Iteration 47Q: 3 clusters Score -1242496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1242498.625000 Penalty: 4553.732422
	Iteration 48Q: 3 clusters Score -1242499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1242498.000000 Penalty: 4553.732422
	Iteration 49Q: 3 clusters Score -1242498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1242498.125000 Penalty: 4553.732422
	Iteration 50Q: 3 clusters Score -1242498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1242499.250000 Penalty: 4553.732422
	Iteration 51Q: 3 clusters Score -1242499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1242499.875000 Penalty: 4553.732422
	Iteration 52Q: 3 clusters Score -1242500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1242499.375000 Penalty: 4553.732422
	Iteration 53Q: 3 clusters Score -1242499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1242499.750000 Penalty: 4553.732422
	Iteration 54Q: 3 clusters Score -1242500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1242498.125000 Penalty: 4553.732422
	Iteration 55Q: 3 clusters Score -1242498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1242500.250000 Penalty: 4553.732422
	Iteration 56Q: 3 clusters Score -1242500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1242500.875000 Penalty: 4553.732422
	Iteration 57Q: 3 clusters Score -1242501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1242500.875000 Penalty: 4553.732422
	Iteration 58F: 3 clusters Score -1242501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 27644 members 
Mstep: Class 3 contains 135185 members 
Mstep: Class 4 contains 3170 members 
Mstep: Class 5 contains 21783 members 
Mstep: Class 6 contains 131955 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 38739 members 
Mstep: Class 9 contains 12798 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 11 contains 9270 members 
Mstep: Class 12 contains 2054 members 
Mstep: Class 13 contains 46606 members 
Mstep: Class 14 contains 2737 members 
Mstep: Class 15 contains 19877 members 
Mstep: Class 16 contains 3033 members 
Mstep: Class 17 contains 9967 members 
Mstep: Class 18 contains 28573 members 
Mstep: Class 19 contains 590 members 
Mstep: Class 20 contains 1705 members 
Mstep: Class 21 contains 4788 members 
Mstep: Class 22 contains 12186 members 
Mstep: Class 23 contains 791 members 
Mstep: Class 24 contains 1588 members 
Mstep: Class 25 contains 8822 members 
Mstep: Class 26 contains 4152 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 735 members 
Mstep: Class 29 contains 1994 members 
Mstep: Class 30 contains 1666 members 
Mstep: Class 31 contains 8005 members 
Entering Unmasked Estep 
Score: -73806416.000000 Penalty: 102018.117188
Splitting cluster 20 changes total score from -73760712.000000 to -73806416.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (4788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Entering Unmasked Estep 
Score: -606107.812500 Penalty: 2101.519287
	Iteration 0F: 2 clusters Score -606107.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -601828.875000 Penalty: 4203.038574
	Iteration 0F: 3 clusters Score -601828.9 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -602939.250000 Penalty: 4203.038574
	Iteration 1F: 3 clusters Score -602939.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -603166.062500 Penalty: 4203.038574
	Iteration 2F: 3 clusters Score -603166.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -603293.312500 Penalty: 4203.038574
	Iteration 3Q: 3 clusters Score -603293.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -603376.937500 Penalty: 4203.038574
	Iteration 4Q: 3 clusters Score -603376.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -603448.437500 Penalty: 4203.038574
	Iteration 5Q: 3 clusters Score -603448.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -603517.000000 Penalty: 4203.038574
	Iteration 6Q: 3 clusters Score -603517 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -603568.312500 Penalty: 4203.038574
	Iteration 7Q: 3 clusters Score -603568.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -603608.812500 Penalty: 4203.038574
	Iteration 8Q: 3 clusters Score -603608.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -603637.250000 Penalty: 4203.038574
	Iteration 9Q: 3 clusters Score -603637.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -603666.187500 Penalty: 4203.038574
	Iteration 10Q: 3 clusters Score -603666.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -603702.312500 Penalty: 4203.038574
	Iteration 11Q: 3 clusters Score -603702.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -603754.000000 Penalty: 4203.038574
	Iteration 12Q: 3 clusters Score -603754 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -603832.437500 Penalty: 4203.038574
	Iteration 13Q: 3 clusters Score -603832.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -603956.062500 Penalty: 4203.038574
	Iteration 14Q: 3 clusters Score -603956.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -604065.312500 Penalty: 4203.038574
	Iteration 15Q: 3 clusters Score -604065.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -604166.562500 Penalty: 4203.038574
	Iteration 16Q: 3 clusters Score -604166.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -604282.562500 Penalty: 4203.038574
	Iteration 17Q: 3 clusters Score -604282.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -604389.687500 Penalty: 4203.038574
	Iteration 18Q: 3 clusters Score -604389.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -604477.062500 Penalty: 4203.038574
	Iteration 19Q: 3 clusters Score -604477.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -604580.000000 Penalty: 4203.038574
	Iteration 20F: 3 clusters Score -604580 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -604697.062500 Penalty: 4203.038574
	Iteration 21Q: 3 clusters Score -604697.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -604839.437500 Penalty: 4203.038574
	Iteration 22Q: 3 clusters Score -604839.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -604998.562500 Penalty: 4203.038574
	Iteration 23Q: 3 clusters Score -604998.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -605170.375000 Penalty: 4203.038574
	Iteration 24Q: 3 clusters Score -605170.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -605358.875000 Penalty: 4203.038574
	Iteration 25Q: 3 clusters Score -605358.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -605556.375000 Penalty: 4203.038574
	Iteration 26Q: 3 clusters Score -605556.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -605702.875000 Penalty: 4203.038574
	Iteration 27Q: 3 clusters Score -605702.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -605806.687500 Penalty: 4203.038574
	Iteration 28Q: 3 clusters Score -605806.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -605864.437500 Penalty: 4203.038574
	Iteration 29Q: 3 clusters Score -605864.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -605892.812500 Penalty: 4203.038574
	Iteration 30Q: 3 clusters Score -605892.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -605913.937500 Penalty: 4203.038574
	Iteration 31Q: 3 clusters Score -605913.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -605932.625000 Penalty: 4203.038574
	Iteration 32Q: 3 clusters Score -605932.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -605946.187500 Penalty: 4203.038574
	Iteration 33Q: 3 clusters Score -605946.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -605949.812500 Penalty: 4203.038574
	Iteration 34Q: 3 clusters Score -605949.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -605954.750000 Penalty: 4203.038574
	Iteration 35Q: 3 clusters Score -605954.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -605956.812500 Penalty: 4203.038574
	Iteration 36Q: 3 clusters Score -605956.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -605957.062500 Penalty: 4203.038574
	Iteration 37Q: 3 clusters Score -605957.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -605957.875000 Penalty: 4203.038574
	Iteration 38Q: 3 clusters Score -605957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -605957.875000 Penalty: 4203.038574
	Iteration 39F: 3 clusters Score -605957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 27644 members 
Mstep: Class 3 contains 135185 members 
Mstep: Class 4 contains 3170 members 
Mstep: Class 5 contains 21783 members 
Mstep: Class 6 contains 131955 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 9 contains 12798 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 11 contains 9270 members 
Mstep: Class 12 contains 2054 members 
Mstep: Class 13 contains 46606 members 
Mstep: Class 14 contains 2737 members 
Mstep: Class 15 contains 19877 members 
Mstep: Class 16 contains 3033 members 
Mstep: Class 17 contains 9967 members 
Mstep: Class 18 contains 28573 members 
Mstep: Class 19 contains 590 members 
Mstep: Class 20 contains 1705 members 
Mstep: Class 21 contains 4788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73815192.000000 Penalty: 102018.117188
Iteration 39Q: 32 clusters Score -7.381519e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 27589 members 
Mstep: Class 3 contains 136041 members 
Mstep: Class 4 contains 4131 members 
Mstep: Class 5 contains 22162 members 
Mstep: Class 6 contains 131736 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 38004 members 
Mstep: Class 9 contains 12471 members 
Mstep: Class 10 contains 16112 members 
Mstep: Class 11 contains 9193 members 
Mstep: Class 12 contains 2159 members 
Mstep: Class 13 contains 46493 members 
Mstep: Class 14 contains 2899 members 
Mstep: Class 15 contains 19766 members 
Mstep: Class 16 contains 3578 members 
Mstep: Class 17 contains 10023 members 
Mstep: Class 18 contains 28433 members 
Mstep: Class 19 contains 605 members 
Mstep: Class 20 contains 1758 members 
Mstep: Class 21 contains 5002 members 
Mstep: Class 22 contains 11040 members 
Mstep: Class 23 contains 792 members 
Mstep: Class 24 contains 1606 members 
Mstep: Class 25 contains 8514 members 
Mstep: Class 26 contains 4163 members 
Mstep: Class 27 contains 1177 members 
Mstep: Class 28 contains 685 members 
Mstep: Class 29 contains 2023 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 7615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73825376.000000 Penalty: 102018.117188
Iteration 40F: 32 clusters Score -7.382538e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 27399 members 
Mstep: Class 3 contains 136316 members 
Mstep: Class 4 contains 4603 members 
Mstep: Class 5 contains 22183 members 
Mstep: Class 6 contains 130096 members 
Mstep: Class 7 contains 1043 members 
Mstep: Class 8 contains 37618 members 
Mstep: Class 9 contains 11730 members 
Mstep: Class 10 contains 15684 members 
Mstep: Class 11 contains 9095 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 46092 members 
Mstep: Class 14 contains 2951 members 
Mstep: Class 15 contains 19683 members 
Mstep: Class 16 contains 3760 members 
Mstep: Class 17 contains 10014 members 
Mstep: Class 18 contains 28062 members 
Mstep: Class 19 contains 610 members 
Mstep: Class 20 contains 1772 members 
Mstep: Class 21 contains 5185 members 
Mstep: Class 22 contains 11071 members 
Mstep: Class 23 contains 793 members 
Mstep: Class 24 contains 2715 members 
Mstep: Class 25 contains 9460 members 
Mstep: Class 26 contains 4269 members 
Mstep: Class 27 contains 1387 members 
Mstep: Class 28 contains 690 members 
Mstep: Class 29 contains 2127 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 7969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73829600.000000 Penalty: 102018.117188
Iteration 41Q: 32 clusters Score -7.38296e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 27270 members 
Mstep: Class 3 contains 136435 members 
Mstep: Class 4 contains 4909 members 
Mstep: Class 5 contains 22194 members 
Mstep: Class 6 contains 129083 members 
Mstep: Class 7 contains 1037 members 
Mstep: Class 8 contains 37385 members 
Mstep: Class 9 contains 11219 members 
Mstep: Class 10 contains 15256 members 
Mstep: Class 11 contains 9039 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 13 contains 45748 members 
Mstep: Class 14 contains 2979 members 
Mstep: Class 15 contains 19579 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 10019 members 
Mstep: Class 18 contains 27783 members 
Mstep: Class 19 contains 606 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 5482 members 
Mstep: Class 22 contains 11088 members 
Mstep: Class 23 contains 795 members 
Mstep: Class 24 contains 3322 members 
Mstep: Class 25 contains 10181 members 
Mstep: Class 26 contains 4332 members 
Mstep: Class 27 contains 1526 members 
Mstep: Class 28 contains 693 members 
Mstep: Class 29 contains 2165 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 8266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73832232.000000 Penalty: 102018.117188
Iteration 42Q: 32 clusters Score -7.383223e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 27178 members 
Mstep: Class 3 contains 136509 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 22218 members 
Mstep: Class 6 contains 128465 members 
Mstep: Class 7 contains 1034 members 
Mstep: Class 8 contains 37227 members 
Mstep: Class 9 contains 10798 members 
Mstep: Class 10 contains 14807 members 
Mstep: Class 11 contains 8976 members 
Mstep: Class 12 contains 2224 members 
Mstep: Class 13 contains 45469 members 
Mstep: Class 14 contains 2980 members 
Mstep: Class 15 contains 19463 members 
Mstep: Class 16 contains 4025 members 
Mstep: Class 17 contains 9988 members 
Mstep: Class 18 contains 27564 members 
Mstep: Class 19 contains 610 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 5895 members 
Mstep: Class 22 contains 11118 members 
Mstep: Class 23 contains 797 members 
Mstep: Class 24 contains 3697 members 
Mstep: Class 25 contains 10779 members 
Mstep: Class 26 contains 4381 members 
Mstep: Class 27 contains 1624 members 
Mstep: Class 28 contains 705 members 
Mstep: Class 29 contains 2191 members 
Mstep: Class 30 contains 1659 members 
Mstep: Class 31 contains 8519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73834176.000000 Penalty: 102018.117188
Iteration 43Q: 32 clusters Score -7.383418e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 27124 members 
Mstep: Class 3 contains 136502 members 
Mstep: Class 4 contains 5220 members 
Mstep: Class 5 contains 22226 members 
Mstep: Class 6 contains 128049 members 
Mstep: Class 7 contains 1032 members 
Mstep: Class 8 contains 37103 members 
Mstep: Class 9 contains 10435 members 
Mstep: Class 10 contains 14264 members 
Mstep: Class 11 contains 8934 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 45217 members 
Mstep: Class 14 contains 2972 members 
Mstep: Class 15 contains 19338 members 
Mstep: Class 16 contains 4108 members 
Mstep: Class 17 contains 9968 members 
Mstep: Class 18 contains 27389 members 
Mstep: Class 19 contains 611 members 
Mstep: Class 20 contains 1815 members 
Mstep: Class 21 contains 6442 members 
Mstep: Class 22 contains 11140 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 3945 members 
Mstep: Class 25 contains 11336 members 
Mstep: Class 26 contains 4419 members 
Mstep: Class 27 contains 1722 members 
Mstep: Class 28 contains 721 members 
Mstep: Class 29 contains 2208 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 8756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73836136.000000 Penalty: 102018.117188
Iteration 44Q: 32 clusters Score -7.383614e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 27097 members 
Mstep: Class 3 contains 136486 members 
Mstep: Class 4 contains 5310 members 
Mstep: Class 5 contains 22238 members 
Mstep: Class 6 contains 127734 members 
Mstep: Class 7 contains 1032 members 
Mstep: Class 8 contains 37003 members 
Mstep: Class 9 contains 10130 members 
Mstep: Class 10 contains 13721 members 
Mstep: Class 11 contains 8922 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 44919 members 
Mstep: Class 14 contains 2962 members 
Mstep: Class 15 contains 19238 members 
Mstep: Class 16 contains 4178 members 
Mstep: Class 17 contains 9909 members 
Mstep: Class 18 contains 27239 members 
Mstep: Class 19 contains 613 members 
Mstep: Class 20 contains 1823 members 
Mstep: Class 21 contains 7094 members 
Mstep: Class 22 contains 11169 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4121 members 
Mstep: Class 25 contains 11823 members 
Mstep: Class 26 contains 4454 members 
Mstep: Class 27 contains 1802 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 2220 members 
Mstep: Class 30 contains 1661 members 
Mstep: Class 31 contains 8977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73838488.000000 Penalty: 102018.117188
Iteration 45Q: 32 clusters Score -7.383849e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 27079 members 
Mstep: Class 3 contains 136433 members 
Mstep: Class 4 contains 5381 members 
Mstep: Class 5 contains 22255 members 
Mstep: Class 6 contains 127472 members 
Mstep: Class 7 contains 1032 members 
Mstep: Class 8 contains 36935 members 
Mstep: Class 9 contains 9953 members 
Mstep: Class 10 contains 13263 members 
Mstep: Class 11 contains 8890 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 44577 members 
Mstep: Class 14 contains 2955 members 
Mstep: Class 15 contains 19156 members 
Mstep: Class 16 contains 4230 members 
Mstep: Class 17 contains 9788 members 
Mstep: Class 18 contains 27112 members 
Mstep: Class 19 contains 613 members 
Mstep: Class 20 contains 1827 members 
Mstep: Class 21 contains 7818 members 
Mstep: Class 22 contains 11221 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4242 members 
Mstep: Class 25 contains 12189 members 
Mstep: Class 26 contains 4479 members 
Mstep: Class 27 contains 1876 members 
Mstep: Class 28 contains 750 members 
Mstep: Class 29 contains 2227 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 9194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73840760.000000 Penalty: 102018.117188
Iteration 46Q: 32 clusters Score -7.384076e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 27067 members 
Mstep: Class 3 contains 136382 members 
Mstep: Class 4 contains 5443 members 
Mstep: Class 5 contains 22267 members 
Mstep: Class 6 contains 127242 members 
Mstep: Class 7 contains 1032 members 
Mstep: Class 8 contains 36877 members 
Mstep: Class 9 contains 9890 members 
Mstep: Class 10 contains 12949 members 
Mstep: Class 11 contains 8884 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 44148 members 
Mstep: Class 14 contains 2943 members 
Mstep: Class 15 contains 19073 members 
Mstep: Class 16 contains 4288 members 
Mstep: Class 17 contains 9609 members 
Mstep: Class 18 contains 27018 members 
Mstep: Class 19 contains 613 members 
Mstep: Class 20 contains 1829 members 
Mstep: Class 21 contains 8537 members 
Mstep: Class 22 contains 11279 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4335 members 
Mstep: Class 25 contains 12447 members 
Mstep: Class 26 contains 4506 members 
Mstep: Class 27 contains 1942 members 
Mstep: Class 28 contains 777 members 
Mstep: Class 29 contains 2226 members 
Mstep: Class 30 contains 1663 members 
Mstep: Class 31 contains 9358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73842112.000000 Penalty: 102018.117188
Iteration 47Q: 32 clusters Score -7.384211e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 27056 members 
Mstep: Class 3 contains 136356 members 
Mstep: Class 4 contains 5469 members 
Mstep: Class 5 contains 22275 members 
Mstep: Class 6 contains 127051 members 
Mstep: Class 7 contains 1032 members 
Mstep: Class 8 contains 36825 members 
Mstep: Class 9 contains 9859 members 
Mstep: Class 10 contains 12802 members 
Mstep: Class 11 contains 8873 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 43674 members 
Mstep: Class 14 contains 2936 members 
Mstep: Class 15 contains 18996 members 
Mstep: Class 16 contains 4356 members 
Mstep: Class 17 contains 9435 members 
Mstep: Class 18 contains 26921 members 
Mstep: Class 19 contains 613 members 
Mstep: Class 20 contains 1831 members 
Mstep: Class 21 contains 9179 members 
Mstep: Class 22 contains 11323 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4394 members 
Mstep: Class 25 contains 12650 members 
Mstep: Class 26 contains 4521 members 
Mstep: Class 27 contains 2028 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 2231 members 
Mstep: Class 30 contains 1664 members 
Mstep: Class 31 contains 9488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843368.000000 Penalty: 102018.117188
Iteration 48Q: 32 clusters Score -7.384337e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 27040 members 
Mstep: Class 3 contains 136346 members 
Mstep: Class 4 contains 5483 members 
Mstep: Class 5 contains 22293 members 
Mstep: Class 6 contains 126865 members 
Mstep: Class 7 contains 1032 members 
Mstep: Class 8 contains 36782 members 
Mstep: Class 9 contains 9863 members 
Mstep: Class 10 contains 12738 members 
Mstep: Class 11 contains 8853 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 43177 members 
Mstep: Class 14 contains 2918 members 
Mstep: Class 15 contains 18930 members 
Mstep: Class 16 contains 4475 members 
Mstep: Class 17 contains 9311 members 
Mstep: Class 18 contains 26841 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 9725 members 
Mstep: Class 22 contains 11379 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4430 members 
Mstep: Class 25 contains 12772 members 
Mstep: Class 26 contains 4533 members 
Mstep: Class 27 contains 2121 members 
Mstep: Class 28 contains 853 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 1663 members 
Mstep: Class 31 contains 9580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844760.000000 Penalty: 102018.117188
Iteration 49Q: 32 clusters Score -7.384476e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 27025 members 
Mstep: Class 3 contains 136341 members 
Mstep: Class 4 contains 5482 members 
Mstep: Class 5 contains 22305 members 
Mstep: Class 6 contains 126733 members 
Mstep: Class 7 contains 1032 members 
Mstep: Class 8 contains 36747 members 
Mstep: Class 9 contains 9863 members 
Mstep: Class 10 contains 12744 members 
Mstep: Class 11 contains 8855 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 42677 members 
Mstep: Class 14 contains 2915 members 
Mstep: Class 15 contains 18858 members 
Mstep: Class 16 contains 4593 members 
Mstep: Class 17 contains 9203 members 
Mstep: Class 18 contains 26771 members 
Mstep: Class 19 contains 616 members 
Mstep: Class 20 contains 1841 members 
Mstep: Class 21 contains 10181 members 
Mstep: Class 22 contains 11454 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4443 members 
Mstep: Class 25 contains 12831 members 
Mstep: Class 26 contains 4551 members 
Mstep: Class 27 contains 2191 members 
Mstep: Class 28 contains 894 members 
Mstep: Class 29 contains 2226 members 
Mstep: Class 30 contains 1663 members 
Mstep: Class 31 contains 9658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845504.000000 Penalty: 102018.117188
Iteration 50Q: 32 clusters Score -7.38455e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 27018 members 
Mstep: Class 3 contains 136357 members 
Mstep: Class 4 contains 5486 members 
Mstep: Class 5 contains 22315 members 
Mstep: Class 6 contains 126603 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36718 members 
Mstep: Class 9 contains 9851 members 
Mstep: Class 10 contains 12783 members 
Mstep: Class 11 contains 8860 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 42227 members 
Mstep: Class 14 contains 2918 members 
Mstep: Class 15 contains 18800 members 
Mstep: Class 16 contains 4710 members 
Mstep: Class 17 contains 9101 members 
Mstep: Class 18 contains 26718 members 
Mstep: Class 19 contains 616 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 10549 members 
Mstep: Class 22 contains 11510 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4462 members 
Mstep: Class 25 contains 12867 members 
Mstep: Class 26 contains 4565 members 
Mstep: Class 27 contains 2249 members 
Mstep: Class 28 contains 937 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 9714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73846160.000000 Penalty: 102018.117188
Iteration 51Q: 32 clusters Score -7.384616e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 27018 members 
Mstep: Class 3 contains 136378 members 
Mstep: Class 4 contains 5493 members 
Mstep: Class 5 contains 22328 members 
Mstep: Class 6 contains 126492 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36688 members 
Mstep: Class 9 contains 9854 members 
Mstep: Class 10 contains 12834 members 
Mstep: Class 11 contains 8881 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 41836 members 
Mstep: Class 14 contains 2919 members 
Mstep: Class 15 contains 18755 members 
Mstep: Class 16 contains 4785 members 
Mstep: Class 17 contains 9003 members 
Mstep: Class 18 contains 26681 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 10851 members 
Mstep: Class 22 contains 11549 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4471 members 
Mstep: Class 25 contains 12899 members 
Mstep: Class 26 contains 4579 members 
Mstep: Class 27 contains 2283 members 
Mstep: Class 28 contains 979 members 
Mstep: Class 29 contains 2229 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 9774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73846368.000000 Penalty: 102018.117188
Iteration 52Q: 32 clusters Score -7.384637e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 27012 members 
Mstep: Class 3 contains 136405 members 
Mstep: Class 4 contains 5500 members 
Mstep: Class 5 contains 22330 members 
Mstep: Class 6 contains 126406 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36679 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 12907 members 
Mstep: Class 11 contains 8916 members 
Mstep: Class 12 contains 2241 members 
Mstep: Class 13 contains 41446 members 
Mstep: Class 14 contains 2907 members 
Mstep: Class 15 contains 18715 members 
Mstep: Class 16 contains 4881 members 
Mstep: Class 17 contains 8905 members 
Mstep: Class 18 contains 26644 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 11131 members 
Mstep: Class 22 contains 11575 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4472 members 
Mstep: Class 25 contains 12927 members 
Mstep: Class 26 contains 4592 members 
Mstep: Class 27 contains 2327 members 
Mstep: Class 28 contains 1005 members 
Mstep: Class 29 contains 2231 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 9815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73846664.000000 Penalty: 102018.117188
Iteration 53Q: 32 clusters Score -7.384666e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 27003 members 
Mstep: Class 3 contains 136426 members 
Mstep: Class 4 contains 5500 members 
Mstep: Class 5 contains 22340 members 
Mstep: Class 6 contains 126344 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36671 members 
Mstep: Class 9 contains 9843 members 
Mstep: Class 10 contains 12985 members 
Mstep: Class 11 contains 8964 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 41108 members 
Mstep: Class 14 contains 2902 members 
Mstep: Class 15 contains 18684 members 
Mstep: Class 16 contains 4970 members 
Mstep: Class 17 contains 8816 members 
Mstep: Class 18 contains 26616 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 11358 members 
Mstep: Class 22 contains 11592 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4470 members 
Mstep: Class 25 contains 12943 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 2355 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 2233 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 9843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73847000.000000 Penalty: 102018.117188
Iteration 54Q: 32 clusters Score -7.3847e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 26999 members 
Mstep: Class 3 contains 136453 members 
Mstep: Class 4 contains 5504 members 
Mstep: Class 5 contains 22341 members 
Mstep: Class 6 contains 126283 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36657 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 13049 members 
Mstep: Class 11 contains 9031 members 
Mstep: Class 12 contains 2242 members 
Mstep: Class 13 contains 40773 members 
Mstep: Class 14 contains 2895 members 
Mstep: Class 15 contains 18663 members 
Mstep: Class 16 contains 5035 members 
Mstep: Class 17 contains 8745 members 
Mstep: Class 18 contains 26596 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 11555 members 
Mstep: Class 22 contains 11606 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4472 members 
Mstep: Class 25 contains 12961 members 
Mstep: Class 26 contains 4618 members 
Mstep: Class 27 contains 2382 members 
Mstep: Class 28 contains 1034 members 
Mstep: Class 29 contains 2233 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 9869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73846968.000000 Penalty: 102018.117188
Iteration 55Q: 32 clusters Score -7.384697e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 26989 members 
Mstep: Class 3 contains 136480 members 
Mstep: Class 4 contains 5508 members 
Mstep: Class 5 contains 22339 members 
Mstep: Class 6 contains 126229 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36648 members 
Mstep: Class 9 contains 9850 members 
Mstep: Class 10 contains 13106 members 
Mstep: Class 11 contains 9110 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 40443 members 
Mstep: Class 14 contains 2894 members 
Mstep: Class 15 contains 18655 members 
Mstep: Class 16 contains 5090 members 
Mstep: Class 17 contains 8679 members 
Mstep: Class 18 contains 26579 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 11744 members 
Mstep: Class 22 contains 11627 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 12974 members 
Mstep: Class 26 contains 4626 members 
Mstep: Class 27 contains 2391 members 
Mstep: Class 28 contains 1042 members 
Mstep: Class 29 contains 2233 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 9895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73847192.000000 Penalty: 102018.117188
Iteration 56Q: 32 clusters Score -7.384719e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 26983 members 
Mstep: Class 3 contains 136499 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 22337 members 
Mstep: Class 6 contains 126174 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36647 members 
Mstep: Class 9 contains 9857 members 
Mstep: Class 10 contains 13173 members 
Mstep: Class 11 contains 9180 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 40140 members 
Mstep: Class 14 contains 2894 members 
Mstep: Class 15 contains 18644 members 
Mstep: Class 16 contains 5143 members 
Mstep: Class 17 contains 8608 members 
Mstep: Class 18 contains 26568 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 11922 members 
Mstep: Class 22 contains 11643 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4464 members 
Mstep: Class 25 contains 12983 members 
Mstep: Class 26 contains 4626 members 
Mstep: Class 27 contains 2410 members 
Mstep: Class 28 contains 1050 members 
Mstep: Class 29 contains 2233 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 9926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73847360.000000 Penalty: 102018.117188
Iteration 57Q: 32 clusters Score -7.384736e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 26974 members 
Mstep: Class 3 contains 136522 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 22339 members 
Mstep: Class 6 contains 126129 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36647 members 
Mstep: Class 9 contains 9859 members 
Mstep: Class 10 contains 13243 members 
Mstep: Class 11 contains 9248 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 39867 members 
Mstep: Class 14 contains 2891 members 
Mstep: Class 15 contains 18633 members 
Mstep: Class 16 contains 5184 members 
Mstep: Class 17 contains 8537 members 
Mstep: Class 18 contains 26558 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 12085 members 
Mstep: Class 22 contains 11660 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4464 members 
Mstep: Class 25 contains 12994 members 
Mstep: Class 26 contains 4627 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 1055 members 
Mstep: Class 29 contains 2233 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 9946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73847424.000000 Penalty: 102018.117188
Iteration 58Q: 32 clusters Score -7.384742e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 26968 members 
Mstep: Class 3 contains 136538 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22344 members 
Mstep: Class 6 contains 126090 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36642 members 
Mstep: Class 9 contains 9864 members 
Mstep: Class 10 contains 13309 members 
Mstep: Class 11 contains 9307 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 39605 members 
Mstep: Class 14 contains 2887 members 
Mstep: Class 15 contains 18623 members 
Mstep: Class 16 contains 5221 members 
Mstep: Class 17 contains 8465 members 
Mstep: Class 18 contains 26548 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 11680 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4464 members 
Mstep: Class 25 contains 13001 members 
Mstep: Class 26 contains 4641 members 
Mstep: Class 27 contains 2415 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 2232 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 9976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73847568.000000 Penalty: 102018.117188
Iteration 59Q: 32 clusters Score -7.384757e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 26961 members 
Mstep: Class 3 contains 136560 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 22347 members 
Mstep: Class 6 contains 126062 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36640 members 
Mstep: Class 9 contains 9867 members 
Mstep: Class 10 contains 13376 members 
Mstep: Class 11 contains 9372 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 39353 members 
Mstep: Class 14 contains 2887 members 
Mstep: Class 15 contains 18615 members 
Mstep: Class 16 contains 5250 members 
Mstep: Class 17 contains 8391 members 
Mstep: Class 18 contains 26537 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 12389 members 
Mstep: Class 22 contains 11685 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4461 members 
Mstep: Class 25 contains 13007 members 
Mstep: Class 26 contains 4651 members 
Mstep: Class 27 contains 2419 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 2233 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 9998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73847648.000000 Penalty: 102018.117188
Iteration 60F: 32 clusters Score -7.384765e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 26958 members 
Mstep: Class 3 contains 136572 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 22350 members 
Mstep: Class 6 contains 126032 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9869 members 
Mstep: Class 10 contains 13443 members 
Mstep: Class 11 contains 9425 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 39127 members 
Mstep: Class 14 contains 2888 members 
Mstep: Class 15 contains 18615 members 
Mstep: Class 16 contains 5265 members 
Mstep: Class 17 contains 8306 members 
Mstep: Class 18 contains 26528 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 12530 members 
Mstep: Class 22 contains 11674 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4458 members 
Mstep: Class 25 contains 13021 members 
Mstep: Class 26 contains 4660 members 
Mstep: Class 27 contains 2467 members 
Mstep: Class 28 contains 1053 members 
Mstep: Class 29 contains 2235 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73847944.000000 Penalty: 102018.117188
Iteration 61Q: 32 clusters Score -7.384794e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 26955 members 
Mstep: Class 3 contains 136570 members 
Mstep: Class 4 contains 5527 members 
Mstep: Class 5 contains 22350 members 
Mstep: Class 6 contains 126007 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36635 members 
Mstep: Class 9 contains 9872 members 
Mstep: Class 10 contains 13507 members 
Mstep: Class 11 contains 9472 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 38921 members 
Mstep: Class 14 contains 2888 members 
Mstep: Class 15 contains 18614 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 8230 members 
Mstep: Class 18 contains 26518 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 12659 members 
Mstep: Class 22 contains 11680 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4458 members 
Mstep: Class 25 contains 13038 members 
Mstep: Class 26 contains 4671 members 
Mstep: Class 27 contains 2498 members 
Mstep: Class 28 contains 1053 members 
Mstep: Class 29 contains 2236 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73847960.000000 Penalty: 102018.117188
Iteration 62Q: 32 clusters Score -7.384796e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 26953 members 
Mstep: Class 3 contains 136574 members 
Mstep: Class 4 contains 5528 members 
Mstep: Class 5 contains 22352 members 
Mstep: Class 6 contains 125988 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36633 members 
Mstep: Class 9 contains 9874 members 
Mstep: Class 10 contains 13558 members 
Mstep: Class 11 contains 9514 members 
Mstep: Class 12 contains 2239 members 
Mstep: Class 13 contains 38766 members 
Mstep: Class 14 contains 2889 members 
Mstep: Class 15 contains 18611 members 
Mstep: Class 16 contains 5272 members 
Mstep: Class 17 contains 8162 members 
Mstep: Class 18 contains 26509 members 
Mstep: Class 19 contains 616 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 12758 members 
Mstep: Class 22 contains 11687 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4455 members 
Mstep: Class 25 contains 13052 members 
Mstep: Class 26 contains 4679 members 
Mstep: Class 27 contains 2508 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 2237 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848128.000000 Penalty: 102018.117188
Iteration 63Q: 32 clusters Score -7.384813e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 26953 members 
Mstep: Class 3 contains 136568 members 
Mstep: Class 4 contains 5530 members 
Mstep: Class 5 contains 22350 members 
Mstep: Class 6 contains 125971 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36632 members 
Mstep: Class 9 contains 9878 members 
Mstep: Class 10 contains 13606 members 
Mstep: Class 11 contains 9542 members 
Mstep: Class 12 contains 2237 members 
Mstep: Class 13 contains 38652 members 
Mstep: Class 14 contains 2889 members 
Mstep: Class 15 contains 18609 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 8109 members 
Mstep: Class 18 contains 26498 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 12840 members 
Mstep: Class 22 contains 11687 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4449 members 
Mstep: Class 25 contains 13072 members 
Mstep: Class 26 contains 4682 members 
Mstep: Class 27 contains 2514 members 
Mstep: Class 28 contains 1065 members 
Mstep: Class 29 contains 2238 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848168.000000 Penalty: 102018.117188
Iteration 64Q: 32 clusters Score -7.384817e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 26950 members 
Mstep: Class 3 contains 136574 members 
Mstep: Class 4 contains 5532 members 
Mstep: Class 5 contains 22351 members 
Mstep: Class 6 contains 125948 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36628 members 
Mstep: Class 9 contains 9882 members 
Mstep: Class 10 contains 13658 members 
Mstep: Class 11 contains 9572 members 
Mstep: Class 12 contains 2237 members 
Mstep: Class 13 contains 38531 members 
Mstep: Class 14 contains 2886 members 
Mstep: Class 15 contains 18608 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 8052 members 
Mstep: Class 18 contains 26489 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 12913 members 
Mstep: Class 22 contains 11687 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4447 members 
Mstep: Class 25 contains 13085 members 
Mstep: Class 26 contains 4684 members 
Mstep: Class 27 contains 2528 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 2237 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848264.000000 Penalty: 102018.117188
Iteration 65Q: 32 clusters Score -7.384826e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 26951 members 
Mstep: Class 3 contains 136572 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 22352 members 
Mstep: Class 6 contains 125934 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36626 members 
Mstep: Class 9 contains 9883 members 
Mstep: Class 10 contains 13708 members 
Mstep: Class 11 contains 9611 members 
Mstep: Class 12 contains 2237 members 
Mstep: Class 13 contains 38421 members 
Mstep: Class 14 contains 2880 members 
Mstep: Class 15 contains 18605 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 8002 members 
Mstep: Class 18 contains 26487 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 12984 members 
Mstep: Class 22 contains 11689 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4445 members 
Mstep: Class 25 contains 13088 members 
Mstep: Class 26 contains 4685 members 
Mstep: Class 27 contains 2531 members 
Mstep: Class 28 contains 1079 members 
Mstep: Class 29 contains 2237 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848272.000000 Penalty: 102018.117188
Iteration 66Q: 32 clusters Score -7.384827e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 26952 members 
Mstep: Class 3 contains 136572 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 22354 members 
Mstep: Class 6 contains 125909 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36628 members 
Mstep: Class 9 contains 9887 members 
Mstep: Class 10 contains 13772 members 
Mstep: Class 11 contains 9644 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 38325 members 
Mstep: Class 14 contains 2878 members 
Mstep: Class 15 contains 18603 members 
Mstep: Class 16 contains 5300 members 
Mstep: Class 17 contains 7942 members 
Mstep: Class 18 contains 26481 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 13039 members 
Mstep: Class 22 contains 11688 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4442 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4687 members 
Mstep: Class 27 contains 2531 members 
Mstep: Class 28 contains 1083 members 
Mstep: Class 29 contains 2238 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848264.000000 Penalty: 102018.117188
Iteration 67Q: 32 clusters Score -7.384826e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 26953 members 
Mstep: Class 3 contains 136583 members 
Mstep: Class 4 contains 5531 members 
Mstep: Class 5 contains 22354 members 
Mstep: Class 6 contains 125891 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36632 members 
Mstep: Class 9 contains 9888 members 
Mstep: Class 10 contains 13833 members 
Mstep: Class 11 contains 9664 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 38226 members 
Mstep: Class 14 contains 2875 members 
Mstep: Class 15 contains 18601 members 
Mstep: Class 16 contains 5299 members 
Mstep: Class 17 contains 7887 members 
Mstep: Class 18 contains 26479 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 13104 members 
Mstep: Class 22 contains 11690 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 13102 members 
Mstep: Class 26 contains 4687 members 
Mstep: Class 27 contains 2528 members 
Mstep: Class 28 contains 1084 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848272.000000 Penalty: 102018.117188
Iteration 68Q: 32 clusters Score -7.384827e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 26953 members 
Mstep: Class 3 contains 136578 members 
Mstep: Class 4 contains 5529 members 
Mstep: Class 5 contains 22356 members 
Mstep: Class 6 contains 125881 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36633 members 
Mstep: Class 9 contains 9887 members 
Mstep: Class 10 contains 13886 members 
Mstep: Class 11 contains 9686 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 38142 members 
Mstep: Class 14 contains 2875 members 
Mstep: Class 15 contains 18598 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 7836 members 
Mstep: Class 18 contains 26477 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 13161 members 
Mstep: Class 22 contains 11695 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4435 members 
Mstep: Class 25 contains 13109 members 
Mstep: Class 26 contains 4689 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 1085 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848240.000000 Penalty: 102018.117188
Iteration 69Q: 32 clusters Score -7.384824e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 26954 members 
Mstep: Class 3 contains 136563 members 
Mstep: Class 4 contains 5527 members 
Mstep: Class 5 contains 22359 members 
Mstep: Class 6 contains 125872 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36636 members 
Mstep: Class 9 contains 9888 members 
Mstep: Class 10 contains 13938 members 
Mstep: Class 11 contains 9711 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 38065 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 18596 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 7787 members 
Mstep: Class 18 contains 26477 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 13216 members 
Mstep: Class 22 contains 11699 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4435 members 
Mstep: Class 25 contains 13112 members 
Mstep: Class 26 contains 4690 members 
Mstep: Class 27 contains 2530 members 
Mstep: Class 28 contains 1087 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848256.000000 Penalty: 102018.117188
Iteration 70Q: 32 clusters Score -7.384826e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 26950 members 
Mstep: Class 3 contains 136553 members 
Mstep: Class 4 contains 5528 members 
Mstep: Class 5 contains 22358 members 
Mstep: Class 6 contains 125863 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36635 members 
Mstep: Class 9 contains 9889 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 9743 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 37996 members 
Mstep: Class 14 contains 2875 members 
Mstep: Class 15 contains 18593 members 
Mstep: Class 16 contains 5310 members 
Mstep: Class 17 contains 7736 members 
Mstep: Class 18 contains 26477 members 
Mstep: Class 19 contains 615 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 13253 members 
Mstep: Class 22 contains 11705 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4434 members 
Mstep: Class 25 contains 13113 members 
Mstep: Class 26 contains 4693 members 
Mstep: Class 27 contains 2533 members 
Mstep: Class 28 contains 1089 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848288.000000 Penalty: 102018.117188
Iteration 71Q: 32 clusters Score -7.384829e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 26950 members 
Mstep: Class 3 contains 136548 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 22360 members 
Mstep: Class 6 contains 125852 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36634 members 
Mstep: Class 9 contains 9892 members 
Mstep: Class 10 contains 14039 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 37934 members 
Mstep: Class 14 contains 2874 members 
Mstep: Class 15 contains 18591 members 
Mstep: Class 16 contains 5321 members 
Mstep: Class 17 contains 7683 members 
Mstep: Class 18 contains 26476 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 13291 members 
Mstep: Class 22 contains 11710 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4432 members 
Mstep: Class 25 contains 13110 members 
Mstep: Class 26 contains 4693 members 
Mstep: Class 27 contains 2532 members 
Mstep: Class 28 contains 1091 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848352.000000 Penalty: 102018.117188
Iteration 72Q: 32 clusters Score -7.384835e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 26951 members 
Mstep: Class 3 contains 136550 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22362 members 
Mstep: Class 6 contains 125845 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36636 members 
Mstep: Class 9 contains 9895 members 
Mstep: Class 10 contains 14088 members 
Mstep: Class 11 contains 9783 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 37873 members 
Mstep: Class 14 contains 2874 members 
Mstep: Class 15 contains 18590 members 
Mstep: Class 16 contains 5322 members 
Mstep: Class 17 contains 7635 members 
Mstep: Class 18 contains 26477 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 13323 members 
Mstep: Class 22 contains 11718 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 13107 members 
Mstep: Class 26 contains 4693 members 
Mstep: Class 27 contains 2531 members 
Mstep: Class 28 contains 1092 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848416.000000 Penalty: 102018.117188
Iteration 73Q: 32 clusters Score -7.384842e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 26952 members 
Mstep: Class 3 contains 136545 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22363 members 
Mstep: Class 6 contains 125837 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9896 members 
Mstep: Class 10 contains 14148 members 
Mstep: Class 11 contains 9800 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 37825 members 
Mstep: Class 14 contains 2876 members 
Mstep: Class 15 contains 18589 members 
Mstep: Class 16 contains 5327 members 
Mstep: Class 17 contains 7574 members 
Mstep: Class 18 contains 26475 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 13354 members 
Mstep: Class 22 contains 11723 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4426 members 
Mstep: Class 25 contains 13108 members 
Mstep: Class 26 contains 4691 members 
Mstep: Class 27 contains 2531 members 
Mstep: Class 28 contains 1092 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848368.000000 Penalty: 102018.117188
Iteration 74Q: 32 clusters Score -7.384837e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 26953 members 
Mstep: Class 3 contains 136541 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22364 members 
Mstep: Class 6 contains 125832 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36639 members 
Mstep: Class 9 contains 9898 members 
Mstep: Class 10 contains 14205 members 
Mstep: Class 11 contains 9805 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 37782 members 
Mstep: Class 14 contains 2875 members 
Mstep: Class 15 contains 18588 members 
Mstep: Class 16 contains 5329 members 
Mstep: Class 17 contains 7518 members 
Mstep: Class 18 contains 26475 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 13385 members 
Mstep: Class 22 contains 11729 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4424 members 
Mstep: Class 25 contains 13107 members 
Mstep: Class 26 contains 4693 members 
Mstep: Class 27 contains 2532 members 
Mstep: Class 28 contains 1092 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848656.000000 Penalty: 102018.117188
Iteration 75Q: 32 clusters Score -7.384866e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 26955 members 
Mstep: Class 3 contains 136541 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22364 members 
Mstep: Class 6 contains 125832 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36639 members 
Mstep: Class 9 contains 9898 members 
Mstep: Class 10 contains 14268 members 
Mstep: Class 11 contains 9808 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 37743 members 
Mstep: Class 14 contains 2875 members 
Mstep: Class 15 contains 18586 members 
Mstep: Class 16 contains 5330 members 
Mstep: Class 17 contains 7457 members 
Mstep: Class 18 contains 26474 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 13409 members 
Mstep: Class 22 contains 11735 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4420 members 
Mstep: Class 25 contains 13108 members 
Mstep: Class 26 contains 4698 members 
Mstep: Class 27 contains 2531 members 
Mstep: Class 28 contains 1092 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848576.000000 Penalty: 102018.117188
Iteration 76Q: 32 clusters Score -7.384858e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 26955 members 
Mstep: Class 3 contains 136538 members 
Mstep: Class 4 contains 5523 members 
Mstep: Class 5 contains 22364 members 
Mstep: Class 6 contains 125829 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36639 members 
Mstep: Class 9 contains 9899 members 
Mstep: Class 10 contains 14318 members 
Mstep: Class 11 contains 9812 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 37705 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 18584 members 
Mstep: Class 16 contains 5331 members 
Mstep: Class 17 contains 7409 members 
Mstep: Class 18 contains 26472 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 13436 members 
Mstep: Class 22 contains 11742 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4419 members 
Mstep: Class 25 contains 13108 members 
Mstep: Class 26 contains 4700 members 
Mstep: Class 27 contains 2532 members 
Mstep: Class 28 contains 1092 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848544.000000 Penalty: 102018.117188
Iteration 77Q: 32 clusters Score -7.384854e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 26956 members 
Mstep: Class 3 contains 136537 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 22364 members 
Mstep: Class 6 contains 125828 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36639 members 
Mstep: Class 9 contains 9898 members 
Mstep: Class 10 contains 14362 members 
Mstep: Class 11 contains 9820 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 37669 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 18582 members 
Mstep: Class 16 contains 5331 members 
Mstep: Class 17 contains 7362 members 
Mstep: Class 18 contains 26473 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 13466 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4416 members 
Mstep: Class 25 contains 13108 members 
Mstep: Class 26 contains 4700 members 
Mstep: Class 27 contains 2532 members 
Mstep: Class 28 contains 1092 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848584.000000 Penalty: 102018.117188
Iteration 78Q: 32 clusters Score -7.384858e+07 nChanged 111
Entering ConstructFrom: 
Score: -73848584.000000 Penalty: 102018.117188
Entering ConstructFrom: 
Trying to split cluster 1 (21470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Entering Unmasked Estep 
Score: -2778193.500000 Penalty: 2473.654053
	Iteration 0F: 2 clusters Score -2778194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2763280.750000 Penalty: 4947.308105
	Iteration 0F: 3 clusters Score -2763281 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2768296.500000 Penalty: 4947.308105
	Iteration 1F: 3 clusters Score -2768296 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2768715.500000 Penalty: 4947.308105
	Iteration 2F: 3 clusters Score -2768716 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2769070.250000 Penalty: 4947.308105
	Iteration 3Q: 3 clusters Score -2769070 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2769424.000000 Penalty: 4947.308105
	Iteration 4Q: 3 clusters Score -2769424 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2769805.250000 Penalty: 4947.308105
	Iteration 5Q: 3 clusters Score -2769805 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2770301.500000 Penalty: 4947.308105
	Iteration 6Q: 3 clusters Score -2770302 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2770859.750000 Penalty: 4947.308105
	Iteration 7Q: 3 clusters Score -2770860 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2771465.250000 Penalty: 4947.308105
	Iteration 8Q: 3 clusters Score -2771465 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2772038.250000 Penalty: 4947.308105
	Iteration 9Q: 3 clusters Score -2772038 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2772623.500000 Penalty: 4947.308105
	Iteration 10Q: 3 clusters Score -2772624 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2773198.500000 Penalty: 4947.308105
	Iteration 11Q: 3 clusters Score -2773198 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2773874.750000 Penalty: 4947.308105
	Iteration 12Q: 3 clusters Score -2773875 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2774582.250000 Penalty: 4947.308105
	Iteration 13Q: 3 clusters Score -2774582 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2775203.250000 Penalty: 4947.308105
	Iteration 14Q: 3 clusters Score -2775203 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2775624.250000 Penalty: 4947.308105
	Iteration 15Q: 3 clusters Score -2775624 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2775959.750000 Penalty: 4947.308105
	Iteration 16Q: 3 clusters Score -2775960 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2776220.250000 Penalty: 4947.308105
	Iteration 17Q: 3 clusters Score -2776220 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2776489.750000 Penalty: 4947.308105
	Iteration 18Q: 3 clusters Score -2776490 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2776655.500000 Penalty: 4947.308105
	Iteration 19Q: 3 clusters Score -2776656 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2776778.250000 Penalty: 4947.308105
	Iteration 20F: 3 clusters Score -2776778 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2776869.500000 Penalty: 4947.308105
	Iteration 21Q: 3 clusters Score -2776870 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2776925.000000 Penalty: 4947.308105
	Iteration 22Q: 3 clusters Score -2776925 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2776962.500000 Penalty: 4947.308105
	Iteration 23Q: 3 clusters Score -2776962 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2776986.750000 Penalty: 4947.308105
	Iteration 24Q: 3 clusters Score -2776987 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2777018.000000 Penalty: 4947.308105
	Iteration 25Q: 3 clusters Score -2777018 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2777024.250000 Penalty: 4947.308105
	Iteration 26Q: 3 clusters Score -2777024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2777038.750000 Penalty: 4947.308105
	Iteration 27Q: 3 clusters Score -2777039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2777046.500000 Penalty: 4947.308105
	Iteration 28Q: 3 clusters Score -2777046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2777051.750000 Penalty: 4947.308105
	Iteration 29Q: 3 clusters Score -2777052 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2777067.250000 Penalty: 4947.308105
	Iteration 30Q: 3 clusters Score -2777067 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2777067.500000 Penalty: 4947.308105
	Iteration 31Q: 3 clusters Score -2777068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2777062.500000 Penalty: 4947.308105
	Iteration 32Q: 3 clusters Score -2777062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2777064.250000 Penalty: 4947.308105
	Iteration 33Q: 3 clusters Score -2777064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2777057.500000 Penalty: 4947.308105
	Iteration 34Q: 3 clusters Score -2777058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2777063.250000 Penalty: 4947.308105
	Iteration 35Q: 3 clusters Score -2777063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2777068.250000 Penalty: 4947.308105
	Iteration 36Q: 3 clusters Score -2777068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2777066.750000 Penalty: 4947.308105
	Iteration 37Q: 3 clusters Score -2777067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2777068.250000 Penalty: 4947.308105
	Iteration 38Q: 3 clusters Score -2777068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2777069.000000 Penalty: 4947.308105
	Iteration 39Q: 3 clusters Score -2777069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2777067.250000 Penalty: 4947.308105
	Iteration 40F: 3 clusters Score -2777067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Entering Unmasked Estep 
Score: -3592696.750000 Penalty: 2530.086426
	Iteration 0F: 2 clusters Score -3592697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3574235.750000 Penalty: 5060.172852
	Iteration 0F: 3 clusters Score -3574236 nChanged 11935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3580741.750000 Penalty: 5060.172852
	Iteration 1F: 3 clusters Score -3580742 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -3581309.000000 Penalty: 5060.172852
	Iteration 2F: 3 clusters Score -3581309 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -3581951.000000 Penalty: 5060.172852
	Iteration 3F: 3 clusters Score -3581951 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -3582770.250000 Penalty: 5060.172852
	Iteration 4F: 3 clusters Score -3582770 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -3583922.000000 Penalty: 5060.172852
	Iteration 5F: 3 clusters Score -3583922 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3585362.000000 Penalty: 5060.172852
	Iteration 6F: 3 clusters Score -3585362 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3586863.500000 Penalty: 5060.172852
	Iteration 7F: 3 clusters Score -3586864 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3588130.500000 Penalty: 5060.172852
	Iteration 8F: 3 clusters Score -3588130 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3588879.250000 Penalty: 5060.172852
	Iteration 9Q: 3 clusters Score -3588879 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -3589265.250000 Penalty: 5060.172852
	Iteration 10Q: 3 clusters Score -3589265 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -3589478.250000 Penalty: 5060.172852
	Iteration 11Q: 3 clusters Score -3589478 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -3589624.000000 Penalty: 5060.172852
	Iteration 12Q: 3 clusters Score -3589624 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -3589732.500000 Penalty: 5060.172852
	Iteration 13Q: 3 clusters Score -3589732 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -3589800.000000 Penalty: 5060.172852
	Iteration 14Q: 3 clusters Score -3589800 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -3589853.750000 Penalty: 5060.172852
	Iteration 15Q: 3 clusters Score -3589854 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3589860.500000 Penalty: 5060.172852
	Iteration 16Q: 3 clusters Score -3589860 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -3589889.750000 Penalty: 5060.172852
	Iteration 17Q: 3 clusters Score -3589890 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3589914.000000 Penalty: 5060.172852
	Iteration 18Q: 3 clusters Score -3589914 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -3589927.250000 Penalty: 5060.172852
	Iteration 19Q: 3 clusters Score -3589927 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3589938.000000 Penalty: 5060.172852
	Iteration 20F: 3 clusters Score -3589938 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -3589957.000000 Penalty: 5060.172852
	Iteration 21Q: 3 clusters Score -3589957 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3589978.500000 Penalty: 5060.172852
	Iteration 22Q: 3 clusters Score -3589978 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -3589984.500000 Penalty: 5060.172852
	Iteration 23Q: 3 clusters Score -3589984 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3589993.500000 Penalty: 5060.172852
	Iteration 24Q: 3 clusters Score -3589994 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -3590014.500000 Penalty: 5060.172852
	Iteration 25Q: 3 clusters Score -3590014 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -3590025.000000 Penalty: 5060.172852
	Iteration 26Q: 3 clusters Score -3590025 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -3590046.500000 Penalty: 5060.172852
	Iteration 27Q: 3 clusters Score -3590046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3590053.000000 Penalty: 5060.172852
	Iteration 28Q: 3 clusters Score -3590053 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -3590064.500000 Penalty: 5060.172852
	Iteration 29Q: 3 clusters Score -3590064 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3590085.000000 Penalty: 5060.172852
	Iteration 30Q: 3 clusters Score -3590085 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3590087.500000 Penalty: 5060.172852
	Iteration 31Q: 3 clusters Score -3590088 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3590113.500000 Penalty: 5060.172852
	Iteration 32Q: 3 clusters Score -3590114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3590122.750000 Penalty: 5060.172852
	Iteration 33Q: 3 clusters Score -3590123 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3590124.000000 Penalty: 5060.172852
	Iteration 34Q: 3 clusters Score -3590124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3590133.750000 Penalty: 5060.172852
	Iteration 35Q: 3 clusters Score -3590134 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3590142.750000 Penalty: 5060.172852
	Iteration 36Q: 3 clusters Score -3590143 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3590147.500000 Penalty: 5060.172852
	Iteration 37Q: 3 clusters Score -3590148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3590166 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3590170.000000 Penalty: 5060.172852
	Iteration 39Q: 3 clusters Score -3590170 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3590184.000000 Penalty: 5060.172852
	Iteration 40F: 3 clusters Score -3590184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3590188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3590201.000000 Penalty: 5060.172852
	Iteration 42Q: 3 clusters Score -3590201 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3590206.750000 Penalty: 5060.172852
	Iteration 43Q: 3 clusters Score -3590207 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3590223.000000 Penalty: 5060.172852
	Iteration 44Q: 3 clusters Score -3590223 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -3590242.750000 Penalty: 5060.172852
	Iteration 45Q: 3 clusters Score -3590243 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3590245.000000 Penalty: 5060.172852
	Iteration 46Q: 3 clusters Score -3590245 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3590251.250000 Penalty: 5060.172852
	Iteration 47Q: 3 clusters Score -3590251 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3590260.750000 Penalty: 5060.172852
	Iteration 48Q: 3 clusters Score -3590261 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3590271.250000 Penalty: 5060.172852
	Iteration 49Q: 3 clusters Score -3590271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3590276.500000 Penalty: 5060.172852
	Iteration 50Q: 3 clusters Score -3590276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3590282.000000 Penalty: 5060.172852
	Iteration 51Q: 3 clusters Score -3590282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3590296.750000 Penalty: 5060.172852
	Iteration 52Q: 3 clusters Score -3590297 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3590302.000000 Penalty: 5060.172852
	Iteration 53Q: 3 clusters Score -3590302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3590308.000000 Penalty: 5060.172852
	Iteration 54Q: 3 clusters Score -3590308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3590305.500000 Penalty: 5060.172852
	Iteration 55Q: 3 clusters Score -3590306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3590317.500000 Penalty: 5060.172852
	Iteration 56Q: 3 clusters Score -3590318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3590332.750000 Penalty: 5060.172852
	Iteration 57Q: 3 clusters Score -3590333 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3590349.500000 Penalty: 5060.172852
	Iteration 58Q: 3 clusters Score -3590350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3590344.500000 Penalty: 5060.172852
	Iteration 59Q: 3 clusters Score -3590344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3590355.750000 Penalty: 5060.172852
	Iteration 60F: 3 clusters Score -3590356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3590352.750000 Penalty: 5060.172852
	Iteration 61Q: 3 clusters Score -3590353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3590356.750000 Penalty: 5060.172852
	Iteration 62Q: 3 clusters Score -3590357 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3590373.000000 Penalty: 5060.172852
	Iteration 63Q: 3 clusters Score -3590373 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3590394.250000 Penalty: 5060.172852
	Iteration 64Q: 3 clusters Score -3590394 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3590402.500000 Penalty: 5060.172852
	Iteration 65Q: 3 clusters Score -3590402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3590401.250000 Penalty: 5060.172852
	Iteration 66Q: 3 clusters Score -3590401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3590418.250000 Penalty: 5060.172852
	Iteration 67Q: 3 clusters Score -3590418 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3590430.500000 Penalty: 5060.172852
	Iteration 68Q: 3 clusters Score -3590430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3590434.000000 Penalty: 5060.172852
	Iteration 69Q: 3 clusters Score -3590434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3590447.250000 Penalty: 5060.172852
	Iteration 70Q: 3 clusters Score -3590447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3590462.000000 Penalty: 5060.172852
	Iteration 71Q: 3 clusters Score -3590462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3590473.750000 Penalty: 5060.172852
	Iteration 72Q: 3 clusters Score -3590474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3590474.750000 Penalty: 5060.172852
	Iteration 73Q: 3 clusters Score -3590475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3590495.750000 Penalty: 5060.172852
	Iteration 74Q: 3 clusters Score -3590496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3590505.750000 Penalty: 5060.172852
	Iteration 75Q: 3 clusters Score -3590506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3590520.750000 Penalty: 5060.172852
	Iteration 76Q: 3 clusters Score -3590521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3590520.000000 Penalty: 5060.172852
	Iteration 77Q: 3 clusters Score -3590520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3590536.500000 Penalty: 5060.172852
	Iteration 78Q: 3 clusters Score -3590536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3590546.000000 Penalty: 5060.172852
	Iteration 79Q: 3 clusters Score -3590546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3590548.500000 Penalty: 5060.172852
	Iteration 80F: 3 clusters Score -3590548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3590561.000000 Penalty: 5060.172852
	Iteration 81Q: 3 clusters Score -3590561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3590561.750000 Penalty: 5060.172852
	Iteration 82Q: 3 clusters Score -3590562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3590565.250000 Penalty: 5060.172852
	Iteration 83Q: 3 clusters Score -3590565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3590570.500000 Penalty: 5060.172852
	Iteration 84Q: 3 clusters Score -3590570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3590585.250000 Penalty: 5060.172852
	Iteration 85Q: 3 clusters Score -3590585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3590600.000000 Penalty: 5060.172852
	Iteration 86Q: 3 clusters Score -3590600 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3590623.750000 Penalty: 5060.172852
	Iteration 87Q: 3 clusters Score -3590624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3590644.750000 Penalty: 5060.172852
	Iteration 88Q: 3 clusters Score -3590645 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3590662.250000 Penalty: 5060.172852
	Iteration 89Q: 3 clusters Score -3590662 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3590670.250000 Penalty: 5060.172852
	Iteration 90Q: 3 clusters Score -3590670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3590691.250000 Penalty: 5060.172852
	Iteration 91Q: 3 clusters Score -3590691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3590698.250000 Penalty: 5060.172852
	Iteration 92Q: 3 clusters Score -3590698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3590710.750000 Penalty: 5060.172852
	Iteration 93Q: 3 clusters Score -3590711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3590720.750000 Penalty: 5060.172852
	Iteration 94Q: 3 clusters Score -3590721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3590724.250000 Penalty: 5060.172852
	Iteration 95Q: 3 clusters Score -3590724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3590743.000000 Penalty: 5060.172852
	Iteration 96Q: 3 clusters Score -3590743 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3590743.250000 Penalty: 5060.172852
	Iteration 97Q: 3 clusters Score -3590743 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3590742.750000 Penalty: 5060.172852
	Iteration 98Q: 3 clusters Score -3590743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3590755.750000 Penalty: 5060.172852
	Iteration 99Q: 3 clusters Score -3590756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3590761.000000 Penalty: 5060.172852
	Iteration 100F: 3 clusters Score -3590761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3590766.250000 Penalty: 5060.172852
	Iteration 101Q: 3 clusters Score -3590766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3590762.500000 Penalty: 5060.172852
	Iteration 102Q: 3 clusters Score -3590762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3590771.250000 Penalty: 5060.172852
	Iteration 103Q: 3 clusters Score -3590771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3590770.750000 Penalty: 5060.172852
	Iteration 104Q: 3 clusters Score -3590771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3590770.250000 Penalty: 5060.172852
	Iteration 105Q: 3 clusters Score -3590770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3590773.250000 Penalty: 5060.172852
	Iteration 106Q: 3 clusters Score -3590773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3590775.000000 Penalty: 5060.172852
	Iteration 107Q: 3 clusters Score -3590775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3590776.000000 Penalty: 5060.172852
	Iteration 108Q: 3 clusters Score -3590776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3590775.500000 Penalty: 5060.172852
	Iteration 109Q: 3 clusters Score -3590776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3590775.250000 Penalty: 5060.172852
	Iteration 110Q: 3 clusters Score -3590775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3590781.250000 Penalty: 5060.172852
	Iteration 111Q: 3 clusters Score -3590781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3590784.250000 Penalty: 5060.172852
	Iteration 112Q: 3 clusters Score -3590784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3590794.000000 Penalty: 5060.172852
	Iteration 113Q: 3 clusters Score -3590794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3590798.250000 Penalty: 5060.172852
	Iteration 114Q: 3 clusters Score -3590798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3590794.750000 Penalty: 5060.172852
	Iteration 115Q: 3 clusters Score -3590795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3590791.000000 Penalty: 5060.172852
	Iteration 116Q: 3 clusters Score -3590791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3590799.750000 Penalty: 5060.172852
	Iteration 117Q: 3 clusters Score -3590800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3590800.500000 Penalty: 5060.172852
	Iteration 118Q: 3 clusters Score -3590800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3590800.000000 Penalty: 5060.172852
	Iteration 119Q: 3 clusters Score -3590800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3590800.000000 Penalty: 5060.172852
	Iteration 120F: 3 clusters Score -3590800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (136535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136535 members 
Entering Unmasked Estep 
Score: -17866198.000000 Penalty: 2932.435303
	Iteration 0F: 2 clusters Score -1.78662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68659 members 
Mstep: Class 2 contains 67876 members 
Entering Unmasked Estep 
Score: -17775180.000000 Penalty: 5864.870605
	Iteration 0F: 3 clusters Score -1.777518e+07 nChanged 65164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -17813198.000000 Penalty: 5864.870605
	Iteration 1F: 3 clusters Score -1.78132e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71766 members 
Mstep: Class 2 contains 64769 members 
Entering Unmasked Estep 
Score: -17815432.000000 Penalty: 5864.870605
	Iteration 2Q: 3 clusters Score -1.781543e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 63700 members 
Entering Unmasked Estep 
Score: -17819058.000000 Penalty: 5864.870605
	Iteration 3F: 3 clusters Score -1.781906e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -17824676.000000 Penalty: 5864.870605
	Iteration 4F: 3 clusters Score -1.782468e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -17831246.000000 Penalty: 5864.870605
	Iteration 5F: 3 clusters Score -1.783125e+07 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77485 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -17837010.000000 Penalty: 5864.870605
	Iteration 6F: 3 clusters Score -1.783701e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79707 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -17841142.000000 Penalty: 5864.870605
	Iteration 7F: 3 clusters Score -1.784114e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82288 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -17844334.000000 Penalty: 5864.870605
	Iteration 8Q: 3 clusters Score -1.784433e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85046 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -17846542.000000 Penalty: 5864.870605
	Iteration 9Q: 3 clusters Score -1.784654e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87962 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -17848626.000000 Penalty: 5864.870605
	Iteration 10Q: 3 clusters Score -1.784863e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90897 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -17850430.000000 Penalty: 5864.870605
	Iteration 11Q: 3 clusters Score -1.785043e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93591 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -17851926.000000 Penalty: 5864.870605
	Iteration 12Q: 3 clusters Score -1.785193e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -17853018.000000 Penalty: 5864.870605
	Iteration 13Q: 3 clusters Score -1.785302e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98301 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -17853838.000000 Penalty: 5864.870605
	Iteration 14Q: 3 clusters Score -1.785384e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100410 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -17854508.000000 Penalty: 5864.870605
	Iteration 15Q: 3 clusters Score -1.785451e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102511 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -17855274.000000 Penalty: 5864.870605
	Iteration 16Q: 3 clusters Score -1.785527e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104560 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -17855910.000000 Penalty: 5864.870605
	Iteration 17Q: 3 clusters Score -1.785591e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106526 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -17856504.000000 Penalty: 5864.870605
	Iteration 18Q: 3 clusters Score -1.78565e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108448 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -17857018.000000 Penalty: 5864.870605
	Iteration 19Q: 3 clusters Score -1.785702e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110297 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -17857606.000000 Penalty: 5864.870605
	Iteration 20F: 3 clusters Score -1.785761e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112164 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -17858112.000000 Penalty: 5864.870605
	Iteration 21Q: 3 clusters Score -1.785811e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114123 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -17858666.000000 Penalty: 5864.870605
	Iteration 22Q: 3 clusters Score -1.785867e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115972 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -17859154.000000 Penalty: 5864.870605
	Iteration 23Q: 3 clusters Score -1.785915e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117692 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -17859664.000000 Penalty: 5864.870605
	Iteration 24Q: 3 clusters Score -1.785966e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119301 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -17860122.000000 Penalty: 5864.870605
	Iteration 25Q: 3 clusters Score -1.786012e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120772 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -17860604.000000 Penalty: 5864.870605
	Iteration 26Q: 3 clusters Score -1.78606e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122199 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -17860888.000000 Penalty: 5864.870605
	Iteration 27Q: 3 clusters Score -1.786089e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123550 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -17861310.000000 Penalty: 5864.870605
	Iteration 28Q: 3 clusters Score -1.786131e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124780 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -17861588.000000 Penalty: 5864.870605
	Iteration 29Q: 3 clusters Score -1.786159e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125875 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -17861888.000000 Penalty: 5864.870605
	Iteration 30Q: 3 clusters Score -1.786189e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126952 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -17862150.000000 Penalty: 5864.870605
	Iteration 31Q: 3 clusters Score -1.786215e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127889 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -17862330.000000 Penalty: 5864.870605
	Iteration 32Q: 3 clusters Score -1.786233e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128737 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -17862456.000000 Penalty: 5864.870605
	Iteration 33Q: 3 clusters Score -1.786246e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129464 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -17862706.000000 Penalty: 5864.870605
	Iteration 34Q: 3 clusters Score -1.786271e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130112 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -17862902.000000 Penalty: 5864.870605
	Iteration 35Q: 3 clusters Score -1.78629e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130627 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -17863100.000000 Penalty: 5864.870605
	Iteration 36Q: 3 clusters Score -1.78631e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131114 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -17863174.000000 Penalty: 5864.870605
	Iteration 37Q: 3 clusters Score -1.786317e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131533 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -17863248.000000 Penalty: 5864.870605
	Iteration 38Q: 3 clusters Score -1.786325e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131902 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -17863342.000000 Penalty: 5864.870605
	Iteration 39Q: 3 clusters Score -1.786334e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132208 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -17863448.000000 Penalty: 5864.870605
	Iteration 40F: 3 clusters Score -1.786345e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132476 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -17863496.000000 Penalty: 5864.870605
	Iteration 41Q: 3 clusters Score -1.78635e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132704 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -17863534.000000 Penalty: 5864.870605
	Iteration 42Q: 3 clusters Score -1.786353e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132903 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -17863592.000000 Penalty: 5864.870605
	Iteration 43Q: 3 clusters Score -1.786359e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133086 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -17863644.000000 Penalty: 5864.870605
	Iteration 44Q: 3 clusters Score -1.786364e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133256 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -17863688.000000 Penalty: 5864.870605
	Iteration 45Q: 3 clusters Score -1.786369e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133390 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -17863718.000000 Penalty: 5864.870605
	Iteration 46Q: 3 clusters Score -1.786372e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133501 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -17863744.000000 Penalty: 5864.870605
	Iteration 47Q: 3 clusters Score -1.786374e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133587 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -17863746.000000 Penalty: 5864.870605
	Iteration 48Q: 3 clusters Score -1.786375e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133664 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -17863760.000000 Penalty: 5864.870605
	Iteration 49Q: 3 clusters Score -1.786376e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133737 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -17863798.000000 Penalty: 5864.870605
	Iteration 50Q: 3 clusters Score -1.78638e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133808 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -17863774.000000 Penalty: 5864.870605
	Iteration 51Q: 3 clusters Score -1.786377e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133867 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -17863796.000000 Penalty: 5864.870605
	Iteration 52Q: 3 clusters Score -1.78638e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133926 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -17863828.000000 Penalty: 5864.870605
	Iteration 53Q: 3 clusters Score -1.786383e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133981 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -17863856.000000 Penalty: 5864.870605
	Iteration 54Q: 3 clusters Score -1.786386e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134026 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -17863876.000000 Penalty: 5864.870605
	Iteration 55Q: 3 clusters Score -1.786388e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134059 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -17863888.000000 Penalty: 5864.870605
	Iteration 56Q: 3 clusters Score -1.786389e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134094 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -17863910.000000 Penalty: 5864.870605
	Iteration 57Q: 3 clusters Score -1.786391e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134120 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -17863906.000000 Penalty: 5864.870605
	Iteration 58Q: 3 clusters Score -1.786391e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134154 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -17863934.000000 Penalty: 5864.870605
	Iteration 59Q: 3 clusters Score -1.786393e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134184 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -17863932.000000 Penalty: 5864.870605
	Iteration 60F: 3 clusters Score -1.786393e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134205 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -17863924.000000 Penalty: 5864.870605
	Iteration 61Q: 3 clusters Score -1.786392e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134240 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -17863936.000000 Penalty: 5864.870605
	Iteration 62Q: 3 clusters Score -1.786394e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134265 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -17863940.000000 Penalty: 5864.870605
	Iteration 63Q: 3 clusters Score -1.786394e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134298 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -17863936.000000 Penalty: 5864.870605
	Iteration 64Q: 3 clusters Score -1.786394e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134319 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -17863934.000000 Penalty: 5864.870605
	Iteration 65Q: 3 clusters Score -1.786393e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134338 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -17863948.000000 Penalty: 5864.870605
	Iteration 66Q: 3 clusters Score -1.786395e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134357 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -17863940.000000 Penalty: 5864.870605
	Iteration 67Q: 3 clusters Score -1.786394e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134377 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -17863934.000000 Penalty: 5864.870605
	Iteration 68Q: 3 clusters Score -1.786393e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134400 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -17863946.000000 Penalty: 5864.870605
	Iteration 69Q: 3 clusters Score -1.786395e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134419 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -17863942.000000 Penalty: 5864.870605
	Iteration 70Q: 3 clusters Score -1.786394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134442 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -17863954.000000 Penalty: 5864.870605
	Iteration 71Q: 3 clusters Score -1.786395e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134462 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -17863970.000000 Penalty: 5864.870605
	Iteration 72Q: 3 clusters Score -1.786397e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134486 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -17863974.000000 Penalty: 5864.870605
	Iteration 73Q: 3 clusters Score -1.786397e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134499 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -17863986.000000 Penalty: 5864.870605
	Iteration 74Q: 3 clusters Score -1.786399e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134515 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -17863986.000000 Penalty: 5864.870605
	Iteration 75Q: 3 clusters Score -1.786399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134524 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -17863982.000000 Penalty: 5864.870605
	Iteration 76Q: 3 clusters Score -1.786398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134526 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -17863972.000000 Penalty: 5864.870605
	Iteration 77Q: 3 clusters Score -1.786397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134532 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -17863984.000000 Penalty: 5864.870605
	Iteration 78Q: 3 clusters Score -1.786398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134534 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -17863988.000000 Penalty: 5864.870605
	Iteration 79Q: 3 clusters Score -1.786399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134540 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -17863994.000000 Penalty: 5864.870605
	Iteration 80F: 3 clusters Score -1.786399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134545 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -17864000.000000 Penalty: 5864.870605
	Iteration 81Q: 3 clusters Score -1.7864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134549 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -17863990.000000 Penalty: 5864.870605
	Iteration 82Q: 3 clusters Score -1.786399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134551 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -17863988.000000 Penalty: 5864.870605
	Iteration 83Q: 3 clusters Score -1.786399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134552 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -17863982.000000 Penalty: 5864.870605
	Iteration 84Q: 3 clusters Score -1.786398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134555 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -17863984.000000 Penalty: 5864.870605
	Iteration 85Q: 3 clusters Score -1.786398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134558 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -17863986.000000 Penalty: 5864.870605
	Iteration 86Q: 3 clusters Score -1.786399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134558 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -17863990.000000 Penalty: 5864.870605
	Iteration 87Q: 3 clusters Score -1.786399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134564 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -17863984.000000 Penalty: 5864.870605
	Iteration 88Q: 3 clusters Score -1.786398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134568 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -17863986.000000 Penalty: 5864.870605
	Iteration 89Q: 3 clusters Score -1.786399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134569 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -17863986.000000 Penalty: 5864.870605
	Iteration 90Q: 3 clusters Score -1.786399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134571 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -17863990.000000 Penalty: 5864.870605
	Iteration 91Q: 3 clusters Score -1.786399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134573 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -17863992.000000 Penalty: 5864.870605
	Iteration 92Q: 3 clusters Score -1.786399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134574 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -17864002.000000 Penalty: 5864.870605
	Iteration 93Q: 3 clusters Score -1.7864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134575 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -17863996.000000 Penalty: 5864.870605
	Iteration 94Q: 3 clusters Score -1.7864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134575 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -17863996.000000 Penalty: 5864.870605
	Iteration 95F: 3 clusters Score -1.7864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Entering Unmasked Estep 
Score: -723736.562500 Penalty: 2136.890869
	Iteration 0F: 2 clusters Score -723736.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -718859.875000 Penalty: 4273.781738
	Iteration 0F: 3 clusters Score -718859.9 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -720344.812500 Penalty: 4273.781738
	Iteration 1F: 3 clusters Score -720344.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -720826.250000 Penalty: 4273.781738
	Iteration 2F: 3 clusters Score -720826.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -721236.437500 Penalty: 4273.781738
	Iteration 3F: 3 clusters Score -721236.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -721563.625000 Penalty: 4273.781738
	Iteration 4F: 3 clusters Score -721563.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -721838.562500 Penalty: 4273.781738
	Iteration 5F: 3 clusters Score -721838.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -722072.250000 Penalty: 4273.781738
	Iteration 6Q: 3 clusters Score -722072.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -722290.437500 Penalty: 4273.781738
	Iteration 7Q: 3 clusters Score -722290.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -722463.625000 Penalty: 4273.781738
	Iteration 8Q: 3 clusters Score -722463.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -722600.250000 Penalty: 4273.781738
	Iteration 9Q: 3 clusters Score -722600.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -722695.250000 Penalty: 4273.781738
	Iteration 10Q: 3 clusters Score -722695.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -722740.875000 Penalty: 4273.781738
	Iteration 11Q: 3 clusters Score -722740.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -722774.625000 Penalty: 4273.781738
	Iteration 12Q: 3 clusters Score -722774.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -722792.125000 Penalty: 4273.781738
	Iteration 13Q: 3 clusters Score -722792.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -722808.687500 Penalty: 4273.781738
	Iteration 14Q: 3 clusters Score -722808.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -722824.812500 Penalty: 4273.781738
	Iteration 15Q: 3 clusters Score -722824.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -722836.875000 Penalty: 4273.781738
	Iteration 16Q: 3 clusters Score -722836.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -722846.375000 Penalty: 4273.781738
	Iteration 17Q: 3 clusters Score -722846.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -722853.187500 Penalty: 4273.781738
	Iteration 18Q: 3 clusters Score -722853.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -722862.250000 Penalty: 4273.781738
	Iteration 19Q: 3 clusters Score -722862.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -722867.750000 Penalty: 4273.781738
	Iteration 20F: 3 clusters Score -722867.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -722871.125000 Penalty: 4273.781738
	Iteration 21Q: 3 clusters Score -722871.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -722873.000000 Penalty: 4273.781738
	Iteration 22Q: 3 clusters Score -722873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -722875.375000 Penalty: 4273.781738
	Iteration 23Q: 3 clusters Score -722875.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -722877.062500 Penalty: 4273.781738
	Iteration 24Q: 3 clusters Score -722877.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -722878.125000 Penalty: 4273.781738
	Iteration 25Q: 3 clusters Score -722878.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -722880.062500 Penalty: 4273.781738
	Iteration 26Q: 3 clusters Score -722880.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -722879.937500 Penalty: 4273.781738
	Iteration 27Q: 3 clusters Score -722879.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -722879.937500 Penalty: 4273.781738
	Iteration 28F: 3 clusters Score -722879.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Entering Unmasked Estep 
Score: -2883027.250000 Penalty: 2483.771729
	Iteration 0F: 2 clusters Score -2883027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2867350.250000 Penalty: 4967.543457
	Iteration 0F: 3 clusters Score -2867350 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2873067.000000 Penalty: 4967.543457
	Iteration 1F: 3 clusters Score -2873067 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2873949.500000 Penalty: 4967.543457
	Iteration 2F: 3 clusters Score -2873950 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2875113.250000 Penalty: 4967.543457
	Iteration 3F: 3 clusters Score -2875113 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2876265.500000 Penalty: 4967.543457
	Iteration 4F: 3 clusters Score -2876266 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2877254.750000 Penalty: 4967.543457
	Iteration 5F: 3 clusters Score -2877255 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2877975.250000 Penalty: 4967.543457
	Iteration 6F: 3 clusters Score -2877975 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2878486.750000 Penalty: 4967.543457
	Iteration 7Q: 3 clusters Score -2878487 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2878877.000000 Penalty: 4967.543457
	Iteration 8Q: 3 clusters Score -2878877 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2879190.750000 Penalty: 4967.543457
	Iteration 9Q: 3 clusters Score -2879191 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2879513.250000 Penalty: 4967.543457
	Iteration 10Q: 3 clusters Score -2879513 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2879780.750000 Penalty: 4967.543457
	Iteration 11Q: 3 clusters Score -2879781 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2879991.750000 Penalty: 4967.543457
	Iteration 12Q: 3 clusters Score -2879992 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2880170.500000 Penalty: 4967.543457
	Iteration 13Q: 3 clusters Score -2880170 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2880338.250000 Penalty: 4967.543457
	Iteration 14Q: 3 clusters Score -2880338 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2880449.750000 Penalty: 4967.543457
	Iteration 15Q: 3 clusters Score -2880450 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2880535.250000 Penalty: 4967.543457
	Iteration 16Q: 3 clusters Score -2880535 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2880605.250000 Penalty: 4967.543457
	Iteration 17Q: 3 clusters Score -2880605 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2880670.250000 Penalty: 4967.543457
	Iteration 18Q: 3 clusters Score -2880670 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2880725.750000 Penalty: 4967.543457
	Iteration 19Q: 3 clusters Score -2880726 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2880772.500000 Penalty: 4967.543457
	Iteration 20F: 3 clusters Score -2880772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2880807.500000 Penalty: 4967.543457
	Iteration 21Q: 3 clusters Score -2880808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2880821.250000 Penalty: 4967.543457
	Iteration 22Q: 3 clusters Score -2880821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2880835.250000 Penalty: 4967.543457
	Iteration 23Q: 3 clusters Score -2880835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2880850.250000 Penalty: 4967.543457
	Iteration 24Q: 3 clusters Score -2880850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2880868.500000 Penalty: 4967.543457
	Iteration 25Q: 3 clusters Score -2880868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2880889.500000 Penalty: 4967.543457
	Iteration 26Q: 3 clusters Score -2880890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2880899.750000 Penalty: 4967.543457
	Iteration 27Q: 3 clusters Score -2880900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2880910.500000 Penalty: 4967.543457
	Iteration 28Q: 3 clusters Score -2880910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2880930.250000 Penalty: 4967.543457
	Iteration 29Q: 3 clusters Score -2880930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2880931.000000 Penalty: 4967.543457
	Iteration 30Q: 3 clusters Score -2880931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2880941.750000 Penalty: 4967.543457
	Iteration 31Q: 3 clusters Score -2880942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2880948.500000 Penalty: 4967.543457
	Iteration 32Q: 3 clusters Score -2880948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2880952.000000 Penalty: 4967.543457
	Iteration 33Q: 3 clusters Score -2880952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2880958.750000 Penalty: 4967.543457
	Iteration 34Q: 3 clusters Score -2880959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2880962.750000 Penalty: 4967.543457
	Iteration 35Q: 3 clusters Score -2880963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2880961.250000 Penalty: 4967.543457
	Iteration 36Q: 3 clusters Score -2880961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2880968.250000 Penalty: 4967.543457
	Iteration 37Q: 3 clusters Score -2880968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2880973.250000 Penalty: 4967.543457
	Iteration 38Q: 3 clusters Score -2880973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2880982.250000 Penalty: 4967.543457
	Iteration 39Q: 3 clusters Score -2880982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2880982.500000 Penalty: 4967.543457
	Iteration 40F: 3 clusters Score -2880982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2880984.250000 Penalty: 4967.543457
	Iteration 41Q: 3 clusters Score -2880984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2880981.250000 Penalty: 4967.543457
	Iteration 42Q: 3 clusters Score -2880981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2880982.750000 Penalty: 4967.543457
	Iteration 43Q: 3 clusters Score -2880983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2880985.000000 Penalty: 4967.543457
	Iteration 44Q: 3 clusters Score -2880985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2880987.000000 Penalty: 4967.543457
	Iteration 45Q: 3 clusters Score -2880987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2880988.000000 Penalty: 4967.543457
	Iteration 46Q: 3 clusters Score -2880988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2880990.250000 Penalty: 4967.543457
	Iteration 47Q: 3 clusters Score -2880990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2880991.000000 Penalty: 4967.543457
	Iteration 48Q: 3 clusters Score -2880991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2880994.500000 Penalty: 4967.543457
	Iteration 49Q: 3 clusters Score -2880994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2880998.000000 Penalty: 4967.543457
	Iteration 50Q: 3 clusters Score -2880998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2880998.000000 Penalty: 4967.543457
	Iteration 51F: 3 clusters Score -2880998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (125823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125823 members 
Entering Unmasked Estep 
Score: -16579326.000000 Penalty: 2912.172607
	Iteration 0F: 2 clusters Score -1.657933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -16494892.000000 Penalty: 5824.345215
	Iteration 0F: 3 clusters Score -1.649489e+07 nChanged 59856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61061 members 
Mstep: Class 2 contains 64762 members 
Entering Unmasked Estep 
Score: -16528674.000000 Penalty: 5824.345215
	Iteration 1F: 3 clusters Score -1.652867e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -16529324.000000 Penalty: 5824.345215
	Iteration 2Q: 3 clusters Score -1.652932e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -16530088.000000 Penalty: 5824.345215
	Iteration 3Q: 3 clusters Score -1.653009e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 69847 members 
Entering Unmasked Estep 
Score: -16531050.000000 Penalty: 5824.345215
	Iteration 4Q: 3 clusters Score -1.653105e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 73753 members 
Entering Unmasked Estep 
Score: -16532684.000000 Penalty: 5824.345215
	Iteration 5Q: 3 clusters Score -1.653268e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -16535564.000000 Penalty: 5824.345215
	Iteration 6Q: 3 clusters Score -1.653556e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 87995 members 
Entering Unmasked Estep 
Score: -16540992.000000 Penalty: 5824.345215
	Iteration 7F: 3 clusters Score -1.654099e+07 nChanged 10873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 98860 members 
Entering Unmasked Estep 
Score: -16549880.000000 Penalty: 5824.345215
	Iteration 8F: 3 clusters Score -1.654988e+07 nChanged 11699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 110559 members 
Entering Unmasked Estep 
Score: -16561257.000000 Penalty: 5824.345215
	Iteration 9F: 3 clusters Score -1.656126e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 119663 members 
Entering Unmasked Estep 
Score: -16570671.000000 Penalty: 5824.345215
	Iteration 10F: 3 clusters Score -1.657067e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 123946 members 
Entering Unmasked Estep 
Score: -16574790.000000 Penalty: 5824.345215
	Iteration 11Q: 3 clusters Score -1.657479e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 125242 members 
Entering Unmasked Estep 
Score: -16576114.000000 Penalty: 5824.345215
	Iteration 12Q: 3 clusters Score -1.657611e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 125540 members 
Entering Unmasked Estep 
Score: -16576475.000000 Penalty: 5824.345215
	Iteration 13Q: 3 clusters Score -1.657648e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 125605 members 
Entering Unmasked Estep 
Score: -16576581.000000 Penalty: 5824.345215
	Iteration 14Q: 3 clusters Score -1.657658e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 125626 members 
Entering Unmasked Estep 
Score: -16576648.000000 Penalty: 5824.345215
	Iteration 15Q: 3 clusters Score -1.657665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 125633 members 
Entering Unmasked Estep 
Score: -16576683.000000 Penalty: 5824.345215
	Iteration 16Q: 3 clusters Score -1.657668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 125636 members 
Entering Unmasked Estep 
Score: -16576685.000000 Penalty: 5824.345215
	Iteration 17Q: 3 clusters Score -1.657668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 125639 members 
Entering Unmasked Estep 
Score: -16576730.000000 Penalty: 5824.345215
	Iteration 18Q: 3 clusters Score -1.657673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 125641 members 
Entering Unmasked Estep 
Score: -16576718.000000 Penalty: 5824.345215
	Iteration 19Q: 3 clusters Score -1.657672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 125641 members 
Entering Unmasked Estep 
Score: -16576723.000000 Penalty: 5824.345215
	Iteration 20F: 3 clusters Score -1.657672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 125642 members 
Entering Unmasked Estep 
Score: -16576725.000000 Penalty: 5824.345215
	Iteration 21Q: 3 clusters Score -1.657672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 125643 members 
Entering Unmasked Estep 
Score: -16576729.000000 Penalty: 5824.345215
	Iteration 22Q: 3 clusters Score -1.657673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 125643 members 
Entering Unmasked Estep 
Score: -16576729.000000 Penalty: 5824.345215
	Iteration 23F: 3 clusters Score -1.657673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -121100.585938 Penalty: 1721.175171
	Iteration 0F: 2 clusters Score -121100.6 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 513 members 
Entering Unmasked Estep 
Score: -119280.546875 Penalty: 3442.350342
	Iteration 0F: 3 clusters Score -119280.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -120137.539062 Penalty: 3442.350342
	Iteration 1F: 3 clusters Score -120137.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -121385.804688 Penalty: 3442.350342
	Iteration 2F: 3 clusters Score -121385.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -122096.109375 Penalty: 3442.350342
	Iteration 3F: 3 clusters Score -122096.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -122245.093750 Penalty: 3442.350342
	Iteration 4Q: 3 clusters Score -122245.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -122302.562500 Penalty: 3442.350342
	Iteration 5Q: 3 clusters Score -122302.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -122345.773438 Penalty: 3442.350342
	Iteration 6Q: 3 clusters Score -122345.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -122376.890625 Penalty: 3442.350342
	Iteration 7Q: 3 clusters Score -122376.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -122400.281250 Penalty: 3442.350342
	Iteration 8Q: 3 clusters Score -122400.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -122419.898438 Penalty: 3442.350342
	Iteration 9Q: 3 clusters Score -122419.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -122424.242188 Penalty: 3442.350342
	Iteration 10Q: 3 clusters Score -122424.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -122424.242188 Penalty: 3442.350342
	Iteration 11F: 3 clusters Score -122424.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 26956 members 
Mstep: Class 3 contains 136535 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 22364 members 
Mstep: Class 6 contains 125823 members 
Mstep: Class 7 contains 834 members 
Mstep: Class 8 contains 36639 members 
Mstep: Class 9 contains 9900 members 
Mstep: Class 10 contains 14408 members 
Mstep: Class 11 contains 9827 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 37648 members 
Mstep: Class 14 contains 2868 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5329 members 
Mstep: Class 17 contains 7315 members 
Mstep: Class 18 contains 26471 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 13488 members 
Mstep: Class 22 contains 11746 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4414 members 
Mstep: Class 25 contains 13110 members 
Mstep: Class 26 contains 4698 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 1092 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10235 members 
Mstep: Class 32 contains 199 members 
Entering Unmasked Estep 
Score: -73848216.000000 Penalty: 105309.023438
Splitting cluster 7 changes total score from -73848584.000000 to -73848216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (36639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Entering Unmasked Estep 
Score: -4840500.500000 Penalty: 2606.199219
	Iteration 0F: 2 clusters Score -4840500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -4815537.500000 Penalty: 5212.398438
	Iteration 0F: 3 clusters Score -4815538 nChanged 16721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -4824763.000000 Penalty: 5212.398438
	Iteration 1F: 3 clusters Score -4824763 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -4825170.500000 Penalty: 5212.398438
	Iteration 2Q: 3 clusters Score -4825170 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -4825627.000000 Penalty: 5212.398438
	Iteration 3Q: 3 clusters Score -4825627 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -4826244.000000 Penalty: 5212.398438
	Iteration 4Q: 3 clusters Score -4826244 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -4827061.000000 Penalty: 5212.398438
	Iteration 5Q: 3 clusters Score -4827061 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -4828273.000000 Penalty: 5212.398438
	Iteration 6F: 3 clusters Score -4828273 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -4830067.000000 Penalty: 5212.398438
	Iteration 7F: 3 clusters Score -4830067 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -4832445.000000 Penalty: 5212.398438
	Iteration 8F: 3 clusters Score -4832445 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -4834949.000000 Penalty: 5212.398438
	Iteration 9F: 3 clusters Score -4834949 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4836741.500000 Penalty: 5212.398438
	Iteration 10F: 3 clusters Score -4836742 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4837594.000000 Penalty: 5212.398438
	Iteration 11Q: 3 clusters Score -4837594 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4837930.500000 Penalty: 5212.398438
	Iteration 12Q: 3 clusters Score -4837930 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4838059.500000 Penalty: 5212.398438
	Iteration 13Q: 3 clusters Score -4838060 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4838111.000000 Penalty: 5212.398438
	Iteration 14Q: 3 clusters Score -4838111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4838130.000000 Penalty: 5212.398438
	Iteration 15Q: 3 clusters Score -4838130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4838149.500000 Penalty: 5212.398438
	Iteration 16Q: 3 clusters Score -4838150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4838159.000000 Penalty: 5212.398438
	Iteration 17Q: 3 clusters Score -4838159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4838170.000000 Penalty: 5212.398438
	Iteration 18Q: 3 clusters Score -4838170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4838173.500000 Penalty: 5212.398438
	Iteration 19Q: 3 clusters Score -4838174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4838181.500000 Penalty: 5212.398438
	Iteration 20F: 3 clusters Score -4838182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4838193.500000 Penalty: 5212.398438
	Iteration 21Q: 3 clusters Score -4838194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4838197.000000 Penalty: 5212.398438
	Iteration 22Q: 3 clusters Score -4838197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4838201.000000 Penalty: 5212.398438
	Iteration 23Q: 3 clusters Score -4838201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4838210.500000 Penalty: 5212.398438
	Iteration 24Q: 3 clusters Score -4838210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4838208.000000 Penalty: 5212.398438
	Iteration 25Q: 3 clusters Score -4838208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4838208.000000 Penalty: 5212.398438
	Iteration 26F: 3 clusters Score -4838208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Entering Unmasked Estep 
Score: -1209187.250000 Penalty: 2281.671875
	Iteration 0F: 2 clusters Score -1209187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1201568.500000 Penalty: 4563.343750
	Iteration 0F: 3 clusters Score -1201568 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1203839.875000 Penalty: 4563.343750
	Iteration 1F: 3 clusters Score -1203840 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1204322.625000 Penalty: 4563.343750
	Iteration 2F: 3 clusters Score -1204323 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1204772.250000 Penalty: 4563.343750
	Iteration 3F: 3 clusters Score -1204772 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1205144.750000 Penalty: 4563.343750
	Iteration 4F: 3 clusters Score -1205145 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1205460.875000 Penalty: 4563.343750
	Iteration 5F: 3 clusters Score -1205461 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1205780.625000 Penalty: 4563.343750
	Iteration 6Q: 3 clusters Score -1205781 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1206258.500000 Penalty: 4563.343750
	Iteration 7F: 3 clusters Score -1206258 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1206780.625000 Penalty: 4563.343750
	Iteration 8F: 3 clusters Score -1206781 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1207266.125000 Penalty: 4563.343750
	Iteration 9F: 3 clusters Score -1207266 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1207690.625000 Penalty: 4563.343750
	Iteration 10F: 3 clusters Score -1207691 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1208016.625000 Penalty: 4563.343750
	Iteration 11Q: 3 clusters Score -1208017 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1208284.000000 Penalty: 4563.343750
	Iteration 12Q: 3 clusters Score -1208284 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1208523.875000 Penalty: 4563.343750
	Iteration 13Q: 3 clusters Score -1208524 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1208723.000000 Penalty: 4563.343750
	Iteration 14Q: 3 clusters Score -1208723 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1208886.250000 Penalty: 4563.343750
	Iteration 15Q: 3 clusters Score -1208886 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1209041.500000 Penalty: 4563.343750
	Iteration 16Q: 3 clusters Score -1209042 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1209156.750000 Penalty: 4563.343750
	Iteration 17Q: 3 clusters Score -1209157 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1209231.500000 Penalty: 4563.343750
	Iteration 18Q: 3 clusters Score -1209232 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1209275.875000 Penalty: 4563.343750
	Iteration 19Q: 3 clusters Score -1209276 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1209306.750000 Penalty: 4563.343750
	Iteration 20F: 3 clusters Score -1209307 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1209328.375000 Penalty: 4563.343750
	Iteration 21Q: 3 clusters Score -1209328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1209345.500000 Penalty: 4563.343750
	Iteration 22Q: 3 clusters Score -1209346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1209362.125000 Penalty: 4563.343750
	Iteration 23Q: 3 clusters Score -1209362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1209372.750000 Penalty: 4563.343750
	Iteration 24Q: 3 clusters Score -1209373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1209382.500000 Penalty: 4563.343750
	Iteration 25Q: 3 clusters Score -1209382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1209387.000000 Penalty: 4563.343750
	Iteration 26Q: 3 clusters Score -1209387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1209387.375000 Penalty: 4563.343750
	Iteration 27Q: 3 clusters Score -1209387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1209387.875000 Penalty: 4563.343750
	Iteration 28Q: 3 clusters Score -1209388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1209389.875000 Penalty: 4563.343750
	Iteration 29Q: 3 clusters Score -1209390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1209389.750000 Penalty: 4563.343750
	Iteration 30Q: 3 clusters Score -1209390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1209390.250000 Penalty: 4563.343750
	Iteration 31Q: 3 clusters Score -1209390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1209391.250000 Penalty: 4563.343750
	Iteration 32Q: 3 clusters Score -1209391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1209394.375000 Penalty: 4563.343750
	Iteration 33Q: 3 clusters Score -1209394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1209393.500000 Penalty: 4563.343750
	Iteration 34Q: 3 clusters Score -1209394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1209393.500000 Penalty: 4563.343750
	Iteration 35F: 3 clusters Score -1209394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 26956 members 
Mstep: Class 3 contains 136535 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 22364 members 
Mstep: Class 6 contains 125823 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36639 members 
Mstep: Class 9 contains 8733 members 
Mstep: Class 10 contains 14408 members 
Mstep: Class 11 contains 9827 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 37648 members 
Mstep: Class 14 contains 2868 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5329 members 
Mstep: Class 17 contains 7315 members 
Mstep: Class 18 contains 26471 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 13488 members 
Mstep: Class 22 contains 11746 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4414 members 
Mstep: Class 25 contains 13110 members 
Mstep: Class 26 contains 4698 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 1092 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10235 members 
Mstep: Class 32 contains 1167 members 
Entering Unmasked Estep 
Score: -73847896.000000 Penalty: 105309.023438
Splitting cluster 9 changes total score from -73848584.000000 to -73847896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (14408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Entering Unmasked Estep 
Score: -1876052.375000 Penalty: 2374.733643
	Iteration 0F: 2 clusters Score -1876052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1865645.375000 Penalty: 4749.467285
	Iteration 0F: 3 clusters Score -1865645 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1868979.000000 Penalty: 4749.467285
	Iteration 1F: 3 clusters Score -1868979 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1869426.250000 Penalty: 4749.467285
	Iteration 2F: 3 clusters Score -1869426 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1869916.750000 Penalty: 4749.467285
	Iteration 3F: 3 clusters Score -1869917 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1870495.625000 Penalty: 4749.467285
	Iteration 4F: 3 clusters Score -1870496 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1871191.375000 Penalty: 4749.467285
	Iteration 5F: 3 clusters Score -1871191 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1871984.750000 Penalty: 4749.467285
	Iteration 6F: 3 clusters Score -1871985 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1872719.250000 Penalty: 4749.467285
	Iteration 7F: 3 clusters Score -1872719 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1873280.500000 Penalty: 4749.467285
	Iteration 8Q: 3 clusters Score -1873280 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1873618.125000 Penalty: 4749.467285
	Iteration 9Q: 3 clusters Score -1873618 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1873817.375000 Penalty: 4749.467285
	Iteration 10Q: 3 clusters Score -1873817 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1873933.375000 Penalty: 4749.467285
	Iteration 11Q: 3 clusters Score -1873933 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1873990.000000 Penalty: 4749.467285
	Iteration 12Q: 3 clusters Score -1873990 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1874029.250000 Penalty: 4749.467285
	Iteration 13Q: 3 clusters Score -1874029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1874046.875000 Penalty: 4749.467285
	Iteration 14Q: 3 clusters Score -1874047 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1874082.000000 Penalty: 4749.467285
	Iteration 15Q: 3 clusters Score -1874082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1874096.125000 Penalty: 4749.467285
	Iteration 16Q: 3 clusters Score -1874096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1874099.250000 Penalty: 4749.467285
	Iteration 17Q: 3 clusters Score -1874099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1874107.875000 Penalty: 4749.467285
	Iteration 18Q: 3 clusters Score -1874108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1874113.875000 Penalty: 4749.467285
	Iteration 19Q: 3 clusters Score -1874114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1874120.375000 Penalty: 4749.467285
	Iteration 20F: 3 clusters Score -1874120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1874132.375000 Penalty: 4749.467285
	Iteration 21Q: 3 clusters Score -1874132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1874131.875000 Penalty: 4749.467285
	Iteration 22Q: 3 clusters Score -1874132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1874143.500000 Penalty: 4749.467285
	Iteration 23Q: 3 clusters Score -1874144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1874144.000000 Penalty: 4749.467285
	Iteration 24Q: 3 clusters Score -1874144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1874152.000000 Penalty: 4749.467285
	Iteration 25Q: 3 clusters Score -1874152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1874154.250000 Penalty: 4749.467285
	Iteration 26Q: 3 clusters Score -1874154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1874166.875000 Penalty: 4749.467285
	Iteration 27Q: 3 clusters Score -1874167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1874170.000000 Penalty: 4749.467285
	Iteration 28Q: 3 clusters Score -1874170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1874173.625000 Penalty: 4749.467285
	Iteration 29Q: 3 clusters Score -1874174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1874175.500000 Penalty: 4749.467285
	Iteration 30Q: 3 clusters Score -1874176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1874175.625000 Penalty: 4749.467285
	Iteration 31Q: 3 clusters Score -1874176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1874174.875000 Penalty: 4749.467285
	Iteration 32Q: 3 clusters Score -1874175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1874177.375000 Penalty: 4749.467285
	Iteration 33Q: 3 clusters Score -1874177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1874177.125000 Penalty: 4749.467285
	Iteration 34Q: 3 clusters Score -1874177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1874179.125000 Penalty: 4749.467285
	Iteration 35Q: 3 clusters Score -1874179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1874177.250000 Penalty: 4749.467285
	Iteration 36Q: 3 clusters Score -1874177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1874177.250000 Penalty: 4749.467285
	Iteration 37F: 3 clusters Score -1874177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Entering Unmasked Estep 
Score: -1304141.625000 Penalty: 2279.836426
	Iteration 0F: 2 clusters Score -1304142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1296520.375000 Penalty: 4559.672852
	Iteration 0F: 3 clusters Score -1296520 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1298712.250000 Penalty: 4559.672852
	Iteration 1F: 3 clusters Score -1298712 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1299001.000000 Penalty: 4559.672852
	Iteration 2F: 3 clusters Score -1299001 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1299183.125000 Penalty: 4559.672852
	Iteration 3Q: 3 clusters Score -1299183 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1299316.000000 Penalty: 4559.672852
	Iteration 4Q: 3 clusters Score -1299316 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1299436.750000 Penalty: 4559.672852
	Iteration 5Q: 3 clusters Score -1299437 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1299548.000000 Penalty: 4559.672852
	Iteration 6Q: 3 clusters Score -1299548 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1299662.000000 Penalty: 4559.672852
	Iteration 7Q: 3 clusters Score -1299662 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1299800.750000 Penalty: 4559.672852
	Iteration 8Q: 3 clusters Score -1299801 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1299967.500000 Penalty: 4559.672852
	Iteration 9Q: 3 clusters Score -1299968 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1300178.625000 Penalty: 4559.672852
	Iteration 10Q: 3 clusters Score -1300179 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1300425.625000 Penalty: 4559.672852
	Iteration 11Q: 3 clusters Score -1300426 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1300716.125000 Penalty: 4559.672852
	Iteration 12Q: 3 clusters Score -1300716 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1301017.875000 Penalty: 4559.672852
	Iteration 13Q: 3 clusters Score -1301018 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1301266.875000 Penalty: 4559.672852
	Iteration 14Q: 3 clusters Score -1301267 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1301505.875000 Penalty: 4559.672852
	Iteration 15Q: 3 clusters Score -1301506 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1301664.500000 Penalty: 4559.672852
	Iteration 16Q: 3 clusters Score -1301664 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1301785.875000 Penalty: 4559.672852
	Iteration 17Q: 3 clusters Score -1301786 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1301885.625000 Penalty: 4559.672852
	Iteration 18Q: 3 clusters Score -1301886 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1301937.625000 Penalty: 4559.672852
	Iteration 19Q: 3 clusters Score -1301938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1301968.750000 Penalty: 4559.672852
	Iteration 20F: 3 clusters Score -1301969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1301992.625000 Penalty: 4559.672852
	Iteration 21Q: 3 clusters Score -1301993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1302013.125000 Penalty: 4559.672852
	Iteration 22Q: 3 clusters Score -1302013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1302039.125000 Penalty: 4559.672852
	Iteration 23Q: 3 clusters Score -1302039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1302050.750000 Penalty: 4559.672852
	Iteration 24Q: 3 clusters Score -1302051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1302061.000000 Penalty: 4559.672852
	Iteration 25Q: 3 clusters Score -1302061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1302063.125000 Penalty: 4559.672852
	Iteration 26Q: 3 clusters Score -1302063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1302068.875000 Penalty: 4559.672852
	Iteration 27Q: 3 clusters Score -1302069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1302071.750000 Penalty: 4559.672852
	Iteration 28Q: 3 clusters Score -1302072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1302074.250000 Penalty: 4559.672852
	Iteration 29Q: 3 clusters Score -1302074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1302077.375000 Penalty: 4559.672852
	Iteration 30Q: 3 clusters Score -1302077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1302079.375000 Penalty: 4559.672852
	Iteration 31Q: 3 clusters Score -1302079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1302085.000000 Penalty: 4559.672852
	Iteration 32Q: 3 clusters Score -1302085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1302086.000000 Penalty: 4559.672852
	Iteration 33Q: 3 clusters Score -1302086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1302095.750000 Penalty: 4559.672852
	Iteration 34Q: 3 clusters Score -1302096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1302098.625000 Penalty: 4559.672852
	Iteration 35Q: 3 clusters Score -1302099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1302101.500000 Penalty: 4559.672852
	Iteration 36Q: 3 clusters Score -1302102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1302107.000000 Penalty: 4559.672852
	Iteration 37Q: 3 clusters Score -1302107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1302111.000000 Penalty: 4559.672852
	Iteration 38Q: 3 clusters Score -1302111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1302112.250000 Penalty: 4559.672852
	Iteration 39Q: 3 clusters Score -1302112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1302111.500000 Penalty: 4559.672852
	Iteration 40F: 3 clusters Score -1302112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1302114.000000 Penalty: 4559.672852
	Iteration 41Q: 3 clusters Score -1302114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1302118.875000 Penalty: 4559.672852
	Iteration 42Q: 3 clusters Score -1302119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1302121.125000 Penalty: 4559.672852
	Iteration 43Q: 3 clusters Score -1302121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1302124.625000 Penalty: 4559.672852
	Iteration 44Q: 3 clusters Score -1302125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1302127.000000 Penalty: 4559.672852
	Iteration 45Q: 3 clusters Score -1302127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1302129.875000 Penalty: 4559.672852
	Iteration 46Q: 3 clusters Score -1302130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1302133.000000 Penalty: 4559.672852
	Iteration 47Q: 3 clusters Score -1302133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1302137.250000 Penalty: 4559.672852
	Iteration 48Q: 3 clusters Score -1302137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1302142.875000 Penalty: 4559.672852
	Iteration 49Q: 3 clusters Score -1302143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1302144.125000 Penalty: 4559.672852
	Iteration 50Q: 3 clusters Score -1302144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1302144.250000 Penalty: 4559.672852
	Iteration 51Q: 3 clusters Score -1302144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1302146.250000 Penalty: 4559.672852
	Iteration 52Q: 3 clusters Score -1302146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1302147.750000 Penalty: 4559.672852
	Iteration 53Q: 3 clusters Score -1302148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1302147.875000 Penalty: 4559.672852
	Iteration 54Q: 3 clusters Score -1302148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1302148.375000 Penalty: 4559.672852
	Iteration 55Q: 3 clusters Score -1302148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1302149.125000 Penalty: 4559.672852
	Iteration 56Q: 3 clusters Score -1302149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1302149.125000 Penalty: 4559.672852
	Iteration 57F: 3 clusters Score -1302149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -285258.343750 Penalty: 1912.686035
	Iteration 0F: 2 clusters Score -285258.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -282450.656250 Penalty: 3825.372070
	Iteration 0F: 3 clusters Score -282450.7 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -282991.562500 Penalty: 3825.372070
	Iteration 1F: 3 clusters Score -282991.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -283129.312500 Penalty: 3825.372070
	Iteration 2F: 3 clusters Score -283129.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -283198.093750 Penalty: 3825.372070
	Iteration 3Q: 3 clusters Score -283198.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -283243.062500 Penalty: 3825.372070
	Iteration 4Q: 3 clusters Score -283243.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -283280.125000 Penalty: 3825.372070
	Iteration 5Q: 3 clusters Score -283280.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -283311.500000 Penalty: 3825.372070
	Iteration 6Q: 3 clusters Score -283311.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -283342.718750 Penalty: 3825.372070
	Iteration 7Q: 3 clusters Score -283342.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -283362.562500 Penalty: 3825.372070
	Iteration 8Q: 3 clusters Score -283362.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -283390.406250 Penalty: 3825.372070
	Iteration 9Q: 3 clusters Score -283390.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -283415.437500 Penalty: 3825.372070
	Iteration 10Q: 3 clusters Score -283415.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -283440.593750 Penalty: 3825.372070
	Iteration 11Q: 3 clusters Score -283440.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -283467.531250 Penalty: 3825.372070
	Iteration 12Q: 3 clusters Score -283467.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -283502.156250 Penalty: 3825.372070
	Iteration 13Q: 3 clusters Score -283502.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -283552.843750 Penalty: 3825.372070
	Iteration 14Q: 3 clusters Score -283552.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -283581.343750 Penalty: 3825.372070
	Iteration 15Q: 3 clusters Score -283581.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -283613.718750 Penalty: 3825.372070
	Iteration 16Q: 3 clusters Score -283613.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -283643.125000 Penalty: 3825.372070
	Iteration 17Q: 3 clusters Score -283643.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -283673.156250 Penalty: 3825.372070
	Iteration 18Q: 3 clusters Score -283673.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -283705.125000 Penalty: 3825.372070
	Iteration 19Q: 3 clusters Score -283705.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -283737.593750 Penalty: 3825.372070
	Iteration 20F: 3 clusters Score -283737.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -283772.875000 Penalty: 3825.372070
	Iteration 21Q: 3 clusters Score -283772.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -283816.906250 Penalty: 3825.372070
	Iteration 22Q: 3 clusters Score -283816.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -283855.531250 Penalty: 3825.372070
	Iteration 23Q: 3 clusters Score -283855.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -283882.406250 Penalty: 3825.372070
	Iteration 24Q: 3 clusters Score -283882.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -283900.656250 Penalty: 3825.372070
	Iteration 25Q: 3 clusters Score -283900.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -283916.750000 Penalty: 3825.372070
	Iteration 26Q: 3 clusters Score -283916.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -283927.218750 Penalty: 3825.372070
	Iteration 27Q: 3 clusters Score -283927.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -283938.406250 Penalty: 3825.372070
	Iteration 28Q: 3 clusters Score -283938.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -283952.000000 Penalty: 3825.372070
	Iteration 29Q: 3 clusters Score -283952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -283962.031250 Penalty: 3825.372070
	Iteration 30Q: 3 clusters Score -283962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -283967.062500 Penalty: 3825.372070
	Iteration 31Q: 3 clusters Score -283967.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -283970.937500 Penalty: 3825.372070
	Iteration 32Q: 3 clusters Score -283970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -283975.875000 Penalty: 3825.372070
	Iteration 33Q: 3 clusters Score -283975.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -283981.437500 Penalty: 3825.372070
	Iteration 34Q: 3 clusters Score -283981.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -283989.281250 Penalty: 3825.372070
	Iteration 35Q: 3 clusters Score -283989.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -283999.562500 Penalty: 3825.372070
	Iteration 36Q: 3 clusters Score -283999.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -284004.781250 Penalty: 3825.372070
	Iteration 37Q: 3 clusters Score -284004.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -284006.906250 Penalty: 3825.372070
	Iteration 38Q: 3 clusters Score -284006.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -284009.625000 Penalty: 3825.372070
	Iteration 39Q: 3 clusters Score -284009.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -284010.656250 Penalty: 3825.372070
	Iteration 40F: 3 clusters Score -284010.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -284011.468750 Penalty: 3825.372070
	Iteration 41Q: 3 clusters Score -284011.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -284012.187500 Penalty: 3825.372070
	Iteration 42Q: 3 clusters Score -284012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -284014.843750 Penalty: 3825.372070
	Iteration 43Q: 3 clusters Score -284014.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -284017.375000 Penalty: 3825.372070
	Iteration 44Q: 3 clusters Score -284017.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -284020.093750 Penalty: 3825.372070
	Iteration 45Q: 3 clusters Score -284020.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -284021.906250 Penalty: 3825.372070
	Iteration 46Q: 3 clusters Score -284021.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -284024.062500 Penalty: 3825.372070
	Iteration 47Q: 3 clusters Score -284024.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -284024.843750 Penalty: 3825.372070
	Iteration 48Q: 3 clusters Score -284024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -284024.843750 Penalty: 3825.372070
	Iteration 49F: 3 clusters Score -284024.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Entering Unmasked Estep 
Score: -4951615.500000 Penalty: 2612.936768
	Iteration 0F: 2 clusters Score -4951616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -4925929.500000 Penalty: 5225.873535
	Iteration 0F: 3 clusters Score -4925930 nChanged 17263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -4935395.500000 Penalty: 5225.873535
	Iteration 1F: 3 clusters Score -4935396 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -4936007.500000 Penalty: 5225.873535
	Iteration 2Q: 3 clusters Score -4936008 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -4936622.000000 Penalty: 5225.873535
	Iteration 3Q: 3 clusters Score -4936622 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -4937364.500000 Penalty: 5225.873535
	Iteration 4Q: 3 clusters Score -4937364 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -4938470.500000 Penalty: 5225.873535
	Iteration 5F: 3 clusters Score -4938470 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -4940122.500000 Penalty: 5225.873535
	Iteration 6F: 3 clusters Score -4940122 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -4942302.500000 Penalty: 5225.873535
	Iteration 7F: 3 clusters Score -4942302 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -4944546.000000 Penalty: 5225.873535
	Iteration 8F: 3 clusters Score -4944546 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -4946404.500000 Penalty: 5225.873535
	Iteration 9F: 3 clusters Score -4946404 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4947698.500000 Penalty: 5225.873535
	Iteration 10Q: 3 clusters Score -4947698 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4948449.500000 Penalty: 5225.873535
	Iteration 11Q: 3 clusters Score -4948450 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4948884.000000 Penalty: 5225.873535
	Iteration 12Q: 3 clusters Score -4948884 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4949118.000000 Penalty: 5225.873535
	Iteration 13Q: 3 clusters Score -4949118 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4949196.000000 Penalty: 5225.873535
	Iteration 14Q: 3 clusters Score -4949196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4949232.500000 Penalty: 5225.873535
	Iteration 15Q: 3 clusters Score -4949232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4949264.500000 Penalty: 5225.873535
	Iteration 16Q: 3 clusters Score -4949264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4949280.500000 Penalty: 5225.873535
	Iteration 17Q: 3 clusters Score -4949280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4949305.000000 Penalty: 5225.873535
	Iteration 18Q: 3 clusters Score -4949305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4949325.000000 Penalty: 5225.873535
	Iteration 19Q: 3 clusters Score -4949325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4949347.500000 Penalty: 5225.873535
	Iteration 20F: 3 clusters Score -4949348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4949354.500000 Penalty: 5225.873535
	Iteration 21Q: 3 clusters Score -4949354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4949354.500000 Penalty: 5225.873535
	Iteration 22Q: 3 clusters Score -4949354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4949354.500000 Penalty: 5225.873535
	Iteration 23Q: 3 clusters Score -4949354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4949362.500000 Penalty: 5225.873535
	Iteration 24Q: 3 clusters Score -4949362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4949362.500000 Penalty: 5225.873535
	Iteration 25F: 3 clusters Score -4949362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -354729.968750 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -354730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -351574.500000 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -351574.5 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -352182.437500 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -352182.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -352324.656250 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -352324.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -352409.468750 Penalty: 3948.839600
	Iteration 3Q: 3 clusters Score -352409.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -352465.062500 Penalty: 3948.839600
	Iteration 4Q: 3 clusters Score -352465.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -352508.343750 Penalty: 3948.839600
	Iteration 5Q: 3 clusters Score -352508.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -352549.906250 Penalty: 3948.839600
	Iteration 6Q: 3 clusters Score -352549.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -352585.906250 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -352585.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -352631.093750 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -352631.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -352693.437500 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -352693.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -352766.968750 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -352767 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -352862.968750 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -352863 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -353004.562500 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -353004.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -353176.187500 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -353176.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -353415.250000 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -353415.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -353662.625000 Penalty: 3948.839600
	Iteration 15F: 3 clusters Score -353662.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -353860.343750 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -353860.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -353998.312500 Penalty: 3948.839600
	Iteration 17Q: 3 clusters Score -353998.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -354109.187500 Penalty: 3948.839600
	Iteration 18Q: 3 clusters Score -354109.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -354184.875000 Penalty: 3948.839600
	Iteration 19Q: 3 clusters Score -354184.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -354229.156250 Penalty: 3948.839600
	Iteration 20F: 3 clusters Score -354229.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -354262.156250 Penalty: 3948.839600
	Iteration 21Q: 3 clusters Score -354262.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -354280.687500 Penalty: 3948.839600
	Iteration 22Q: 3 clusters Score -354280.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -354283.343750 Penalty: 3948.839600
	Iteration 23Q: 3 clusters Score -354283.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -354282.875000 Penalty: 3948.839600
	Iteration 24Q: 3 clusters Score -354282.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -354283.531250 Penalty: 3948.839600
	Iteration 25Q: 3 clusters Score -354283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -354283.906250 Penalty: 3948.839600
	Iteration 26Q: 3 clusters Score -354283.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -354284.718750 Penalty: 3948.839600
	Iteration 27Q: 3 clusters Score -354284.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -354284.718750 Penalty: 3948.839600
	Iteration 28F: 3 clusters Score -354284.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Entering Unmasked Estep 
Score: -2404270.500000 Penalty: 2437.840576
	Iteration 0F: 2 clusters Score -2404270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2391124.750000 Penalty: 4875.681152
	Iteration 0F: 3 clusters Score -2391125 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2396149.250000 Penalty: 4875.681152
	Iteration 1F: 3 clusters Score -2396149 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2397340.750000 Penalty: 4875.681152
	Iteration 2F: 3 clusters Score -2397341 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2398612.250000 Penalty: 4875.681152
	Iteration 3F: 3 clusters Score -2398612 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2399779.500000 Penalty: 4875.681152
	Iteration 4F: 3 clusters Score -2399780 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2400780.250000 Penalty: 4875.681152
	Iteration 5F: 3 clusters Score -2400780 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2401489.000000 Penalty: 4875.681152
	Iteration 6F: 3 clusters Score -2401489 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2401937.500000 Penalty: 4875.681152
	Iteration 7Q: 3 clusters Score -2401938 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2402235.750000 Penalty: 4875.681152
	Iteration 8Q: 3 clusters Score -2402236 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2402493.750000 Penalty: 4875.681152
	Iteration 9Q: 3 clusters Score -2402494 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2402750.250000 Penalty: 4875.681152
	Iteration 10Q: 3 clusters Score -2402750 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2402982.250000 Penalty: 4875.681152
	Iteration 11Q: 3 clusters Score -2402982 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2403237.250000 Penalty: 4875.681152
	Iteration 12Q: 3 clusters Score -2403237 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2403408.000000 Penalty: 4875.681152
	Iteration 13Q: 3 clusters Score -2403408 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2403490.750000 Penalty: 4875.681152
	Iteration 14Q: 3 clusters Score -2403491 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2403529.750000 Penalty: 4875.681152
	Iteration 15Q: 3 clusters Score -2403530 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2403551.000000 Penalty: 4875.681152
	Iteration 16Q: 3 clusters Score -2403551 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2403572.250000 Penalty: 4875.681152
	Iteration 17Q: 3 clusters Score -2403572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2403589.000000 Penalty: 4875.681152
	Iteration 18Q: 3 clusters Score -2403589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2403604.000000 Penalty: 4875.681152
	Iteration 19Q: 3 clusters Score -2403604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2403606.250000 Penalty: 4875.681152
	Iteration 20F: 3 clusters Score -2403606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2403622.250000 Penalty: 4875.681152
	Iteration 21Q: 3 clusters Score -2403622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2403629.000000 Penalty: 4875.681152
	Iteration 22Q: 3 clusters Score -2403629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2403640.750000 Penalty: 4875.681152
	Iteration 23Q: 3 clusters Score -2403641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2403646.750000 Penalty: 4875.681152
	Iteration 24Q: 3 clusters Score -2403647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2403653.250000 Penalty: 4875.681152
	Iteration 25Q: 3 clusters Score -2403653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2403659.250000 Penalty: 4875.681152
	Iteration 26Q: 3 clusters Score -2403659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2403664.000000 Penalty: 4875.681152
	Iteration 27Q: 3 clusters Score -2403664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2403668.750000 Penalty: 4875.681152
	Iteration 28Q: 3 clusters Score -2403669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2403670.750000 Penalty: 4875.681152
	Iteration 29Q: 3 clusters Score -2403671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2403673.000000 Penalty: 4875.681152
	Iteration 30Q: 3 clusters Score -2403673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2403672.250000 Penalty: 4875.681152
	Iteration 31Q: 3 clusters Score -2403672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2403666.000000 Penalty: 4875.681152
	Iteration 32Q: 3 clusters Score -2403666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2403666.000000 Penalty: 4875.681152
	Iteration 33F: 3 clusters Score -2403666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Entering Unmasked Estep 
Score: -652179.687500 Penalty: 2128.067871
	Iteration 0F: 2 clusters Score -652179.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -647439.312500 Penalty: 4256.135742
	Iteration 0F: 3 clusters Score -647439.3 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -648654.500000 Penalty: 4256.135742
	Iteration 1F: 3 clusters Score -648654.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -649005.375000 Penalty: 4256.135742
	Iteration 2F: 3 clusters Score -649005.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -649354.375000 Penalty: 4256.135742
	Iteration 3F: 3 clusters Score -649354.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -649673.187500 Penalty: 4256.135742
	Iteration 4F: 3 clusters Score -649673.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -649922.187500 Penalty: 4256.135742
	Iteration 5F: 3 clusters Score -649922.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -650101.187500 Penalty: 4256.135742
	Iteration 6Q: 3 clusters Score -650101.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -650243.812500 Penalty: 4256.135742
	Iteration 7Q: 3 clusters Score -650243.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -650378.562500 Penalty: 4256.135742
	Iteration 8Q: 3 clusters Score -650378.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -650496.250000 Penalty: 4256.135742
	Iteration 9Q: 3 clusters Score -650496.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -650634.562500 Penalty: 4256.135742
	Iteration 10Q: 3 clusters Score -650634.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -650785.687500 Penalty: 4256.135742
	Iteration 11Q: 3 clusters Score -650785.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -650964.000000 Penalty: 4256.135742
	Iteration 12Q: 3 clusters Score -650964 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -651119.187500 Penalty: 4256.135742
	Iteration 13Q: 3 clusters Score -651119.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -651235.562500 Penalty: 4256.135742
	Iteration 14Q: 3 clusters Score -651235.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -651300.312500 Penalty: 4256.135742
	Iteration 15Q: 3 clusters Score -651300.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -651325.750000 Penalty: 4256.135742
	Iteration 16Q: 3 clusters Score -651325.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -651341.750000 Penalty: 4256.135742
	Iteration 17Q: 3 clusters Score -651341.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -651352.375000 Penalty: 4256.135742
	Iteration 18Q: 3 clusters Score -651352.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -651367.812500 Penalty: 4256.135742
	Iteration 19Q: 3 clusters Score -651367.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -651381.375000 Penalty: 4256.135742
	Iteration 20F: 3 clusters Score -651381.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -651391.500000 Penalty: 4256.135742
	Iteration 21Q: 3 clusters Score -651391.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -651398.625000 Penalty: 4256.135742
	Iteration 22Q: 3 clusters Score -651398.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -651403.750000 Penalty: 4256.135742
	Iteration 23Q: 3 clusters Score -651403.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -651409.812500 Penalty: 4256.135742
	Iteration 24Q: 3 clusters Score -651409.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -651413.500000 Penalty: 4256.135742
	Iteration 25Q: 3 clusters Score -651413.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -651415.375000 Penalty: 4256.135742
	Iteration 26Q: 3 clusters Score -651415.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -651416.687500 Penalty: 4256.135742
	Iteration 27Q: 3 clusters Score -651416.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -651418.125000 Penalty: 4256.135742
	Iteration 28Q: 3 clusters Score -651418.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -651420.687500 Penalty: 4256.135742
	Iteration 29Q: 3 clusters Score -651420.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -651423.687500 Penalty: 4256.135742
	Iteration 30Q: 3 clusters Score -651423.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -651425.375000 Penalty: 4256.135742
	Iteration 31Q: 3 clusters Score -651425.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -651428.562500 Penalty: 4256.135742
	Iteration 32Q: 3 clusters Score -651428.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -651430.500000 Penalty: 4256.135742
	Iteration 33Q: 3 clusters Score -651430.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -651429.562500 Penalty: 4256.135742
	Iteration 34Q: 3 clusters Score -651429.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -651434.125000 Penalty: 4256.135742
	Iteration 35Q: 3 clusters Score -651434.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -651434.937500 Penalty: 4256.135742
	Iteration 36Q: 3 clusters Score -651434.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -651434.687500 Penalty: 4256.135742
	Iteration 37Q: 3 clusters Score -651434.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -651436.125000 Penalty: 4256.135742
	Iteration 38Q: 3 clusters Score -651436.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -651436.312500 Penalty: 4256.135742
	Iteration 39Q: 3 clusters Score -651436.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -651436.875000 Penalty: 4256.135742
	Iteration 40F: 3 clusters Score -651436.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -651435.687500 Penalty: 4256.135742
	Iteration 41Q: 3 clusters Score -651435.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -651434.812500 Penalty: 4256.135742
	Iteration 42Q: 3 clusters Score -651434.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -651434.812500 Penalty: 4256.135742
	Iteration 43F: 3 clusters Score -651434.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Entering Unmasked Estep 
Score: -956576.375000 Penalty: 2206.625244
	Iteration 0F: 2 clusters Score -956576.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -950605.500000 Penalty: 4413.250488
	Iteration 0F: 3 clusters Score -950605.5 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -952128.312500 Penalty: 4413.250488
	Iteration 1F: 3 clusters Score -952128.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -952427.437500 Penalty: 4413.250488
	Iteration 2F: 3 clusters Score -952427.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -952663.437500 Penalty: 4413.250488
	Iteration 3F: 3 clusters Score -952663.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -952858.750000 Penalty: 4413.250488
	Iteration 4Q: 3 clusters Score -952858.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -953039.375000 Penalty: 4413.250488
	Iteration 5Q: 3 clusters Score -953039.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -953204.562500 Penalty: 4413.250488
	Iteration 6Q: 3 clusters Score -953204.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -953375.312500 Penalty: 4413.250488
	Iteration 7Q: 3 clusters Score -953375.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -953500.937500 Penalty: 4413.250488
	Iteration 8Q: 3 clusters Score -953500.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -953607.187500 Penalty: 4413.250488
	Iteration 9Q: 3 clusters Score -953607.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -953684.687500 Penalty: 4413.250488
	Iteration 10Q: 3 clusters Score -953684.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -953750.187500 Penalty: 4413.250488
	Iteration 11Q: 3 clusters Score -953750.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -953805.187500 Penalty: 4413.250488
	Iteration 12Q: 3 clusters Score -953805.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -953844.937500 Penalty: 4413.250488
	Iteration 13Q: 3 clusters Score -953844.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -953877.687500 Penalty: 4413.250488
	Iteration 14Q: 3 clusters Score -953877.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -953902.812500 Penalty: 4413.250488
	Iteration 15Q: 3 clusters Score -953902.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -953922.437500 Penalty: 4413.250488
	Iteration 16Q: 3 clusters Score -953922.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -953947.375000 Penalty: 4413.250488
	Iteration 17Q: 3 clusters Score -953947.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -953960.562500 Penalty: 4413.250488
	Iteration 18Q: 3 clusters Score -953960.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -953978.250000 Penalty: 4413.250488
	Iteration 19Q: 3 clusters Score -953978.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -954002.062500 Penalty: 4413.250488
	Iteration 20F: 3 clusters Score -954002.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -954020.000000 Penalty: 4413.250488
	Iteration 21Q: 3 clusters Score -954020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -954038.625000 Penalty: 4413.250488
	Iteration 22Q: 3 clusters Score -954038.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -954055.625000 Penalty: 4413.250488
	Iteration 23Q: 3 clusters Score -954055.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -954078.750000 Penalty: 4413.250488
	Iteration 24Q: 3 clusters Score -954078.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -954105.562500 Penalty: 4413.250488
	Iteration 25Q: 3 clusters Score -954105.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -954126.500000 Penalty: 4413.250488
	Iteration 26Q: 3 clusters Score -954126.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -954144.125000 Penalty: 4413.250488
	Iteration 27Q: 3 clusters Score -954144.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -954162.437500 Penalty: 4413.250488
	Iteration 28Q: 3 clusters Score -954162.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -954186.375000 Penalty: 4413.250488
	Iteration 29Q: 3 clusters Score -954186.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -954208.125000 Penalty: 4413.250488
	Iteration 30Q: 3 clusters Score -954208.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -954229.625000 Penalty: 4413.250488
	Iteration 31Q: 3 clusters Score -954229.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -954261.937500 Penalty: 4413.250488
	Iteration 32Q: 3 clusters Score -954261.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -954288.312500 Penalty: 4413.250488
	Iteration 33Q: 3 clusters Score -954288.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -954303.187500 Penalty: 4413.250488
	Iteration 34Q: 3 clusters Score -954303.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -954321.437500 Penalty: 4413.250488
	Iteration 35Q: 3 clusters Score -954321.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -954337.000000 Penalty: 4413.250488
	Iteration 36Q: 3 clusters Score -954337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -954355.875000 Penalty: 4413.250488
	Iteration 37Q: 3 clusters Score -954355.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -954377.687500 Penalty: 4413.250488
	Iteration 38Q: 3 clusters Score -954377.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -954393.750000 Penalty: 4413.250488
	Iteration 39Q: 3 clusters Score -954393.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -954410.375000 Penalty: 4413.250488
	Iteration 40F: 3 clusters Score -954410.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -954426.500000 Penalty: 4413.250488
	Iteration 41Q: 3 clusters Score -954426.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -954445.125000 Penalty: 4413.250488
	Iteration 42Q: 3 clusters Score -954445.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -954459.687500 Penalty: 4413.250488
	Iteration 43Q: 3 clusters Score -954459.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -954472.937500 Penalty: 4413.250488
	Iteration 44Q: 3 clusters Score -954472.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -954485.625000 Penalty: 4413.250488
	Iteration 45Q: 3 clusters Score -954485.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -954497.562500 Penalty: 4413.250488
	Iteration 46Q: 3 clusters Score -954497.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -954506.437500 Penalty: 4413.250488
	Iteration 47Q: 3 clusters Score -954506.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -954514.125000 Penalty: 4413.250488
	Iteration 48Q: 3 clusters Score -954514.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -954519.437500 Penalty: 4413.250488
	Iteration 49Q: 3 clusters Score -954519.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -954526.125000 Penalty: 4413.250488
	Iteration 50Q: 3 clusters Score -954526.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -954534.062500 Penalty: 4413.250488
	Iteration 51Q: 3 clusters Score -954534.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -954536.437500 Penalty: 4413.250488
	Iteration 52Q: 3 clusters Score -954536.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -954542.187500 Penalty: 4413.250488
	Iteration 53Q: 3 clusters Score -954542.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -954547.187500 Penalty: 4413.250488
	Iteration 54Q: 3 clusters Score -954547.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -954548.687500 Penalty: 4413.250488
	Iteration 55Q: 3 clusters Score -954548.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -954553.000000 Penalty: 4413.250488
	Iteration 56Q: 3 clusters Score -954553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -954555.562500 Penalty: 4413.250488
	Iteration 57Q: 3 clusters Score -954555.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -954558.062500 Penalty: 4413.250488
	Iteration 58Q: 3 clusters Score -954558.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -954559.437500 Penalty: 4413.250488
	Iteration 59Q: 3 clusters Score -954559.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -954559.937500 Penalty: 4413.250488
	Iteration 60F: 3 clusters Score -954559.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -954567.187500 Penalty: 4413.250488
	Iteration 61Q: 3 clusters Score -954567.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -954572.625000 Penalty: 4413.250488
	Iteration 62Q: 3 clusters Score -954572.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -954580.187500 Penalty: 4413.250488
	Iteration 63Q: 3 clusters Score -954580.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -954589.437500 Penalty: 4413.250488
	Iteration 64Q: 3 clusters Score -954589.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -954595.687500 Penalty: 4413.250488
	Iteration 65Q: 3 clusters Score -954595.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -954600.812500 Penalty: 4413.250488
	Iteration 66Q: 3 clusters Score -954600.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -954604.437500 Penalty: 4413.250488
	Iteration 67Q: 3 clusters Score -954604.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -954605.812500 Penalty: 4413.250488
	Iteration 68Q: 3 clusters Score -954605.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -954608.250000 Penalty: 4413.250488
	Iteration 69Q: 3 clusters Score -954608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -954608.750000 Penalty: 4413.250488
	Iteration 70Q: 3 clusters Score -954608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -954611.125000 Penalty: 4413.250488
	Iteration 71Q: 3 clusters Score -954611.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -954617.125000 Penalty: 4413.250488
	Iteration 72Q: 3 clusters Score -954617.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -954617.812500 Penalty: 4413.250488
	Iteration 73Q: 3 clusters Score -954617.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -954617.812500 Penalty: 4413.250488
	Iteration 74F: 3 clusters Score -954617.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Entering Unmasked Estep 
Score: -3456742.000000 Penalty: 2525.583740
	Iteration 0F: 2 clusters Score -3456742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -3438409.000000 Penalty: 5051.167480
	Iteration 0F: 3 clusters Score -3438409 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -3445115.250000 Penalty: 5051.167480
	Iteration 1F: 3 clusters Score -3445115 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -3445780.500000 Penalty: 5051.167480
	Iteration 2F: 3 clusters Score -3445780 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3446398.500000 Penalty: 5051.167480
	Iteration 3F: 3 clusters Score -3446398 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -3446979.750000 Penalty: 5051.167480
	Iteration 4F: 3 clusters Score -3446980 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -3447542.500000 Penalty: 5051.167480
	Iteration 5Q: 3 clusters Score -3447542 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -3448289.250000 Penalty: 5051.167480
	Iteration 6F: 3 clusters Score -3448289 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3449188.250000 Penalty: 5051.167480
	Iteration 7F: 3 clusters Score -3449188 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -3450208.500000 Penalty: 5051.167480
	Iteration 8F: 3 clusters Score -3450208 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3451177.750000 Penalty: 5051.167480
	Iteration 9F: 3 clusters Score -3451178 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -3451992.750000 Penalty: 5051.167480
	Iteration 10Q: 3 clusters Score -3451993 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3452594.500000 Penalty: 5051.167480
	Iteration 11Q: 3 clusters Score -3452594 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3453033.250000 Penalty: 5051.167480
	Iteration 12Q: 3 clusters Score -3453033 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3453396.000000 Penalty: 5051.167480
	Iteration 13Q: 3 clusters Score -3453396 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3453708.000000 Penalty: 5051.167480
	Iteration 14Q: 3 clusters Score -3453708 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3453969.750000 Penalty: 5051.167480
	Iteration 15Q: 3 clusters Score -3453970 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3454192.000000 Penalty: 5051.167480
	Iteration 16Q: 3 clusters Score -3454192 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3454440.250000 Penalty: 5051.167480
	Iteration 17Q: 3 clusters Score -3454440 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3454651.000000 Penalty: 5051.167480
	Iteration 18Q: 3 clusters Score -3454651 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3454816.250000 Penalty: 5051.167480
	Iteration 19Q: 3 clusters Score -3454816 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3454963.000000 Penalty: 5051.167480
	Iteration 20F: 3 clusters Score -3454963 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3455141.500000 Penalty: 5051.167480
	Iteration 21Q: 3 clusters Score -3455142 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3455337.250000 Penalty: 5051.167480
	Iteration 22Q: 3 clusters Score -3455337 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3455507.250000 Penalty: 5051.167480
	Iteration 23Q: 3 clusters Score -3455507 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3455676.000000 Penalty: 5051.167480
	Iteration 24Q: 3 clusters Score -3455676 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3455843.500000 Penalty: 5051.167480
	Iteration 25Q: 3 clusters Score -3455844 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3455971.250000 Penalty: 5051.167480
	Iteration 26Q: 3 clusters Score -3455971 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3456036.250000 Penalty: 5051.167480
	Iteration 27Q: 3 clusters Score -3456036 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3456087.500000 Penalty: 5051.167480
	Iteration 28Q: 3 clusters Score -3456088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3456103.500000 Penalty: 5051.167480
	Iteration 29Q: 3 clusters Score -3456104 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3456141.000000 Penalty: 5051.167480
	Iteration 30Q: 3 clusters Score -3456141 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3456156.750000 Penalty: 5051.167480
	Iteration 31Q: 3 clusters Score -3456157 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3456168.750000 Penalty: 5051.167480
	Iteration 32Q: 3 clusters Score -3456169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3456182.500000 Penalty: 5051.167480
	Iteration 33Q: 3 clusters Score -3456182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3456193.250000 Penalty: 5051.167480
	Iteration 34Q: 3 clusters Score -3456193 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3456196.000000 Penalty: 5051.167480
	Iteration 35Q: 3 clusters Score -3456196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3456200.000000 Penalty: 5051.167480
	Iteration 36Q: 3 clusters Score -3456200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3456205.500000 Penalty: 5051.167480
	Iteration 37Q: 3 clusters Score -3456206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -3456209.500000 Penalty: 5051.167480
	Iteration 38Q: 3 clusters Score -3456210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3456211.750000 Penalty: 5051.167480
	Iteration 39Q: 3 clusters Score -3456212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3456216.000000 Penalty: 5051.167480
	Iteration 40F: 3 clusters Score -3456216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3456222.500000 Penalty: 5051.167480
	Iteration 41Q: 3 clusters Score -3456222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3456219.250000 Penalty: 5051.167480
	Iteration 42Q: 3 clusters Score -3456219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3456219.500000 Penalty: 5051.167480
	Iteration 43Q: 3 clusters Score -3456220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3456220.250000 Penalty: 5051.167480
	Iteration 44Q: 3 clusters Score -3456220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3456219.000000 Penalty: 5051.167480
	Iteration 45Q: 3 clusters Score -3456219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3456221.500000 Penalty: 5051.167480
	Iteration 46Q: 3 clusters Score -3456222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3456222.000000 Penalty: 5051.167480
	Iteration 47Q: 3 clusters Score -3456222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3456224.250000 Penalty: 5051.167480
	Iteration 48Q: 3 clusters Score -3456224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3456223.000000 Penalty: 5051.167480
	Iteration 49Q: 3 clusters Score -3456223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3456224.250000 Penalty: 5051.167480
	Iteration 50Q: 3 clusters Score -3456224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3456231.000000 Penalty: 5051.167480
	Iteration 51Q: 3 clusters Score -3456231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3456230.500000 Penalty: 5051.167480
	Iteration 52Q: 3 clusters Score -3456230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3456232.000000 Penalty: 5051.167480
	Iteration 53Q: 3 clusters Score -3456232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -3456234.000000 Penalty: 5051.167480
	Iteration 54Q: 3 clusters Score -3456234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3456229.750000 Penalty: 5051.167480
	Iteration 55Q: 3 clusters Score -3456230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3456229.750000 Penalty: 5051.167480
	Iteration 56F: 3 clusters Score -3456230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -64260.003906 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -64260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -62935.542969 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -62935.54 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -64129.304688 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -64129.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -64814.906250 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -64814.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65044.503906 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -65044.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -65270.527344 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -65270.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -65344.226562 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -65344.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -65435.019531 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -65435.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -65519.773438 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -65519.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -65637.507812 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -65637.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -65695.484375 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -65695.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65724.914062 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -65724.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65757.835938 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -65757.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -65797.179688 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -65797.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65846.218750 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -65846.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -65864.695312 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -65864.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -65872.906250 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -65872.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -65907.710938 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -65907.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -65907.710938 Penalty: 3184.317383
	Iteration 17F: 3 clusters Score -65907.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 26956 members 
Mstep: Class 3 contains 136535 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 22364 members 
Mstep: Class 6 contains 125823 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36639 members 
Mstep: Class 9 contains 9900 members 
Mstep: Class 10 contains 14408 members 
Mstep: Class 11 contains 9827 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 37648 members 
Mstep: Class 14 contains 2868 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5329 members 
Mstep: Class 17 contains 7315 members 
Mstep: Class 18 contains 26471 members 
Mstep: Class 19 contains 337 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 13488 members 
Mstep: Class 22 contains 11746 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4414 members 
Mstep: Class 25 contains 13110 members 
Mstep: Class 26 contains 4698 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 1092 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10235 members 
Mstep: Class 32 contains 277 members 
Entering Unmasked Estep 
Score: -73848544.000000 Penalty: 105309.023438
Splitting cluster 19 changes total score from -73848584.000000 to -73848544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -243559.437500 Penalty: 1865.286865
	Iteration 0F: 2 clusters Score -243559.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -241032.140625 Penalty: 3730.573730
	Iteration 0F: 3 clusters Score -241032.1 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -241464.656250 Penalty: 3730.573730
	Iteration 1F: 3 clusters Score -241464.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -241607.515625 Penalty: 3730.573730
	Iteration 2F: 3 clusters Score -241607.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -241715.812500 Penalty: 3730.573730
	Iteration 3Q: 3 clusters Score -241715.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -241791.140625 Penalty: 3730.573730
	Iteration 4Q: 3 clusters Score -241791.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -241831.359375 Penalty: 3730.573730
	Iteration 5Q: 3 clusters Score -241831.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -241857.718750 Penalty: 3730.573730
	Iteration 6Q: 3 clusters Score -241857.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -241879.796875 Penalty: 3730.573730
	Iteration 7Q: 3 clusters Score -241879.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -241902.531250 Penalty: 3730.573730
	Iteration 8Q: 3 clusters Score -241902.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -241918.109375 Penalty: 3730.573730
	Iteration 9Q: 3 clusters Score -241918.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -241928.734375 Penalty: 3730.573730
	Iteration 10Q: 3 clusters Score -241928.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -241937.671875 Penalty: 3730.573730
	Iteration 11Q: 3 clusters Score -241937.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -241941.609375 Penalty: 3730.573730
	Iteration 12Q: 3 clusters Score -241941.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -241944.734375 Penalty: 3730.573730
	Iteration 13Q: 3 clusters Score -241944.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -241949.218750 Penalty: 3730.573730
	Iteration 14Q: 3 clusters Score -241949.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -241955.140625 Penalty: 3730.573730
	Iteration 15Q: 3 clusters Score -241955.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -241958.281250 Penalty: 3730.573730
	Iteration 16Q: 3 clusters Score -241958.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -241963.671875 Penalty: 3730.573730
	Iteration 17Q: 3 clusters Score -241963.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -241970.968750 Penalty: 3730.573730
	Iteration 18Q: 3 clusters Score -241971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -241973.546875 Penalty: 3730.573730
	Iteration 19Q: 3 clusters Score -241973.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -241976.015625 Penalty: 3730.573730
	Iteration 20F: 3 clusters Score -241976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -241977.312500 Penalty: 3730.573730
	Iteration 21Q: 3 clusters Score -241977.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -241980.515625 Penalty: 3730.573730
	Iteration 22Q: 3 clusters Score -241980.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -241982.546875 Penalty: 3730.573730
	Iteration 23Q: 3 clusters Score -241982.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -241985.296875 Penalty: 3730.573730
	Iteration 24Q: 3 clusters Score -241985.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -241988.187500 Penalty: 3730.573730
	Iteration 25Q: 3 clusters Score -241988.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -241993.578125 Penalty: 3730.573730
	Iteration 26Q: 3 clusters Score -241993.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -242000.328125 Penalty: 3730.573730
	Iteration 27Q: 3 clusters Score -242000.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -242002.312500 Penalty: 3730.573730
	Iteration 28Q: 3 clusters Score -242002.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -242004.812500 Penalty: 3730.573730
	Iteration 29Q: 3 clusters Score -242004.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -242009.593750 Penalty: 3730.573730
	Iteration 30Q: 3 clusters Score -242009.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -242012.609375 Penalty: 3730.573730
	Iteration 31Q: 3 clusters Score -242012.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -242014.984375 Penalty: 3730.573730
	Iteration 32Q: 3 clusters Score -242015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -242015.250000 Penalty: 3730.573730
	Iteration 33Q: 3 clusters Score -242015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -242016.937500 Penalty: 3730.573730
	Iteration 34Q: 3 clusters Score -242016.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -242017.875000 Penalty: 3730.573730
	Iteration 35Q: 3 clusters Score -242017.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -242018.453125 Penalty: 3730.573730
	Iteration 36Q: 3 clusters Score -242018.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -242019.921875 Penalty: 3730.573730
	Iteration 37Q: 3 clusters Score -242019.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -242020.750000 Penalty: 3730.573730
	Iteration 38Q: 3 clusters Score -242020.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -242020.796875 Penalty: 3730.573730
	Iteration 39Q: 3 clusters Score -242020.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -242021.109375 Penalty: 3730.573730
	Iteration 40F: 3 clusters Score -242021.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Entering Unmasked Estep 
Score: -1741106.375000 Penalty: 2358.369873
	Iteration 0F: 2 clusters Score -1741106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1731307.250000 Penalty: 4716.739746
	Iteration 0F: 3 clusters Score -1731307 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1734765.250000 Penalty: 4716.739746
	Iteration 1F: 3 clusters Score -1734765 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1735912.750000 Penalty: 4716.739746
	Iteration 2F: 3 clusters Score -1735913 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1737369.000000 Penalty: 4716.739746
	Iteration 3F: 3 clusters Score -1737369 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1738917.625000 Penalty: 4716.739746
	Iteration 4F: 3 clusters Score -1738918 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1740291.625000 Penalty: 4716.739746
	Iteration 5F: 3 clusters Score -1740292 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1741205.125000 Penalty: 4716.739746
	Iteration 6F: 3 clusters Score -1741205 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1741824.750000 Penalty: 4716.739746
	Iteration 7Q: 3 clusters Score -1741825 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1742245.000000 Penalty: 4716.739746
	Iteration 8Q: 3 clusters Score -1742245 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1742562.625000 Penalty: 4716.739746
	Iteration 9Q: 3 clusters Score -1742563 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1742733.625000 Penalty: 4716.739746
	Iteration 10Q: 3 clusters Score -1742734 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1742811.625000 Penalty: 4716.739746
	Iteration 11Q: 3 clusters Score -1742812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1742839.250000 Penalty: 4716.739746
	Iteration 12Q: 3 clusters Score -1742839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1742850.000000 Penalty: 4716.739746
	Iteration 13Q: 3 clusters Score -1742850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1742853.625000 Penalty: 4716.739746
	Iteration 14Q: 3 clusters Score -1742854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1742858.000000 Penalty: 4716.739746
	Iteration 15Q: 3 clusters Score -1742858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1742857.000000 Penalty: 4716.739746
	Iteration 16Q: 3 clusters Score -1742857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1742855.500000 Penalty: 4716.739746
	Iteration 17Q: 3 clusters Score -1742856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1742857.250000 Penalty: 4716.739746
	Iteration 18Q: 3 clusters Score -1742857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1742856.250000 Penalty: 4716.739746
	Iteration 19Q: 3 clusters Score -1742856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1742857.000000 Penalty: 4716.739746
	Iteration 20F: 3 clusters Score -1742857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1742858.750000 Penalty: 4716.739746
	Iteration 21Q: 3 clusters Score -1742859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1742858.000000 Penalty: 4716.739746
	Iteration 22Q: 3 clusters Score -1742858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1742856.875000 Penalty: 4716.739746
	Iteration 23Q: 3 clusters Score -1742857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1742856.875000 Penalty: 4716.739746
	Iteration 24F: 3 clusters Score -1742857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 26956 members 
Mstep: Class 3 contains 136535 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 22364 members 
Mstep: Class 6 contains 125823 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36639 members 
Mstep: Class 9 contains 9900 members 
Mstep: Class 10 contains 14408 members 
Mstep: Class 11 contains 9827 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 37648 members 
Mstep: Class 14 contains 2868 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5329 members 
Mstep: Class 17 contains 7315 members 
Mstep: Class 18 contains 26471 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 11054 members 
Mstep: Class 22 contains 11746 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4414 members 
Mstep: Class 25 contains 13110 members 
Mstep: Class 26 contains 4698 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 1092 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10235 members 
Mstep: Class 32 contains 2434 members 
Entering Unmasked Estep 
Score: -73849344.000000 Penalty: 105309.023438
Splitting cluster 21 changes total score from -73848584.000000 to -73849344.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 22 (11746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Entering Unmasked Estep 
Score: -1441427.000000 Penalty: 2324.074463
	Iteration 0F: 2 clusters Score -1441427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1432624.500000 Penalty: 4648.148926
	Iteration 0F: 3 clusters Score -1432624 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1435642.000000 Penalty: 4648.148926
	Iteration 1F: 3 clusters Score -1435642 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1436389.375000 Penalty: 4648.148926
	Iteration 2F: 3 clusters Score -1436389 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1437055.375000 Penalty: 4648.148926
	Iteration 3F: 3 clusters Score -1437055 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1437612.125000 Penalty: 4648.148926
	Iteration 4F: 3 clusters Score -1437612 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1438046.000000 Penalty: 4648.148926
	Iteration 5F: 3 clusters Score -1438046 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1438396.000000 Penalty: 4648.148926
	Iteration 6F: 3 clusters Score -1438396 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1438684.750000 Penalty: 4648.148926
	Iteration 7Q: 3 clusters Score -1438685 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1439052.750000 Penalty: 4648.148926
	Iteration 8Q: 3 clusters Score -1439053 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1439570.750000 Penalty: 4648.148926
	Iteration 9Q: 3 clusters Score -1439571 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1440057.000000 Penalty: 4648.148926
	Iteration 10Q: 3 clusters Score -1440057 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1440405.625000 Penalty: 4648.148926
	Iteration 11Q: 3 clusters Score -1440406 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1440580.750000 Penalty: 4648.148926
	Iteration 12Q: 3 clusters Score -1440581 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1440674.875000 Penalty: 4648.148926
	Iteration 13Q: 3 clusters Score -1440675 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1440734.375000 Penalty: 4648.148926
	Iteration 14Q: 3 clusters Score -1440734 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1440772.125000 Penalty: 4648.148926
	Iteration 15Q: 3 clusters Score -1440772 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1440800.250000 Penalty: 4648.148926
	Iteration 16Q: 3 clusters Score -1440800 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1440827.000000 Penalty: 4648.148926
	Iteration 17Q: 3 clusters Score -1440827 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1440849.750000 Penalty: 4648.148926
	Iteration 18Q: 3 clusters Score -1440850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1440873.750000 Penalty: 4648.148926
	Iteration 19Q: 3 clusters Score -1440874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1440901.250000 Penalty: 4648.148926
	Iteration 20F: 3 clusters Score -1440901 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1440939.750000 Penalty: 4648.148926
	Iteration 21Q: 3 clusters Score -1440940 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1440979.625000 Penalty: 4648.148926
	Iteration 22Q: 3 clusters Score -1440980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1441013.625000 Penalty: 4648.148926
	Iteration 23Q: 3 clusters Score -1441014 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1441036.750000 Penalty: 4648.148926
	Iteration 24Q: 3 clusters Score -1441037 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1441069.750000 Penalty: 4648.148926
	Iteration 25Q: 3 clusters Score -1441070 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1441094.375000 Penalty: 4648.148926
	Iteration 26Q: 3 clusters Score -1441094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1441131.250000 Penalty: 4648.148926
	Iteration 27Q: 3 clusters Score -1441131 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1441175.000000 Penalty: 4648.148926
	Iteration 28Q: 3 clusters Score -1441175 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1441226.250000 Penalty: 4648.148926
	Iteration 29Q: 3 clusters Score -1441226 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1441321.375000 Penalty: 4648.148926
	Iteration 30Q: 3 clusters Score -1441321 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1441447.125000 Penalty: 4648.148926
	Iteration 31Q: 3 clusters Score -1441447 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1441553.125000 Penalty: 4648.148926
	Iteration 32Q: 3 clusters Score -1441553 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1441605.500000 Penalty: 4648.148926
	Iteration 33Q: 3 clusters Score -1441606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1441634.500000 Penalty: 4648.148926
	Iteration 34Q: 3 clusters Score -1441634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1441643.375000 Penalty: 4648.148926
	Iteration 35Q: 3 clusters Score -1441643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1441653.375000 Penalty: 4648.148926
	Iteration 36Q: 3 clusters Score -1441653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1441662.125000 Penalty: 4648.148926
	Iteration 37Q: 3 clusters Score -1441662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1441664.000000 Penalty: 4648.148926
	Iteration 38Q: 3 clusters Score -1441664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1441668.750000 Penalty: 4648.148926
	Iteration 39Q: 3 clusters Score -1441669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1441670.750000 Penalty: 4648.148926
	Iteration 40F: 3 clusters Score -1441671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1441671.625000 Penalty: 4648.148926
	Iteration 41Q: 3 clusters Score -1441672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1441674.000000 Penalty: 4648.148926
	Iteration 42Q: 3 clusters Score -1441674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1441676.000000 Penalty: 4648.148926
	Iteration 43Q: 3 clusters Score -1441676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1441676.250000 Penalty: 4648.148926
	Iteration 44Q: 3 clusters Score -1441676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1441676.250000 Penalty: 4648.148926
	Iteration 45F: 3 clusters Score -1441676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 26956 members 
Mstep: Class 3 contains 136535 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 22364 members 
Mstep: Class 6 contains 125823 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36639 members 
Mstep: Class 9 contains 9900 members 
Mstep: Class 10 contains 14408 members 
Mstep: Class 11 contains 9827 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 37648 members 
Mstep: Class 14 contains 2868 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5329 members 
Mstep: Class 17 contains 7315 members 
Mstep: Class 18 contains 26471 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 11054 members 
Mstep: Class 22 contains 2849 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4414 members 
Mstep: Class 25 contains 13110 members 
Mstep: Class 26 contains 4698 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 1092 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10235 members 
Mstep: Class 32 contains 2434 members 
Mstep: Class 33 contains 8897 members 
Entering Unmasked Estep 
Score: -73848648.000000 Penalty: 108599.929688
Splitting cluster 22 changes total score from -73848584.000000 to -73848648.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 23 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -89731.828125 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -89731.83 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 403 members 
Entering Unmasked Estep 
Score: -88042.296875 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -88042.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88423.750000 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -88423.75 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88687.960938 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -88687.96 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88869.976562 Penalty: 3314.325684
	Iteration 3F: 3 clusters Score -88869.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -89031.531250 Penalty: 3314.325684
	Iteration 4F: 3 clusters Score -89031.53 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -89200.000000 Penalty: 3314.325684
	Iteration 5F: 3 clusters Score -89200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -89395.585938 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -89395.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -89481.531250 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -89481.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -89634.734375 Penalty: 3314.325684
	Iteration 8Q: 3 clusters Score -89634.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -89764.945312 Penalty: 3314.325684
	Iteration 9Q: 3 clusters Score -89764.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -89879.648438 Penalty: 3314.325684
	Iteration 10Q: 3 clusters Score -89879.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -89974.664062 Penalty: 3314.325684
	Iteration 11Q: 3 clusters Score -89974.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -90011.015625 Penalty: 3314.325684
	Iteration 12Q: 3 clusters Score -90011.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -90097.093750 Penalty: 3314.325684
	Iteration 13Q: 3 clusters Score -90097.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -90197.906250 Penalty: 3314.325684
	Iteration 14Q: 3 clusters Score -90197.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -90218.109375 Penalty: 3314.325684
	Iteration 15Q: 3 clusters Score -90218.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -90230.718750 Penalty: 3314.325684
	Iteration 16Q: 3 clusters Score -90230.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -90232.796875 Penalty: 3314.325684
	Iteration 17Q: 3 clusters Score -90232.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -90239.203125 Penalty: 3314.325684
	Iteration 18Q: 3 clusters Score -90239.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -90240.015625 Penalty: 3314.325684
	Iteration 19Q: 3 clusters Score -90240.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -90240.968750 Penalty: 3314.325684
	Iteration 20F: 3 clusters Score -90240.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -90243.507812 Penalty: 3314.325684
	Iteration 21Q: 3 clusters Score -90243.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -90244.953125 Penalty: 3314.325684
	Iteration 22Q: 3 clusters Score -90244.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -90254.195312 Penalty: 3314.325684
	Iteration 23Q: 3 clusters Score -90254.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -90269.648438 Penalty: 3314.325684
	Iteration 24Q: 3 clusters Score -90269.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -90278.812500 Penalty: 3314.325684
	Iteration 25Q: 3 clusters Score -90278.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -90287.375000 Penalty: 3314.325684
	Iteration 26Q: 3 clusters Score -90287.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -90302.507812 Penalty: 3314.325684
	Iteration 27Q: 3 clusters Score -90302.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -90312.406250 Penalty: 3314.325684
	Iteration 28Q: 3 clusters Score -90312.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -90319.734375 Penalty: 3314.325684
	Iteration 29Q: 3 clusters Score -90319.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -90326.406250 Penalty: 3314.325684
	Iteration 30Q: 3 clusters Score -90326.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -90329.132812 Penalty: 3314.325684
	Iteration 31Q: 3 clusters Score -90329.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -90329.132812 Penalty: 3314.325684
	Iteration 32F: 3 clusters Score -90329.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 26956 members 
Mstep: Class 3 contains 136535 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 22364 members 
Mstep: Class 6 contains 125823 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36639 members 
Mstep: Class 9 contains 9900 members 
Mstep: Class 10 contains 14408 members 
Mstep: Class 11 contains 9827 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 37648 members 
Mstep: Class 14 contains 2868 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5329 members 
Mstep: Class 17 contains 7315 members 
Mstep: Class 18 contains 26471 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 11054 members 
Mstep: Class 22 contains 2849 members 
Mstep: Class 23 contains 195 members 
Mstep: Class 24 contains 4414 members 
Mstep: Class 25 contains 13110 members 
Mstep: Class 26 contains 4698 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 1092 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10235 members 
Mstep: Class 32 contains 2434 members 
Mstep: Class 33 contains 8897 members 
Mstep: Class 34 contains 603 members 
Entering Unmasked Estep 
Score: -73847624.000000 Penalty: 111890.835938
Splitting cluster 23 changes total score from -73848584.000000 to -73847624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (4414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Entering Unmasked Estep 
Score: -581091.812500 Penalty: 2081.348877
	Iteration 0F: 2 clusters Score -581091.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -576960.562500 Penalty: 4162.697754
	Iteration 0F: 3 clusters Score -576960.6 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -577965.875000 Penalty: 4162.697754
	Iteration 1F: 3 clusters Score -577965.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -578195.625000 Penalty: 4162.697754
	Iteration 2F: 3 clusters Score -578195.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -578348.187500 Penalty: 4162.697754
	Iteration 3F: 3 clusters Score -578348.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -578457.875000 Penalty: 4162.697754
	Iteration 4Q: 3 clusters Score -578457.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -578545.750000 Penalty: 4162.697754
	Iteration 5Q: 3 clusters Score -578545.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -578627.687500 Penalty: 4162.697754
	Iteration 6Q: 3 clusters Score -578627.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -578709.000000 Penalty: 4162.697754
	Iteration 7Q: 3 clusters Score -578709 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -578793.187500 Penalty: 4162.697754
	Iteration 8Q: 3 clusters Score -578793.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -578875.750000 Penalty: 4162.697754
	Iteration 9Q: 3 clusters Score -578875.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -578942.187500 Penalty: 4162.697754
	Iteration 10Q: 3 clusters Score -578942.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -579002.875000 Penalty: 4162.697754
	Iteration 11Q: 3 clusters Score -579002.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -579056.125000 Penalty: 4162.697754
	Iteration 12Q: 3 clusters Score -579056.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -579113.562500 Penalty: 4162.697754
	Iteration 13Q: 3 clusters Score -579113.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -579161.375000 Penalty: 4162.697754
	Iteration 14Q: 3 clusters Score -579161.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -579208.000000 Penalty: 4162.697754
	Iteration 15Q: 3 clusters Score -579208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -579239.000000 Penalty: 4162.697754
	Iteration 16Q: 3 clusters Score -579239 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -579268.562500 Penalty: 4162.697754
	Iteration 17Q: 3 clusters Score -579268.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -579294.062500 Penalty: 4162.697754
	Iteration 18Q: 3 clusters Score -579294.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -579319.687500 Penalty: 4162.697754
	Iteration 19Q: 3 clusters Score -579319.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -579337.625000 Penalty: 4162.697754
	Iteration 20F: 3 clusters Score -579337.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -579359.062500 Penalty: 4162.697754
	Iteration 21Q: 3 clusters Score -579359.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -579382.062500 Penalty: 4162.697754
	Iteration 22Q: 3 clusters Score -579382.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -579402.187500 Penalty: 4162.697754
	Iteration 23Q: 3 clusters Score -579402.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -579424.312500 Penalty: 4162.697754
	Iteration 24Q: 3 clusters Score -579424.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -579445.812500 Penalty: 4162.697754
	Iteration 25Q: 3 clusters Score -579445.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -579461.375000 Penalty: 4162.697754
	Iteration 26Q: 3 clusters Score -579461.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -579475.437500 Penalty: 4162.697754
	Iteration 27Q: 3 clusters Score -579475.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -579489.375000 Penalty: 4162.697754
	Iteration 28Q: 3 clusters Score -579489.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -579500.875000 Penalty: 4162.697754
	Iteration 29Q: 3 clusters Score -579500.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -579510.312500 Penalty: 4162.697754
	Iteration 30Q: 3 clusters Score -579510.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -579522.812500 Penalty: 4162.697754
	Iteration 31Q: 3 clusters Score -579522.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -579536.250000 Penalty: 4162.697754
	Iteration 32Q: 3 clusters Score -579536.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -579545.875000 Penalty: 4162.697754
	Iteration 33Q: 3 clusters Score -579545.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -579550.625000 Penalty: 4162.697754
	Iteration 34Q: 3 clusters Score -579550.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -579555.625000 Penalty: 4162.697754
	Iteration 35Q: 3 clusters Score -579555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -579559.125000 Penalty: 4162.697754
	Iteration 36Q: 3 clusters Score -579559.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -579561.687500 Penalty: 4162.697754
	Iteration 37Q: 3 clusters Score -579561.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -579565.250000 Penalty: 4162.697754
	Iteration 38Q: 3 clusters Score -579565.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -579568.750000 Penalty: 4162.697754
	Iteration 39Q: 3 clusters Score -579568.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -579575.125000 Penalty: 4162.697754
	Iteration 40F: 3 clusters Score -579575.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -579579.562500 Penalty: 4162.697754
	Iteration 41Q: 3 clusters Score -579579.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -579581.062500 Penalty: 4162.697754
	Iteration 42Q: 3 clusters Score -579581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -579581.625000 Penalty: 4162.697754
	Iteration 43Q: 3 clusters Score -579581.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -579584.500000 Penalty: 4162.697754
	Iteration 44Q: 3 clusters Score -579584.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -579585.562500 Penalty: 4162.697754
	Iteration 45Q: 3 clusters Score -579585.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -579585.500000 Penalty: 4162.697754
	Iteration 46Q: 3 clusters Score -579585.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -579585.625000 Penalty: 4162.697754
	Iteration 47Q: 3 clusters Score -579585.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -579586.750000 Penalty: 4162.697754
	Iteration 48Q: 3 clusters Score -579586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -579587.250000 Penalty: 4162.697754
	Iteration 49Q: 3 clusters Score -579587.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -579588.312500 Penalty: 4162.697754
	Iteration 50Q: 3 clusters Score -579588.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -579588.437500 Penalty: 4162.697754
	Iteration 51Q: 3 clusters Score -579588.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -579589.187500 Penalty: 4162.697754
	Iteration 52Q: 3 clusters Score -579589.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -579590.375000 Penalty: 4162.697754
	Iteration 53Q: 3 clusters Score -579590.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -579590.375000 Penalty: 4162.697754
	Iteration 54F: 3 clusters Score -579590.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Entering Unmasked Estep 
Score: -1585126.500000 Penalty: 2351.320312
	Iteration 0F: 2 clusters Score -1585126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1575570.750000 Penalty: 4702.640625
	Iteration 0F: 3 clusters Score -1575571 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1578806.250000 Penalty: 4702.640625
	Iteration 1F: 3 clusters Score -1578806 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1579669.000000 Penalty: 4702.640625
	Iteration 2F: 3 clusters Score -1579669 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1580521.625000 Penalty: 4702.640625
	Iteration 3F: 3 clusters Score -1580522 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1581391.125000 Penalty: 4702.640625
	Iteration 4F: 3 clusters Score -1581391 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1582238.375000 Penalty: 4702.640625
	Iteration 5F: 3 clusters Score -1582238 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1583005.000000 Penalty: 4702.640625
	Iteration 6F: 3 clusters Score -1583005 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1583577.250000 Penalty: 4702.640625
	Iteration 7F: 3 clusters Score -1583577 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1583908.375000 Penalty: 4702.640625
	Iteration 8Q: 3 clusters Score -1583908 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1584120.500000 Penalty: 4702.640625
	Iteration 9Q: 3 clusters Score -1584120 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1584254.375000 Penalty: 4702.640625
	Iteration 10Q: 3 clusters Score -1584254 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1584340.125000 Penalty: 4702.640625
	Iteration 11Q: 3 clusters Score -1584340 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1584400.500000 Penalty: 4702.640625
	Iteration 12Q: 3 clusters Score -1584400 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1584458.625000 Penalty: 4702.640625
	Iteration 13Q: 3 clusters Score -1584459 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1584497.625000 Penalty: 4702.640625
	Iteration 14Q: 3 clusters Score -1584498 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1584518.500000 Penalty: 4702.640625
	Iteration 15Q: 3 clusters Score -1584518 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1584538.625000 Penalty: 4702.640625
	Iteration 16Q: 3 clusters Score -1584539 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1584565.500000 Penalty: 4702.640625
	Iteration 17Q: 3 clusters Score -1584566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1584579.375000 Penalty: 4702.640625
	Iteration 18Q: 3 clusters Score -1584579 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1584589.625000 Penalty: 4702.640625
	Iteration 19Q: 3 clusters Score -1584590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1584598.875000 Penalty: 4702.640625
	Iteration 20F: 3 clusters Score -1584599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1584609.250000 Penalty: 4702.640625
	Iteration 21Q: 3 clusters Score -1584609 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1584622.500000 Penalty: 4702.640625
	Iteration 22Q: 3 clusters Score -1584622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1584627.375000 Penalty: 4702.640625
	Iteration 23Q: 3 clusters Score -1584627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1584632.625000 Penalty: 4702.640625
	Iteration 24Q: 3 clusters Score -1584633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1584634.500000 Penalty: 4702.640625
	Iteration 25Q: 3 clusters Score -1584634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1584635.750000 Penalty: 4702.640625
	Iteration 26Q: 3 clusters Score -1584636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1584637.625000 Penalty: 4702.640625
	Iteration 27Q: 3 clusters Score -1584638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1584639.000000 Penalty: 4702.640625
	Iteration 28Q: 3 clusters Score -1584639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1584639.250000 Penalty: 4702.640625
	Iteration 29Q: 3 clusters Score -1584639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1584641.125000 Penalty: 4702.640625
	Iteration 30Q: 3 clusters Score -1584641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1584641.625000 Penalty: 4702.640625
	Iteration 31Q: 3 clusters Score -1584642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1584639.125000 Penalty: 4702.640625
	Iteration 32Q: 3 clusters Score -1584639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1584639.500000 Penalty: 4702.640625
	Iteration 33Q: 3 clusters Score -1584640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1584639.500000 Penalty: 4702.640625
	Iteration 34F: 3 clusters Score -1584640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Entering Unmasked Estep 
Score: -610177.062500 Penalty: 2096.813232
	Iteration 0F: 2 clusters Score -610177.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -605805.062500 Penalty: 4193.626465
	Iteration 0F: 3 clusters Score -605805.1 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -606859.062500 Penalty: 4193.626465
	Iteration 1F: 3 clusters Score -606859.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -607035.875000 Penalty: 4193.626465
	Iteration 2F: 3 clusters Score -607035.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -607135.687500 Penalty: 4193.626465
	Iteration 3Q: 3 clusters Score -607135.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -607219.437500 Penalty: 4193.626465
	Iteration 4Q: 3 clusters Score -607219.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -607289.500000 Penalty: 4193.626465
	Iteration 5Q: 3 clusters Score -607289.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -607345.500000 Penalty: 4193.626465
	Iteration 6Q: 3 clusters Score -607345.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -607385.000000 Penalty: 4193.626465
	Iteration 7Q: 3 clusters Score -607385 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -607426.375000 Penalty: 4193.626465
	Iteration 8Q: 3 clusters Score -607426.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -607457.312500 Penalty: 4193.626465
	Iteration 9Q: 3 clusters Score -607457.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -607481.500000 Penalty: 4193.626465
	Iteration 10Q: 3 clusters Score -607481.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -607503.937500 Penalty: 4193.626465
	Iteration 11Q: 3 clusters Score -607503.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -607519.000000 Penalty: 4193.626465
	Iteration 12Q: 3 clusters Score -607519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -607531.750000 Penalty: 4193.626465
	Iteration 13Q: 3 clusters Score -607531.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -607547.375000 Penalty: 4193.626465
	Iteration 14Q: 3 clusters Score -607547.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -607566.937500 Penalty: 4193.626465
	Iteration 15Q: 3 clusters Score -607566.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -607588.937500 Penalty: 4193.626465
	Iteration 16Q: 3 clusters Score -607588.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -607611.000000 Penalty: 4193.626465
	Iteration 17Q: 3 clusters Score -607611 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -607634.812500 Penalty: 4193.626465
	Iteration 18Q: 3 clusters Score -607634.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -607653.375000 Penalty: 4193.626465
	Iteration 19Q: 3 clusters Score -607653.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -607666.687500 Penalty: 4193.626465
	Iteration 20F: 3 clusters Score -607666.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -607683.937500 Penalty: 4193.626465
	Iteration 21Q: 3 clusters Score -607683.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -607705.250000 Penalty: 4193.626465
	Iteration 22Q: 3 clusters Score -607705.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -607719.000000 Penalty: 4193.626465
	Iteration 23Q: 3 clusters Score -607719 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -607732.687500 Penalty: 4193.626465
	Iteration 24Q: 3 clusters Score -607732.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -607742.125000 Penalty: 4193.626465
	Iteration 25Q: 3 clusters Score -607742.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -607752.062500 Penalty: 4193.626465
	Iteration 26Q: 3 clusters Score -607752.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -607760.375000 Penalty: 4193.626465
	Iteration 27Q: 3 clusters Score -607760.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -607764.625000 Penalty: 4193.626465
	Iteration 28Q: 3 clusters Score -607764.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -607770.437500 Penalty: 4193.626465
	Iteration 29Q: 3 clusters Score -607770.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -607775.687500 Penalty: 4193.626465
	Iteration 30Q: 3 clusters Score -607775.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -607781.250000 Penalty: 4193.626465
	Iteration 31Q: 3 clusters Score -607781.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -607786.562500 Penalty: 4193.626465
	Iteration 32Q: 3 clusters Score -607786.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -607791.812500 Penalty: 4193.626465
	Iteration 33Q: 3 clusters Score -607791.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -607799.562500 Penalty: 4193.626465
	Iteration 34Q: 3 clusters Score -607799.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -607805.375000 Penalty: 4193.626465
	Iteration 35Q: 3 clusters Score -607805.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -607807.250000 Penalty: 4193.626465
	Iteration 36Q: 3 clusters Score -607807.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -607807.437500 Penalty: 4193.626465
	Iteration 37Q: 3 clusters Score -607807.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -607808.562500 Penalty: 4193.626465
	Iteration 38Q: 3 clusters Score -607808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -607809.500000 Penalty: 4193.626465
	Iteration 39Q: 3 clusters Score -607809.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -607809.500000 Penalty: 4193.626465
	Iteration 40F: 3 clusters Score -607809.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Entering Unmasked Estep 
Score: -300415.375000 Penalty: 1943.223633
	Iteration 0F: 2 clusters Score -300415.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -297476.906250 Penalty: 3886.447266
	Iteration 0F: 3 clusters Score -297476.9 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -298045.218750 Penalty: 3886.447266
	Iteration 1F: 3 clusters Score -298045.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -298251.531250 Penalty: 3886.447266
	Iteration 2F: 3 clusters Score -298251.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -298397.125000 Penalty: 3886.447266
	Iteration 3F: 3 clusters Score -298397.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -298576.281250 Penalty: 3886.447266
	Iteration 4Q: 3 clusters Score -298576.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -298770.843750 Penalty: 3886.447266
	Iteration 5F: 3 clusters Score -298770.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -298978.843750 Penalty: 3886.447266
	Iteration 6F: 3 clusters Score -298978.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -299166.812500 Penalty: 3886.447266
	Iteration 7F: 3 clusters Score -299166.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -299276.250000 Penalty: 3886.447266
	Iteration 8Q: 3 clusters Score -299276.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -299369.218750 Penalty: 3886.447266
	Iteration 9Q: 3 clusters Score -299369.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -299421.281250 Penalty: 3886.447266
	Iteration 10Q: 3 clusters Score -299421.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -299461.781250 Penalty: 3886.447266
	Iteration 11Q: 3 clusters Score -299461.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -299504.156250 Penalty: 3886.447266
	Iteration 12Q: 3 clusters Score -299504.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -299529.718750 Penalty: 3886.447266
	Iteration 13Q: 3 clusters Score -299529.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -299542.156250 Penalty: 3886.447266
	Iteration 14Q: 3 clusters Score -299542.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -299552.656250 Penalty: 3886.447266
	Iteration 15Q: 3 clusters Score -299552.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -299559.062500 Penalty: 3886.447266
	Iteration 16Q: 3 clusters Score -299559.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -299563.156250 Penalty: 3886.447266
	Iteration 17Q: 3 clusters Score -299563.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -299565.250000 Penalty: 3886.447266
	Iteration 18Q: 3 clusters Score -299565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -299569.343750 Penalty: 3886.447266
	Iteration 19Q: 3 clusters Score -299569.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -299573.593750 Penalty: 3886.447266
	Iteration 20F: 3 clusters Score -299573.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -299577.937500 Penalty: 3886.447266
	Iteration 21Q: 3 clusters Score -299577.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -299582.125000 Penalty: 3886.447266
	Iteration 22Q: 3 clusters Score -299582.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -299587.187500 Penalty: 3886.447266
	Iteration 23Q: 3 clusters Score -299587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -299588.937500 Penalty: 3886.447266
	Iteration 24Q: 3 clusters Score -299588.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -299592.156250 Penalty: 3886.447266
	Iteration 25Q: 3 clusters Score -299592.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -299594.343750 Penalty: 3886.447266
	Iteration 26Q: 3 clusters Score -299594.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -299596.937500 Penalty: 3886.447266
	Iteration 27Q: 3 clusters Score -299596.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -299600.843750 Penalty: 3886.447266
	Iteration 28Q: 3 clusters Score -299600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -299605.531250 Penalty: 3886.447266
	Iteration 29Q: 3 clusters Score -299605.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -299606.718750 Penalty: 3886.447266
	Iteration 30Q: 3 clusters Score -299606.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -299607.281250 Penalty: 3886.447266
	Iteration 31Q: 3 clusters Score -299607.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -299607.281250 Penalty: 3886.447266
	Iteration 32F: 3 clusters Score -299607.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -117341.171875 Penalty: 1734.949951
	Iteration 0F: 2 clusters Score -117341.2 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 552 members 
Entering Unmasked Estep 
Score: -115560.671875 Penalty: 3469.899902
	Iteration 0F: 3 clusters Score -115560.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -116317.593750 Penalty: 3469.899902
	Iteration 1F: 3 clusters Score -116317.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -116686.000000 Penalty: 3469.899902
	Iteration 2F: 3 clusters Score -116686 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -116896.476562 Penalty: 3469.899902
	Iteration 3F: 3 clusters Score -116896.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -117024.093750 Penalty: 3469.899902
	Iteration 4Q: 3 clusters Score -117024.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -117093.703125 Penalty: 3469.899902
	Iteration 5Q: 3 clusters Score -117093.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -117163.609375 Penalty: 3469.899902
	Iteration 6Q: 3 clusters Score -117163.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -117205.445312 Penalty: 3469.899902
	Iteration 7Q: 3 clusters Score -117205.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -117238.156250 Penalty: 3469.899902
	Iteration 8Q: 3 clusters Score -117238.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -117252.789062 Penalty: 3469.899902
	Iteration 9Q: 3 clusters Score -117252.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -117262.726562 Penalty: 3469.899902
	Iteration 10Q: 3 clusters Score -117262.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -117268.468750 Penalty: 3469.899902
	Iteration 11Q: 3 clusters Score -117268.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -117290.359375 Penalty: 3469.899902
	Iteration 12Q: 3 clusters Score -117290.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -117294.773438 Penalty: 3469.899902
	Iteration 13Q: 3 clusters Score -117294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -117299.007812 Penalty: 3469.899902
	Iteration 14Q: 3 clusters Score -117299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -117301.859375 Penalty: 3469.899902
	Iteration 15Q: 3 clusters Score -117301.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -117310.171875 Penalty: 3469.899902
	Iteration 16Q: 3 clusters Score -117310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -117314.734375 Penalty: 3469.899902
	Iteration 17Q: 3 clusters Score -117314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -117318.609375 Penalty: 3469.899902
	Iteration 18Q: 3 clusters Score -117318.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -117331.937500 Penalty: 3469.899902
	Iteration 19Q: 3 clusters Score -117331.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -117367.359375 Penalty: 3469.899902
	Iteration 20F: 3 clusters Score -117367.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -117389.109375 Penalty: 3469.899902
	Iteration 21Q: 3 clusters Score -117389.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -117390.335938 Penalty: 3469.899902
	Iteration 22Q: 3 clusters Score -117390.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -117391.468750 Penalty: 3469.899902
	Iteration 23Q: 3 clusters Score -117391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -117393.187500 Penalty: 3469.899902
	Iteration 24Q: 3 clusters Score -117393.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -117393.187500 Penalty: 3469.899902
	Iteration 25F: 3 clusters Score -117393.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 26956 members 
Mstep: Class 3 contains 136535 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 22364 members 
Mstep: Class 6 contains 125823 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36639 members 
Mstep: Class 9 contains 9900 members 
Mstep: Class 10 contains 14408 members 
Mstep: Class 11 contains 9827 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 37648 members 
Mstep: Class 14 contains 2868 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5329 members 
Mstep: Class 17 contains 7315 members 
Mstep: Class 18 contains 26471 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 11054 members 
Mstep: Class 22 contains 2849 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4414 members 
Mstep: Class 25 contains 13110 members 
Mstep: Class 26 contains 4698 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 327 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 10235 members 
Mstep: Class 32 contains 2434 members 
Mstep: Class 33 contains 8897 members 
Mstep: Class 34 contains 765 members 
Entering Unmasked Estep 
Score: -73847136.000000 Penalty: 111890.835938
Splitting cluster 28 changes total score from -73848584.000000 to -73847136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -295342.375000 Penalty: 1913.018555
	Iteration 0F: 2 clusters Score -295342.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -292589.937500 Penalty: 3826.037109
	Iteration 0F: 3 clusters Score -292589.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -293150.656250 Penalty: 3826.037109
	Iteration 1F: 3 clusters Score -293150.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -293300.937500 Penalty: 3826.037109
	Iteration 2F: 3 clusters Score -293300.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -293420.718750 Penalty: 3826.037109
	Iteration 3F: 3 clusters Score -293420.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -293549.093750 Penalty: 3826.037109
	Iteration 4Q: 3 clusters Score -293549.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -293653.031250 Penalty: 3826.037109
	Iteration 5Q: 3 clusters Score -293653 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -293757.218750 Penalty: 3826.037109
	Iteration 6Q: 3 clusters Score -293757.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -293894.406250 Penalty: 3826.037109
	Iteration 7Q: 3 clusters Score -293894.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -294007.687500 Penalty: 3826.037109
	Iteration 8Q: 3 clusters Score -294007.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -294105.968750 Penalty: 3826.037109
	Iteration 9Q: 3 clusters Score -294106 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -294192.437500 Penalty: 3826.037109
	Iteration 10Q: 3 clusters Score -294192.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -294251.093750 Penalty: 3826.037109
	Iteration 11Q: 3 clusters Score -294251.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -294285.687500 Penalty: 3826.037109
	Iteration 12Q: 3 clusters Score -294285.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -294312.750000 Penalty: 3826.037109
	Iteration 13Q: 3 clusters Score -294312.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -294337.343750 Penalty: 3826.037109
	Iteration 14Q: 3 clusters Score -294337.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -294359.656250 Penalty: 3826.037109
	Iteration 15Q: 3 clusters Score -294359.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -294385.375000 Penalty: 3826.037109
	Iteration 16Q: 3 clusters Score -294385.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -294413.531250 Penalty: 3826.037109
	Iteration 17Q: 3 clusters Score -294413.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -294439.125000 Penalty: 3826.037109
	Iteration 18Q: 3 clusters Score -294439.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -294463.375000 Penalty: 3826.037109
	Iteration 19Q: 3 clusters Score -294463.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -294485.750000 Penalty: 3826.037109
	Iteration 20F: 3 clusters Score -294485.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -294501.218750 Penalty: 3826.037109
	Iteration 21Q: 3 clusters Score -294501.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -294508.625000 Penalty: 3826.037109
	Iteration 22Q: 3 clusters Score -294508.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -294510.593750 Penalty: 3826.037109
	Iteration 23Q: 3 clusters Score -294510.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -294513.468750 Penalty: 3826.037109
	Iteration 24Q: 3 clusters Score -294513.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -294514.781250 Penalty: 3826.037109
	Iteration 25Q: 3 clusters Score -294514.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -294514.781250 Penalty: 3826.037109
	Iteration 26F: 3 clusters Score -294514.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Entering Unmasked Estep 
Score: -190847.500000 Penalty: 1838.814087
	Iteration 0F: 2 clusters Score -190847.5 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 817 members 
Entering Unmasked Estep 
Score: -188534.515625 Penalty: 3677.628174
	Iteration 0F: 3 clusters Score -188534.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -189763.265625 Penalty: 3677.628174
	Iteration 1F: 3 clusters Score -189763.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -191129.218750 Penalty: 3677.628174
	Iteration 2F: 3 clusters Score -191129.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -192184.562500 Penalty: 3677.628174
	Iteration 3F: 3 clusters Score -192184.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -192885.531250 Penalty: 3677.628174
	Iteration 4F: 3 clusters Score -192885.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -193318.296875 Penalty: 3677.628174
	Iteration 5Q: 3 clusters Score -193318.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -193424.656250 Penalty: 3677.628174
	Iteration 6Q: 3 clusters Score -193424.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -193493.531250 Penalty: 3677.628174
	Iteration 7Q: 3 clusters Score -193493.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -193684.781250 Penalty: 3677.628174
	Iteration 8Q: 3 clusters Score -193684.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -193821.906250 Penalty: 3677.628174
	Iteration 9Q: 3 clusters Score -193821.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -193882.640625 Penalty: 3677.628174
	Iteration 10Q: 3 clusters Score -193882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -193888.328125 Penalty: 3677.628174
	Iteration 11Q: 3 clusters Score -193888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -193893.031250 Penalty: 3677.628174
	Iteration 12Q: 3 clusters Score -193893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -193893.953125 Penalty: 3677.628174
	Iteration 13Q: 3 clusters Score -193894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -193893.953125 Penalty: 3677.628174
	Iteration 14F: 3 clusters Score -193894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 26956 members 
Mstep: Class 3 contains 136535 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 22364 members 
Mstep: Class 6 contains 125823 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36639 members 
Mstep: Class 9 contains 9900 members 
Mstep: Class 10 contains 14408 members 
Mstep: Class 11 contains 9827 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 37648 members 
Mstep: Class 14 contains 2868 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5329 members 
Mstep: Class 17 contains 7315 members 
Mstep: Class 18 contains 26471 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 11054 members 
Mstep: Class 22 contains 2849 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4414 members 
Mstep: Class 25 contains 13110 members 
Mstep: Class 26 contains 4698 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 1092 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10235 members 
Mstep: Class 32 contains 2434 members 
Mstep: Class 33 contains 8897 members 
Mstep: Class 34 contains 906 members 
Entering Unmasked Estep 
Score: -73850288.000000 Penalty: 111890.835938
Splitting cluster 30 changes total score from -73848584.000000 to -73850288.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 31 (10235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Entering Unmasked Estep 
Score: -1298053.500000 Penalty: 2289.924805
	Iteration 0F: 2 clusters Score -1298054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1290254.500000 Penalty: 4579.849609
	Iteration 0F: 3 clusters Score -1290254 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1292596.250000 Penalty: 4579.849609
	Iteration 1F: 3 clusters Score -1292596 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1293002.375000 Penalty: 4579.849609
	Iteration 2F: 3 clusters Score -1293002 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1293340.000000 Penalty: 4579.849609
	Iteration 3F: 3 clusters Score -1293340 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1293610.750000 Penalty: 4579.849609
	Iteration 4F: 3 clusters Score -1293611 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1293844.750000 Penalty: 4579.849609
	Iteration 5Q: 3 clusters Score -1293845 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1294061.750000 Penalty: 4579.849609
	Iteration 6Q: 3 clusters Score -1294062 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1294273.500000 Penalty: 4579.849609
	Iteration 7Q: 3 clusters Score -1294274 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1294459.500000 Penalty: 4579.849609
	Iteration 8Q: 3 clusters Score -1294460 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1294637.625000 Penalty: 4579.849609
	Iteration 9Q: 3 clusters Score -1294638 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1294797.500000 Penalty: 4579.849609
	Iteration 10Q: 3 clusters Score -1294798 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1294924.250000 Penalty: 4579.849609
	Iteration 11Q: 3 clusters Score -1294924 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1295057.375000 Penalty: 4579.849609
	Iteration 12Q: 3 clusters Score -1295057 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1295179.125000 Penalty: 4579.849609
	Iteration 13Q: 3 clusters Score -1295179 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1295288.000000 Penalty: 4579.849609
	Iteration 14Q: 3 clusters Score -1295288 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1295395.375000 Penalty: 4579.849609
	Iteration 15Q: 3 clusters Score -1295395 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1295479.625000 Penalty: 4579.849609
	Iteration 16Q: 3 clusters Score -1295480 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1295535.000000 Penalty: 4579.849609
	Iteration 17Q: 3 clusters Score -1295535 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1295579.750000 Penalty: 4579.849609
	Iteration 18Q: 3 clusters Score -1295580 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1295617.875000 Penalty: 4579.849609
	Iteration 19Q: 3 clusters Score -1295618 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1295653.250000 Penalty: 4579.849609
	Iteration 20F: 3 clusters Score -1295653 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1295684.000000 Penalty: 4579.849609
	Iteration 21Q: 3 clusters Score -1295684 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1295714.500000 Penalty: 4579.849609
	Iteration 22Q: 3 clusters Score -1295714 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1295742.125000 Penalty: 4579.849609
	Iteration 23Q: 3 clusters Score -1295742 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1295763.000000 Penalty: 4579.849609
	Iteration 24Q: 3 clusters Score -1295763 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1295793.000000 Penalty: 4579.849609
	Iteration 25Q: 3 clusters Score -1295793 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1295835.250000 Penalty: 4579.849609
	Iteration 26Q: 3 clusters Score -1295835 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1295871.125000 Penalty: 4579.849609
	Iteration 27Q: 3 clusters Score -1295871 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1295904.750000 Penalty: 4579.849609
	Iteration 28Q: 3 clusters Score -1295905 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1295931.500000 Penalty: 4579.849609
	Iteration 29Q: 3 clusters Score -1295932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1295969.875000 Penalty: 4579.849609
	Iteration 30Q: 3 clusters Score -1295970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1296002.375000 Penalty: 4579.849609
	Iteration 31Q: 3 clusters Score -1296002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1296030.000000 Penalty: 4579.849609
	Iteration 32Q: 3 clusters Score -1296030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1296046.500000 Penalty: 4579.849609
	Iteration 33Q: 3 clusters Score -1296046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1296074.250000 Penalty: 4579.849609
	Iteration 34Q: 3 clusters Score -1296074 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1296106.250000 Penalty: 4579.849609
	Iteration 35Q: 3 clusters Score -1296106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1296125.500000 Penalty: 4579.849609
	Iteration 36Q: 3 clusters Score -1296126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1296139.375000 Penalty: 4579.849609
	Iteration 37Q: 3 clusters Score -1296139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1296156.500000 Penalty: 4579.849609
	Iteration 38Q: 3 clusters Score -1296156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1296166.625000 Penalty: 4579.849609
	Iteration 39Q: 3 clusters Score -1296167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1296177.500000 Penalty: 4579.849609
	Iteration 40F: 3 clusters Score -1296178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1296190.125000 Penalty: 4579.849609
	Iteration 41Q: 3 clusters Score -1296190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1296207.875000 Penalty: 4579.849609
	Iteration 42Q: 3 clusters Score -1296208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1296223.625000 Penalty: 4579.849609
	Iteration 43Q: 3 clusters Score -1296224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1296241.000000 Penalty: 4579.849609
	Iteration 44Q: 3 clusters Score -1296241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1296256.875000 Penalty: 4579.849609
	Iteration 45Q: 3 clusters Score -1296257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1296261.750000 Penalty: 4579.849609
	Iteration 46Q: 3 clusters Score -1296262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1296272.625000 Penalty: 4579.849609
	Iteration 47Q: 3 clusters Score -1296273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1296282.000000 Penalty: 4579.849609
	Iteration 48Q: 3 clusters Score -1296282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1296288.375000 Penalty: 4579.849609
	Iteration 49Q: 3 clusters Score -1296288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1296295.625000 Penalty: 4579.849609
	Iteration 50Q: 3 clusters Score -1296296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1296299.000000 Penalty: 4579.849609
	Iteration 51Q: 3 clusters Score -1296299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1296302.000000 Penalty: 4579.849609
	Iteration 52Q: 3 clusters Score -1296302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1296304.875000 Penalty: 4579.849609
	Iteration 53Q: 3 clusters Score -1296305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1296312.000000 Penalty: 4579.849609
	Iteration 54Q: 3 clusters Score -1296312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1296311.625000 Penalty: 4579.849609
	Iteration 55Q: 3 clusters Score -1296312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1296310.875000 Penalty: 4579.849609
	Iteration 56Q: 3 clusters Score -1296311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1296311.125000 Penalty: 4579.849609
	Iteration 57Q: 3 clusters Score -1296311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1296313.125000 Penalty: 4579.849609
	Iteration 58Q: 3 clusters Score -1296313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1296315.250000 Penalty: 4579.849609
	Iteration 59Q: 3 clusters Score -1296315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1296317.125000 Penalty: 4579.849609
	Iteration 60F: 3 clusters Score -1296317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1296318.500000 Penalty: 4579.849609
	Iteration 61Q: 3 clusters Score -1296318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1296317.875000 Penalty: 4579.849609
	Iteration 62Q: 3 clusters Score -1296318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1296321.125000 Penalty: 4579.849609
	Iteration 63Q: 3 clusters Score -1296321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1296322.250000 Penalty: 4579.849609
	Iteration 64Q: 3 clusters Score -1296322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1296326.625000 Penalty: 4579.849609
	Iteration 65Q: 3 clusters Score -1296327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1296325.875000 Penalty: 4579.849609
	Iteration 66Q: 3 clusters Score -1296326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1296328.750000 Penalty: 4579.849609
	Iteration 67Q: 3 clusters Score -1296329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1296327.375000 Penalty: 4579.849609
	Iteration 68Q: 3 clusters Score -1296327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1296329.500000 Penalty: 4579.849609
	Iteration 69Q: 3 clusters Score -1296330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1296328.750000 Penalty: 4579.849609
	Iteration 70Q: 3 clusters Score -1296329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1296329.750000 Penalty: 4579.849609
	Iteration 71Q: 3 clusters Score -1296330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1296330.000000 Penalty: 4579.849609
	Iteration 72Q: 3 clusters Score -1296330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1296331.875000 Penalty: 4579.849609
	Iteration 73Q: 3 clusters Score -1296332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1296331.875000 Penalty: 4579.849609
	Iteration 74F: 3 clusters Score -1296332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 26956 members 
Mstep: Class 3 contains 136535 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 22364 members 
Mstep: Class 6 contains 125823 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36639 members 
Mstep: Class 9 contains 9900 members 
Mstep: Class 10 contains 14408 members 
Mstep: Class 11 contains 9827 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 37648 members 
Mstep: Class 14 contains 2868 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5329 members 
Mstep: Class 17 contains 7315 members 
Mstep: Class 18 contains 26471 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 11054 members 
Mstep: Class 22 contains 2849 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4414 members 
Mstep: Class 25 contains 13110 members 
Mstep: Class 26 contains 4698 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 1092 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73851304.000000 Penalty: 111890.835938
Iteration 79Q: 35 clusters Score -7.38513e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 26958 members 
Mstep: Class 3 contains 136758 members 
Mstep: Class 4 contains 5526 members 
Mstep: Class 5 contains 22367 members 
Mstep: Class 6 contains 125816 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36637 members 
Mstep: Class 9 contains 9963 members 
Mstep: Class 10 contains 14484 members 
Mstep: Class 11 contains 9874 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 37359 members 
Mstep: Class 14 contains 2872 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5331 members 
Mstep: Class 17 contains 7267 members 
Mstep: Class 18 contains 26471 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 11476 members 
Mstep: Class 22 contains 3026 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4410 members 
Mstep: Class 25 contains 13116 members 
Mstep: Class 26 contains 4713 members 
Mstep: Class 27 contains 2498 members 
Mstep: Class 28 contains 1096 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10255 members 
Mstep: Class 32 contains 2388 members 
Mstep: Class 33 contains 8261 members 
Mstep: Class 34 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852176.000000 Penalty: 111890.835938
Iteration 80F: 35 clusters Score -7.385218e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 26954 members 
Mstep: Class 3 contains 136626 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 22372 members 
Mstep: Class 6 contains 125816 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36636 members 
Mstep: Class 9 contains 9919 members 
Mstep: Class 10 contains 14518 members 
Mstep: Class 11 contains 9882 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 36903 members 
Mstep: Class 14 contains 2865 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5331 members 
Mstep: Class 17 contains 7207 members 
Mstep: Class 18 contains 26464 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 11833 members 
Mstep: Class 22 contains 3103 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4406 members 
Mstep: Class 25 contains 13108 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 2415 members 
Mstep: Class 28 contains 1094 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10253 members 
Mstep: Class 32 contains 2449 members 
Mstep: Class 33 contains 8526 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852696.000000 Penalty: 111890.835938
Iteration 81Q: 35 clusters Score -7.38527e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 26952 members 
Mstep: Class 3 contains 136590 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 22374 members 
Mstep: Class 6 contains 125809 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36637 members 
Mstep: Class 9 contains 9903 members 
Mstep: Class 10 contains 14560 members 
Mstep: Class 11 contains 9922 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 36513 members 
Mstep: Class 14 contains 2860 members 
Mstep: Class 15 contains 18584 members 
Mstep: Class 16 contains 5329 members 
Mstep: Class 17 contains 7158 members 
Mstep: Class 18 contains 26462 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 12097 members 
Mstep: Class 22 contains 3164 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 13108 members 
Mstep: Class 26 contains 4736 members 
Mstep: Class 27 contains 2374 members 
Mstep: Class 28 contains 1097 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10263 members 
Mstep: Class 32 contains 2458 members 
Mstep: Class 33 contains 8638 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852696.000000 Penalty: 111890.835938
Iteration 82Q: 35 clusters Score -7.38527e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 26950 members 
Mstep: Class 3 contains 136576 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 22372 members 
Mstep: Class 6 contains 125803 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9888 members 
Mstep: Class 10 contains 14600 members 
Mstep: Class 11 contains 9969 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 36146 members 
Mstep: Class 14 contains 2863 members 
Mstep: Class 15 contains 18586 members 
Mstep: Class 16 contains 5332 members 
Mstep: Class 17 contains 7116 members 
Mstep: Class 18 contains 26459 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 12327 members 
Mstep: Class 22 contains 3206 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4402 members 
Mstep: Class 25 contains 13112 members 
Mstep: Class 26 contains 4752 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 1096 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10269 members 
Mstep: Class 32 contains 2462 members 
Mstep: Class 33 contains 8729 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853000.000000 Penalty: 111890.835938
Iteration 83Q: 35 clusters Score -7.3853e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 26947 members 
Mstep: Class 3 contains 136565 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 22371 members 
Mstep: Class 6 contains 125795 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9882 members 
Mstep: Class 10 contains 14635 members 
Mstep: Class 11 contains 10018 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 35819 members 
Mstep: Class 14 contains 2867 members 
Mstep: Class 15 contains 18585 members 
Mstep: Class 16 contains 5335 members 
Mstep: Class 17 contains 7080 members 
Mstep: Class 18 contains 26457 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 12537 members 
Mstep: Class 22 contains 3234 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 13117 members 
Mstep: Class 26 contains 4761 members 
Mstep: Class 27 contains 2309 members 
Mstep: Class 28 contains 1096 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10276 members 
Mstep: Class 32 contains 2462 members 
Mstep: Class 33 contains 8809 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852960.000000 Penalty: 111890.835938
Iteration 84Q: 35 clusters Score -7.385296e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 26947 members 
Mstep: Class 3 contains 136585 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22371 members 
Mstep: Class 6 contains 125784 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36637 members 
Mstep: Class 9 contains 9884 members 
Mstep: Class 10 contains 14661 members 
Mstep: Class 11 contains 10087 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 35526 members 
Mstep: Class 14 contains 2866 members 
Mstep: Class 15 contains 18584 members 
Mstep: Class 16 contains 5339 members 
Mstep: Class 17 contains 7052 members 
Mstep: Class 18 contains 26455 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 12699 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4401 members 
Mstep: Class 25 contains 13118 members 
Mstep: Class 26 contains 4773 members 
Mstep: Class 27 contains 2292 members 
Mstep: Class 28 contains 1096 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10283 members 
Mstep: Class 32 contains 2464 members 
Mstep: Class 33 contains 8844 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852960.000000 Penalty: 111890.835938
Iteration 85Q: 35 clusters Score -7.385296e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 26947 members 
Mstep: Class 3 contains 136614 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22371 members 
Mstep: Class 6 contains 125776 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36637 members 
Mstep: Class 9 contains 9876 members 
Mstep: Class 10 contains 14690 members 
Mstep: Class 11 contains 10145 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 35292 members 
Mstep: Class 14 contains 2869 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 7022 members 
Mstep: Class 18 contains 26453 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 12820 members 
Mstep: Class 22 contains 3257 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4398 members 
Mstep: Class 25 contains 13120 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 2273 members 
Mstep: Class 28 contains 1097 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10293 members 
Mstep: Class 32 contains 2464 members 
Mstep: Class 33 contains 8872 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853144.000000 Penalty: 111890.835938
Iteration 86Q: 35 clusters Score -7.385314e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 26947 members 
Mstep: Class 3 contains 136641 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22371 members 
Mstep: Class 6 contains 125772 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36637 members 
Mstep: Class 9 contains 9874 members 
Mstep: Class 10 contains 14726 members 
Mstep: Class 11 contains 10199 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 35083 members 
Mstep: Class 14 contains 2864 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 6984 members 
Mstep: Class 18 contains 26453 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 12929 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13118 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2264 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10298 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 8896 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853088.000000 Penalty: 111890.835938
Iteration 87Q: 35 clusters Score -7.385309e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 26947 members 
Mstep: Class 3 contains 136664 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22371 members 
Mstep: Class 6 contains 125766 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36637 members 
Mstep: Class 9 contains 9869 members 
Mstep: Class 10 contains 14771 members 
Mstep: Class 11 contains 10254 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 34882 members 
Mstep: Class 14 contains 2859 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5347 members 
Mstep: Class 17 contains 6942 members 
Mstep: Class 18 contains 26453 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13022 members 
Mstep: Class 22 contains 3281 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4396 members 
Mstep: Class 25 contains 13118 members 
Mstep: Class 26 contains 4802 members 
Mstep: Class 27 contains 2247 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10302 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 8921 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853128.000000 Penalty: 111890.835938
Iteration 88Q: 35 clusters Score -7.385313e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 26947 members 
Mstep: Class 3 contains 136670 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 22371 members 
Mstep: Class 6 contains 125763 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36637 members 
Mstep: Class 9 contains 9867 members 
Mstep: Class 10 contains 14820 members 
Mstep: Class 11 contains 10317 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 34723 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5349 members 
Mstep: Class 17 contains 6900 members 
Mstep: Class 18 contains 26451 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13094 members 
Mstep: Class 22 contains 3295 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13118 members 
Mstep: Class 26 contains 4810 members 
Mstep: Class 27 contains 2231 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10307 members 
Mstep: Class 32 contains 2467 members 
Mstep: Class 33 contains 8929 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853120.000000 Penalty: 111890.835938
Iteration 89Q: 35 clusters Score -7.385312e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 26947 members 
Mstep: Class 3 contains 136673 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 22371 members 
Mstep: Class 6 contains 125758 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9864 members 
Mstep: Class 10 contains 14865 members 
Mstep: Class 11 contains 10362 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 34596 members 
Mstep: Class 14 contains 2856 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6852 members 
Mstep: Class 18 contains 26451 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13157 members 
Mstep: Class 22 contains 3310 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4394 members 
Mstep: Class 25 contains 13118 members 
Mstep: Class 26 contains 4814 members 
Mstep: Class 27 contains 2222 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10310 members 
Mstep: Class 32 contains 2467 members 
Mstep: Class 33 contains 8943 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853136.000000 Penalty: 111890.835938
Iteration 90Q: 35 clusters Score -7.385314e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26947 members 
Mstep: Class 3 contains 136672 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 22371 members 
Mstep: Class 6 contains 125758 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36639 members 
Mstep: Class 9 contains 9858 members 
Mstep: Class 10 contains 14906 members 
Mstep: Class 11 contains 10401 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 34498 members 
Mstep: Class 14 contains 2856 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6810 members 
Mstep: Class 18 contains 26451 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13207 members 
Mstep: Class 22 contains 3323 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4392 members 
Mstep: Class 25 contains 13119 members 
Mstep: Class 26 contains 4820 members 
Mstep: Class 27 contains 2214 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2467 members 
Mstep: Class 33 contains 8949 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853264.000000 Penalty: 111890.835938
Iteration 91Q: 35 clusters Score -7.385326e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 26947 members 
Mstep: Class 3 contains 136671 members 
Mstep: Class 4 contains 5526 members 
Mstep: Class 5 contains 22372 members 
Mstep: Class 6 contains 125758 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36639 members 
Mstep: Class 9 contains 9854 members 
Mstep: Class 10 contains 14956 members 
Mstep: Class 11 contains 10433 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 34412 members 
Mstep: Class 14 contains 2858 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6760 members 
Mstep: Class 18 contains 26453 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13246 members 
Mstep: Class 22 contains 3328 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4391 members 
Mstep: Class 25 contains 13120 members 
Mstep: Class 26 contains 4826 members 
Mstep: Class 27 contains 2211 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10311 members 
Mstep: Class 32 contains 2467 members 
Mstep: Class 33 contains 8957 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853200.000000 Penalty: 111890.835938
Iteration 92Q: 35 clusters Score -7.38532e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 26947 members 
Mstep: Class 3 contains 136665 members 
Mstep: Class 4 contains 5526 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125759 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9853 members 
Mstep: Class 10 contains 14997 members 
Mstep: Class 11 contains 10456 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 34340 members 
Mstep: Class 14 contains 2854 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6719 members 
Mstep: Class 18 contains 26452 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13287 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4391 members 
Mstep: Class 25 contains 13122 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 2209 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10310 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 8967 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853200.000000 Penalty: 111890.835938
Iteration 93Q: 35 clusters Score -7.38532e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136661 members 
Mstep: Class 4 contains 5526 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125757 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9848 members 
Mstep: Class 10 contains 15034 members 
Mstep: Class 11 contains 10489 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 34270 members 
Mstep: Class 14 contains 2853 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6683 members 
Mstep: Class 18 contains 26451 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13321 members 
Mstep: Class 22 contains 3333 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4391 members 
Mstep: Class 25 contains 13122 members 
Mstep: Class 26 contains 4838 members 
Mstep: Class 27 contains 2208 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10310 members 
Mstep: Class 32 contains 2468 members 
Mstep: Class 33 contains 8974 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853248.000000 Penalty: 111890.835938
Iteration 94Q: 35 clusters Score -7.385325e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136657 members 
Mstep: Class 4 contains 5526 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125756 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9849 members 
Mstep: Class 10 contains 15078 members 
Mstep: Class 11 contains 10520 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 34208 members 
Mstep: Class 14 contains 2848 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5352 members 
Mstep: Class 17 contains 6636 members 
Mstep: Class 18 contains 26451 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13357 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4391 members 
Mstep: Class 25 contains 13122 members 
Mstep: Class 26 contains 4843 members 
Mstep: Class 27 contains 2202 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10311 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 8981 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853080.000000 Penalty: 111890.835938
Iteration 95Q: 35 clusters Score -7.385308e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136655 members 
Mstep: Class 4 contains 5526 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125756 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9850 members 
Mstep: Class 10 contains 15134 members 
Mstep: Class 11 contains 10547 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 34148 members 
Mstep: Class 14 contains 2846 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5352 members 
Mstep: Class 17 contains 6577 members 
Mstep: Class 18 contains 26451 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13393 members 
Mstep: Class 22 contains 3333 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4391 members 
Mstep: Class 25 contains 13122 members 
Mstep: Class 26 contains 4846 members 
Mstep: Class 27 contains 2196 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10311 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 8988 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853128.000000 Penalty: 111890.835938
Iteration 96Q: 35 clusters Score -7.385313e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136652 members 
Mstep: Class 4 contains 5526 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125756 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9852 members 
Mstep: Class 10 contains 15183 members 
Mstep: Class 11 contains 10568 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 34101 members 
Mstep: Class 14 contains 2849 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5352 members 
Mstep: Class 17 contains 6522 members 
Mstep: Class 18 contains 26452 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13416 members 
Mstep: Class 22 contains 3335 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4391 members 
Mstep: Class 25 contains 13122 members 
Mstep: Class 26 contains 4847 members 
Mstep: Class 27 contains 2195 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10311 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 8992 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853128.000000 Penalty: 111890.835938
Iteration 97Q: 35 clusters Score -7.385313e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136649 members 
Mstep: Class 4 contains 5526 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125755 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9852 members 
Mstep: Class 10 contains 15222 members 
Mstep: Class 11 contains 10591 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 34055 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5352 members 
Mstep: Class 17 contains 6484 members 
Mstep: Class 18 contains 26453 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13436 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4391 members 
Mstep: Class 25 contains 13122 members 
Mstep: Class 26 contains 4849 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10311 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 8998 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853152.000000 Penalty: 111890.835938
Iteration 98Q: 35 clusters Score -7.385315e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136654 members 
Mstep: Class 4 contains 5526 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125755 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9850 members 
Mstep: Class 10 contains 15258 members 
Mstep: Class 11 contains 10609 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 34012 members 
Mstep: Class 14 contains 2846 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6447 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13448 members 
Mstep: Class 22 contains 3338 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13122 members 
Mstep: Class 26 contains 4858 members 
Mstep: Class 27 contains 2189 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10311 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 9002 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853216.000000 Penalty: 111890.835938
Iteration 99Q: 35 clusters Score -7.385322e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136654 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125755 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9849 members 
Mstep: Class 10 contains 15297 members 
Mstep: Class 11 contains 10617 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33978 members 
Mstep: Class 14 contains 2845 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5350 members 
Mstep: Class 17 contains 6410 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13464 members 
Mstep: Class 22 contains 3341 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4863 members 
Mstep: Class 27 contains 2190 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10311 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 9004 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853160.000000 Penalty: 111890.835938
Iteration 100F: 35 clusters Score -7.385316e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136655 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15330 members 
Mstep: Class 11 contains 10629 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33947 members 
Mstep: Class 14 contains 2845 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6377 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13478 members 
Mstep: Class 22 contains 3341 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4869 members 
Mstep: Class 27 contains 2189 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10311 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9006 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853240.000000 Penalty: 111890.835938
Iteration 101Q: 35 clusters Score -7.385324e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136652 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15357 members 
Mstep: Class 11 contains 10643 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33926 members 
Mstep: Class 14 contains 2845 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13484 members 
Mstep: Class 22 contains 3341 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2189 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9008 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853224.000000 Penalty: 111890.835938
Iteration 102Q: 35 clusters Score -7.385322e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136649 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9849 members 
Mstep: Class 10 contains 15382 members 
Mstep: Class 11 contains 10652 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33914 members 
Mstep: Class 14 contains 2845 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6322 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13487 members 
Mstep: Class 22 contains 3341 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2191 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9010 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853208.000000 Penalty: 111890.835938
Iteration 103Q: 35 clusters Score -7.385321e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136649 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15406 members 
Mstep: Class 11 contains 10661 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33903 members 
Mstep: Class 14 contains 2843 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6297 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13492 members 
Mstep: Class 22 contains 3341 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2192 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9011 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853240.000000 Penalty: 111890.835938
Iteration 104Q: 35 clusters Score -7.385324e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136645 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15435 members 
Mstep: Class 11 contains 10668 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33895 members 
Mstep: Class 14 contains 2843 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13495 members 
Mstep: Class 22 contains 3341 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2193 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9014 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853200.000000 Penalty: 111890.835938
Iteration 105Q: 35 clusters Score -7.38532e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136645 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9848 members 
Mstep: Class 10 contains 15460 members 
Mstep: Class 11 contains 10673 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33884 members 
Mstep: Class 14 contains 2842 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13497 members 
Mstep: Class 22 contains 3343 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4871 members 
Mstep: Class 27 contains 2196 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9015 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853184.000000 Penalty: 111890.835938
Iteration 106Q: 35 clusters Score -7.385318e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136647 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9848 members 
Mstep: Class 10 contains 15482 members 
Mstep: Class 11 contains 10676 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33878 members 
Mstep: Class 14 contains 2842 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13497 members 
Mstep: Class 22 contains 3347 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4872 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9012 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853208.000000 Penalty: 111890.835938
Iteration 107Q: 35 clusters Score -7.385321e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136649 members 
Mstep: Class 4 contains 5525 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15506 members 
Mstep: Class 11 contains 10680 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33872 members 
Mstep: Class 14 contains 2843 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6188 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13496 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4872 members 
Mstep: Class 27 contains 2197 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9012 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853200.000000 Penalty: 111890.835938
Iteration 108Q: 35 clusters Score -7.38532e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136646 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15525 members 
Mstep: Class 11 contains 10690 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33863 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6167 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13496 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4872 members 
Mstep: Class 27 contains 2198 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9012 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853184.000000 Penalty: 111890.835938
Iteration 109Q: 35 clusters Score -7.385318e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136640 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15538 members 
Mstep: Class 11 contains 10699 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33855 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6153 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13498 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4872 members 
Mstep: Class 27 contains 2199 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9013 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853120.000000 Penalty: 111890.835938
Iteration 110Q: 35 clusters Score -7.385312e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136636 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15548 members 
Mstep: Class 11 contains 10712 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33847 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6142 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13498 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4871 members 
Mstep: Class 27 contains 2199 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9014 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853184.000000 Penalty: 111890.835938
Iteration 111Q: 35 clusters Score -7.385318e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136628 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15562 members 
Mstep: Class 11 contains 10730 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33835 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6127 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13499 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4871 members 
Mstep: Class 27 contains 2200 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9015 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853168.000000 Penalty: 111890.835938
Iteration 112Q: 35 clusters Score -7.385317e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136624 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15569 members 
Mstep: Class 11 contains 10742 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33826 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6118 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13500 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4871 members 
Mstep: Class 27 contains 2201 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 9015 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853208.000000 Penalty: 111890.835938
Iteration 113Q: 35 clusters Score -7.385321e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136620 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15574 members 
Mstep: Class 11 contains 10752 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33816 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6114 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13503 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4871 members 
Mstep: Class 27 contains 2201 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 9015 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853216.000000 Penalty: 111890.835938
Iteration 114Q: 35 clusters Score -7.385322e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136618 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15578 members 
Mstep: Class 11 contains 10757 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33809 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6109 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13507 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2200 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 9018 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853256.000000 Penalty: 111890.835938
Iteration 115Q: 35 clusters Score -7.385326e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136619 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15583 members 
Mstep: Class 11 contains 10760 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33799 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6103 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13510 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2200 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853240.000000 Penalty: 111890.835938
Iteration 116Q: 35 clusters Score -7.385324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136615 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15590 members 
Mstep: Class 11 contains 10764 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33796 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6097 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13512 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2200 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853200.000000 Penalty: 111890.835938
Iteration 117Q: 35 clusters Score -7.38532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136613 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15599 members 
Mstep: Class 11 contains 10765 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33796 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6089 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13512 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2200 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853216.000000 Penalty: 111890.835938
Iteration 118Q: 35 clusters Score -7.385322e+07 nChanged 8
Entering ConstructFrom: 
Score: -73853216.000000 Penalty: 111890.835938
Entering ConstructFrom: 
Trying to split cluster 1 (21443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Entering Unmasked Estep 
Score: -2774878.750000 Penalty: 2473.342041
	Iteration 0F: 2 clusters Score -2774879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2759920.000000 Penalty: 4946.684082
	Iteration 0F: 3 clusters Score -2759920 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2765011.750000 Penalty: 4946.684082
	Iteration 1F: 3 clusters Score -2765012 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2765408.500000 Penalty: 4946.684082
	Iteration 2F: 3 clusters Score -2765408 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2765813.750000 Penalty: 4946.684082
	Iteration 3Q: 3 clusters Score -2765814 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2766282.500000 Penalty: 4946.684082
	Iteration 4Q: 3 clusters Score -2766282 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2766816.250000 Penalty: 4946.684082
	Iteration 5F: 3 clusters Score -2766816 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2767443.250000 Penalty: 4946.684082
	Iteration 6F: 3 clusters Score -2767443 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2768116.000000 Penalty: 4946.684082
	Iteration 7F: 3 clusters Score -2768116 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2768722.500000 Penalty: 4946.684082
	Iteration 8F: 3 clusters Score -2768722 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2769229.750000 Penalty: 4946.684082
	Iteration 9Q: 3 clusters Score -2769230 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2769631.750000 Penalty: 4946.684082
	Iteration 10Q: 3 clusters Score -2769632 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2769914.000000 Penalty: 4946.684082
	Iteration 11Q: 3 clusters Score -2769914 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2770162.250000 Penalty: 4946.684082
	Iteration 12Q: 3 clusters Score -2770162 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2770433.000000 Penalty: 4946.684082
	Iteration 13Q: 3 clusters Score -2770433 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2770713.500000 Penalty: 4946.684082
	Iteration 14Q: 3 clusters Score -2770714 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2771004.500000 Penalty: 4946.684082
	Iteration 15Q: 3 clusters Score -2771004 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2771309.500000 Penalty: 4946.684082
	Iteration 16Q: 3 clusters Score -2771310 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2771598.500000 Penalty: 4946.684082
	Iteration 17Q: 3 clusters Score -2771598 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2771832.000000 Penalty: 4946.684082
	Iteration 18Q: 3 clusters Score -2771832 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2772023.750000 Penalty: 4946.684082
	Iteration 19Q: 3 clusters Score -2772024 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2772154.500000 Penalty: 4946.684082
	Iteration 20F: 3 clusters Score -2772154 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2772259.750000 Penalty: 4946.684082
	Iteration 21Q: 3 clusters Score -2772260 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2772348.250000 Penalty: 4946.684082
	Iteration 22Q: 3 clusters Score -2772348 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2772437.250000 Penalty: 4946.684082
	Iteration 23Q: 3 clusters Score -2772437 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2772484.500000 Penalty: 4946.684082
	Iteration 24Q: 3 clusters Score -2772484 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2772541.250000 Penalty: 4946.684082
	Iteration 25Q: 3 clusters Score -2772541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2772568.500000 Penalty: 4946.684082
	Iteration 26Q: 3 clusters Score -2772568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2772600.000000 Penalty: 4946.684082
	Iteration 27Q: 3 clusters Score -2772600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2772627.000000 Penalty: 4946.684082
	Iteration 28Q: 3 clusters Score -2772627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2772652.250000 Penalty: 4946.684082
	Iteration 29Q: 3 clusters Score -2772652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2772678.250000 Penalty: 4946.684082
	Iteration 30Q: 3 clusters Score -2772678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2772685.250000 Penalty: 4946.684082
	Iteration 31Q: 3 clusters Score -2772685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2772696.250000 Penalty: 4946.684082
	Iteration 32Q: 3 clusters Score -2772696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2772708.750000 Penalty: 4946.684082
	Iteration 33Q: 3 clusters Score -2772709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2772708.500000 Penalty: 4946.684082
	Iteration 34Q: 3 clusters Score -2772708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2772723.750000 Penalty: 4946.684082
	Iteration 35Q: 3 clusters Score -2772724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2772737.250000 Penalty: 4946.684082
	Iteration 36Q: 3 clusters Score -2772737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2772746.500000 Penalty: 4946.684082
	Iteration 37Q: 3 clusters Score -2772746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2772752.500000 Penalty: 4946.684082
	Iteration 38Q: 3 clusters Score -2772752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2772754.000000 Penalty: 4946.684082
	Iteration 39Q: 3 clusters Score -2772754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2772758.500000 Penalty: 4946.684082
	Iteration 40F: 3 clusters Score -2772758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2772760.750000 Penalty: 4946.684082
	Iteration 41Q: 3 clusters Score -2772761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2772765.500000 Penalty: 4946.684082
	Iteration 42Q: 3 clusters Score -2772766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2772772.250000 Penalty: 4946.684082
	Iteration 43Q: 3 clusters Score -2772772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2772772.500000 Penalty: 4946.684082
	Iteration 44Q: 3 clusters Score -2772772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2772774.000000 Penalty: 4946.684082
	Iteration 45Q: 3 clusters Score -2772774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2772773.750000 Penalty: 4946.684082
	Iteration 46Q: 3 clusters Score -2772774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2772776.750000 Penalty: 4946.684082
	Iteration 47Q: 3 clusters Score -2772777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2772776.750000 Penalty: 4946.684082
	Iteration 48F: 3 clusters Score -2772777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Entering Unmasked Estep 
Score: -3591897.250000 Penalty: 2530.021973
	Iteration 0F: 2 clusters Score -3591897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -3573314.000000 Penalty: 5060.043945
	Iteration 0F: 3 clusters Score -3573314 nChanged 12199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -3580101.750000 Penalty: 5060.043945
	Iteration 1F: 3 clusters Score -3580102 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3581014.750000 Penalty: 5060.043945
	Iteration 2F: 3 clusters Score -3581015 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3582399.000000 Penalty: 5060.043945
	Iteration 3F: 3 clusters Score -3582399 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3584256.250000 Penalty: 5060.043945
	Iteration 4F: 3 clusters Score -3584256 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -3586130.000000 Penalty: 5060.043945
	Iteration 5F: 3 clusters Score -3586130 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3587467.000000 Penalty: 5060.043945
	Iteration 6F: 3 clusters Score -3587467 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -3588228.000000 Penalty: 5060.043945
	Iteration 7F: 3 clusters Score -3588228 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3588542.500000 Penalty: 5060.043945
	Iteration 8Q: 3 clusters Score -3588542 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -3588670.750000 Penalty: 5060.043945
	Iteration 9Q: 3 clusters Score -3588671 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -3588730.000000 Penalty: 5060.043945
	Iteration 10Q: 3 clusters Score -3588730 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -3588765.000000 Penalty: 5060.043945
	Iteration 11Q: 3 clusters Score -3588765 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -3588781.000000 Penalty: 5060.043945
	Iteration 12Q: 3 clusters Score -3588781 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -3588785.250000 Penalty: 5060.043945
	Iteration 13Q: 3 clusters Score -3588785 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -3588786.250000 Penalty: 5060.043945
	Iteration 14Q: 3 clusters Score -3588786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3588793.500000 Penalty: 5060.043945
	Iteration 15Q: 3 clusters Score -3588794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -3588796.000000 Penalty: 5060.043945
	Iteration 16Q: 3 clusters Score -3588796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -3588796.000000 Penalty: 5060.043945
	Iteration 17Q: 3 clusters Score -3588796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3588796.500000 Penalty: 5060.043945
	Iteration 18Q: 3 clusters Score -3588796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -3588807.500000 Penalty: 5060.043945
	Iteration 19Q: 3 clusters Score -3588808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -3588790.250000 Penalty: 5060.043945
	Iteration 20F: 3 clusters Score -3588790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -3588788.750000 Penalty: 5060.043945
	Iteration 21Q: 3 clusters Score -3588789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -3588795.500000 Penalty: 5060.043945
	Iteration 22Q: 3 clusters Score -3588796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -3588794.250000 Penalty: 5060.043945
	Iteration 23Q: 3 clusters Score -3588794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3588797.000000 Penalty: 5060.043945
	Iteration 24Q: 3 clusters Score -3588797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -3588795.500000 Penalty: 5060.043945
	Iteration 25Q: 3 clusters Score -3588796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3588797.500000 Penalty: 5060.043945
	Iteration 26Q: 3 clusters Score -3588798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -3588802.750000 Penalty: 5060.043945
	Iteration 27Q: 3 clusters Score -3588803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3588799.500000 Penalty: 5060.043945
	Iteration 28Q: 3 clusters Score -3588800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3588803.250000 Penalty: 5060.043945
	Iteration 29Q: 3 clusters Score -3588803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3588802.750000 Penalty: 5060.043945
	Iteration 30Q: 3 clusters Score -3588803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -3588803.250000 Penalty: 5060.043945
	Iteration 31Q: 3 clusters Score -3588803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -3588805.750000 Penalty: 5060.043945
	Iteration 32Q: 3 clusters Score -3588806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3588801.000000 Penalty: 5060.043945
	Iteration 33Q: 3 clusters Score -3588801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3588803.250000 Penalty: 5060.043945
	Iteration 34Q: 3 clusters Score -3588803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -3588801.500000 Penalty: 5060.043945
	Iteration 35Q: 3 clusters Score -3588802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3588804.250000 Penalty: 5060.043945
	Iteration 36Q: 3 clusters Score -3588804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -3588803.000000 Penalty: 5060.043945
	Iteration 37Q: 3 clusters Score -3588803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -3588803.250000 Penalty: 5060.043945
	Iteration 38Q: 3 clusters Score -3588803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -3588803.000000 Penalty: 5060.043945
	Iteration 39Q: 3 clusters Score -3588803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -3588803.750000 Penalty: 5060.043945
	Iteration 40F: 3 clusters Score -3588804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (136613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136613 members 
Entering Unmasked Estep 
Score: -17877306.000000 Penalty: 2932.576904
	Iteration 0F: 2 clusters Score -1.787731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 68502 members 
Entering Unmasked Estep 
Score: -17785936.000000 Penalty: 5865.153809
	Iteration 0F: 3 clusters Score -1.778594e+07 nChanged 65185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66600 members 
Mstep: Class 2 contains 70013 members 
Entering Unmasked Estep 
Score: -17823214.000000 Penalty: 5865.153809
	Iteration 1F: 3 clusters Score -1.782321e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65481 members 
Mstep: Class 2 contains 71132 members 
Entering Unmasked Estep 
Score: -17823942.000000 Penalty: 5865.153809
	Iteration 2Q: 3 clusters Score -1.782394e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63730 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
Score: -17824926.000000 Penalty: 5865.153809
	Iteration 3Q: 3 clusters Score -1.782493e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -17826296.000000 Penalty: 5865.153809
	Iteration 4Q: 3 clusters Score -1.78263e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 79242 members 
Entering Unmasked Estep 
Score: -17828298.000000 Penalty: 5865.153809
	Iteration 5Q: 3 clusters Score -1.78283e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 84539 members 
Entering Unmasked Estep 
Score: -17831710.000000 Penalty: 5865.153809
	Iteration 6Q: 3 clusters Score -1.783171e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 91894 members 
Entering Unmasked Estep 
Score: -17837236.000000 Penalty: 5865.153809
	Iteration 7F: 3 clusters Score -1.783724e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 100948 members 
Entering Unmasked Estep 
Score: -17845684.000000 Penalty: 5865.153809
	Iteration 8F: 3 clusters Score -1.784568e+07 nChanged 9987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 110539 members 
Entering Unmasked Estep 
Score: -17855062.000000 Penalty: 5865.153809
	Iteration 9F: 3 clusters Score -1.785506e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 118893 members 
Entering Unmasked Estep 
Score: -17863074.000000 Penalty: 5865.153809
	Iteration 10F: 3 clusters Score -1.786307e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 124745 members 
Entering Unmasked Estep 
Score: -17868324.000000 Penalty: 5865.153809
	Iteration 11Q: 3 clusters Score -1.786832e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 128340 members 
Entering Unmasked Estep 
Score: -17871322.000000 Penalty: 5865.153809
	Iteration 12Q: 3 clusters Score -1.787132e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 130451 members 
Entering Unmasked Estep 
Score: -17872834.000000 Penalty: 5865.153809
	Iteration 13Q: 3 clusters Score -1.787283e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 131704 members 
Entering Unmasked Estep 
Score: -17873640.000000 Penalty: 5865.153809
	Iteration 14Q: 3 clusters Score -1.787364e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 132526 members 
Entering Unmasked Estep 
Score: -17874076.000000 Penalty: 5865.153809
	Iteration 15Q: 3 clusters Score -1.787408e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 133038 members 
Entering Unmasked Estep 
Score: -17874322.000000 Penalty: 5865.153809
	Iteration 16Q: 3 clusters Score -1.787432e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 133408 members 
Entering Unmasked Estep 
Score: -17874514.000000 Penalty: 5865.153809
	Iteration 17Q: 3 clusters Score -1.787451e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 133669 members 
Entering Unmasked Estep 
Score: -17874658.000000 Penalty: 5865.153809
	Iteration 18Q: 3 clusters Score -1.787466e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 133872 members 
Entering Unmasked Estep 
Score: -17874770.000000 Penalty: 5865.153809
	Iteration 19Q: 3 clusters Score -1.787477e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 134007 members 
Entering Unmasked Estep 
Score: -17874820.000000 Penalty: 5865.153809
	Iteration 20F: 3 clusters Score -1.787482e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 134108 members 
Entering Unmasked Estep 
Score: -17874864.000000 Penalty: 5865.153809
	Iteration 21Q: 3 clusters Score -1.787486e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 134197 members 
Entering Unmasked Estep 
Score: -17874910.000000 Penalty: 5865.153809
	Iteration 22Q: 3 clusters Score -1.787491e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 134238 members 
Entering Unmasked Estep 
Score: -17874952.000000 Penalty: 5865.153809
	Iteration 23Q: 3 clusters Score -1.787495e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 134296 members 
Entering Unmasked Estep 
Score: -17874968.000000 Penalty: 5865.153809
	Iteration 24Q: 3 clusters Score -1.787497e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 134327 members 
Entering Unmasked Estep 
Score: -17874982.000000 Penalty: 5865.153809
	Iteration 25Q: 3 clusters Score -1.787498e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 134348 members 
Entering Unmasked Estep 
Score: -17874988.000000 Penalty: 5865.153809
	Iteration 26Q: 3 clusters Score -1.787499e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 134375 members 
Entering Unmasked Estep 
Score: -17875016.000000 Penalty: 5865.153809
	Iteration 27Q: 3 clusters Score -1.787502e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 134396 members 
Entering Unmasked Estep 
Score: -17875036.000000 Penalty: 5865.153809
	Iteration 28Q: 3 clusters Score -1.787504e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 134406 members 
Entering Unmasked Estep 
Score: -17875024.000000 Penalty: 5865.153809
	Iteration 29Q: 3 clusters Score -1.787502e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 134405 members 
Entering Unmasked Estep 
Score: -17875028.000000 Penalty: 5865.153809
	Iteration 30Q: 3 clusters Score -1.787503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 134414 members 
Entering Unmasked Estep 
Score: -17875016.000000 Penalty: 5865.153809
	Iteration 31Q: 3 clusters Score -1.787502e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 134424 members 
Entering Unmasked Estep 
Score: -17875030.000000 Penalty: 5865.153809
	Iteration 32Q: 3 clusters Score -1.787503e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 134430 members 
Entering Unmasked Estep 
Score: -17875028.000000 Penalty: 5865.153809
	Iteration 33Q: 3 clusters Score -1.787503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 134443 members 
Entering Unmasked Estep 
Score: -17875044.000000 Penalty: 5865.153809
	Iteration 34Q: 3 clusters Score -1.787504e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 134450 members 
Entering Unmasked Estep 
Score: -17875020.000000 Penalty: 5865.153809
	Iteration 35Q: 3 clusters Score -1.787502e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 134454 members 
Entering Unmasked Estep 
Score: -17875040.000000 Penalty: 5865.153809
	Iteration 36Q: 3 clusters Score -1.787504e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 134465 members 
Entering Unmasked Estep 
Score: -17875046.000000 Penalty: 5865.153809
	Iteration 37Q: 3 clusters Score -1.787505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 134471 members 
Entering Unmasked Estep 
Score: -17875042.000000 Penalty: 5865.153809
	Iteration 38Q: 3 clusters Score -1.787504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 134478 members 
Entering Unmasked Estep 
Score: -17875044.000000 Penalty: 5865.153809
	Iteration 39Q: 3 clusters Score -1.787504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 134487 members 
Entering Unmasked Estep 
Score: -17875036.000000 Penalty: 5865.153809
	Iteration 40F: 3 clusters Score -1.787504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 134496 members 
Entering Unmasked Estep 
Score: -17875044.000000 Penalty: 5865.153809
	Iteration 41Q: 3 clusters Score -1.787504e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 134506 members 
Entering Unmasked Estep 
Score: -17875042.000000 Penalty: 5865.153809
	Iteration 42Q: 3 clusters Score -1.787504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 134515 members 
Entering Unmasked Estep 
Score: -17875052.000000 Penalty: 5865.153809
	Iteration 43Q: 3 clusters Score -1.787505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 134525 members 
Entering Unmasked Estep 
Score: -17875070.000000 Penalty: 5865.153809
	Iteration 44Q: 3 clusters Score -1.787507e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 134537 members 
Entering Unmasked Estep 
Score: -17875074.000000 Penalty: 5865.153809
	Iteration 45Q: 3 clusters Score -1.787507e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 134548 members 
Entering Unmasked Estep 
Score: -17875066.000000 Penalty: 5865.153809
	Iteration 46Q: 3 clusters Score -1.787507e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 134567 members 
Entering Unmasked Estep 
Score: -17875058.000000 Penalty: 5865.153809
	Iteration 47Q: 3 clusters Score -1.787506e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 134576 members 
Entering Unmasked Estep 
Score: -17875076.000000 Penalty: 5865.153809
	Iteration 48Q: 3 clusters Score -1.787508e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 134584 members 
Entering Unmasked Estep 
Score: -17875090.000000 Penalty: 5865.153809
	Iteration 49Q: 3 clusters Score -1.787509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 134597 members 
Entering Unmasked Estep 
Score: -17875076.000000 Penalty: 5865.153809
	Iteration 50Q: 3 clusters Score -1.787508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 134608 members 
Entering Unmasked Estep 
Score: -17875076.000000 Penalty: 5865.153809
	Iteration 51Q: 3 clusters Score -1.787508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 134617 members 
Entering Unmasked Estep 
Score: -17875104.000000 Penalty: 5865.153809
	Iteration 52Q: 3 clusters Score -1.78751e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 134626 members 
Entering Unmasked Estep 
Score: -17875104.000000 Penalty: 5865.153809
	Iteration 53Q: 3 clusters Score -1.78751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 134630 members 
Entering Unmasked Estep 
Score: -17875110.000000 Penalty: 5865.153809
	Iteration 54Q: 3 clusters Score -1.787511e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 134634 members 
Entering Unmasked Estep 
Score: -17875110.000000 Penalty: 5865.153809
	Iteration 55Q: 3 clusters Score -1.787511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 134631 members 
Entering Unmasked Estep 
Score: -17875096.000000 Penalty: 5865.153809
	Iteration 56Q: 3 clusters Score -1.78751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 134630 members 
Entering Unmasked Estep 
Score: -17875110.000000 Penalty: 5865.153809
	Iteration 57Q: 3 clusters Score -1.787511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 134629 members 
Entering Unmasked Estep 
Score: -17875104.000000 Penalty: 5865.153809
	Iteration 58Q: 3 clusters Score -1.78751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 134631 members 
Entering Unmasked Estep 
Score: -17875096.000000 Penalty: 5865.153809
	Iteration 59Q: 3 clusters Score -1.78751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 134632 members 
Entering Unmasked Estep 
Score: -17875096.000000 Penalty: 5865.153809
	Iteration 60F: 3 clusters Score -1.78751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 134633 members 
Entering Unmasked Estep 
Score: -17875102.000000 Penalty: 5865.153809
	Iteration 61Q: 3 clusters Score -1.78751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 134635 members 
Entering Unmasked Estep 
Score: -17875104.000000 Penalty: 5865.153809
	Iteration 62Q: 3 clusters Score -1.78751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 134634 members 
Entering Unmasked Estep 
Score: -17875094.000000 Penalty: 5865.153809
	Iteration 63Q: 3 clusters Score -1.787509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 134634 members 
Entering Unmasked Estep 
Score: -17875094.000000 Penalty: 5865.153809
	Iteration 64F: 3 clusters Score -1.787509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Entering Unmasked Estep 
Score: -724094.312500 Penalty: 2136.980713
	Iteration 0F: 2 clusters Score -724094.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -719286.937500 Penalty: 4273.961426
	Iteration 0F: 3 clusters Score -719286.9 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -720578.500000 Penalty: 4273.961426
	Iteration 1F: 3 clusters Score -720578.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -720990.875000 Penalty: 4273.961426
	Iteration 2F: 3 clusters Score -720990.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -721395.562500 Penalty: 4273.961426
	Iteration 3F: 3 clusters Score -721395.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -721900.875000 Penalty: 4273.961426
	Iteration 4F: 3 clusters Score -721900.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -722392.812500 Penalty: 4273.961426
	Iteration 5F: 3 clusters Score -722392.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -722736.875000 Penalty: 4273.961426
	Iteration 6F: 3 clusters Score -722736.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -722973.312500 Penalty: 4273.961426
	Iteration 7Q: 3 clusters Score -722973.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -723091.625000 Penalty: 4273.961426
	Iteration 8Q: 3 clusters Score -723091.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -723163.687500 Penalty: 4273.961426
	Iteration 9Q: 3 clusters Score -723163.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -723197.125000 Penalty: 4273.961426
	Iteration 10Q: 3 clusters Score -723197.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -723215.250000 Penalty: 4273.961426
	Iteration 11Q: 3 clusters Score -723215.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -723222.500000 Penalty: 4273.961426
	Iteration 12Q: 3 clusters Score -723222.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -723231.000000 Penalty: 4273.961426
	Iteration 13Q: 3 clusters Score -723231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -723236.437500 Penalty: 4273.961426
	Iteration 14Q: 3 clusters Score -723236.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -723242.187500 Penalty: 4273.961426
	Iteration 15Q: 3 clusters Score -723242.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -723243.937500 Penalty: 4273.961426
	Iteration 16Q: 3 clusters Score -723243.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -723245.437500 Penalty: 4273.961426
	Iteration 17Q: 3 clusters Score -723245.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -723248.000000 Penalty: 4273.961426
	Iteration 18Q: 3 clusters Score -723248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -723248.750000 Penalty: 4273.961426
	Iteration 19Q: 3 clusters Score -723248.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -723250.937500 Penalty: 4273.961426
	Iteration 20F: 3 clusters Score -723250.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -723251.500000 Penalty: 4273.961426
	Iteration 21Q: 3 clusters Score -723251.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -723252.937500 Penalty: 4273.961426
	Iteration 22Q: 3 clusters Score -723252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -723252.937500 Penalty: 4273.961426
	Iteration 23F: 3 clusters Score -723252.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Entering Unmasked Estep 
Score: -2884105.000000 Penalty: 2483.871094
	Iteration 0F: 2 clusters Score -2884105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2868478.750000 Penalty: 4967.742188
	Iteration 0F: 3 clusters Score -2868479 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2873895.250000 Penalty: 4967.742188
	Iteration 1F: 3 clusters Score -2873895 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2874564.250000 Penalty: 4967.742188
	Iteration 2F: 3 clusters Score -2874564 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2875392.750000 Penalty: 4967.742188
	Iteration 3F: 3 clusters Score -2875393 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2876408.000000 Penalty: 4967.742188
	Iteration 4F: 3 clusters Score -2876408 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2877521.000000 Penalty: 4967.742188
	Iteration 5F: 3 clusters Score -2877521 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2878540.250000 Penalty: 4967.742188
	Iteration 6F: 3 clusters Score -2878540 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2879277.500000 Penalty: 4967.742188
	Iteration 7F: 3 clusters Score -2879278 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2879799.750000 Penalty: 4967.742188
	Iteration 8Q: 3 clusters Score -2879800 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2880142.000000 Penalty: 4967.742188
	Iteration 9Q: 3 clusters Score -2880142 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2880403.250000 Penalty: 4967.742188
	Iteration 10Q: 3 clusters Score -2880403 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2880653.000000 Penalty: 4967.742188
	Iteration 11Q: 3 clusters Score -2880653 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2880860.000000 Penalty: 4967.742188
	Iteration 12Q: 3 clusters Score -2880860 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2881122.750000 Penalty: 4967.742188
	Iteration 13Q: 3 clusters Score -2881123 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2881399.750000 Penalty: 4967.742188
	Iteration 14Q: 3 clusters Score -2881400 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2881732.750000 Penalty: 4967.742188
	Iteration 15Q: 3 clusters Score -2881733 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2882069.250000 Penalty: 4967.742188
	Iteration 16Q: 3 clusters Score -2882069 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2882337.000000 Penalty: 4967.742188
	Iteration 17Q: 3 clusters Score -2882337 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2882507.750000 Penalty: 4967.742188
	Iteration 18Q: 3 clusters Score -2882508 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -2882637.500000 Penalty: 4967.742188
	Iteration 19Q: 3 clusters Score -2882638 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2882719.000000 Penalty: 4967.742188
	Iteration 20F: 3 clusters Score -2882719 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2882759.500000 Penalty: 4967.742188
	Iteration 21Q: 3 clusters Score -2882760 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2882782.750000 Penalty: 4967.742188
	Iteration 22Q: 3 clusters Score -2882783 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2882810.500000 Penalty: 4967.742188
	Iteration 23Q: 3 clusters Score -2882810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2882837.500000 Penalty: 4967.742188
	Iteration 24Q: 3 clusters Score -2882838 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2882865.000000 Penalty: 4967.742188
	Iteration 25Q: 3 clusters Score -2882865 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -2882903.000000 Penalty: 4967.742188
	Iteration 26Q: 3 clusters Score -2882903 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2882919.750000 Penalty: 4967.742188
	Iteration 27Q: 3 clusters Score -2882920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2882935.250000 Penalty: 4967.742188
	Iteration 28Q: 3 clusters Score -2882935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2882956.000000 Penalty: 4967.742188
	Iteration 29Q: 3 clusters Score -2882956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2882964.000000 Penalty: 4967.742188
	Iteration 30Q: 3 clusters Score -2882964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2882964.000000 Penalty: 4967.742188
	Iteration 31Q: 3 clusters Score -2882964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2882970.750000 Penalty: 4967.742188
	Iteration 32Q: 3 clusters Score -2882971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2882976.500000 Penalty: 4967.742188
	Iteration 33Q: 3 clusters Score -2882976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2882975.000000 Penalty: 4967.742188
	Iteration 34Q: 3 clusters Score -2882975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2882982.250000 Penalty: 4967.742188
	Iteration 35Q: 3 clusters Score -2882982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2882984.000000 Penalty: 4967.742188
	Iteration 36Q: 3 clusters Score -2882984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2882984.250000 Penalty: 4967.742188
	Iteration 37Q: 3 clusters Score -2882984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2882982.500000 Penalty: 4967.742188
	Iteration 38Q: 3 clusters Score -2882982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2882981.250000 Penalty: 4967.742188
	Iteration 39Q: 3 clusters Score -2882981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2882981.500000 Penalty: 4967.742188
	Iteration 40F: 3 clusters Score -2882982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (125754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125754 members 
Entering Unmasked Estep 
Score: -16570741.000000 Penalty: 2912.036377
	Iteration 0F: 2 clusters Score -1.657074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -16486663.000000 Penalty: 5824.072754
	Iteration 0F: 3 clusters Score -1.648666e+07 nChanged 59813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -16520774.000000 Penalty: 5824.072754
	Iteration 1F: 3 clusters Score -1.652077e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68495 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -16521924.000000 Penalty: 5824.072754
	Iteration 2Q: 3 clusters Score -1.652192e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71866 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -16523429.000000 Penalty: 5824.072754
	Iteration 3Q: 3 clusters Score -1.652343e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76904 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -16526029.000000 Penalty: 5824.072754
	Iteration 4Q: 3 clusters Score -1.652603e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83983 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -16530256.000000 Penalty: 5824.072754
	Iteration 5F: 3 clusters Score -1.653026e+07 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93331 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -16537081.000000 Penalty: 5824.072754
	Iteration 6F: 3 clusters Score -1.653708e+07 nChanged 10774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104061 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -16546396.000000 Penalty: 5824.072754
	Iteration 7F: 3 clusters Score -1.65464e+07 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114131 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -16556306.000000 Penalty: 5824.072754
	Iteration 8F: 3 clusters Score -1.655631e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121145 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -16563504.000000 Penalty: 5824.072754
	Iteration 9F: 3 clusters Score -1.65635e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124255 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -16566658.000000 Penalty: 5824.072754
	Iteration 10Q: 3 clusters Score -1.656666e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125203 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -16567635.000000 Penalty: 5824.072754
	Iteration 11Q: 3 clusters Score -1.656764e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125435 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16567918.000000 Penalty: 5824.072754
	Iteration 12Q: 3 clusters Score -1.656792e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125497 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16567986.000000 Penalty: 5824.072754
	Iteration 13Q: 3 clusters Score -1.656799e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125519 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16568015.000000 Penalty: 5824.072754
	Iteration 14Q: 3 clusters Score -1.656802e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125533 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -16568051.000000 Penalty: 5824.072754
	Iteration 15Q: 3 clusters Score -1.656805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125545 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -16568065.000000 Penalty: 5824.072754
	Iteration 16Q: 3 clusters Score -1.656806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125546 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -16568074.000000 Penalty: 5824.072754
	Iteration 17Q: 3 clusters Score -1.656807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125548 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -16568073.000000 Penalty: 5824.072754
	Iteration 18Q: 3 clusters Score -1.656807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125551 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -16568078.000000 Penalty: 5824.072754
	Iteration 19Q: 3 clusters Score -1.656808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125550 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -16568076.000000 Penalty: 5824.072754
	Iteration 20F: 3 clusters Score -1.656808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125549 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16568080.000000 Penalty: 5824.072754
	Iteration 21Q: 3 clusters Score -1.656808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125549 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -16568080.000000 Penalty: 5824.072754
	Iteration 22F: 3 clusters Score -1.656808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -121100.585938 Penalty: 1721.175171
	Iteration 0F: 2 clusters Score -121100.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -119239.382812 Penalty: 3442.350342
	Iteration 0F: 3 clusters Score -119239.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -119897.632812 Penalty: 3442.350342
	Iteration 1F: 3 clusters Score -119897.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -120417.898438 Penalty: 3442.350342
	Iteration 2F: 3 clusters Score -120417.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -120720.234375 Penalty: 3442.350342
	Iteration 3F: 3 clusters Score -120720.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -121161.031250 Penalty: 3442.350342
	Iteration 4F: 3 clusters Score -121161 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -121690.046875 Penalty: 3442.350342
	Iteration 5F: 3 clusters Score -121690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -121887.164062 Penalty: 3442.350342
	Iteration 6F: 3 clusters Score -121887.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -122062.390625 Penalty: 3442.350342
	Iteration 7F: 3 clusters Score -122062.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -122176.328125 Penalty: 3442.350342
	Iteration 8Q: 3 clusters Score -122176.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -122252.320312 Penalty: 3442.350342
	Iteration 9Q: 3 clusters Score -122252.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -122282.257812 Penalty: 3442.350342
	Iteration 10Q: 3 clusters Score -122282.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -122288.929688 Penalty: 3442.350342
	Iteration 11Q: 3 clusters Score -122288.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -122288.929688 Penalty: 3442.350342
	Iteration 12F: 3 clusters Score -122288.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136613 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 213 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15605 members 
Mstep: Class 11 contains 10766 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33795 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13512 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2201 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Mstep: Class 35 contains 820 members 
Entering Unmasked Estep 
Score: -73852752.000000 Penalty: 115181.742188
Splitting cluster 7 changes total score from -73853216.000000 to -73852752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (36638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Entering Unmasked Estep 
Score: -4840405.000000 Penalty: 2606.192627
	Iteration 0F: 2 clusters Score -4840405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -4815477.500000 Penalty: 5212.385254
	Iteration 0F: 3 clusters Score -4815478 nChanged 16711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -4824667.500000 Penalty: 5212.385254
	Iteration 1F: 3 clusters Score -4824668 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -4825176.500000 Penalty: 5212.385254
	Iteration 2Q: 3 clusters Score -4825176 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -4825680.000000 Penalty: 5212.385254
	Iteration 3Q: 3 clusters Score -4825680 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -4826320.000000 Penalty: 5212.385254
	Iteration 4Q: 3 clusters Score -4826320 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -4827236.000000 Penalty: 5212.385254
	Iteration 5F: 3 clusters Score -4827236 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -4828715.500000 Penalty: 5212.385254
	Iteration 6F: 3 clusters Score -4828716 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -4830652.500000 Penalty: 5212.385254
	Iteration 7F: 3 clusters Score -4830652 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -4832885.500000 Penalty: 5212.385254
	Iteration 8F: 3 clusters Score -4832886 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -4834847.000000 Penalty: 5212.385254
	Iteration 9F: 3 clusters Score -4834847 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -4836151.000000 Penalty: 5212.385254
	Iteration 10Q: 3 clusters Score -4836151 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -4837018.000000 Penalty: 5212.385254
	Iteration 11Q: 3 clusters Score -4837018 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -4837484.000000 Penalty: 5212.385254
	Iteration 12Q: 3 clusters Score -4837484 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -4837750.000000 Penalty: 5212.385254
	Iteration 13Q: 3 clusters Score -4837750 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -4837942.500000 Penalty: 5212.385254
	Iteration 14Q: 3 clusters Score -4837942 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -4838064.000000 Penalty: 5212.385254
	Iteration 15Q: 3 clusters Score -4838064 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4838146.500000 Penalty: 5212.385254
	Iteration 16Q: 3 clusters Score -4838146 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -4838189.000000 Penalty: 5212.385254
	Iteration 17Q: 3 clusters Score -4838189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -4838215.500000 Penalty: 5212.385254
	Iteration 18Q: 3 clusters Score -4838216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -4838234.500000 Penalty: 5212.385254
	Iteration 19Q: 3 clusters Score -4838234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -4838245.000000 Penalty: 5212.385254
	Iteration 20F: 3 clusters Score -4838245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -4838266.000000 Penalty: 5212.385254
	Iteration 21Q: 3 clusters Score -4838266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -4838270.000000 Penalty: 5212.385254
	Iteration 22Q: 3 clusters Score -4838270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -4838292.000000 Penalty: 5212.385254
	Iteration 23Q: 3 clusters Score -4838292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -4838297.000000 Penalty: 5212.385254
	Iteration 24Q: 3 clusters Score -4838297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -4838309.500000 Penalty: 5212.385254
	Iteration 25Q: 3 clusters Score -4838310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -4838324.500000 Penalty: 5212.385254
	Iteration 26Q: 3 clusters Score -4838324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -4838327.500000 Penalty: 5212.385254
	Iteration 27Q: 3 clusters Score -4838328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -4838331.500000 Penalty: 5212.385254
	Iteration 28Q: 3 clusters Score -4838332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -4838329.500000 Penalty: 5212.385254
	Iteration 29Q: 3 clusters Score -4838330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -4838331.000000 Penalty: 5212.385254
	Iteration 30Q: 3 clusters Score -4838331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -4838331.000000 Penalty: 5212.385254
	Iteration 31F: 3 clusters Score -4838331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Entering Unmasked Estep 
Score: -1202551.250000 Penalty: 2280.340820
	Iteration 0F: 2 clusters Score -1202551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1195012.250000 Penalty: 4560.681641
	Iteration 0F: 3 clusters Score -1195012 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1197575.875000 Penalty: 4560.681641
	Iteration 1F: 3 clusters Score -1197576 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1198334.000000 Penalty: 4560.681641
	Iteration 2F: 3 clusters Score -1198334 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1198919.375000 Penalty: 4560.681641
	Iteration 3F: 3 clusters Score -1198919 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1199330.250000 Penalty: 4560.681641
	Iteration 4F: 3 clusters Score -1199330 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1199638.750000 Penalty: 4560.681641
	Iteration 5F: 3 clusters Score -1199639 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1199872.250000 Penalty: 4560.681641
	Iteration 6Q: 3 clusters Score -1199872 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1200053.125000 Penalty: 4560.681641
	Iteration 7Q: 3 clusters Score -1200053 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1200199.750000 Penalty: 4560.681641
	Iteration 8Q: 3 clusters Score -1200200 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1200321.875000 Penalty: 4560.681641
	Iteration 9Q: 3 clusters Score -1200322 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1200445.000000 Penalty: 4560.681641
	Iteration 10Q: 3 clusters Score -1200445 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1200561.875000 Penalty: 4560.681641
	Iteration 11Q: 3 clusters Score -1200562 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1200680.500000 Penalty: 4560.681641
	Iteration 12Q: 3 clusters Score -1200680 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1200783.875000 Penalty: 4560.681641
	Iteration 13Q: 3 clusters Score -1200784 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1200876.250000 Penalty: 4560.681641
	Iteration 14Q: 3 clusters Score -1200876 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1200961.625000 Penalty: 4560.681641
	Iteration 15Q: 3 clusters Score -1200962 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1201068.500000 Penalty: 4560.681641
	Iteration 16Q: 3 clusters Score -1201068 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1201172.375000 Penalty: 4560.681641
	Iteration 17Q: 3 clusters Score -1201172 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1201250.125000 Penalty: 4560.681641
	Iteration 18Q: 3 clusters Score -1201250 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1201328.625000 Penalty: 4560.681641
	Iteration 19Q: 3 clusters Score -1201329 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1201400.625000 Penalty: 4560.681641
	Iteration 20F: 3 clusters Score -1201401 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1201467.875000 Penalty: 4560.681641
	Iteration 21Q: 3 clusters Score -1201468 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1201543.500000 Penalty: 4560.681641
	Iteration 22Q: 3 clusters Score -1201544 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1201613.375000 Penalty: 4560.681641
	Iteration 23Q: 3 clusters Score -1201613 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1201692.875000 Penalty: 4560.681641
	Iteration 24Q: 3 clusters Score -1201693 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1201759.875000 Penalty: 4560.681641
	Iteration 25Q: 3 clusters Score -1201760 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1201824.875000 Penalty: 4560.681641
	Iteration 26Q: 3 clusters Score -1201825 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1201879.000000 Penalty: 4560.681641
	Iteration 27Q: 3 clusters Score -1201879 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1201936.625000 Penalty: 4560.681641
	Iteration 28Q: 3 clusters Score -1201937 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1201978.625000 Penalty: 4560.681641
	Iteration 29Q: 3 clusters Score -1201979 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1202023.875000 Penalty: 4560.681641
	Iteration 30Q: 3 clusters Score -1202024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1202071.375000 Penalty: 4560.681641
	Iteration 31Q: 3 clusters Score -1202071 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1202117.250000 Penalty: 4560.681641
	Iteration 32Q: 3 clusters Score -1202117 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1202166.500000 Penalty: 4560.681641
	Iteration 33Q: 3 clusters Score -1202166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1202192.750000 Penalty: 4560.681641
	Iteration 34Q: 3 clusters Score -1202193 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1202214.875000 Penalty: 4560.681641
	Iteration 35Q: 3 clusters Score -1202215 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1202237.625000 Penalty: 4560.681641
	Iteration 36Q: 3 clusters Score -1202238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1202248.625000 Penalty: 4560.681641
	Iteration 37Q: 3 clusters Score -1202249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1202252.625000 Penalty: 4560.681641
	Iteration 38Q: 3 clusters Score -1202253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1202265.375000 Penalty: 4560.681641
	Iteration 39Q: 3 clusters Score -1202265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1202275.875000 Penalty: 4560.681641
	Iteration 40F: 3 clusters Score -1202276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1202281.500000 Penalty: 4560.681641
	Iteration 41Q: 3 clusters Score -1202282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1202291.375000 Penalty: 4560.681641
	Iteration 42Q: 3 clusters Score -1202291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1202299.750000 Penalty: 4560.681641
	Iteration 43Q: 3 clusters Score -1202300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1202301.750000 Penalty: 4560.681641
	Iteration 44Q: 3 clusters Score -1202302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1202310.125000 Penalty: 4560.681641
	Iteration 45Q: 3 clusters Score -1202310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1202317.000000 Penalty: 4560.681641
	Iteration 46Q: 3 clusters Score -1202317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1202319.500000 Penalty: 4560.681641
	Iteration 47Q: 3 clusters Score -1202320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1202319.750000 Penalty: 4560.681641
	Iteration 48Q: 3 clusters Score -1202320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1202320.875000 Penalty: 4560.681641
	Iteration 49Q: 3 clusters Score -1202321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1202325.625000 Penalty: 4560.681641
	Iteration 50Q: 3 clusters Score -1202326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1202325.000000 Penalty: 4560.681641
	Iteration 51Q: 3 clusters Score -1202325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1202326.000000 Penalty: 4560.681641
	Iteration 52Q: 3 clusters Score -1202326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1202326.500000 Penalty: 4560.681641
	Iteration 53Q: 3 clusters Score -1202326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1202326.000000 Penalty: 4560.681641
	Iteration 54Q: 3 clusters Score -1202326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1202326.375000 Penalty: 4560.681641
	Iteration 55Q: 3 clusters Score -1202326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1202328.000000 Penalty: 4560.681641
	Iteration 56Q: 3 clusters Score -1202328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1202328.000000 Penalty: 4560.681641
	Iteration 57F: 3 clusters Score -1202328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Entering Unmasked Estep 
Score: -2030715.750000 Penalty: 2394.526123
	Iteration 0F: 2 clusters Score -2030716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2019464.125000 Penalty: 4789.052246
	Iteration 0F: 3 clusters Score -2019464 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2022981.500000 Penalty: 4789.052246
	Iteration 1F: 3 clusters Score -2022982 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2023380.625000 Penalty: 4789.052246
	Iteration 2F: 3 clusters Score -2023381 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2023757.875000 Penalty: 4789.052246
	Iteration 3F: 3 clusters Score -2023758 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2024142.375000 Penalty: 4789.052246
	Iteration 4F: 3 clusters Score -2024142 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2024519.875000 Penalty: 4789.052246
	Iteration 5Q: 3 clusters Score -2024520 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2024902.125000 Penalty: 4789.052246
	Iteration 6Q: 3 clusters Score -2024902 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2025269.000000 Penalty: 4789.052246
	Iteration 7Q: 3 clusters Score -2025269 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2025638.625000 Penalty: 4789.052246
	Iteration 8Q: 3 clusters Score -2025639 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2026011.000000 Penalty: 4789.052246
	Iteration 9Q: 3 clusters Score -2026011 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2026389.375000 Penalty: 4789.052246
	Iteration 10Q: 3 clusters Score -2026389 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2026748.875000 Penalty: 4789.052246
	Iteration 11Q: 3 clusters Score -2026749 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2027065.000000 Penalty: 4789.052246
	Iteration 12Q: 3 clusters Score -2027065 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2027364.625000 Penalty: 4789.052246
	Iteration 13Q: 3 clusters Score -2027365 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2027655.875000 Penalty: 4789.052246
	Iteration 14Q: 3 clusters Score -2027656 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2027894.250000 Penalty: 4789.052246
	Iteration 15Q: 3 clusters Score -2027894 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2028097.625000 Penalty: 4789.052246
	Iteration 16Q: 3 clusters Score -2028098 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2028245.000000 Penalty: 4789.052246
	Iteration 17Q: 3 clusters Score -2028245 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2028355.250000 Penalty: 4789.052246
	Iteration 18Q: 3 clusters Score -2028355 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2028437.875000 Penalty: 4789.052246
	Iteration 19Q: 3 clusters Score -2028438 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2028507.750000 Penalty: 4789.052246
	Iteration 20F: 3 clusters Score -2028508 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2028596.625000 Penalty: 4789.052246
	Iteration 21Q: 3 clusters Score -2028597 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2028658.250000 Penalty: 4789.052246
	Iteration 22Q: 3 clusters Score -2028658 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2028700.625000 Penalty: 4789.052246
	Iteration 23Q: 3 clusters Score -2028701 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2028727.875000 Penalty: 4789.052246
	Iteration 24Q: 3 clusters Score -2028728 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2028754.875000 Penalty: 4789.052246
	Iteration 25Q: 3 clusters Score -2028755 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2028776.500000 Penalty: 4789.052246
	Iteration 26Q: 3 clusters Score -2028776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2028783.000000 Penalty: 4789.052246
	Iteration 27Q: 3 clusters Score -2028783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2028794.250000 Penalty: 4789.052246
	Iteration 28Q: 3 clusters Score -2028794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2028797.875000 Penalty: 4789.052246
	Iteration 29Q: 3 clusters Score -2028798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2028803.125000 Penalty: 4789.052246
	Iteration 30Q: 3 clusters Score -2028803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2028807.375000 Penalty: 4789.052246
	Iteration 31Q: 3 clusters Score -2028807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -2028808.750000 Penalty: 4789.052246
	Iteration 32Q: 3 clusters Score -2028809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2028809.125000 Penalty: 4789.052246
	Iteration 33Q: 3 clusters Score -2028809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2028810.375000 Penalty: 4789.052246
	Iteration 34Q: 3 clusters Score -2028810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2028814.625000 Penalty: 4789.052246
	Iteration 35Q: 3 clusters Score -2028815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2028814.625000 Penalty: 4789.052246
	Iteration 36F: 3 clusters Score -2028815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Entering Unmasked Estep 
Score: -1427546.500000 Penalty: 2302.468750
	Iteration 0F: 2 clusters Score -1427546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1419391.875000 Penalty: 4604.937500
	Iteration 0F: 3 clusters Score -1419392 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1421781.875000 Penalty: 4604.937500
	Iteration 1F: 3 clusters Score -1421782 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1422057.625000 Penalty: 4604.937500
	Iteration 2F: 3 clusters Score -1422058 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1422247.250000 Penalty: 4604.937500
	Iteration 3Q: 3 clusters Score -1422247 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1422391.625000 Penalty: 4604.937500
	Iteration 4Q: 3 clusters Score -1422392 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1422507.000000 Penalty: 4604.937500
	Iteration 5Q: 3 clusters Score -1422507 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1422614.375000 Penalty: 4604.937500
	Iteration 6Q: 3 clusters Score -1422614 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1422701.125000 Penalty: 4604.937500
	Iteration 7Q: 3 clusters Score -1422701 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1422791.875000 Penalty: 4604.937500
	Iteration 8Q: 3 clusters Score -1422792 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1422875.125000 Penalty: 4604.937500
	Iteration 9Q: 3 clusters Score -1422875 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1422963.375000 Penalty: 4604.937500
	Iteration 10Q: 3 clusters Score -1422963 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1423094.125000 Penalty: 4604.937500
	Iteration 11Q: 3 clusters Score -1423094 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1423242.750000 Penalty: 4604.937500
	Iteration 12Q: 3 clusters Score -1423243 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1423408.750000 Penalty: 4604.937500
	Iteration 13Q: 3 clusters Score -1423409 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1423582.250000 Penalty: 4604.937500
	Iteration 14Q: 3 clusters Score -1423582 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1423798.375000 Penalty: 4604.937500
	Iteration 15Q: 3 clusters Score -1423798 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1424009.875000 Penalty: 4604.937500
	Iteration 16Q: 3 clusters Score -1424010 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1424194.000000 Penalty: 4604.937500
	Iteration 17Q: 3 clusters Score -1424194 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1424373.125000 Penalty: 4604.937500
	Iteration 18Q: 3 clusters Score -1424373 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1424527.625000 Penalty: 4604.937500
	Iteration 19Q: 3 clusters Score -1424528 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1424696.875000 Penalty: 4604.937500
	Iteration 20F: 3 clusters Score -1424697 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1424819.000000 Penalty: 4604.937500
	Iteration 21Q: 3 clusters Score -1424819 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1424935.375000 Penalty: 4604.937500
	Iteration 22Q: 3 clusters Score -1424935 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1425039.375000 Penalty: 4604.937500
	Iteration 23Q: 3 clusters Score -1425039 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1425126.250000 Penalty: 4604.937500
	Iteration 24Q: 3 clusters Score -1425126 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1425204.125000 Penalty: 4604.937500
	Iteration 25Q: 3 clusters Score -1425204 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1425278.750000 Penalty: 4604.937500
	Iteration 26Q: 3 clusters Score -1425279 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1425324.125000 Penalty: 4604.937500
	Iteration 27Q: 3 clusters Score -1425324 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1425360.500000 Penalty: 4604.937500
	Iteration 28Q: 3 clusters Score -1425360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1425387.500000 Penalty: 4604.937500
	Iteration 29Q: 3 clusters Score -1425388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1425397.375000 Penalty: 4604.937500
	Iteration 30Q: 3 clusters Score -1425397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1425418.875000 Penalty: 4604.937500
	Iteration 31Q: 3 clusters Score -1425419 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1425438.125000 Penalty: 4604.937500
	Iteration 32Q: 3 clusters Score -1425438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1425446.750000 Penalty: 4604.937500
	Iteration 33Q: 3 clusters Score -1425447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1425448.750000 Penalty: 4604.937500
	Iteration 34Q: 3 clusters Score -1425449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1425454.750000 Penalty: 4604.937500
	Iteration 35Q: 3 clusters Score -1425455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1425454.625000 Penalty: 4604.937500
	Iteration 36Q: 3 clusters Score -1425455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1425455.875000 Penalty: 4604.937500
	Iteration 37Q: 3 clusters Score -1425456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1425457.250000 Penalty: 4604.937500
	Iteration 38Q: 3 clusters Score -1425457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1425459.750000 Penalty: 4604.937500
	Iteration 39Q: 3 clusters Score -1425460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1425459.875000 Penalty: 4604.937500
	Iteration 40F: 3 clusters Score -1425460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1425461.125000 Penalty: 4604.937500
	Iteration 41Q: 3 clusters Score -1425461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1425464.000000 Penalty: 4604.937500
	Iteration 42Q: 3 clusters Score -1425464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1425467.625000 Penalty: 4604.937500
	Iteration 43Q: 3 clusters Score -1425468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1425472.125000 Penalty: 4604.937500
	Iteration 44Q: 3 clusters Score -1425472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1425474.250000 Penalty: 4604.937500
	Iteration 45Q: 3 clusters Score -1425474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1425475.500000 Penalty: 4604.937500
	Iteration 46Q: 3 clusters Score -1425476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1425477.875000 Penalty: 4604.937500
	Iteration 47Q: 3 clusters Score -1425478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1425477.250000 Penalty: 4604.937500
	Iteration 48Q: 3 clusters Score -1425477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1425477.750000 Penalty: 4604.937500
	Iteration 49Q: 3 clusters Score -1425478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1425476.500000 Penalty: 4604.937500
	Iteration 50Q: 3 clusters Score -1425476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1425476.500000 Penalty: 4604.937500
	Iteration 51F: 3 clusters Score -1425476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -285258.343750 Penalty: 1912.686035
	Iteration 0F: 2 clusters Score -285258.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -282490.093750 Penalty: 3825.372070
	Iteration 0F: 3 clusters Score -282490.1 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -283058.781250 Penalty: 3825.372070
	Iteration 1F: 3 clusters Score -283058.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -283209.562500 Penalty: 3825.372070
	Iteration 2F: 3 clusters Score -283209.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -283307.468750 Penalty: 3825.372070
	Iteration 3Q: 3 clusters Score -283307.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -283393.250000 Penalty: 3825.372070
	Iteration 4Q: 3 clusters Score -283393.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -283474.312500 Penalty: 3825.372070
	Iteration 5Q: 3 clusters Score -283474.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -283540.343750 Penalty: 3825.372070
	Iteration 6Q: 3 clusters Score -283540.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -283599.781250 Penalty: 3825.372070
	Iteration 7Q: 3 clusters Score -283599.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -283651.187500 Penalty: 3825.372070
	Iteration 8Q: 3 clusters Score -283651.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -283705.937500 Penalty: 3825.372070
	Iteration 9Q: 3 clusters Score -283705.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -283748.781250 Penalty: 3825.372070
	Iteration 10Q: 3 clusters Score -283748.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -283787.125000 Penalty: 3825.372070
	Iteration 11Q: 3 clusters Score -283787.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -283808.375000 Penalty: 3825.372070
	Iteration 12Q: 3 clusters Score -283808.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -283833.031250 Penalty: 3825.372070
	Iteration 13Q: 3 clusters Score -283833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -283855.218750 Penalty: 3825.372070
	Iteration 14Q: 3 clusters Score -283855.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -283882.125000 Penalty: 3825.372070
	Iteration 15Q: 3 clusters Score -283882.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -283899.218750 Penalty: 3825.372070
	Iteration 16Q: 3 clusters Score -283899.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -283914.843750 Penalty: 3825.372070
	Iteration 17Q: 3 clusters Score -283914.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -283927.531250 Penalty: 3825.372070
	Iteration 18Q: 3 clusters Score -283927.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -283944.218750 Penalty: 3825.372070
	Iteration 19Q: 3 clusters Score -283944.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -283957.000000 Penalty: 3825.372070
	Iteration 20F: 3 clusters Score -283957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -283961.125000 Penalty: 3825.372070
	Iteration 21Q: 3 clusters Score -283961.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -283966.250000 Penalty: 3825.372070
	Iteration 22Q: 3 clusters Score -283966.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -283969.093750 Penalty: 3825.372070
	Iteration 23Q: 3 clusters Score -283969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -283970.156250 Penalty: 3825.372070
	Iteration 24Q: 3 clusters Score -283970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -283972.250000 Penalty: 3825.372070
	Iteration 25Q: 3 clusters Score -283972.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -283974.281250 Penalty: 3825.372070
	Iteration 26Q: 3 clusters Score -283974.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -283975.093750 Penalty: 3825.372070
	Iteration 27Q: 3 clusters Score -283975.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -283975.937500 Penalty: 3825.372070
	Iteration 28Q: 3 clusters Score -283975.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -283976.437500 Penalty: 3825.372070
	Iteration 29Q: 3 clusters Score -283976.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -283976.437500 Penalty: 3825.372070
	Iteration 30F: 3 clusters Score -283976.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Entering Unmasked Estep 
Score: -4453814.500000 Penalty: 2586.160889
	Iteration 0F: 2 clusters Score -4453814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -4430817.000000 Penalty: 5172.321777
	Iteration 0F: 3 clusters Score -4430817 nChanged 15404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -4439193.500000 Penalty: 5172.321777
	Iteration 1F: 3 clusters Score -4439194 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -4439717.500000 Penalty: 5172.321777
	Iteration 2Q: 3 clusters Score -4439718 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -4440166.500000 Penalty: 5172.321777
	Iteration 3Q: 3 clusters Score -4440166 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -4440544.000000 Penalty: 5172.321777
	Iteration 4Q: 3 clusters Score -4440544 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -4441013.000000 Penalty: 5172.321777
	Iteration 5Q: 3 clusters Score -4441013 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -4441471.000000 Penalty: 5172.321777
	Iteration 6Q: 3 clusters Score -4441471 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -4442031.500000 Penalty: 5172.321777
	Iteration 7Q: 3 clusters Score -4442032 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -4442802.500000 Penalty: 5172.321777
	Iteration 8Q: 3 clusters Score -4442802 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -4443815.500000 Penalty: 5172.321777
	Iteration 9F: 3 clusters Score -4443816 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -4445135.000000 Penalty: 5172.321777
	Iteration 10F: 3 clusters Score -4445135 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -4446676.500000 Penalty: 5172.321777
	Iteration 11F: 3 clusters Score -4446676 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -4448242.500000 Penalty: 5172.321777
	Iteration 12F: 3 clusters Score -4448242 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -4449476.500000 Penalty: 5172.321777
	Iteration 13Q: 3 clusters Score -4449476 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -4450348.000000 Penalty: 5172.321777
	Iteration 14Q: 3 clusters Score -4450348 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -4450864.000000 Penalty: 5172.321777
	Iteration 15Q: 3 clusters Score -4450864 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -4451140.500000 Penalty: 5172.321777
	Iteration 16Q: 3 clusters Score -4451140 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -4451323.000000 Penalty: 5172.321777
	Iteration 17Q: 3 clusters Score -4451323 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -4451416.500000 Penalty: 5172.321777
	Iteration 18Q: 3 clusters Score -4451416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -4451475.500000 Penalty: 5172.321777
	Iteration 19Q: 3 clusters Score -4451476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -4451508.500000 Penalty: 5172.321777
	Iteration 20F: 3 clusters Score -4451508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4451526.000000 Penalty: 5172.321777
	Iteration 21Q: 3 clusters Score -4451526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -4451545.500000 Penalty: 5172.321777
	Iteration 22Q: 3 clusters Score -4451546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -4451553.500000 Penalty: 5172.321777
	Iteration 23Q: 3 clusters Score -4451554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -4451560.000000 Penalty: 5172.321777
	Iteration 24Q: 3 clusters Score -4451560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -4451563.500000 Penalty: 5172.321777
	Iteration 25Q: 3 clusters Score -4451564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -4451562.500000 Penalty: 5172.321777
	Iteration 26Q: 3 clusters Score -4451562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -4451568.500000 Penalty: 5172.321777
	Iteration 27Q: 3 clusters Score -4451568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -4451573.000000 Penalty: 5172.321777
	Iteration 28Q: 3 clusters Score -4451573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -4451573.000000 Penalty: 5172.321777
	Iteration 29F: 3 clusters Score -4451573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Entering Unmasked Estep 
Score: -351588.750000 Penalty: 1972.335693
	Iteration 0F: 2 clusters Score -351588.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -348482.500000 Penalty: 3944.671387
	Iteration 0F: 3 clusters Score -348482.5 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -349314.750000 Penalty: 3944.671387
	Iteration 1F: 3 clusters Score -349314.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -349623.250000 Penalty: 3944.671387
	Iteration 2F: 3 clusters Score -349623.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -349918.000000 Penalty: 3944.671387
	Iteration 3F: 3 clusters Score -349918 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -350214.281250 Penalty: 3944.671387
	Iteration 4F: 3 clusters Score -350214.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -350470.593750 Penalty: 3944.671387
	Iteration 5F: 3 clusters Score -350470.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -350696.500000 Penalty: 3944.671387
	Iteration 6F: 3 clusters Score -350696.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -350889.250000 Penalty: 3944.671387
	Iteration 7Q: 3 clusters Score -350889.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -350987.406250 Penalty: 3944.671387
	Iteration 8Q: 3 clusters Score -350987.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -351046.750000 Penalty: 3944.671387
	Iteration 9Q: 3 clusters Score -351046.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -351075.156250 Penalty: 3944.671387
	Iteration 10Q: 3 clusters Score -351075.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -351093.843750 Penalty: 3944.671387
	Iteration 11Q: 3 clusters Score -351093.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -351100.718750 Penalty: 3944.671387
	Iteration 12Q: 3 clusters Score -351100.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -351103.406250 Penalty: 3944.671387
	Iteration 13Q: 3 clusters Score -351103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -351104.562500 Penalty: 3944.671387
	Iteration 14Q: 3 clusters Score -351104.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -351104.562500 Penalty: 3944.671387
	Iteration 15F: 3 clusters Score -351104.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Entering Unmasked Estep 
Score: -2404278.000000 Penalty: 2437.840576
	Iteration 0F: 2 clusters Score -2404278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2391090.000000 Penalty: 4875.681152
	Iteration 0F: 3 clusters Score -2391090 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2395828.000000 Penalty: 4875.681152
	Iteration 1F: 3 clusters Score -2395828 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2396608.250000 Penalty: 4875.681152
	Iteration 2F: 3 clusters Score -2396608 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2397399.250000 Penalty: 4875.681152
	Iteration 3F: 3 clusters Score -2397399 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2398258.500000 Penalty: 4875.681152
	Iteration 4F: 3 clusters Score -2398258 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2399048.000000 Penalty: 4875.681152
	Iteration 5F: 3 clusters Score -2399048 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2399781.750000 Penalty: 4875.681152
	Iteration 6F: 3 clusters Score -2399782 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2400456.750000 Penalty: 4875.681152
	Iteration 7F: 3 clusters Score -2400457 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2400985.750000 Penalty: 4875.681152
	Iteration 8F: 3 clusters Score -2400986 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2401400.750000 Penalty: 4875.681152
	Iteration 9Q: 3 clusters Score -2401401 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2401722.000000 Penalty: 4875.681152
	Iteration 10Q: 3 clusters Score -2401722 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2401985.250000 Penalty: 4875.681152
	Iteration 11Q: 3 clusters Score -2401985 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2402205.750000 Penalty: 4875.681152
	Iteration 12Q: 3 clusters Score -2402206 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2402436.500000 Penalty: 4875.681152
	Iteration 13Q: 3 clusters Score -2402436 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2402671.250000 Penalty: 4875.681152
	Iteration 14Q: 3 clusters Score -2402671 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2402937.000000 Penalty: 4875.681152
	Iteration 15Q: 3 clusters Score -2402937 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2403171.750000 Penalty: 4875.681152
	Iteration 16Q: 3 clusters Score -2403172 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2403355.000000 Penalty: 4875.681152
	Iteration 17Q: 3 clusters Score -2403355 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2403470.750000 Penalty: 4875.681152
	Iteration 18Q: 3 clusters Score -2403471 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2403534.000000 Penalty: 4875.681152
	Iteration 19Q: 3 clusters Score -2403534 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2403563.750000 Penalty: 4875.681152
	Iteration 20F: 3 clusters Score -2403564 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2403587.500000 Penalty: 4875.681152
	Iteration 21Q: 3 clusters Score -2403588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2403605.750000 Penalty: 4875.681152
	Iteration 22Q: 3 clusters Score -2403606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2403622.750000 Penalty: 4875.681152
	Iteration 23Q: 3 clusters Score -2403623 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2403631.000000 Penalty: 4875.681152
	Iteration 24Q: 3 clusters Score -2403631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2403638.750000 Penalty: 4875.681152
	Iteration 25Q: 3 clusters Score -2403639 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2403645.000000 Penalty: 4875.681152
	Iteration 26Q: 3 clusters Score -2403645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2403656.000000 Penalty: 4875.681152
	Iteration 27Q: 3 clusters Score -2403656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2403665.250000 Penalty: 4875.681152
	Iteration 28Q: 3 clusters Score -2403665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2403673.500000 Penalty: 4875.681152
	Iteration 29Q: 3 clusters Score -2403674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2403673.250000 Penalty: 4875.681152
	Iteration 30Q: 3 clusters Score -2403673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2403681.750000 Penalty: 4875.681152
	Iteration 31Q: 3 clusters Score -2403682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2403679.000000 Penalty: 4875.681152
	Iteration 32Q: 3 clusters Score -2403679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2403683.500000 Penalty: 4875.681152
	Iteration 33Q: 3 clusters Score -2403684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2403684.750000 Penalty: 4875.681152
	Iteration 34Q: 3 clusters Score -2403685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2403684.250000 Penalty: 4875.681152
	Iteration 35Q: 3 clusters Score -2403684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2403689.750000 Penalty: 4875.681152
	Iteration 36Q: 3 clusters Score -2403690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2403689.500000 Penalty: 4875.681152
	Iteration 37Q: 3 clusters Score -2403690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2403686.000000 Penalty: 4875.681152
	Iteration 38Q: 3 clusters Score -2403686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2403688.250000 Penalty: 4875.681152
	Iteration 39Q: 3 clusters Score -2403688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2403687.500000 Penalty: 4875.681152
	Iteration 40F: 3 clusters Score -2403688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Entering Unmasked Estep 
Score: -654911.937500 Penalty: 2129.089600
	Iteration 0F: 2 clusters Score -654911.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -650193.562500 Penalty: 4258.179199
	Iteration 0F: 3 clusters Score -650193.6 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -651502.937500 Penalty: 4258.179199
	Iteration 1F: 3 clusters Score -651502.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -652038.562500 Penalty: 4258.179199
	Iteration 2F: 3 clusters Score -652038.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -652525.687500 Penalty: 4258.179199
	Iteration 3F: 3 clusters Score -652525.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -652902.437500 Penalty: 4258.179199
	Iteration 4F: 3 clusters Score -652902.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -653142.000000 Penalty: 4258.179199
	Iteration 5F: 3 clusters Score -653142 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -653315.937500 Penalty: 4258.179199
	Iteration 6Q: 3 clusters Score -653315.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -653440.500000 Penalty: 4258.179199
	Iteration 7Q: 3 clusters Score -653440.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -653529.625000 Penalty: 4258.179199
	Iteration 8Q: 3 clusters Score -653529.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -653582.937500 Penalty: 4258.179199
	Iteration 9Q: 3 clusters Score -653582.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -653636.125000 Penalty: 4258.179199
	Iteration 10Q: 3 clusters Score -653636.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -653688.875000 Penalty: 4258.179199
	Iteration 11Q: 3 clusters Score -653688.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -653735.687500 Penalty: 4258.179199
	Iteration 12Q: 3 clusters Score -653735.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -653791.187500 Penalty: 4258.179199
	Iteration 13Q: 3 clusters Score -653791.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -653859.562500 Penalty: 4258.179199
	Iteration 14Q: 3 clusters Score -653859.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -653925.000000 Penalty: 4258.179199
	Iteration 15Q: 3 clusters Score -653925 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -653985.250000 Penalty: 4258.179199
	Iteration 16Q: 3 clusters Score -653985.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -654046.125000 Penalty: 4258.179199
	Iteration 17Q: 3 clusters Score -654046.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -654081.187500 Penalty: 4258.179199
	Iteration 18Q: 3 clusters Score -654081.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -654108.687500 Penalty: 4258.179199
	Iteration 19Q: 3 clusters Score -654108.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -654126.062500 Penalty: 4258.179199
	Iteration 20F: 3 clusters Score -654126.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -654137.000000 Penalty: 4258.179199
	Iteration 21Q: 3 clusters Score -654137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -654145.375000 Penalty: 4258.179199
	Iteration 22Q: 3 clusters Score -654145.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -654146.812500 Penalty: 4258.179199
	Iteration 23Q: 3 clusters Score -654146.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -654147.750000 Penalty: 4258.179199
	Iteration 24Q: 3 clusters Score -654147.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -654148.312500 Penalty: 4258.179199
	Iteration 25Q: 3 clusters Score -654148.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -654148.312500 Penalty: 4258.179199
	Iteration 26F: 3 clusters Score -654148.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Entering Unmasked Estep 
Score: -796672.187500 Penalty: 2160.846191
	Iteration 0F: 2 clusters Score -796672.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -791456.625000 Penalty: 4321.692383
	Iteration 0F: 3 clusters Score -791456.6 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -792853.625000 Penalty: 4321.692383
	Iteration 1F: 3 clusters Score -792853.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -793069.625000 Penalty: 4321.692383
	Iteration 2F: 3 clusters Score -793069.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -793207.000000 Penalty: 4321.692383
	Iteration 3Q: 3 clusters Score -793207 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -793311.562500 Penalty: 4321.692383
	Iteration 4Q: 3 clusters Score -793311.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -793406.250000 Penalty: 4321.692383
	Iteration 5Q: 3 clusters Score -793406.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -793492.312500 Penalty: 4321.692383
	Iteration 6Q: 3 clusters Score -793492.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -793569.125000 Penalty: 4321.692383
	Iteration 7Q: 3 clusters Score -793569.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -793650.687500 Penalty: 4321.692383
	Iteration 8Q: 3 clusters Score -793650.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -793732.062500 Penalty: 4321.692383
	Iteration 9Q: 3 clusters Score -793732.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -793803.437500 Penalty: 4321.692383
	Iteration 10Q: 3 clusters Score -793803.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -793896.000000 Penalty: 4321.692383
	Iteration 11Q: 3 clusters Score -793896 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -793997.812500 Penalty: 4321.692383
	Iteration 12Q: 3 clusters Score -793997.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -794076.875000 Penalty: 4321.692383
	Iteration 13Q: 3 clusters Score -794076.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -794139.812500 Penalty: 4321.692383
	Iteration 14Q: 3 clusters Score -794139.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -794186.875000 Penalty: 4321.692383
	Iteration 15Q: 3 clusters Score -794186.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -794236.875000 Penalty: 4321.692383
	Iteration 16Q: 3 clusters Score -794236.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -794283.562500 Penalty: 4321.692383
	Iteration 17Q: 3 clusters Score -794283.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -794327.687500 Penalty: 4321.692383
	Iteration 18Q: 3 clusters Score -794327.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -794362.312500 Penalty: 4321.692383
	Iteration 19Q: 3 clusters Score -794362.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -794398.875000 Penalty: 4321.692383
	Iteration 20F: 3 clusters Score -794398.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -794424.625000 Penalty: 4321.692383
	Iteration 21Q: 3 clusters Score -794424.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -794442.250000 Penalty: 4321.692383
	Iteration 22Q: 3 clusters Score -794442.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -794457.375000 Penalty: 4321.692383
	Iteration 23Q: 3 clusters Score -794457.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -794474.562500 Penalty: 4321.692383
	Iteration 24Q: 3 clusters Score -794474.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -794493.187500 Penalty: 4321.692383
	Iteration 25Q: 3 clusters Score -794493.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -794510.687500 Penalty: 4321.692383
	Iteration 26Q: 3 clusters Score -794510.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -794524.500000 Penalty: 4321.692383
	Iteration 27Q: 3 clusters Score -794524.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -794535.437500 Penalty: 4321.692383
	Iteration 28Q: 3 clusters Score -794535.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -794556.875000 Penalty: 4321.692383
	Iteration 29Q: 3 clusters Score -794556.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -794581.125000 Penalty: 4321.692383
	Iteration 30Q: 3 clusters Score -794581.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -794608.562500 Penalty: 4321.692383
	Iteration 31Q: 3 clusters Score -794608.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -794638.125000 Penalty: 4321.692383
	Iteration 32Q: 3 clusters Score -794638.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -794666.312500 Penalty: 4321.692383
	Iteration 33Q: 3 clusters Score -794666.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -794679.500000 Penalty: 4321.692383
	Iteration 34Q: 3 clusters Score -794679.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -794696.000000 Penalty: 4321.692383
	Iteration 35Q: 3 clusters Score -794696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -794715.000000 Penalty: 4321.692383
	Iteration 36Q: 3 clusters Score -794715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -794725.562500 Penalty: 4321.692383
	Iteration 37Q: 3 clusters Score -794725.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -794732.437500 Penalty: 4321.692383
	Iteration 38Q: 3 clusters Score -794732.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -794739.437500 Penalty: 4321.692383
	Iteration 39Q: 3 clusters Score -794739.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -794744.625000 Penalty: 4321.692383
	Iteration 40F: 3 clusters Score -794744.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -794750.812500 Penalty: 4321.692383
	Iteration 41Q: 3 clusters Score -794750.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -794760.812500 Penalty: 4321.692383
	Iteration 42Q: 3 clusters Score -794760.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -794766.312500 Penalty: 4321.692383
	Iteration 43Q: 3 clusters Score -794766.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -794768.562500 Penalty: 4321.692383
	Iteration 44Q: 3 clusters Score -794768.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -794771.312500 Penalty: 4321.692383
	Iteration 45Q: 3 clusters Score -794771.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -794770.750000 Penalty: 4321.692383
	Iteration 46Q: 3 clusters Score -794770.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -794770.750000 Penalty: 4321.692383
	Iteration 47F: 3 clusters Score -794770.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Entering Unmasked Estep 
Score: -3454678.250000 Penalty: 2525.424316
	Iteration 0F: 2 clusters Score -3454678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -3436404.500000 Penalty: 5050.848633
	Iteration 0F: 3 clusters Score -3436404 nChanged 11826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3443070.250000 Penalty: 5050.848633
	Iteration 1F: 3 clusters Score -3443070 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3443698.250000 Penalty: 5050.848633
	Iteration 2F: 3 clusters Score -3443698 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -3444323.500000 Penalty: 5050.848633
	Iteration 3F: 3 clusters Score -3444324 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3445025.250000 Penalty: 5050.848633
	Iteration 4F: 3 clusters Score -3445025 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -3445821.250000 Penalty: 5050.848633
	Iteration 5F: 3 clusters Score -3445821 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -3446622.250000 Penalty: 5050.848633
	Iteration 6F: 3 clusters Score -3446622 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -3447472.500000 Penalty: 5050.848633
	Iteration 7F: 3 clusters Score -3447472 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3448304.500000 Penalty: 5050.848633
	Iteration 8F: 3 clusters Score -3448304 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3449061.000000 Penalty: 5050.848633
	Iteration 9Q: 3 clusters Score -3449061 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -3449738.000000 Penalty: 5050.848633
	Iteration 10Q: 3 clusters Score -3449738 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -3450339.000000 Penalty: 5050.848633
	Iteration 11Q: 3 clusters Score -3450339 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3450856.250000 Penalty: 5050.848633
	Iteration 12Q: 3 clusters Score -3450856 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3451238.250000 Penalty: 5050.848633
	Iteration 13Q: 3 clusters Score -3451238 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3451560.750000 Penalty: 5050.848633
	Iteration 14Q: 3 clusters Score -3451561 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -3451795.000000 Penalty: 5050.848633
	Iteration 15Q: 3 clusters Score -3451795 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -3452002.000000 Penalty: 5050.848633
	Iteration 16Q: 3 clusters Score -3452002 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3452134.750000 Penalty: 5050.848633
	Iteration 17Q: 3 clusters Score -3452135 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3452260.250000 Penalty: 5050.848633
	Iteration 18Q: 3 clusters Score -3452260 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3452350.000000 Penalty: 5050.848633
	Iteration 19Q: 3 clusters Score -3452350 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -3452420.250000 Penalty: 5050.848633
	Iteration 20F: 3 clusters Score -3452420 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3452471.250000 Penalty: 5050.848633
	Iteration 21Q: 3 clusters Score -3452471 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3452521.000000 Penalty: 5050.848633
	Iteration 22Q: 3 clusters Score -3452521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3452550.000000 Penalty: 5050.848633
	Iteration 23Q: 3 clusters Score -3452550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3452580.500000 Penalty: 5050.848633
	Iteration 24Q: 3 clusters Score -3452580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -3452609.250000 Penalty: 5050.848633
	Iteration 25Q: 3 clusters Score -3452609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -3452625.000000 Penalty: 5050.848633
	Iteration 26Q: 3 clusters Score -3452625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3452642.750000 Penalty: 5050.848633
	Iteration 27Q: 3 clusters Score -3452643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -3452651.750000 Penalty: 5050.848633
	Iteration 28Q: 3 clusters Score -3452652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -3452649.500000 Penalty: 5050.848633
	Iteration 29Q: 3 clusters Score -3452650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3452652.000000 Penalty: 5050.848633
	Iteration 30Q: 3 clusters Score -3452652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3452652.000000 Penalty: 5050.848633
	Iteration 31Q: 3 clusters Score -3452652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -3452650.000000 Penalty: 5050.848633
	Iteration 32Q: 3 clusters Score -3452650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -3452652.750000 Penalty: 5050.848633
	Iteration 33Q: 3 clusters Score -3452653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3452654.250000 Penalty: 5050.848633
	Iteration 34Q: 3 clusters Score -3452654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -3452656.250000 Penalty: 5050.848633
	Iteration 35Q: 3 clusters Score -3452656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3452660.250000 Penalty: 5050.848633
	Iteration 36Q: 3 clusters Score -3452660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -3452666.750000 Penalty: 5050.848633
	Iteration 37Q: 3 clusters Score -3452667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3452668.500000 Penalty: 5050.848633
	Iteration 38Q: 3 clusters Score -3452668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -3452674.500000 Penalty: 5050.848633
	Iteration 39Q: 3 clusters Score -3452674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3452674.000000 Penalty: 5050.848633
	Iteration 40F: 3 clusters Score -3452674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3452673.750000 Penalty: 5050.848633
	Iteration 41Q: 3 clusters Score -3452674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3452676.250000 Penalty: 5050.848633
	Iteration 42Q: 3 clusters Score -3452676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -3452671.750000 Penalty: 5050.848633
	Iteration 43Q: 3 clusters Score -3452672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3452680.750000 Penalty: 5050.848633
	Iteration 44Q: 3 clusters Score -3452681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3452689.000000 Penalty: 5050.848633
	Iteration 45Q: 3 clusters Score -3452689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3452692.500000 Penalty: 5050.848633
	Iteration 46Q: 3 clusters Score -3452692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -3452698.500000 Penalty: 5050.848633
	Iteration 47Q: 3 clusters Score -3452698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3452700.500000 Penalty: 5050.848633
	Iteration 48Q: 3 clusters Score -3452700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -3452703.000000 Penalty: 5050.848633
	Iteration 49Q: 3 clusters Score -3452703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3452702.500000 Penalty: 5050.848633
	Iteration 50Q: 3 clusters Score -3452702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3452702.500000 Penalty: 5050.848633
	Iteration 51F: 3 clusters Score -3452702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -64260.003906 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -64260 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: -62843.906250 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -62843.91 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -63637.640625 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -63637.64 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -64143.156250 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -64143.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -64439.515625 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -64439.52 nChanged 20
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: -64710.031250 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -64710.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -65025.578125 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -65025.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -65102.250000 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -65102.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -65162.746094 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -65162.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -65189.058594 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -65189.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -65221.667969 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -65221.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -65255.503906 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -65255.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -65274.984375 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -65274.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -65278.707031 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -65278.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -65283.414062 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -65283.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -65294.609375 Penalty: 3184.317383
	Iteration 14F: 3 clusters Score -65294.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -65309.875000 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -65309.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -65313.691406 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -65313.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -65313.691406 Penalty: 3184.317383
	Iteration 17F: 3 clusters Score -65313.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136613 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15605 members 
Mstep: Class 11 contains 10766 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33795 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13512 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2201 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Mstep: Class 35 contains 189 members 
Entering Unmasked Estep 
Score: -73852576.000000 Penalty: 115181.742188
Splitting cluster 19 changes total score from -73853216.000000 to -73852576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -243431.578125 Penalty: 1865.152466
	Iteration 0F: 2 clusters Score -243431.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -240950.500000 Penalty: 3730.304932
	Iteration 0F: 3 clusters Score -240950.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -241416.703125 Penalty: 3730.304932
	Iteration 1F: 3 clusters Score -241416.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -241517.406250 Penalty: 3730.304932
	Iteration 2F: 3 clusters Score -241517.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -241581.984375 Penalty: 3730.304932
	Iteration 3Q: 3 clusters Score -241582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -241614.390625 Penalty: 3730.304932
	Iteration 4Q: 3 clusters Score -241614.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -241632.921875 Penalty: 3730.304932
	Iteration 5Q: 3 clusters Score -241632.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -241644.671875 Penalty: 3730.304932
	Iteration 6Q: 3 clusters Score -241644.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -241660.203125 Penalty: 3730.304932
	Iteration 7Q: 3 clusters Score -241660.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -241670.406250 Penalty: 3730.304932
	Iteration 8Q: 3 clusters Score -241670.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -241679.546875 Penalty: 3730.304932
	Iteration 9Q: 3 clusters Score -241679.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -241688.687500 Penalty: 3730.304932
	Iteration 10Q: 3 clusters Score -241688.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -241691.640625 Penalty: 3730.304932
	Iteration 11Q: 3 clusters Score -241691.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -241694.125000 Penalty: 3730.304932
	Iteration 12Q: 3 clusters Score -241694.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -241695.531250 Penalty: 3730.304932
	Iteration 13Q: 3 clusters Score -241695.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -241696.625000 Penalty: 3730.304932
	Iteration 14Q: 3 clusters Score -241696.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -241697.843750 Penalty: 3730.304932
	Iteration 15Q: 3 clusters Score -241697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -241699.750000 Penalty: 3730.304932
	Iteration 16Q: 3 clusters Score -241699.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -241700.359375 Penalty: 3730.304932
	Iteration 17Q: 3 clusters Score -241700.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -241701.546875 Penalty: 3730.304932
	Iteration 18Q: 3 clusters Score -241701.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -241701.546875 Penalty: 3730.304932
	Iteration 19F: 3 clusters Score -241701.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Entering Unmasked Estep 
Score: -1755156.125000 Penalty: 2358.810791
	Iteration 0F: 2 clusters Score -1755156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1745171.375000 Penalty: 4717.621582
	Iteration 0F: 3 clusters Score -1745171 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1748444.625000 Penalty: 4717.621582
	Iteration 1F: 3 clusters Score -1748445 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1749038.125000 Penalty: 4717.621582
	Iteration 2F: 3 clusters Score -1749038 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1749616.000000 Penalty: 4717.621582
	Iteration 3F: 3 clusters Score -1749616 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1750165.000000 Penalty: 4717.621582
	Iteration 4F: 3 clusters Score -1750165 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1750654.625000 Penalty: 4717.621582
	Iteration 5F: 3 clusters Score -1750655 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1751066.500000 Penalty: 4717.621582
	Iteration 6F: 3 clusters Score -1751066 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1751419.750000 Penalty: 4717.621582
	Iteration 7Q: 3 clusters Score -1751420 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1751721.000000 Penalty: 4717.621582
	Iteration 8Q: 3 clusters Score -1751721 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1751974.000000 Penalty: 4717.621582
	Iteration 9Q: 3 clusters Score -1751974 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1752217.875000 Penalty: 4717.621582
	Iteration 10Q: 3 clusters Score -1752218 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1752423.125000 Penalty: 4717.621582
	Iteration 11Q: 3 clusters Score -1752423 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1752586.375000 Penalty: 4717.621582
	Iteration 12Q: 3 clusters Score -1752586 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1752702.500000 Penalty: 4717.621582
	Iteration 13Q: 3 clusters Score -1752702 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1752797.250000 Penalty: 4717.621582
	Iteration 14Q: 3 clusters Score -1752797 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1752870.250000 Penalty: 4717.621582
	Iteration 15Q: 3 clusters Score -1752870 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1752916.375000 Penalty: 4717.621582
	Iteration 16Q: 3 clusters Score -1752916 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1752965.125000 Penalty: 4717.621582
	Iteration 17Q: 3 clusters Score -1752965 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1753004.625000 Penalty: 4717.621582
	Iteration 18Q: 3 clusters Score -1753005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1753035.750000 Penalty: 4717.621582
	Iteration 19Q: 3 clusters Score -1753036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1753051.875000 Penalty: 4717.621582
	Iteration 20F: 3 clusters Score -1753052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1753067.250000 Penalty: 4717.621582
	Iteration 21Q: 3 clusters Score -1753067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1753077.750000 Penalty: 4717.621582
	Iteration 22Q: 3 clusters Score -1753078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1753089.000000 Penalty: 4717.621582
	Iteration 23Q: 3 clusters Score -1753089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1753090.875000 Penalty: 4717.621582
	Iteration 24Q: 3 clusters Score -1753091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1753093.125000 Penalty: 4717.621582
	Iteration 25Q: 3 clusters Score -1753093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1753095.625000 Penalty: 4717.621582
	Iteration 26Q: 3 clusters Score -1753096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1753096.875000 Penalty: 4717.621582
	Iteration 27Q: 3 clusters Score -1753097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1753097.500000 Penalty: 4717.621582
	Iteration 28Q: 3 clusters Score -1753098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1753099.500000 Penalty: 4717.621582
	Iteration 29Q: 3 clusters Score -1753100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1753099.000000 Penalty: 4717.621582
	Iteration 30Q: 3 clusters Score -1753099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1753103.375000 Penalty: 4717.621582
	Iteration 31Q: 3 clusters Score -1753103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1753102.500000 Penalty: 4717.621582
	Iteration 32Q: 3 clusters Score -1753102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1753106.125000 Penalty: 4717.621582
	Iteration 33Q: 3 clusters Score -1753106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1753106.875000 Penalty: 4717.621582
	Iteration 34Q: 3 clusters Score -1753107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -1753106.875000 Penalty: 4717.621582
	Iteration 35F: 3 clusters Score -1753107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Entering Unmasked Estep 
Score: -422423.812500 Penalty: 2013.389404
	Iteration 0F: 2 clusters Score -422423.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -418917.250000 Penalty: 4026.778809
	Iteration 0F: 3 clusters Score -418917.2 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -419572.000000 Penalty: 4026.778809
	Iteration 1F: 3 clusters Score -419572 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -419729.593750 Penalty: 4026.778809
	Iteration 2F: 3 clusters Score -419729.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -419825.500000 Penalty: 4026.778809
	Iteration 3Q: 3 clusters Score -419825.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -419885.218750 Penalty: 4026.778809
	Iteration 4Q: 3 clusters Score -419885.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -419937.437500 Penalty: 4026.778809
	Iteration 5Q: 3 clusters Score -419937.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -419970.062500 Penalty: 4026.778809
	Iteration 6Q: 3 clusters Score -419970.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -419988.781250 Penalty: 4026.778809
	Iteration 7Q: 3 clusters Score -419988.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -420005.250000 Penalty: 4026.778809
	Iteration 8Q: 3 clusters Score -420005.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -420014.000000 Penalty: 4026.778809
	Iteration 9Q: 3 clusters Score -420014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -420020.656250 Penalty: 4026.778809
	Iteration 10Q: 3 clusters Score -420020.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -420030.906250 Penalty: 4026.778809
	Iteration 11Q: 3 clusters Score -420030.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -420040.500000 Penalty: 4026.778809
	Iteration 12Q: 3 clusters Score -420040.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -420051.531250 Penalty: 4026.778809
	Iteration 13Q: 3 clusters Score -420051.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -420064.312500 Penalty: 4026.778809
	Iteration 14Q: 3 clusters Score -420064.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -420077.000000 Penalty: 4026.778809
	Iteration 15Q: 3 clusters Score -420077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -420089.500000 Penalty: 4026.778809
	Iteration 16Q: 3 clusters Score -420089.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -420102.406250 Penalty: 4026.778809
	Iteration 17Q: 3 clusters Score -420102.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -420113.750000 Penalty: 4026.778809
	Iteration 18Q: 3 clusters Score -420113.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -420124.218750 Penalty: 4026.778809
	Iteration 19Q: 3 clusters Score -420124.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -420135.937500 Penalty: 4026.778809
	Iteration 20F: 3 clusters Score -420135.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -420145.875000 Penalty: 4026.778809
	Iteration 21Q: 3 clusters Score -420145.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -420157.468750 Penalty: 4026.778809
	Iteration 22Q: 3 clusters Score -420157.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -420166.812500 Penalty: 4026.778809
	Iteration 23Q: 3 clusters Score -420166.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -420177.906250 Penalty: 4026.778809
	Iteration 24Q: 3 clusters Score -420177.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -420187.500000 Penalty: 4026.778809
	Iteration 25Q: 3 clusters Score -420187.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -420194.156250 Penalty: 4026.778809
	Iteration 26Q: 3 clusters Score -420194.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -420197.218750 Penalty: 4026.778809
	Iteration 27Q: 3 clusters Score -420197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -420200.156250 Penalty: 4026.778809
	Iteration 28Q: 3 clusters Score -420200.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -420202.718750 Penalty: 4026.778809
	Iteration 29Q: 3 clusters Score -420202.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -420206.312500 Penalty: 4026.778809
	Iteration 30Q: 3 clusters Score -420206.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -420208.406250 Penalty: 4026.778809
	Iteration 31Q: 3 clusters Score -420208.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -420210.343750 Penalty: 4026.778809
	Iteration 32Q: 3 clusters Score -420210.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -420212.812500 Penalty: 4026.778809
	Iteration 33Q: 3 clusters Score -420212.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -420215.343750 Penalty: 4026.778809
	Iteration 34Q: 3 clusters Score -420215.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -420217.781250 Penalty: 4026.778809
	Iteration 35Q: 3 clusters Score -420217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -420218.656250 Penalty: 4026.778809
	Iteration 36Q: 3 clusters Score -420218.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -420219.250000 Penalty: 4026.778809
	Iteration 37Q: 3 clusters Score -420219.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -420220.000000 Penalty: 4026.778809
	Iteration 38Q: 3 clusters Score -420220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -420221.562500 Penalty: 4026.778809
	Iteration 39Q: 3 clusters Score -420221.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -420223.437500 Penalty: 4026.778809
	Iteration 40F: 3 clusters Score -420223.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -420224.812500 Penalty: 4026.778809
	Iteration 41Q: 3 clusters Score -420224.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -420224.812500 Penalty: 4026.778809
	Iteration 42F: 3 clusters Score -420224.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -89731.828125 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -89731.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -88261.390625 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -88261.39 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -89030.742188 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -89030.74 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -89566.218750 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -89566.22 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -90083.296875 Penalty: 3314.325684
	Iteration 3F: 3 clusters Score -90083.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -90380.382812 Penalty: 3314.325684
	Iteration 4F: 3 clusters Score -90380.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -90713.828125 Penalty: 3314.325684
	Iteration 5Q: 3 clusters Score -90713.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -90917.406250 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -90917.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -91046.492188 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -91046.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -91071.976562 Penalty: 3314.325684
	Iteration 8Q: 3 clusters Score -91071.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -91089.171875 Penalty: 3314.325684
	Iteration 9Q: 3 clusters Score -91089.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -91186.703125 Penalty: 3314.325684
	Iteration 10Q: 3 clusters Score -91186.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -91186.703125 Penalty: 3314.325684
	Iteration 11F: 3 clusters Score -91186.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136613 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15605 members 
Mstep: Class 11 contains 10766 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33795 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13512 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 658 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2201 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Mstep: Class 35 contains 140 members 
Entering Unmasked Estep 
Score: -73853064.000000 Penalty: 115181.742188
Splitting cluster 23 changes total score from -73853216.000000 to -73853064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (4390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Entering Unmasked Estep 
Score: -578109.812500 Penalty: 2079.997070
	Iteration 0F: 2 clusters Score -578109.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -574052.312500 Penalty: 4159.994141
	Iteration 0F: 3 clusters Score -574052.3 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -575037.437500 Penalty: 4159.994141
	Iteration 1F: 3 clusters Score -575037.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -575271.812500 Penalty: 4159.994141
	Iteration 2F: 3 clusters Score -575271.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -575491.687500 Penalty: 4159.994141
	Iteration 3F: 3 clusters Score -575491.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -575710.562500 Penalty: 4159.994141
	Iteration 4F: 3 clusters Score -575710.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -575919.312500 Penalty: 4159.994141
	Iteration 5F: 3 clusters Score -575919.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -576095.187500 Penalty: 4159.994141
	Iteration 6Q: 3 clusters Score -576095.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -576243.000000 Penalty: 4159.994141
	Iteration 7Q: 3 clusters Score -576243 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -576364.812500 Penalty: 4159.994141
	Iteration 8Q: 3 clusters Score -576364.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -576477.562500 Penalty: 4159.994141
	Iteration 9Q: 3 clusters Score -576477.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -576557.625000 Penalty: 4159.994141
	Iteration 10Q: 3 clusters Score -576557.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -576629.687500 Penalty: 4159.994141
	Iteration 11Q: 3 clusters Score -576629.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -576680.812500 Penalty: 4159.994141
	Iteration 12Q: 3 clusters Score -576680.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -576703.375000 Penalty: 4159.994141
	Iteration 13Q: 3 clusters Score -576703.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -576711.562500 Penalty: 4159.994141
	Iteration 14Q: 3 clusters Score -576711.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -576718.187500 Penalty: 4159.994141
	Iteration 15Q: 3 clusters Score -576718.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -576723.250000 Penalty: 4159.994141
	Iteration 16Q: 3 clusters Score -576723.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -576726.562500 Penalty: 4159.994141
	Iteration 17Q: 3 clusters Score -576726.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -576730.062500 Penalty: 4159.994141
	Iteration 18Q: 3 clusters Score -576730.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -576731.187500 Penalty: 4159.994141
	Iteration 19Q: 3 clusters Score -576731.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -576734.812500 Penalty: 4159.994141
	Iteration 20F: 3 clusters Score -576734.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -576737.437500 Penalty: 4159.994141
	Iteration 21Q: 3 clusters Score -576737.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -576742.937500 Penalty: 4159.994141
	Iteration 22Q: 3 clusters Score -576742.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -576745.875000 Penalty: 4159.994141
	Iteration 23Q: 3 clusters Score -576745.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -576750.250000 Penalty: 4159.994141
	Iteration 24Q: 3 clusters Score -576750.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -576752.062500 Penalty: 4159.994141
	Iteration 25Q: 3 clusters Score -576752.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -576752.875000 Penalty: 4159.994141
	Iteration 26Q: 3 clusters Score -576752.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -576755.937500 Penalty: 4159.994141
	Iteration 27Q: 3 clusters Score -576755.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -576758.250000 Penalty: 4159.994141
	Iteration 28Q: 3 clusters Score -576758.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -576758.750000 Penalty: 4159.994141
	Iteration 29Q: 3 clusters Score -576758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -576760.250000 Penalty: 4159.994141
	Iteration 30Q: 3 clusters Score -576760.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -576759.562500 Penalty: 4159.994141
	Iteration 31Q: 3 clusters Score -576759.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -576759.562500 Penalty: 4159.994141
	Iteration 32F: 3 clusters Score -576759.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Entering Unmasked Estep 
Score: -1586738.500000 Penalty: 2351.566162
	Iteration 0F: 2 clusters Score -1586738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1577126.875000 Penalty: 4703.132324
	Iteration 0F: 3 clusters Score -1577127 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1580195.750000 Penalty: 4703.132324
	Iteration 1F: 3 clusters Score -1580196 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1580896.125000 Penalty: 4703.132324
	Iteration 2F: 3 clusters Score -1580896 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1581657.250000 Penalty: 4703.132324
	Iteration 3F: 3 clusters Score -1581657 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1582409.750000 Penalty: 4703.132324
	Iteration 4F: 3 clusters Score -1582410 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1583200.250000 Penalty: 4703.132324
	Iteration 5F: 3 clusters Score -1583200 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1583909.125000 Penalty: 4703.132324
	Iteration 6F: 3 clusters Score -1583909 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1584422.375000 Penalty: 4703.132324
	Iteration 7F: 3 clusters Score -1584422 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1584787.500000 Penalty: 4703.132324
	Iteration 8Q: 3 clusters Score -1584788 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1585058.000000 Penalty: 4703.132324
	Iteration 9Q: 3 clusters Score -1585058 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1585243.625000 Penalty: 4703.132324
	Iteration 10Q: 3 clusters Score -1585244 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1585380.875000 Penalty: 4703.132324
	Iteration 11Q: 3 clusters Score -1585381 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1585456.250000 Penalty: 4703.132324
	Iteration 12Q: 3 clusters Score -1585456 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1585526.625000 Penalty: 4703.132324
	Iteration 13Q: 3 clusters Score -1585527 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1585597.000000 Penalty: 4703.132324
	Iteration 14Q: 3 clusters Score -1585597 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1585654.750000 Penalty: 4703.132324
	Iteration 15Q: 3 clusters Score -1585655 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1585717.625000 Penalty: 4703.132324
	Iteration 16Q: 3 clusters Score -1585718 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1585766.750000 Penalty: 4703.132324
	Iteration 17Q: 3 clusters Score -1585767 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1585815.500000 Penalty: 4703.132324
	Iteration 18Q: 3 clusters Score -1585816 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1585849.750000 Penalty: 4703.132324
	Iteration 19Q: 3 clusters Score -1585850 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1585880.250000 Penalty: 4703.132324
	Iteration 20F: 3 clusters Score -1585880 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1585908.500000 Penalty: 4703.132324
	Iteration 21Q: 3 clusters Score -1585908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1585923.875000 Penalty: 4703.132324
	Iteration 22Q: 3 clusters Score -1585924 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1585937.125000 Penalty: 4703.132324
	Iteration 23Q: 3 clusters Score -1585937 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1585941.875000 Penalty: 4703.132324
	Iteration 24Q: 3 clusters Score -1585942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1585948.875000 Penalty: 4703.132324
	Iteration 25Q: 3 clusters Score -1585949 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1585957.625000 Penalty: 4703.132324
	Iteration 26Q: 3 clusters Score -1585958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1585964.625000 Penalty: 4703.132324
	Iteration 27Q: 3 clusters Score -1585965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1585970.625000 Penalty: 4703.132324
	Iteration 28Q: 3 clusters Score -1585971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1585971.500000 Penalty: 4703.132324
	Iteration 29Q: 3 clusters Score -1585972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1585966.375000 Penalty: 4703.132324
	Iteration 30Q: 3 clusters Score -1585966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1585973.000000 Penalty: 4703.132324
	Iteration 31Q: 3 clusters Score -1585973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1585975.500000 Penalty: 4703.132324
	Iteration 32Q: 3 clusters Score -1585976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1585976.875000 Penalty: 4703.132324
	Iteration 33Q: 3 clusters Score -1585977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1585979.375000 Penalty: 4703.132324
	Iteration 34Q: 3 clusters Score -1585979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1585987.250000 Penalty: 4703.132324
	Iteration 35Q: 3 clusters Score -1585987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1585992.875000 Penalty: 4703.132324
	Iteration 36Q: 3 clusters Score -1585993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1585990.750000 Penalty: 4703.132324
	Iteration 37Q: 3 clusters Score -1585991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1586000.500000 Penalty: 4703.132324
	Iteration 38Q: 3 clusters Score -1586000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1586006.875000 Penalty: 4703.132324
	Iteration 39Q: 3 clusters Score -1586007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1586013.000000 Penalty: 4703.132324
	Iteration 40F: 3 clusters Score -1586013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1586018.875000 Penalty: 4703.132324
	Iteration 41Q: 3 clusters Score -1586019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1586022.125000 Penalty: 4703.132324
	Iteration 42Q: 3 clusters Score -1586022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1586018.375000 Penalty: 4703.132324
	Iteration 43Q: 3 clusters Score -1586018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1586029.125000 Penalty: 4703.132324
	Iteration 44Q: 3 clusters Score -1586029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1586041.000000 Penalty: 4703.132324
	Iteration 45Q: 3 clusters Score -1586041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1586048.125000 Penalty: 4703.132324
	Iteration 46Q: 3 clusters Score -1586048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1586049.625000 Penalty: 4703.132324
	Iteration 47Q: 3 clusters Score -1586050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1586056.125000 Penalty: 4703.132324
	Iteration 48Q: 3 clusters Score -1586056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1586067.875000 Penalty: 4703.132324
	Iteration 49Q: 3 clusters Score -1586068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1586070.250000 Penalty: 4703.132324
	Iteration 50Q: 3 clusters Score -1586070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1586074.875000 Penalty: 4703.132324
	Iteration 51Q: 3 clusters Score -1586075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1586078.750000 Penalty: 4703.132324
	Iteration 52Q: 3 clusters Score -1586079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1586088.750000 Penalty: 4703.132324
	Iteration 53Q: 3 clusters Score -1586089 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1586103.000000 Penalty: 4703.132324
	Iteration 54Q: 3 clusters Score -1586103 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1586117.125000 Penalty: 4703.132324
	Iteration 55Q: 3 clusters Score -1586117 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1586125.500000 Penalty: 4703.132324
	Iteration 56Q: 3 clusters Score -1586126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1586132.125000 Penalty: 4703.132324
	Iteration 57Q: 3 clusters Score -1586132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1586144.125000 Penalty: 4703.132324
	Iteration 58Q: 3 clusters Score -1586144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1586153.000000 Penalty: 4703.132324
	Iteration 59Q: 3 clusters Score -1586153 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1586163.500000 Penalty: 4703.132324
	Iteration 60F: 3 clusters Score -1586164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1586166.125000 Penalty: 4703.132324
	Iteration 61Q: 3 clusters Score -1586166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1586171.250000 Penalty: 4703.132324
	Iteration 62Q: 3 clusters Score -1586171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1586178.625000 Penalty: 4703.132324
	Iteration 63Q: 3 clusters Score -1586179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1586182.500000 Penalty: 4703.132324
	Iteration 64Q: 3 clusters Score -1586182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1586188.875000 Penalty: 4703.132324
	Iteration 65Q: 3 clusters Score -1586189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1586193.125000 Penalty: 4703.132324
	Iteration 66Q: 3 clusters Score -1586193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1586199.375000 Penalty: 4703.132324
	Iteration 67Q: 3 clusters Score -1586199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1586200.875000 Penalty: 4703.132324
	Iteration 68Q: 3 clusters Score -1586201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1586203.125000 Penalty: 4703.132324
	Iteration 69Q: 3 clusters Score -1586203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1586210.875000 Penalty: 4703.132324
	Iteration 70Q: 3 clusters Score -1586211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1586212.250000 Penalty: 4703.132324
	Iteration 71Q: 3 clusters Score -1586212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1586210.500000 Penalty: 4703.132324
	Iteration 72Q: 3 clusters Score -1586210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1586217.000000 Penalty: 4703.132324
	Iteration 73Q: 3 clusters Score -1586217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1586215.125000 Penalty: 4703.132324
	Iteration 74Q: 3 clusters Score -1586215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1586214.625000 Penalty: 4703.132324
	Iteration 75Q: 3 clusters Score -1586215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1586215.250000 Penalty: 4703.132324
	Iteration 76Q: 3 clusters Score -1586215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1586217.875000 Penalty: 4703.132324
	Iteration 77Q: 3 clusters Score -1586218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1586218.875000 Penalty: 4703.132324
	Iteration 78Q: 3 clusters Score -1586219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1586221.000000 Penalty: 4703.132324
	Iteration 79Q: 3 clusters Score -1586221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1586217.875000 Penalty: 4703.132324
	Iteration 80F: 3 clusters Score -1586218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1586220.625000 Penalty: 4703.132324
	Iteration 81Q: 3 clusters Score -1586221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1586221.500000 Penalty: 4703.132324
	Iteration 82Q: 3 clusters Score -1586222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1586223.750000 Penalty: 4703.132324
	Iteration 83Q: 3 clusters Score -1586224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1586223.875000 Penalty: 4703.132324
	Iteration 84Q: 3 clusters Score -1586224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1586225.625000 Penalty: 4703.132324
	Iteration 85Q: 3 clusters Score -1586226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1586226.875000 Penalty: 4703.132324
	Iteration 86Q: 3 clusters Score -1586227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1586223.750000 Penalty: 4703.132324
	Iteration 87Q: 3 clusters Score -1586224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1586226.750000 Penalty: 4703.132324
	Iteration 88Q: 3 clusters Score -1586227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1586228.500000 Penalty: 4703.132324
	Iteration 89Q: 3 clusters Score -1586228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1586226.375000 Penalty: 4703.132324
	Iteration 90Q: 3 clusters Score -1586226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1586228.750000 Penalty: 4703.132324
	Iteration 91Q: 3 clusters Score -1586229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1586229.000000 Penalty: 4703.132324
	Iteration 92Q: 3 clusters Score -1586229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1586229.250000 Penalty: 4703.132324
	Iteration 93Q: 3 clusters Score -1586229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1586229.625000 Penalty: 4703.132324
	Iteration 94Q: 3 clusters Score -1586230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1586229.625000 Penalty: 4703.132324
	Iteration 95F: 3 clusters Score -1586230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Entering Unmasked Estep 
Score: -632616.312500 Penalty: 2105.730713
	Iteration 0F: 2 clusters Score -632616.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -628153.250000 Penalty: 4211.461426
	Iteration 0F: 3 clusters Score -628153.2 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -629157.875000 Penalty: 4211.461426
	Iteration 1F: 3 clusters Score -629157.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -629369.187500 Penalty: 4211.461426
	Iteration 2F: 3 clusters Score -629369.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -629510.312500 Penalty: 4211.461426
	Iteration 3F: 3 clusters Score -629510.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -629599.812500 Penalty: 4211.461426
	Iteration 4Q: 3 clusters Score -629599.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -629664.375000 Penalty: 4211.461426
	Iteration 5Q: 3 clusters Score -629664.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -629713.000000 Penalty: 4211.461426
	Iteration 6Q: 3 clusters Score -629713 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -629768.250000 Penalty: 4211.461426
	Iteration 7Q: 3 clusters Score -629768.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -629820.312500 Penalty: 4211.461426
	Iteration 8Q: 3 clusters Score -629820.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -629874.000000 Penalty: 4211.461426
	Iteration 9Q: 3 clusters Score -629874 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -629927.625000 Penalty: 4211.461426
	Iteration 10Q: 3 clusters Score -629927.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -629986.875000 Penalty: 4211.461426
	Iteration 11Q: 3 clusters Score -629986.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -630052.750000 Penalty: 4211.461426
	Iteration 12Q: 3 clusters Score -630052.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -630110.375000 Penalty: 4211.461426
	Iteration 13Q: 3 clusters Score -630110.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -630180.312500 Penalty: 4211.461426
	Iteration 14Q: 3 clusters Score -630180.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -630238.000000 Penalty: 4211.461426
	Iteration 15Q: 3 clusters Score -630238 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -630313.687500 Penalty: 4211.461426
	Iteration 16Q: 3 clusters Score -630313.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -630404.937500 Penalty: 4211.461426
	Iteration 17Q: 3 clusters Score -630404.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -630497.562500 Penalty: 4211.461426
	Iteration 18Q: 3 clusters Score -630497.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -630565.437500 Penalty: 4211.461426
	Iteration 19Q: 3 clusters Score -630565.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -630618.500000 Penalty: 4211.461426
	Iteration 20F: 3 clusters Score -630618.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -630663.687500 Penalty: 4211.461426
	Iteration 21Q: 3 clusters Score -630663.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -630698.812500 Penalty: 4211.461426
	Iteration 22Q: 3 clusters Score -630698.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -630715.437500 Penalty: 4211.461426
	Iteration 23Q: 3 clusters Score -630715.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -630729.937500 Penalty: 4211.461426
	Iteration 24Q: 3 clusters Score -630729.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -630737.875000 Penalty: 4211.461426
	Iteration 25Q: 3 clusters Score -630737.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -630744.312500 Penalty: 4211.461426
	Iteration 26Q: 3 clusters Score -630744.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -630748.125000 Penalty: 4211.461426
	Iteration 27Q: 3 clusters Score -630748.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -630751.750000 Penalty: 4211.461426
	Iteration 28Q: 3 clusters Score -630751.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -630754.937500 Penalty: 4211.461426
	Iteration 29Q: 3 clusters Score -630754.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -630760.625000 Penalty: 4211.461426
	Iteration 30Q: 3 clusters Score -630760.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -630765.625000 Penalty: 4211.461426
	Iteration 31Q: 3 clusters Score -630765.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -630770.062500 Penalty: 4211.461426
	Iteration 32Q: 3 clusters Score -630770.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -630772.250000 Penalty: 4211.461426
	Iteration 33Q: 3 clusters Score -630772.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -630772.250000 Penalty: 4211.461426
	Iteration 34F: 3 clusters Score -630772.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Entering Unmasked Estep 
Score: -261032.906250 Penalty: 1908.773438
	Iteration 0F: 2 clusters Score -261032.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -258268.937500 Penalty: 3817.546875
	Iteration 0F: 3 clusters Score -258268.9 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -258805.312500 Penalty: 3817.546875
	Iteration 1F: 3 clusters Score -258805.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -259013.453125 Penalty: 3817.546875
	Iteration 2F: 3 clusters Score -259013.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -259172.921875 Penalty: 3817.546875
	Iteration 3F: 3 clusters Score -259172.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -259303.812500 Penalty: 3817.546875
	Iteration 4Q: 3 clusters Score -259303.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -259416.234375 Penalty: 3817.546875
	Iteration 5Q: 3 clusters Score -259416.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -259498.312500 Penalty: 3817.546875
	Iteration 6Q: 3 clusters Score -259498.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -259554.109375 Penalty: 3817.546875
	Iteration 7Q: 3 clusters Score -259554.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -259593.203125 Penalty: 3817.546875
	Iteration 8Q: 3 clusters Score -259593.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -259614.500000 Penalty: 3817.546875
	Iteration 9Q: 3 clusters Score -259614.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -259631.531250 Penalty: 3817.546875
	Iteration 10Q: 3 clusters Score -259631.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -259648.843750 Penalty: 3817.546875
	Iteration 11Q: 3 clusters Score -259648.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -259658.125000 Penalty: 3817.546875
	Iteration 12Q: 3 clusters Score -259658.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -259672.437500 Penalty: 3817.546875
	Iteration 13Q: 3 clusters Score -259672.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -259682.468750 Penalty: 3817.546875
	Iteration 14Q: 3 clusters Score -259682.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -259693.625000 Penalty: 3817.546875
	Iteration 15Q: 3 clusters Score -259693.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -259706.359375 Penalty: 3817.546875
	Iteration 16Q: 3 clusters Score -259706.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -259723.625000 Penalty: 3817.546875
	Iteration 17Q: 3 clusters Score -259723.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -259738.203125 Penalty: 3817.546875
	Iteration 18Q: 3 clusters Score -259738.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -259749.781250 Penalty: 3817.546875
	Iteration 19Q: 3 clusters Score -259749.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -259760.656250 Penalty: 3817.546875
	Iteration 20F: 3 clusters Score -259760.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -259777.468750 Penalty: 3817.546875
	Iteration 21Q: 3 clusters Score -259777.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -259797.359375 Penalty: 3817.546875
	Iteration 22Q: 3 clusters Score -259797.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -259821.015625 Penalty: 3817.546875
	Iteration 23Q: 3 clusters Score -259821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -259838.781250 Penalty: 3817.546875
	Iteration 24Q: 3 clusters Score -259838.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -259847.375000 Penalty: 3817.546875
	Iteration 25Q: 3 clusters Score -259847.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -259856.343750 Penalty: 3817.546875
	Iteration 26Q: 3 clusters Score -259856.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -259862.734375 Penalty: 3817.546875
	Iteration 27Q: 3 clusters Score -259862.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -259867.734375 Penalty: 3817.546875
	Iteration 28Q: 3 clusters Score -259867.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -259871.750000 Penalty: 3817.546875
	Iteration 29Q: 3 clusters Score -259871.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -259874.156250 Penalty: 3817.546875
	Iteration 30Q: 3 clusters Score -259874.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -259876.328125 Penalty: 3817.546875
	Iteration 31Q: 3 clusters Score -259876.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -259877.937500 Penalty: 3817.546875
	Iteration 32Q: 3 clusters Score -259877.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -259877.937500 Penalty: 3817.546875
	Iteration 33F: 3 clusters Score -259877.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -118190.187500 Penalty: 1736.534668
	Iteration 0F: 2 clusters Score -118190.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -116503.945312 Penalty: 3473.069336
	Iteration 0F: 3 clusters Score -116503.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -117610.265625 Penalty: 3473.069336
	Iteration 1F: 3 clusters Score -117610.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -118291.664062 Penalty: 3473.069336
	Iteration 2F: 3 clusters Score -118291.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -118569.710938 Penalty: 3473.069336
	Iteration 3F: 3 clusters Score -118569.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -118739.210938 Penalty: 3473.069336
	Iteration 4Q: 3 clusters Score -118739.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -118774.226562 Penalty: 3473.069336
	Iteration 5Q: 3 clusters Score -118774.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -118809.968750 Penalty: 3473.069336
	Iteration 6Q: 3 clusters Score -118810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -118826.132812 Penalty: 3473.069336
	Iteration 7Q: 3 clusters Score -118826.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -118850.210938 Penalty: 3473.069336
	Iteration 8Q: 3 clusters Score -118850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -118852.367188 Penalty: 3473.069336
	Iteration 9Q: 3 clusters Score -118852.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -118853.921875 Penalty: 3473.069336
	Iteration 10Q: 3 clusters Score -118853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -118857.585938 Penalty: 3473.069336
	Iteration 11Q: 3 clusters Score -118857.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -118861.593750 Penalty: 3473.069336
	Iteration 12Q: 3 clusters Score -118861.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -118865.007812 Penalty: 3473.069336
	Iteration 13Q: 3 clusters Score -118865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -118868.781250 Penalty: 3473.069336
	Iteration 14Q: 3 clusters Score -118868.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -118873.375000 Penalty: 3473.069336
	Iteration 15Q: 3 clusters Score -118873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -118878.273438 Penalty: 3473.069336
	Iteration 16Q: 3 clusters Score -118878.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -118880.437500 Penalty: 3473.069336
	Iteration 17Q: 3 clusters Score -118880.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -118885.046875 Penalty: 3473.069336
	Iteration 18Q: 3 clusters Score -118885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -118893.453125 Penalty: 3473.069336
	Iteration 19Q: 3 clusters Score -118893.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -118900.757812 Penalty: 3473.069336
	Iteration 20F: 3 clusters Score -118900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -118901.851562 Penalty: 3473.069336
	Iteration 21Q: 3 clusters Score -118901.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -118903.304688 Penalty: 3473.069336
	Iteration 22Q: 3 clusters Score -118903.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -118903.304688 Penalty: 3473.069336
	Iteration 23F: 3 clusters Score -118903.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136613 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15605 members 
Mstep: Class 11 contains 10766 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33795 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13512 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2201 members 
Mstep: Class 28 contains 314 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Mstep: Class 35 contains 785 members 
Entering Unmasked Estep 
Score: -73852448.000000 Penalty: 115181.742188
Splitting cluster 28 changes total score from -73853216.000000 to -73852448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -295475.625000 Penalty: 1913.129272
	Iteration 0F: 2 clusters Score -295475.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -292740.937500 Penalty: 3826.258545
	Iteration 0F: 3 clusters Score -292740.9 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -293225.687500 Penalty: 3826.258545
	Iteration 1F: 3 clusters Score -293225.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -293360.531250 Penalty: 3826.258545
	Iteration 2F: 3 clusters Score -293360.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -293449.593750 Penalty: 3826.258545
	Iteration 3F: 3 clusters Score -293449.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -293517.781250 Penalty: 3826.258545
	Iteration 4Q: 3 clusters Score -293517.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -293567.312500 Penalty: 3826.258545
	Iteration 5Q: 3 clusters Score -293567.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -293635.031250 Penalty: 3826.258545
	Iteration 6Q: 3 clusters Score -293635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -293703.750000 Penalty: 3826.258545
	Iteration 7Q: 3 clusters Score -293703.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -293779.906250 Penalty: 3826.258545
	Iteration 8Q: 3 clusters Score -293779.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -293873.812500 Penalty: 3826.258545
	Iteration 9Q: 3 clusters Score -293873.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -293985.375000 Penalty: 3826.258545
	Iteration 10Q: 3 clusters Score -293985.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -294101.906250 Penalty: 3826.258545
	Iteration 11Q: 3 clusters Score -294101.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -294232.500000 Penalty: 3826.258545
	Iteration 12Q: 3 clusters Score -294232.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -294353.187500 Penalty: 3826.258545
	Iteration 13Q: 3 clusters Score -294353.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -294440.875000 Penalty: 3826.258545
	Iteration 14Q: 3 clusters Score -294440.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -294499.687500 Penalty: 3826.258545
	Iteration 15Q: 3 clusters Score -294499.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -294534.125000 Penalty: 3826.258545
	Iteration 16Q: 3 clusters Score -294534.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -294556.875000 Penalty: 3826.258545
	Iteration 17Q: 3 clusters Score -294556.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -294570.093750 Penalty: 3826.258545
	Iteration 18Q: 3 clusters Score -294570.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -294573.156250 Penalty: 3826.258545
	Iteration 19Q: 3 clusters Score -294573.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -294576.312500 Penalty: 3826.258545
	Iteration 20F: 3 clusters Score -294576.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -294584.625000 Penalty: 3826.258545
	Iteration 21Q: 3 clusters Score -294584.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -294591.718750 Penalty: 3826.258545
	Iteration 22Q: 3 clusters Score -294591.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -294600.875000 Penalty: 3826.258545
	Iteration 23Q: 3 clusters Score -294600.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -294618.250000 Penalty: 3826.258545
	Iteration 24Q: 3 clusters Score -294618.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -294640.468750 Penalty: 3826.258545
	Iteration 25Q: 3 clusters Score -294640.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -294650.062500 Penalty: 3826.258545
	Iteration 26Q: 3 clusters Score -294650.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -294662.593750 Penalty: 3826.258545
	Iteration 27Q: 3 clusters Score -294662.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -294678.156250 Penalty: 3826.258545
	Iteration 28Q: 3 clusters Score -294678.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -294711.562500 Penalty: 3826.258545
	Iteration 29Q: 3 clusters Score -294711.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -294749.718750 Penalty: 3826.258545
	Iteration 30Q: 3 clusters Score -294749.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -294792.968750 Penalty: 3826.258545
	Iteration 31Q: 3 clusters Score -294793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -294829.281250 Penalty: 3826.258545
	Iteration 32Q: 3 clusters Score -294829.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -294844.562500 Penalty: 3826.258545
	Iteration 33Q: 3 clusters Score -294844.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -294858.750000 Penalty: 3826.258545
	Iteration 34Q: 3 clusters Score -294858.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -294873.281250 Penalty: 3826.258545
	Iteration 35Q: 3 clusters Score -294873.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -294882.468750 Penalty: 3826.258545
	Iteration 36Q: 3 clusters Score -294882.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -294890.312500 Penalty: 3826.258545
	Iteration 37Q: 3 clusters Score -294890.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -294890.875000 Penalty: 3826.258545
	Iteration 38Q: 3 clusters Score -294890.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -294890.875000 Penalty: 3826.258545
	Iteration 39F: 3 clusters Score -294890.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -86845.742188 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -86845.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -85117.429688 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -85117.43 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -85440.976562 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -85440.98 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -85685.046875 Penalty: 3286.194580
	Iteration 2F: 3 clusters Score -85685.05 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -86178.515625 Penalty: 3286.194580
	Iteration 3F: 3 clusters Score -86178.52 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -86760.281250 Penalty: 3286.194580
	Iteration 4F: 3 clusters Score -86760.28 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -87444.609375 Penalty: 3286.194580
	Iteration 5F: 3 clusters Score -87444.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -87609.015625 Penalty: 3286.194580
	Iteration 6Q: 3 clusters Score -87609.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -87629.640625 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -87629.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -87639.507812 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -87639.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -87641.695312 Penalty: 3286.194580
	Iteration 9Q: 3 clusters Score -87641.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -87641.695312 Penalty: 3286.194580
	Iteration 10F: 3 clusters Score -87641.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136613 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15605 members 
Mstep: Class 11 contains 10766 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33795 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13512 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2201 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 251 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Mstep: Class 35 contains 503 members 
Entering Unmasked Estep 
Score: -73852256.000000 Penalty: 115181.742188
Splitting cluster 30 changes total score from -73853216.000000 to -73852256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (10312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Entering Unmasked Estep 
Score: -1307772.875000 Penalty: 2291.783691
	Iteration 0F: 2 clusters Score -1307773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1299928.375000 Penalty: 4583.567383
	Iteration 0F: 3 clusters Score -1299928 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1302187.375000 Penalty: 4583.567383
	Iteration 1F: 3 clusters Score -1302187 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1302545.625000 Penalty: 4583.567383
	Iteration 2F: 3 clusters Score -1302546 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1302822.125000 Penalty: 4583.567383
	Iteration 3F: 3 clusters Score -1302822 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1303044.250000 Penalty: 4583.567383
	Iteration 4Q: 3 clusters Score -1303044 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1303232.875000 Penalty: 4583.567383
	Iteration 5Q: 3 clusters Score -1303233 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1303409.125000 Penalty: 4583.567383
	Iteration 6Q: 3 clusters Score -1303409 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1303586.875000 Penalty: 4583.567383
	Iteration 7Q: 3 clusters Score -1303587 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1303774.250000 Penalty: 4583.567383
	Iteration 8Q: 3 clusters Score -1303774 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1303941.875000 Penalty: 4583.567383
	Iteration 9Q: 3 clusters Score -1303942 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1304080.125000 Penalty: 4583.567383
	Iteration 10Q: 3 clusters Score -1304080 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1304192.625000 Penalty: 4583.567383
	Iteration 11Q: 3 clusters Score -1304193 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1304308.375000 Penalty: 4583.567383
	Iteration 12Q: 3 clusters Score -1304308 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1304419.875000 Penalty: 4583.567383
	Iteration 13Q: 3 clusters Score -1304420 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1304515.875000 Penalty: 4583.567383
	Iteration 14Q: 3 clusters Score -1304516 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1304616.625000 Penalty: 4583.567383
	Iteration 15Q: 3 clusters Score -1304617 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1304697.500000 Penalty: 4583.567383
	Iteration 16Q: 3 clusters Score -1304698 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1304765.000000 Penalty: 4583.567383
	Iteration 17Q: 3 clusters Score -1304765 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1304824.750000 Penalty: 4583.567383
	Iteration 18Q: 3 clusters Score -1304825 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1304872.625000 Penalty: 4583.567383
	Iteration 19Q: 3 clusters Score -1304873 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1304922.375000 Penalty: 4583.567383
	Iteration 20F: 3 clusters Score -1304922 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1304957.375000 Penalty: 4583.567383
	Iteration 21Q: 3 clusters Score -1304957 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1304983.375000 Penalty: 4583.567383
	Iteration 22Q: 3 clusters Score -1304983 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1305014.625000 Penalty: 4583.567383
	Iteration 23Q: 3 clusters Score -1305015 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1305055.250000 Penalty: 4583.567383
	Iteration 24Q: 3 clusters Score -1305055 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1305081.500000 Penalty: 4583.567383
	Iteration 25Q: 3 clusters Score -1305082 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1305109.250000 Penalty: 4583.567383
	Iteration 26Q: 3 clusters Score -1305109 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1305139.250000 Penalty: 4583.567383
	Iteration 27Q: 3 clusters Score -1305139 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1305169.125000 Penalty: 4583.567383
	Iteration 28Q: 3 clusters Score -1305169 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1305202.750000 Penalty: 4583.567383
	Iteration 29Q: 3 clusters Score -1305203 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1305239.500000 Penalty: 4583.567383
	Iteration 30Q: 3 clusters Score -1305240 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1305279.875000 Penalty: 4583.567383
	Iteration 31Q: 3 clusters Score -1305280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1305311.750000 Penalty: 4583.567383
	Iteration 32Q: 3 clusters Score -1305312 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1305346.625000 Penalty: 4583.567383
	Iteration 33Q: 3 clusters Score -1305347 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1305382.375000 Penalty: 4583.567383
	Iteration 34Q: 3 clusters Score -1305382 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1305416.375000 Penalty: 4583.567383
	Iteration 35Q: 3 clusters Score -1305416 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1305440.000000 Penalty: 4583.567383
	Iteration 36Q: 3 clusters Score -1305440 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1305477.250000 Penalty: 4583.567383
	Iteration 37Q: 3 clusters Score -1305477 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1305509.250000 Penalty: 4583.567383
	Iteration 38Q: 3 clusters Score -1305509 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1305544.125000 Penalty: 4583.567383
	Iteration 39Q: 3 clusters Score -1305544 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1305577.500000 Penalty: 4583.567383
	Iteration 40F: 3 clusters Score -1305578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1305607.875000 Penalty: 4583.567383
	Iteration 41Q: 3 clusters Score -1305608 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1305627.250000 Penalty: 4583.567383
	Iteration 42Q: 3 clusters Score -1305627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1305643.750000 Penalty: 4583.567383
	Iteration 43Q: 3 clusters Score -1305644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1305665.750000 Penalty: 4583.567383
	Iteration 44Q: 3 clusters Score -1305666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1305684.250000 Penalty: 4583.567383
	Iteration 45Q: 3 clusters Score -1305684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1305698.875000 Penalty: 4583.567383
	Iteration 46Q: 3 clusters Score -1305699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1305707.000000 Penalty: 4583.567383
	Iteration 47Q: 3 clusters Score -1305707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1305716.250000 Penalty: 4583.567383
	Iteration 48Q: 3 clusters Score -1305716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1305723.375000 Penalty: 4583.567383
	Iteration 49Q: 3 clusters Score -1305723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1305727.250000 Penalty: 4583.567383
	Iteration 50Q: 3 clusters Score -1305727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1305731.875000 Penalty: 4583.567383
	Iteration 51Q: 3 clusters Score -1305732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1305735.875000 Penalty: 4583.567383
	Iteration 52Q: 3 clusters Score -1305736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1305740.500000 Penalty: 4583.567383
	Iteration 53Q: 3 clusters Score -1305740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1305746.000000 Penalty: 4583.567383
	Iteration 54Q: 3 clusters Score -1305746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1305754.875000 Penalty: 4583.567383
	Iteration 55Q: 3 clusters Score -1305755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1305760.500000 Penalty: 4583.567383
	Iteration 56Q: 3 clusters Score -1305760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1305763.500000 Penalty: 4583.567383
	Iteration 57Q: 3 clusters Score -1305764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1305766.875000 Penalty: 4583.567383
	Iteration 58Q: 3 clusters Score -1305767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1305772.875000 Penalty: 4583.567383
	Iteration 59Q: 3 clusters Score -1305773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1305777.625000 Penalty: 4583.567383
	Iteration 60F: 3 clusters Score -1305778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1305780.875000 Penalty: 4583.567383
	Iteration 61Q: 3 clusters Score -1305781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1305781.250000 Penalty: 4583.567383
	Iteration 62Q: 3 clusters Score -1305781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1305783.500000 Penalty: 4583.567383
	Iteration 63Q: 3 clusters Score -1305784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1305783.125000 Penalty: 4583.567383
	Iteration 64Q: 3 clusters Score -1305783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1305781.250000 Penalty: 4583.567383
	Iteration 65Q: 3 clusters Score -1305781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1305781.250000 Penalty: 4583.567383
	Iteration 66F: 3 clusters Score -1305781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Entering Unmasked Estep 
Score: -318724.343750 Penalty: 1936.967529
	Iteration 0F: 2 clusters Score -318724.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -315809.875000 Penalty: 3873.935059
	Iteration 0F: 3 clusters Score -315809.9 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -316398.062500 Penalty: 3873.935059
	Iteration 1F: 3 clusters Score -316398.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -316574.937500 Penalty: 3873.935059
	Iteration 2F: 3 clusters Score -316574.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -316675.906250 Penalty: 3873.935059
	Iteration 3F: 3 clusters Score -316675.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -316751.843750 Penalty: 3873.935059
	Iteration 4Q: 3 clusters Score -316751.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -316805.906250 Penalty: 3873.935059
	Iteration 5Q: 3 clusters Score -316805.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -316839.531250 Penalty: 3873.935059
	Iteration 6Q: 3 clusters Score -316839.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -316869.906250 Penalty: 3873.935059
	Iteration 7Q: 3 clusters Score -316869.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -316898.000000 Penalty: 3873.935059
	Iteration 8Q: 3 clusters Score -316898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -316925.062500 Penalty: 3873.935059
	Iteration 9Q: 3 clusters Score -316925.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -316943.062500 Penalty: 3873.935059
	Iteration 10Q: 3 clusters Score -316943.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -316958.812500 Penalty: 3873.935059
	Iteration 11Q: 3 clusters Score -316958.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -316970.375000 Penalty: 3873.935059
	Iteration 12Q: 3 clusters Score -316970.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -316983.281250 Penalty: 3873.935059
	Iteration 13Q: 3 clusters Score -316983.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -317000.000000 Penalty: 3873.935059
	Iteration 14Q: 3 clusters Score -317000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -317009.843750 Penalty: 3873.935059
	Iteration 15Q: 3 clusters Score -317009.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -317020.375000 Penalty: 3873.935059
	Iteration 16Q: 3 clusters Score -317020.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -317023.875000 Penalty: 3873.935059
	Iteration 17Q: 3 clusters Score -317023.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -317025.625000 Penalty: 3873.935059
	Iteration 18Q: 3 clusters Score -317025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -317027.062500 Penalty: 3873.935059
	Iteration 19Q: 3 clusters Score -317027.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -317030.750000 Penalty: 3873.935059
	Iteration 20F: 3 clusters Score -317030.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -317033.906250 Penalty: 3873.935059
	Iteration 21Q: 3 clusters Score -317033.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -317036.062500 Penalty: 3873.935059
	Iteration 22Q: 3 clusters Score -317036.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -317038.437500 Penalty: 3873.935059
	Iteration 23Q: 3 clusters Score -317038.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -317040.656250 Penalty: 3873.935059
	Iteration 24Q: 3 clusters Score -317040.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -317042.781250 Penalty: 3873.935059
	Iteration 25Q: 3 clusters Score -317042.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -317043.812500 Penalty: 3873.935059
	Iteration 26Q: 3 clusters Score -317043.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -317045.312500 Penalty: 3873.935059
	Iteration 27Q: 3 clusters Score -317045.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -317046.531250 Penalty: 3873.935059
	Iteration 28Q: 3 clusters Score -317046.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -317047.468750 Penalty: 3873.935059
	Iteration 29Q: 3 clusters Score -317047.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -317048.312500 Penalty: 3873.935059
	Iteration 30Q: 3 clusters Score -317048.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -317049.937500 Penalty: 3873.935059
	Iteration 31Q: 3 clusters Score -317049.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -317050.000000 Penalty: 3873.935059
	Iteration 32Q: 3 clusters Score -317050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -317050.781250 Penalty: 3873.935059
	Iteration 33Q: 3 clusters Score -317050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -317050.781250 Penalty: 3873.935059
	Iteration 34F: 3 clusters Score -317050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Entering Unmasked Estep 
Score: -1105653.750000 Penalty: 2258.613037
	Iteration 0F: 2 clusters Score -1105654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1098547.625000 Penalty: 4517.226074
	Iteration 0F: 3 clusters Score -1098548 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1100681.625000 Penalty: 4517.226074
	Iteration 1F: 3 clusters Score -1100682 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1101113.625000 Penalty: 4517.226074
	Iteration 2F: 3 clusters Score -1101114 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1101455.375000 Penalty: 4517.226074
	Iteration 3F: 3 clusters Score -1101455 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1101754.625000 Penalty: 4517.226074
	Iteration 4F: 3 clusters Score -1101755 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1102043.250000 Penalty: 4517.226074
	Iteration 5Q: 3 clusters Score -1102043 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1102300.500000 Penalty: 4517.226074
	Iteration 6Q: 3 clusters Score -1102300 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1102527.625000 Penalty: 4517.226074
	Iteration 7Q: 3 clusters Score -1102528 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1102706.625000 Penalty: 4517.226074
	Iteration 8Q: 3 clusters Score -1102707 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1102857.875000 Penalty: 4517.226074
	Iteration 9Q: 3 clusters Score -1102858 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1102994.750000 Penalty: 4517.226074
	Iteration 10Q: 3 clusters Score -1102995 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1103145.375000 Penalty: 4517.226074
	Iteration 11Q: 3 clusters Score -1103145 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1103292.375000 Penalty: 4517.226074
	Iteration 12Q: 3 clusters Score -1103292 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1103415.125000 Penalty: 4517.226074
	Iteration 13Q: 3 clusters Score -1103415 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1103500.750000 Penalty: 4517.226074
	Iteration 14Q: 3 clusters Score -1103501 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1103576.375000 Penalty: 4517.226074
	Iteration 15Q: 3 clusters Score -1103576 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1103625.000000 Penalty: 4517.226074
	Iteration 16Q: 3 clusters Score -1103625 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1103671.875000 Penalty: 4517.226074
	Iteration 17Q: 3 clusters Score -1103672 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1103704.750000 Penalty: 4517.226074
	Iteration 18Q: 3 clusters Score -1103705 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1103730.875000 Penalty: 4517.226074
	Iteration 19Q: 3 clusters Score -1103731 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1103745.250000 Penalty: 4517.226074
	Iteration 20F: 3 clusters Score -1103745 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1103758.125000 Penalty: 4517.226074
	Iteration 21Q: 3 clusters Score -1103758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1103768.250000 Penalty: 4517.226074
	Iteration 22Q: 3 clusters Score -1103768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1103777.000000 Penalty: 4517.226074
	Iteration 23Q: 3 clusters Score -1103777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1103779.875000 Penalty: 4517.226074
	Iteration 24Q: 3 clusters Score -1103780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1103785.000000 Penalty: 4517.226074
	Iteration 25Q: 3 clusters Score -1103785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1103789.000000 Penalty: 4517.226074
	Iteration 26Q: 3 clusters Score -1103789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1103794.000000 Penalty: 4517.226074
	Iteration 27Q: 3 clusters Score -1103794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1103799.875000 Penalty: 4517.226074
	Iteration 28Q: 3 clusters Score -1103800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1103802.875000 Penalty: 4517.226074
	Iteration 29Q: 3 clusters Score -1103803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1103803.125000 Penalty: 4517.226074
	Iteration 30Q: 3 clusters Score -1103803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1103809.000000 Penalty: 4517.226074
	Iteration 31Q: 3 clusters Score -1103809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1103813.000000 Penalty: 4517.226074
	Iteration 32Q: 3 clusters Score -1103813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1103815.875000 Penalty: 4517.226074
	Iteration 33Q: 3 clusters Score -1103816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1103820.625000 Penalty: 4517.226074
	Iteration 34Q: 3 clusters Score -1103821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1103820.000000 Penalty: 4517.226074
	Iteration 35Q: 3 clusters Score -1103820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1103824.750000 Penalty: 4517.226074
	Iteration 36Q: 3 clusters Score -1103825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1103824.125000 Penalty: 4517.226074
	Iteration 37Q: 3 clusters Score -1103824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1103828.375000 Penalty: 4517.226074
	Iteration 38Q: 3 clusters Score -1103828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1103828.500000 Penalty: 4517.226074
	Iteration 39Q: 3 clusters Score -1103828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1103831.250000 Penalty: 4517.226074
	Iteration 40F: 3 clusters Score -1103831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1103830.125000 Penalty: 4517.226074
	Iteration 41Q: 3 clusters Score -1103830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1103832.625000 Penalty: 4517.226074
	Iteration 42Q: 3 clusters Score -1103833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1103835.625000 Penalty: 4517.226074
	Iteration 43Q: 3 clusters Score -1103836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1103838.875000 Penalty: 4517.226074
	Iteration 44Q: 3 clusters Score -1103839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1103839.625000 Penalty: 4517.226074
	Iteration 45Q: 3 clusters Score -1103840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1103842.375000 Penalty: 4517.226074
	Iteration 46Q: 3 clusters Score -1103842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1103845.750000 Penalty: 4517.226074
	Iteration 47Q: 3 clusters Score -1103846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1103848.750000 Penalty: 4517.226074
	Iteration 48Q: 3 clusters Score -1103849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1103847.375000 Penalty: 4517.226074
	Iteration 49Q: 3 clusters Score -1103847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1103848.500000 Penalty: 4517.226074
	Iteration 50Q: 3 clusters Score -1103848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1103852.375000 Penalty: 4517.226074
	Iteration 51Q: 3 clusters Score -1103852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1103855.375000 Penalty: 4517.226074
	Iteration 52Q: 3 clusters Score -1103855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1103857.125000 Penalty: 4517.226074
	Iteration 53Q: 3 clusters Score -1103857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1103861.375000 Penalty: 4517.226074
	Iteration 54Q: 3 clusters Score -1103861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1103863.500000 Penalty: 4517.226074
	Iteration 55Q: 3 clusters Score -1103864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1103868.875000 Penalty: 4517.226074
	Iteration 56Q: 3 clusters Score -1103869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1103870.750000 Penalty: 4517.226074
	Iteration 57Q: 3 clusters Score -1103871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1103875.500000 Penalty: 4517.226074
	Iteration 58Q: 3 clusters Score -1103876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1103874.875000 Penalty: 4517.226074
	Iteration 59Q: 3 clusters Score -1103875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1103877.250000 Penalty: 4517.226074
	Iteration 60F: 3 clusters Score -1103877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1103879.125000 Penalty: 4517.226074
	Iteration 61Q: 3 clusters Score -1103879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1103883.375000 Penalty: 4517.226074
	Iteration 62Q: 3 clusters Score -1103883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1103885.625000 Penalty: 4517.226074
	Iteration 63Q: 3 clusters Score -1103886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1103885.625000 Penalty: 4517.226074
	Iteration 64Q: 3 clusters Score -1103886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1103887.125000 Penalty: 4517.226074
	Iteration 65Q: 3 clusters Score -1103887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1103889.000000 Penalty: 4517.226074
	Iteration 66Q: 3 clusters Score -1103889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1103887.125000 Penalty: 4517.226074
	Iteration 67Q: 3 clusters Score -1103887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1103891.375000 Penalty: 4517.226074
	Iteration 68Q: 3 clusters Score -1103891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1103892.875000 Penalty: 4517.226074
	Iteration 69Q: 3 clusters Score -1103893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1103896.625000 Penalty: 4517.226074
	Iteration 70Q: 3 clusters Score -1103897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1103894.625000 Penalty: 4517.226074
	Iteration 71Q: 3 clusters Score -1103895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1103895.000000 Penalty: 4517.226074
	Iteration 72Q: 3 clusters Score -1103895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1103894.750000 Penalty: 4517.226074
	Iteration 73Q: 3 clusters Score -1103895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1103896.375000 Penalty: 4517.226074
	Iteration 74Q: 3 clusters Score -1103896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1103898.875000 Penalty: 4517.226074
	Iteration 75Q: 3 clusters Score -1103899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1103899.625000 Penalty: 4517.226074
	Iteration 76Q: 3 clusters Score -1103900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1103898.625000 Penalty: 4517.226074
	Iteration 77Q: 3 clusters Score -1103899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1103900.125000 Penalty: 4517.226074
	Iteration 78Q: 3 clusters Score -1103900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1103900.625000 Penalty: 4517.226074
	Iteration 79Q: 3 clusters Score -1103901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1103899.000000 Penalty: 4517.226074
	Iteration 80F: 3 clusters Score -1103899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1103900.500000 Penalty: 4517.226074
	Iteration 81Q: 3 clusters Score -1103900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1103901.500000 Penalty: 4517.226074
	Iteration 82Q: 3 clusters Score -1103902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1103900.625000 Penalty: 4517.226074
	Iteration 83Q: 3 clusters Score -1103901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1103900.875000 Penalty: 4517.226074
	Iteration 84Q: 3 clusters Score -1103901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1103899.875000 Penalty: 4517.226074
	Iteration 85Q: 3 clusters Score -1103900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1103901.750000 Penalty: 4517.226074
	Iteration 86Q: 3 clusters Score -1103902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1103903.625000 Penalty: 4517.226074
	Iteration 87Q: 3 clusters Score -1103904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1103903.625000 Penalty: 4517.226074
	Iteration 88F: 3 clusters Score -1103904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -108455.000000 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -108455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -106669.726562 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -106669.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -107050.156250 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -107050.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -107352.851562 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -107352.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -107613.632812 Penalty: 3376.735596
	Iteration 3F: 3 clusters Score -107613.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -107850.375000 Penalty: 3376.735596
	Iteration 4F: 3 clusters Score -107850.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -108013.445312 Penalty: 3376.735596
	Iteration 5F: 3 clusters Score -108013.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -108192.796875 Penalty: 3376.735596
	Iteration 6Q: 3 clusters Score -108192.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -108460.468750 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -108460.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -108657.992188 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -108658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -108771.289062 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -108771.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -108852.859375 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -108852.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -109072.664062 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -109072.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -109308.390625 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -109308.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -109311.296875 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -109311.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -109311.296875 Penalty: 3376.735596
	Iteration 14F: 3 clusters Score -109311.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136613 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15605 members 
Mstep: Class 11 contains 10766 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33795 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13512 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2201 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 293 members 
Mstep: Class 35 contains 612 members 
Entering Unmasked Estep 
Score: -73852408.000000 Penalty: 115181.742188
Splitting cluster 34 changes total score from -73853216.000000 to -73852408.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136613 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15605 members 
Mstep: Class 11 contains 10766 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33795 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13512 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2201 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853216.000000 Penalty: 111890.835938
Iteration 119Q: 35 clusters Score -7.385322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136613 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15609 members 
Mstep: Class 11 contains 10767 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33794 members 
Mstep: Class 14 contains 2843 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6079 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13512 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2201 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853232.000000 Penalty: 111890.835938
Iteration 120F: 35 clusters Score -7.385323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136612 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15612 members 
Mstep: Class 11 contains 10768 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33793 members 
Mstep: Class 14 contains 2843 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6074 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13513 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2203 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853240.000000 Penalty: 111890.835938
Iteration 121Q: 35 clusters Score -7.385324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136615 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15613 members 
Mstep: Class 11 contains 10769 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33787 members 
Mstep: Class 14 contains 2843 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6073 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13515 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2202 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2467 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853232.000000 Penalty: 111890.835938
Iteration 122Q: 35 clusters Score -7.385323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136617 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15614 members 
Mstep: Class 11 contains 10770 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33783 members 
Mstep: Class 14 contains 2843 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6072 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13516 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2202 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2467 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853232.000000 Penalty: 111890.835938
Iteration 123Q: 35 clusters Score -7.385323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136615 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15616 members 
Mstep: Class 11 contains 10773 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33781 members 
Mstep: Class 14 contains 2843 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6070 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13517 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2202 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2467 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853224.000000 Penalty: 111890.835938
Iteration 124Q: 35 clusters Score -7.385322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136615 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15621 members 
Mstep: Class 11 contains 10777 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33776 members 
Mstep: Class 14 contains 2843 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6065 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13518 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2202 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2467 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853192.000000 Penalty: 111890.835938
Iteration 125Q: 35 clusters Score -7.385319e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136614 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15625 members 
Mstep: Class 11 contains 10785 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33766 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6061 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13520 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4869 members 
Mstep: Class 27 contains 2202 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2467 members 
Mstep: Class 33 contains 9022 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853232.000000 Penalty: 111890.835938
Iteration 126Q: 35 clusters Score -7.385323e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136613 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15630 members 
Mstep: Class 11 contains 10791 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33758 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13522 members 
Mstep: Class 22 contains 3357 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4869 members 
Mstep: Class 27 contains 2203 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2467 members 
Mstep: Class 33 contains 9022 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853248.000000 Penalty: 111890.835938
Iteration 127Q: 35 clusters Score -7.385325e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136608 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9847 members 
Mstep: Class 10 contains 15634 members 
Mstep: Class 11 contains 10798 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33755 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6051 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13523 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4869 members 
Mstep: Class 27 contains 2203 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2467 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853248.000000 Penalty: 111890.835938
Iteration 128Q: 35 clusters Score -7.385325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136603 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 10807 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33749 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6049 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13524 members 
Mstep: Class 22 contains 3360 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4869 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2466 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853240.000000 Penalty: 111890.835938
Iteration 129Q: 35 clusters Score -7.385324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136595 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 10818 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33748 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6047 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13525 members 
Mstep: Class 22 contains 3360 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4868 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9020 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853280.000000 Penalty: 111890.835938
Iteration 130Q: 35 clusters Score -7.385328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136595 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15639 members 
Mstep: Class 11 contains 10820 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33746 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6046 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13525 members 
Mstep: Class 22 contains 3360 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4868 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9020 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853320.000000 Penalty: 111890.835938
Iteration 131Q: 35 clusters Score -7.385332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136595 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10826 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33738 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13527 members 
Mstep: Class 22 contains 3360 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4868 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9020 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853344.000000 Penalty: 111890.835938
Iteration 132Q: 35 clusters Score -7.385334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136595 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10833 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33728 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13528 members 
Mstep: Class 22 contains 3360 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4869 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853320.000000 Penalty: 111890.835938
Iteration 133Q: 35 clusters Score -7.385332e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136591 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10848 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33717 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13528 members 
Mstep: Class 22 contains 3359 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853312.000000 Penalty: 111890.835938
Iteration 134Q: 35 clusters Score -7.385331e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136581 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10863 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33711 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13528 members 
Mstep: Class 22 contains 3359 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4871 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9021 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853336.000000 Penalty: 111890.835938
Iteration 135Q: 35 clusters Score -7.385334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136581 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33696 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13528 members 
Mstep: Class 22 contains 3359 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4871 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9023 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853328.000000 Penalty: 111890.835938
Iteration 136Q: 35 clusters Score -7.385333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136578 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10884 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33688 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13530 members 
Mstep: Class 22 contains 3359 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9025 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853272.000000 Penalty: 111890.835938
Iteration 137Q: 35 clusters Score -7.385327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136577 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10890 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33680 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13532 members 
Mstep: Class 22 contains 3359 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4869 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9027 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853288.000000 Penalty: 111890.835938
Iteration 138Q: 35 clusters Score -7.385329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136574 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10899 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33668 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13536 members 
Mstep: Class 22 contains 3359 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9028 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853344.000000 Penalty: 111890.835938
Iteration 139Q: 35 clusters Score -7.385334e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136575 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10907 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33654 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13538 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4873 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9029 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853360.000000 Penalty: 111890.835938
Iteration 140F: 35 clusters Score -7.385336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136577 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10908 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33647 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13541 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4874 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9029 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853344.000000 Penalty: 111890.835938
Iteration 141Q: 35 clusters Score -7.385334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136574 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10915 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33637 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4878 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9030 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853352.000000 Penalty: 111890.835938
Iteration 142Q: 35 clusters Score -7.385335e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136567 members 
Mstep: Class 4 contains 5523 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10924 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33629 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4881 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9034 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853344.000000 Penalty: 111890.835938
Iteration 143Q: 35 clusters Score -7.385334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136565 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9846 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10929 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33622 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4883 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9037 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853352.000000 Penalty: 111890.835938
Iteration 144Q: 35 clusters Score -7.385335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136565 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10934 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33612 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4886 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9041 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853368.000000 Penalty: 111890.835938
Iteration 145Q: 35 clusters Score -7.385337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136564 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10938 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33609 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4887 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9040 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853368.000000 Penalty: 111890.835938
Iteration 146Q: 35 clusters Score -7.385337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136562 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10944 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33605 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4887 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9040 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853376.000000 Penalty: 111890.835938
Iteration 147Q: 35 clusters Score -7.385338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136562 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10950 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33600 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4886 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9040 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853360.000000 Penalty: 111890.835938
Iteration 148Q: 35 clusters Score -7.385336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136562 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33596 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4886 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9039 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853352.000000 Penalty: 111890.835938
Iteration 149Q: 35 clusters Score -7.385335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136562 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10960 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33590 members 
Mstep: Class 14 contains 2843 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4888 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9039 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853368.000000 Penalty: 111890.835938
Iteration 150Q: 35 clusters Score -7.385337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136561 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10963 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33587 members 
Mstep: Class 14 contains 2842 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4890 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9039 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853376.000000 Penalty: 111890.835938
Iteration 151Q: 35 clusters Score -7.385338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136561 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10967 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33582 members 
Mstep: Class 14 contains 2841 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4892 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9039 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853376.000000 Penalty: 111890.835938
Iteration 152Q: 35 clusters Score -7.385338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136562 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10968 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33577 members 
Mstep: Class 14 contains 2841 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4894 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9040 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853376.000000 Penalty: 111890.835938
Iteration 153Q: 35 clusters Score -7.385338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136563 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10969 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33574 members 
Mstep: Class 14 contains 2841 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4895 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9040 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853376.000000 Penalty: 111890.835938
Iteration 154Q: 35 clusters Score -7.385338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136563 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10972 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33571 members 
Mstep: Class 14 contains 2841 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4895 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9040 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853352.000000 Penalty: 111890.835938
Iteration 155Q: 35 clusters Score -7.385335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136562 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10974 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33570 members 
Mstep: Class 14 contains 2841 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4895 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9040 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853352.000000 Penalty: 111890.835938
Iteration 156Q: 35 clusters Score -7.385335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 136562 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10974 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33570 members 
Mstep: Class 14 contains 2841 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4895 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9040 members 
Mstep: Class 34 contains 905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73853352.000000 Penalty: 111890.835938
Iteration 157F: 35 clusters Score -7.385335e+07 nChanged 0
Entering ConstructFrom: 
Score: -73853352.000000 Penalty: 111890.835938
Entering ConstructFrom: 
Trying to split cluster 1 (21443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Entering Unmasked Estep 
Score: -2774878.750000 Penalty: 2473.342041
	Iteration 0F: 2 clusters Score -2774879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2759822.500000 Penalty: 4946.684082
	Iteration 0F: 3 clusters Score -2759822 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2764885.500000 Penalty: 4946.684082
	Iteration 1F: 3 clusters Score -2764886 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2765269.750000 Penalty: 4946.684082
	Iteration 2F: 3 clusters Score -2765270 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2765630.750000 Penalty: 4946.684082
	Iteration 3Q: 3 clusters Score -2765631 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2766019.500000 Penalty: 4946.684082
	Iteration 4Q: 3 clusters Score -2766020 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2766486.000000 Penalty: 4946.684082
	Iteration 5Q: 3 clusters Score -2766486 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2767067.750000 Penalty: 4946.684082
	Iteration 6F: 3 clusters Score -2767068 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2767736.000000 Penalty: 4946.684082
	Iteration 7F: 3 clusters Score -2767736 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2768367.750000 Penalty: 4946.684082
	Iteration 8F: 3 clusters Score -2768368 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2768893.250000 Penalty: 4946.684082
	Iteration 9Q: 3 clusters Score -2768893 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2769380.500000 Penalty: 4946.684082
	Iteration 10Q: 3 clusters Score -2769380 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2769807.250000 Penalty: 4946.684082
	Iteration 11Q: 3 clusters Score -2769807 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2770168.500000 Penalty: 4946.684082
	Iteration 12Q: 3 clusters Score -2770168 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2770477.750000 Penalty: 4946.684082
	Iteration 13Q: 3 clusters Score -2770478 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2770711.000000 Penalty: 4946.684082
	Iteration 14Q: 3 clusters Score -2770711 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2770940.250000 Penalty: 4946.684082
	Iteration 15Q: 3 clusters Score -2770940 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2771161.500000 Penalty: 4946.684082
	Iteration 16Q: 3 clusters Score -2771162 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2771401.500000 Penalty: 4946.684082
	Iteration 17Q: 3 clusters Score -2771402 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2771696.250000 Penalty: 4946.684082
	Iteration 18Q: 3 clusters Score -2771696 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2772035.750000 Penalty: 4946.684082
	Iteration 19Q: 3 clusters Score -2772036 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2772374.500000 Penalty: 4946.684082
	Iteration 20F: 3 clusters Score -2772374 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2772776.250000 Penalty: 4946.684082
	Iteration 21Q: 3 clusters Score -2772776 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2773241.250000 Penalty: 4946.684082
	Iteration 22Q: 3 clusters Score -2773241 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2773708.500000 Penalty: 4946.684082
	Iteration 23Q: 3 clusters Score -2773708 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2774026.500000 Penalty: 4946.684082
	Iteration 24Q: 3 clusters Score -2774026 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2774165.500000 Penalty: 4946.684082
	Iteration 25Q: 3 clusters Score -2774166 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2774211.750000 Penalty: 4946.684082
	Iteration 26Q: 3 clusters Score -2774212 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2774242.500000 Penalty: 4946.684082
	Iteration 27Q: 3 clusters Score -2774242 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2774266.500000 Penalty: 4946.684082
	Iteration 28Q: 3 clusters Score -2774266 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2774277.750000 Penalty: 4946.684082
	Iteration 29Q: 3 clusters Score -2774278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2774289.500000 Penalty: 4946.684082
	Iteration 30Q: 3 clusters Score -2774290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2774296.750000 Penalty: 4946.684082
	Iteration 31Q: 3 clusters Score -2774297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2774304.250000 Penalty: 4946.684082
	Iteration 32Q: 3 clusters Score -2774304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2774314.750000 Penalty: 4946.684082
	Iteration 33Q: 3 clusters Score -2774315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2774318.250000 Penalty: 4946.684082
	Iteration 34Q: 3 clusters Score -2774318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2774315.750000 Penalty: 4946.684082
	Iteration 35Q: 3 clusters Score -2774316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2774331.500000 Penalty: 4946.684082
	Iteration 36Q: 3 clusters Score -2774332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2774339.000000 Penalty: 4946.684082
	Iteration 37Q: 3 clusters Score -2774339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2774348.000000 Penalty: 4946.684082
	Iteration 38Q: 3 clusters Score -2774348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2774356.750000 Penalty: 4946.684082
	Iteration 39Q: 3 clusters Score -2774357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2774362.000000 Penalty: 4946.684082
	Iteration 40F: 3 clusters Score -2774362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2774362.250000 Penalty: 4946.684082
	Iteration 41Q: 3 clusters Score -2774362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2774356.250000 Penalty: 4946.684082
	Iteration 42Q: 3 clusters Score -2774356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2774356.000000 Penalty: 4946.684082
	Iteration 43Q: 3 clusters Score -2774356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2774362.500000 Penalty: 4946.684082
	Iteration 44Q: 3 clusters Score -2774362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2774362.500000 Penalty: 4946.684082
	Iteration 45Q: 3 clusters Score -2774362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2774369.750000 Penalty: 4946.684082
	Iteration 46Q: 3 clusters Score -2774370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2774368.750000 Penalty: 4946.684082
	Iteration 47Q: 3 clusters Score -2774369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2774374.500000 Penalty: 4946.684082
	Iteration 48Q: 3 clusters Score -2774374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2774371.000000 Penalty: 4946.684082
	Iteration 49Q: 3 clusters Score -2774371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2774377.500000 Penalty: 4946.684082
	Iteration 50Q: 3 clusters Score -2774378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2774380.750000 Penalty: 4946.684082
	Iteration 51Q: 3 clusters Score -2774381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2774382.500000 Penalty: 4946.684082
	Iteration 52Q: 3 clusters Score -2774382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2774382.750000 Penalty: 4946.684082
	Iteration 53Q: 3 clusters Score -2774383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2774383.000000 Penalty: 4946.684082
	Iteration 54Q: 3 clusters Score -2774383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2774381.500000 Penalty: 4946.684082
	Iteration 55Q: 3 clusters Score -2774382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2774380.500000 Penalty: 4946.684082
	Iteration 56Q: 3 clusters Score -2774380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2774385.000000 Penalty: 4946.684082
	Iteration 57Q: 3 clusters Score -2774385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2774387.500000 Penalty: 4946.684082
	Iteration 58Q: 3 clusters Score -2774388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2774387.750000 Penalty: 4946.684082
	Iteration 59Q: 3 clusters Score -2774388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2774390.500000 Penalty: 4946.684082
	Iteration 60F: 3 clusters Score -2774390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2774393.500000 Penalty: 4946.684082
	Iteration 61Q: 3 clusters Score -2774394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2774393.250000 Penalty: 4946.684082
	Iteration 62Q: 3 clusters Score -2774393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2774393.000000 Penalty: 4946.684082
	Iteration 63Q: 3 clusters Score -2774393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2774393.000000 Penalty: 4946.684082
	Iteration 64F: 3 clusters Score -2774393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Entering Unmasked Estep 
Score: -3591897.250000 Penalty: 2530.021973
	Iteration 0F: 2 clusters Score -3591897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3573264.500000 Penalty: 5060.043945
	Iteration 0F: 3 clusters Score -3573264 nChanged 12088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3579903.000000 Penalty: 5060.043945
	Iteration 1F: 3 clusters Score -3579903 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3580669.000000 Penalty: 5060.043945
	Iteration 2F: 3 clusters Score -3580669 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3581834.500000 Penalty: 5060.043945
	Iteration 3F: 3 clusters Score -3581834 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -3583518.000000 Penalty: 5060.043945
	Iteration 4F: 3 clusters Score -3583518 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3585513.500000 Penalty: 5060.043945
	Iteration 5F: 3 clusters Score -3585514 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3587076.500000 Penalty: 5060.043945
	Iteration 6F: 3 clusters Score -3587076 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -3588010.000000 Penalty: 5060.043945
	Iteration 7F: 3 clusters Score -3588010 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -3588458.000000 Penalty: 5060.043945
	Iteration 8Q: 3 clusters Score -3588458 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3588663.500000 Penalty: 5060.043945
	Iteration 9Q: 3 clusters Score -3588664 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3588762.750000 Penalty: 5060.043945
	Iteration 10Q: 3 clusters Score -3588763 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -3588826.000000 Penalty: 5060.043945
	Iteration 11Q: 3 clusters Score -3588826 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -3588872.250000 Penalty: 5060.043945
	Iteration 12Q: 3 clusters Score -3588872 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -3588892.750000 Penalty: 5060.043945
	Iteration 13Q: 3 clusters Score -3588893 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -3588913.750000 Penalty: 5060.043945
	Iteration 14Q: 3 clusters Score -3588914 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3588915.250000 Penalty: 5060.043945
	Iteration 15Q: 3 clusters Score -3588915 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3588916.000000 Penalty: 5060.043945
	Iteration 16Q: 3 clusters Score -3588916 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -3588947.750000 Penalty: 5060.043945
	Iteration 17Q: 3 clusters Score -3588948 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -3588966.750000 Penalty: 5060.043945
	Iteration 18Q: 3 clusters Score -3588967 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3588987.500000 Penalty: 5060.043945
	Iteration 19Q: 3 clusters Score -3588988 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -3588988.250000 Penalty: 5060.043945
	Iteration 20F: 3 clusters Score -3588988 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -3589007.750000 Penalty: 5060.043945
	Iteration 21Q: 3 clusters Score -3589008 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3589014.500000 Penalty: 5060.043945
	Iteration 22Q: 3 clusters Score -3589014 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3589030.000000 Penalty: 5060.043945
	Iteration 23Q: 3 clusters Score -3589030 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -3589035.500000 Penalty: 5060.043945
	Iteration 24Q: 3 clusters Score -3589036 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -3589045.250000 Penalty: 5060.043945
	Iteration 25Q: 3 clusters Score -3589045 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3589051.000000 Penalty: 5060.043945
	Iteration 26Q: 3 clusters Score -3589051 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -3589069.750000 Penalty: 5060.043945
	Iteration 27Q: 3 clusters Score -3589070 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3589074.250000 Penalty: 5060.043945
	Iteration 28Q: 3 clusters Score -3589074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -3589072.250000 Penalty: 5060.043945
	Iteration 29Q: 3 clusters Score -3589072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3589078.750000 Penalty: 5060.043945
	Iteration 30Q: 3 clusters Score -3589079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -3589083.750000 Penalty: 5060.043945
	Iteration 31Q: 3 clusters Score -3589084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -3589082.500000 Penalty: 5060.043945
	Iteration 32Q: 3 clusters Score -3589082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -3589098.000000 Penalty: 5060.043945
	Iteration 33Q: 3 clusters Score -3589098 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -3589104.500000 Penalty: 5060.043945
	Iteration 34Q: 3 clusters Score -3589104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -3589117.000000 Penalty: 5060.043945
	Iteration 35Q: 3 clusters Score -3589117 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -3589121.750000 Penalty: 5060.043945
	Iteration 36Q: 3 clusters Score -3589122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3589108.250000 Penalty: 5060.043945
	Iteration 37Q: 3 clusters Score -3589108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -3589127.500000 Penalty: 5060.043945
	Iteration 38Q: 3 clusters Score -3589128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -3589120.750000 Penalty: 5060.043945
	Iteration 39Q: 3 clusters Score -3589121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -3589125.750000 Penalty: 5060.043945
	Iteration 40F: 3 clusters Score -3589126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -3589129.750000 Penalty: 5060.043945
	Iteration 41Q: 3 clusters Score -3589130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3589137.250000 Penalty: 5060.043945
	Iteration 42Q: 3 clusters Score -3589137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3589127.500000 Penalty: 5060.043945
	Iteration 43Q: 3 clusters Score -3589128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3589127.250000 Penalty: 5060.043945
	Iteration 44Q: 3 clusters Score -3589127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -3589124.000000 Penalty: 5060.043945
	Iteration 45Q: 3 clusters Score -3589124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -3589127.500000 Penalty: 5060.043945
	Iteration 46Q: 3 clusters Score -3589128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -3589130.250000 Penalty: 5060.043945
	Iteration 47Q: 3 clusters Score -3589130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3589136.250000 Penalty: 5060.043945
	Iteration 48Q: 3 clusters Score -3589136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -3589142.000000 Penalty: 5060.043945
	Iteration 49Q: 3 clusters Score -3589142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3589144.750000 Penalty: 5060.043945
	Iteration 50Q: 3 clusters Score -3589145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -3589142.250000 Penalty: 5060.043945
	Iteration 51Q: 3 clusters Score -3589142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -3589156.250000 Penalty: 5060.043945
	Iteration 52Q: 3 clusters Score -3589156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -3589166.500000 Penalty: 5060.043945
	Iteration 53Q: 3 clusters Score -3589166 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3589168.000000 Penalty: 5060.043945
	Iteration 54Q: 3 clusters Score -3589168 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -3589167.250000 Penalty: 5060.043945
	Iteration 55Q: 3 clusters Score -3589167 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -3589176.000000 Penalty: 5060.043945
	Iteration 56Q: 3 clusters Score -3589176 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -3589179.500000 Penalty: 5060.043945
	Iteration 57Q: 3 clusters Score -3589180 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -3589179.250000 Penalty: 5060.043945
	Iteration 58Q: 3 clusters Score -3589179 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3589207.250000 Penalty: 5060.043945
	Iteration 59Q: 3 clusters Score -3589207 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3589225.500000 Penalty: 5060.043945
	Iteration 60F: 3 clusters Score -3589226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -3589232.750000 Penalty: 5060.043945
	Iteration 61Q: 3 clusters Score -3589233 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -3589232.250000 Penalty: 5060.043945
	Iteration 62Q: 3 clusters Score -3589232 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -3589237.000000 Penalty: 5060.043945
	Iteration 63Q: 3 clusters Score -3589237 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -3589250.250000 Penalty: 5060.043945
	Iteration 64Q: 3 clusters Score -3589250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3589269.000000 Penalty: 5060.043945
	Iteration 65Q: 3 clusters Score -3589269 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3589285.250000 Penalty: 5060.043945
	Iteration 66Q: 3 clusters Score -3589285 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -3589291.500000 Penalty: 5060.043945
	Iteration 67Q: 3 clusters Score -3589292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -3589290.250000 Penalty: 5060.043945
	Iteration 68Q: 3 clusters Score -3589290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3589305.750000 Penalty: 5060.043945
	Iteration 69Q: 3 clusters Score -3589306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -3589299.750000 Penalty: 5060.043945
	Iteration 70Q: 3 clusters Score -3589300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3589311.750000 Penalty: 5060.043945
	Iteration 71Q: 3 clusters Score -3589312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -3589318.000000 Penalty: 5060.043945
	Iteration 72Q: 3 clusters Score -3589318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3589327.750000 Penalty: 5060.043945
	Iteration 73Q: 3 clusters Score -3589328 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3589345.500000 Penalty: 5060.043945
	Iteration 74Q: 3 clusters Score -3589346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3589344.750000 Penalty: 5060.043945
	Iteration 75Q: 3 clusters Score -3589345 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -3589356.250000 Penalty: 5060.043945
	Iteration 76Q: 3 clusters Score -3589356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3589366.000000 Penalty: 5060.043945
	Iteration 77Q: 3 clusters Score -3589366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3589380.750000 Penalty: 5060.043945
	Iteration 78Q: 3 clusters Score -3589381 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3589389.250000 Penalty: 5060.043945
	Iteration 79Q: 3 clusters Score -3589389 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3589394.250000 Penalty: 5060.043945
	Iteration 80F: 3 clusters Score -3589394 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3589406.000000 Penalty: 5060.043945
	Iteration 81Q: 3 clusters Score -3589406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3589410.750000 Penalty: 5060.043945
	Iteration 82Q: 3 clusters Score -3589411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3589414.250000 Penalty: 5060.043945
	Iteration 83Q: 3 clusters Score -3589414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3589439.500000 Penalty: 5060.043945
	Iteration 84Q: 3 clusters Score -3589440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3589444.500000 Penalty: 5060.043945
	Iteration 85Q: 3 clusters Score -3589444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3589437.500000 Penalty: 5060.043945
	Iteration 86Q: 3 clusters Score -3589438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3589441.250000 Penalty: 5060.043945
	Iteration 87Q: 3 clusters Score -3589441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3589444.500000 Penalty: 5060.043945
	Iteration 88Q: 3 clusters Score -3589444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -3589451.000000 Penalty: 5060.043945
	Iteration 89Q: 3 clusters Score -3589451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3589458.500000 Penalty: 5060.043945
	Iteration 90Q: 3 clusters Score -3589458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3589467.750000 Penalty: 5060.043945
	Iteration 91Q: 3 clusters Score -3589468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3589474.500000 Penalty: 5060.043945
	Iteration 92Q: 3 clusters Score -3589474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3589474.000000 Penalty: 5060.043945
	Iteration 93Q: 3 clusters Score -3589474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3589486.500000 Penalty: 5060.043945
	Iteration 94Q: 3 clusters Score -3589486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3589495.500000 Penalty: 5060.043945
	Iteration 95Q: 3 clusters Score -3589496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3589494.750000 Penalty: 5060.043945
	Iteration 96Q: 3 clusters Score -3589495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3589497.500000 Penalty: 5060.043945
	Iteration 97Q: 3 clusters Score -3589498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3589505.000000 Penalty: 5060.043945
	Iteration 98Q: 3 clusters Score -3589505 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3589512.750000 Penalty: 5060.043945
	Iteration 99Q: 3 clusters Score -3589513 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3589521.250000 Penalty: 5060.043945
	Iteration 100F: 3 clusters Score -3589521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3589533.000000 Penalty: 5060.043945
	Iteration 101Q: 3 clusters Score -3589533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3589532.000000 Penalty: 5060.043945
	Iteration 102Q: 3 clusters Score -3589532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3589532.500000 Penalty: 5060.043945
	Iteration 103Q: 3 clusters Score -3589532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3589546.500000 Penalty: 5060.043945
	Iteration 104Q: 3 clusters Score -3589546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3589547.000000 Penalty: 5060.043945
	Iteration 105Q: 3 clusters Score -3589547 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3589561.750000 Penalty: 5060.043945
	Iteration 106Q: 3 clusters Score -3589562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3589566.750000 Penalty: 5060.043945
	Iteration 107Q: 3 clusters Score -3589567 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3589572.750000 Penalty: 5060.043945
	Iteration 108Q: 3 clusters Score -3589573 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3589591.250000 Penalty: 5060.043945
	Iteration 109Q: 3 clusters Score -3589591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3589600.250000 Penalty: 5060.043945
	Iteration 110Q: 3 clusters Score -3589600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3589614.500000 Penalty: 5060.043945
	Iteration 111Q: 3 clusters Score -3589614 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3589635.500000 Penalty: 5060.043945
	Iteration 112Q: 3 clusters Score -3589636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3589646.500000 Penalty: 5060.043945
	Iteration 113Q: 3 clusters Score -3589646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3589653.250000 Penalty: 5060.043945
	Iteration 114Q: 3 clusters Score -3589653 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3589661.250000 Penalty: 5060.043945
	Iteration 115Q: 3 clusters Score -3589661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3589678.500000 Penalty: 5060.043945
	Iteration 116Q: 3 clusters Score -3589678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3589696.750000 Penalty: 5060.043945
	Iteration 117Q: 3 clusters Score -3589697 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3589703.750000 Penalty: 5060.043945
	Iteration 118Q: 3 clusters Score -3589704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3589720.250000 Penalty: 5060.043945
	Iteration 119Q: 3 clusters Score -3589720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3589729.250000 Penalty: 5060.043945
	Iteration 120F: 3 clusters Score -3589729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3589744.750000 Penalty: 5060.043945
	Iteration 121Q: 3 clusters Score -3589745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3589766.750000 Penalty: 5060.043945
	Iteration 122Q: 3 clusters Score -3589767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3589768.500000 Penalty: 5060.043945
	Iteration 123Q: 3 clusters Score -3589768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3589776.500000 Penalty: 5060.043945
	Iteration 124Q: 3 clusters Score -3589776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3589787.750000 Penalty: 5060.043945
	Iteration 125Q: 3 clusters Score -3589788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3589794.250000 Penalty: 5060.043945
	Iteration 126Q: 3 clusters Score -3589794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3589804.500000 Penalty: 5060.043945
	Iteration 127Q: 3 clusters Score -3589804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3589810.250000 Penalty: 5060.043945
	Iteration 128Q: 3 clusters Score -3589810 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3589830.250000 Penalty: 5060.043945
	Iteration 129Q: 3 clusters Score -3589830 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3589843.750000 Penalty: 5060.043945
	Iteration 130Q: 3 clusters Score -3589844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3589852.250000 Penalty: 5060.043945
	Iteration 131Q: 3 clusters Score -3589852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3589862.250000 Penalty: 5060.043945
	Iteration 132Q: 3 clusters Score -3589862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3589870.000000 Penalty: 5060.043945
	Iteration 133Q: 3 clusters Score -3589870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3589882.750000 Penalty: 5060.043945
	Iteration 134Q: 3 clusters Score -3589883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3589903.000000 Penalty: 5060.043945
	Iteration 135Q: 3 clusters Score -3589903 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3589920.000000 Penalty: 5060.043945
	Iteration 136Q: 3 clusters Score -3589920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3589928.500000 Penalty: 5060.043945
	Iteration 137Q: 3 clusters Score -3589928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3589938.250000 Penalty: 5060.043945
	Iteration 138Q: 3 clusters Score -3589938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3589942.750000 Penalty: 5060.043945
	Iteration 139Q: 3 clusters Score -3589943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3589943.250000 Penalty: 5060.043945
	Iteration 140F: 3 clusters Score -3589943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3589943.250000 Penalty: 5060.043945
	Iteration 141Q: 3 clusters Score -3589943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3589953.000000 Penalty: 5060.043945
	Iteration 142Q: 3 clusters Score -3589953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3589951.000000 Penalty: 5060.043945
	Iteration 143Q: 3 clusters Score -3589951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3589959.000000 Penalty: 5060.043945
	Iteration 144Q: 3 clusters Score -3589959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3589961.500000 Penalty: 5060.043945
	Iteration 145Q: 3 clusters Score -3589962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3589961.750000 Penalty: 5060.043945
	Iteration 146Q: 3 clusters Score -3589962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3589965.500000 Penalty: 5060.043945
	Iteration 147Q: 3 clusters Score -3589966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3589963.000000 Penalty: 5060.043945
	Iteration 148Q: 3 clusters Score -3589963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3589959.500000 Penalty: 5060.043945
	Iteration 149Q: 3 clusters Score -3589960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3589960.750000 Penalty: 5060.043945
	Iteration 150Q: 3 clusters Score -3589961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3589963.250000 Penalty: 5060.043945
	Iteration 151Q: 3 clusters Score -3589963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3589963.250000 Penalty: 5060.043945
	Iteration 152F: 3 clusters Score -3589963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (136562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136562 members 
Entering Unmasked Estep 
Score: -17870656.000000 Penalty: 2932.484619
	Iteration 0F: 2 clusters Score -1.787066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -17779560.000000 Penalty: 5864.969238
	Iteration 0F: 3 clusters Score -1.777956e+07 nChanged 65113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68889 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -17816858.000000 Penalty: 5864.969238
	Iteration 1F: 3 clusters Score -1.781686e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69582 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -17817656.000000 Penalty: 5864.969238
	Iteration 2Q: 3 clusters Score -1.781766e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70696 members 
Mstep: Class 2 contains 65866 members 
Entering Unmasked Estep 
Score: -17818700.000000 Penalty: 5864.969238
	Iteration 3Q: 3 clusters Score -1.78187e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -17820750.000000 Penalty: 5864.969238
	Iteration 4Q: 3 clusters Score -1.782075e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74896 members 
Mstep: Class 2 contains 61666 members 
Entering Unmasked Estep 
Score: -17824062.000000 Penalty: 5864.969238
	Iteration 5Q: 3 clusters Score -1.782406e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78318 members 
Mstep: Class 2 contains 58244 members 
Entering Unmasked Estep 
Score: -17828996.000000 Penalty: 5864.969238
	Iteration 6F: 3 clusters Score -1.7829e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82296 members 
Mstep: Class 2 contains 54266 members 
Entering Unmasked Estep 
Score: -17835228.000000 Penalty: 5864.969238
	Iteration 7F: 3 clusters Score -1.783523e+07 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86310 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -17841092.000000 Penalty: 5864.969238
	Iteration 8F: 3 clusters Score -1.784109e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -17845356.000000 Penalty: 5864.969238
	Iteration 9F: 3 clusters Score -1.784536e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93134 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -17848990.000000 Penalty: 5864.969238
	Iteration 10Q: 3 clusters Score -1.784899e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96243 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -17852452.000000 Penalty: 5864.969238
	Iteration 11Q: 3 clusters Score -1.785245e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99060 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -17856950.000000 Penalty: 5864.969238
	Iteration 12Q: 3 clusters Score -1.785695e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101311 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -17862726.000000 Penalty: 5864.969238
	Iteration 13Q: 3 clusters Score -1.786273e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102478 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -17867798.000000 Penalty: 5864.969238
	Iteration 14Q: 3 clusters Score -1.78678e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102750 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -17870084.000000 Penalty: 5864.969238
	Iteration 15Q: 3 clusters Score -1.787008e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102653 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -17871050.000000 Penalty: 5864.969238
	Iteration 16Q: 3 clusters Score -1.787105e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102492 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -17871664.000000 Penalty: 5864.969238
	Iteration 17Q: 3 clusters Score -1.787166e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102219 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -17872218.000000 Penalty: 5864.969238
	Iteration 18Q: 3 clusters Score -1.787222e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101867 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -17872632.000000 Penalty: 5864.969238
	Iteration 19Q: 3 clusters Score -1.787263e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101455 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -17873096.000000 Penalty: 5864.969238
	Iteration 20F: 3 clusters Score -1.78731e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101022 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -17873332.000000 Penalty: 5864.969238
	Iteration 21Q: 3 clusters Score -1.787333e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100547 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -17873566.000000 Penalty: 5864.969238
	Iteration 22Q: 3 clusters Score -1.787357e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100111 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -17873710.000000 Penalty: 5864.969238
	Iteration 23Q: 3 clusters Score -1.787371e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99654 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -17873880.000000 Penalty: 5864.969238
	Iteration 24Q: 3 clusters Score -1.787388e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99181 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -17873982.000000 Penalty: 5864.969238
	Iteration 25Q: 3 clusters Score -1.787398e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98756 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -17874042.000000 Penalty: 5864.969238
	Iteration 26Q: 3 clusters Score -1.787404e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98366 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -17874140.000000 Penalty: 5864.969238
	Iteration 27Q: 3 clusters Score -1.787414e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98048 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -17874228.000000 Penalty: 5864.969238
	Iteration 28Q: 3 clusters Score -1.787423e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97773 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -17874270.000000 Penalty: 5864.969238
	Iteration 29Q: 3 clusters Score -1.787427e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97538 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -17874316.000000 Penalty: 5864.969238
	Iteration 30Q: 3 clusters Score -1.787432e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97358 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -17874298.000000 Penalty: 5864.969238
	Iteration 31Q: 3 clusters Score -1.78743e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97205 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -17874334.000000 Penalty: 5864.969238
	Iteration 32Q: 3 clusters Score -1.787433e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97102 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -17874352.000000 Penalty: 5864.969238
	Iteration 33Q: 3 clusters Score -1.787435e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97005 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -17874420.000000 Penalty: 5864.969238
	Iteration 34Q: 3 clusters Score -1.787442e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96929 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -17874382.000000 Penalty: 5864.969238
	Iteration 35Q: 3 clusters Score -1.787438e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96864 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -17874404.000000 Penalty: 5864.969238
	Iteration 36Q: 3 clusters Score -1.78744e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96821 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -17874380.000000 Penalty: 5864.969238
	Iteration 37Q: 3 clusters Score -1.787438e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96776 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -17874408.000000 Penalty: 5864.969238
	Iteration 38Q: 3 clusters Score -1.787441e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -17874394.000000 Penalty: 5864.969238
	Iteration 39Q: 3 clusters Score -1.787439e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96708 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -17874414.000000 Penalty: 5864.969238
	Iteration 40F: 3 clusters Score -1.787441e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96679 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -17874420.000000 Penalty: 5864.969238
	Iteration 41Q: 3 clusters Score -1.787442e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96648 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -17874414.000000 Penalty: 5864.969238
	Iteration 42Q: 3 clusters Score -1.787441e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96621 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -17874440.000000 Penalty: 5864.969238
	Iteration 43Q: 3 clusters Score -1.787444e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96599 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -17874424.000000 Penalty: 5864.969238
	Iteration 44Q: 3 clusters Score -1.787442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96581 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -17874424.000000 Penalty: 5864.969238
	Iteration 45Q: 3 clusters Score -1.787442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96570 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -17874430.000000 Penalty: 5864.969238
	Iteration 46Q: 3 clusters Score -1.787443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96553 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -17874422.000000 Penalty: 5864.969238
	Iteration 47Q: 3 clusters Score -1.787442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96539 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -17874420.000000 Penalty: 5864.969238
	Iteration 48Q: 3 clusters Score -1.787442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96522 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -17874420.000000 Penalty: 5864.969238
	Iteration 49Q: 3 clusters Score -1.787442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -17874414.000000 Penalty: 5864.969238
	Iteration 50Q: 3 clusters Score -1.787441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96494 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -17874410.000000 Penalty: 5864.969238
	Iteration 51Q: 3 clusters Score -1.787441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96478 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -17874404.000000 Penalty: 5864.969238
	Iteration 52Q: 3 clusters Score -1.78744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96464 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -17874402.000000 Penalty: 5864.969238
	Iteration 53Q: 3 clusters Score -1.78744e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96453 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -17874388.000000 Penalty: 5864.969238
	Iteration 54Q: 3 clusters Score -1.787439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96442 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -17874386.000000 Penalty: 5864.969238
	Iteration 55Q: 3 clusters Score -1.787439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96433 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -17874404.000000 Penalty: 5864.969238
	Iteration 56Q: 3 clusters Score -1.78744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96423 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -17874402.000000 Penalty: 5864.969238
	Iteration 57Q: 3 clusters Score -1.78744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -17874404.000000 Penalty: 5864.969238
	Iteration 58Q: 3 clusters Score -1.78744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96405 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -17874398.000000 Penalty: 5864.969238
	Iteration 59Q: 3 clusters Score -1.78744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96399 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -17874392.000000 Penalty: 5864.969238
	Iteration 60F: 3 clusters Score -1.787439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96395 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -17874402.000000 Penalty: 5864.969238
	Iteration 61Q: 3 clusters Score -1.78744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96391 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -17874414.000000 Penalty: 5864.969238
	Iteration 62Q: 3 clusters Score -1.787441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -17874398.000000 Penalty: 5864.969238
	Iteration 63Q: 3 clusters Score -1.78744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96381 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -17874402.000000 Penalty: 5864.969238
	Iteration 64Q: 3 clusters Score -1.78744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96379 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -17874404.000000 Penalty: 5864.969238
	Iteration 65Q: 3 clusters Score -1.78744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96377 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -17874406.000000 Penalty: 5864.969238
	Iteration 66Q: 3 clusters Score -1.787441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96377 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -17874406.000000 Penalty: 5864.969238
	Iteration 67F: 3 clusters Score -1.787441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 96377 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10974 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33570 members 
Mstep: Class 14 contains 2841 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4895 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9040 members 
Mstep: Class 34 contains 905 members 
Mstep: Class 35 contains 40185 members 
Entering Unmasked Estep 
Score: -73856640.000000 Penalty: 115181.742188
Splitting cluster 3 changes total score from -73853352.000000 to -73856640.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 4 (5521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Entering Unmasked Estep 
Score: -723708.687500 Penalty: 2136.845947
	Iteration 0F: 2 clusters Score -723708.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -718902.250000 Penalty: 4273.691895
	Iteration 0F: 3 clusters Score -718902.2 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -720090.312500 Penalty: 4273.691895
	Iteration 1F: 3 clusters Score -720090.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -720319.250000 Penalty: 4273.691895
	Iteration 2F: 3 clusters Score -720319.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -720552.375000 Penalty: 4273.691895
	Iteration 3F: 3 clusters Score -720552.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -720827.625000 Penalty: 4273.691895
	Iteration 4Q: 3 clusters Score -720827.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -721128.937500 Penalty: 4273.691895
	Iteration 5F: 3 clusters Score -721128.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -721405.562500 Penalty: 4273.691895
	Iteration 6F: 3 clusters Score -721405.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -721695.000000 Penalty: 4273.691895
	Iteration 7F: 3 clusters Score -721695 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -721983.187500 Penalty: 4273.691895
	Iteration 8F: 3 clusters Score -721983.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -722229.812500 Penalty: 4273.691895
	Iteration 9Q: 3 clusters Score -722229.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -722456.750000 Penalty: 4273.691895
	Iteration 10Q: 3 clusters Score -722456.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -722625.625000 Penalty: 4273.691895
	Iteration 11Q: 3 clusters Score -722625.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -722731.875000 Penalty: 4273.691895
	Iteration 12Q: 3 clusters Score -722731.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -722778.937500 Penalty: 4273.691895
	Iteration 13Q: 3 clusters Score -722778.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -722805.062500 Penalty: 4273.691895
	Iteration 14Q: 3 clusters Score -722805.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -722824.375000 Penalty: 4273.691895
	Iteration 15Q: 3 clusters Score -722824.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -722835.312500 Penalty: 4273.691895
	Iteration 16Q: 3 clusters Score -722835.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -722840.000000 Penalty: 4273.691895
	Iteration 17Q: 3 clusters Score -722840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -722844.875000 Penalty: 4273.691895
	Iteration 18Q: 3 clusters Score -722844.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -722847.312500 Penalty: 4273.691895
	Iteration 19Q: 3 clusters Score -722847.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -722849.375000 Penalty: 4273.691895
	Iteration 20F: 3 clusters Score -722849.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -722853.250000 Penalty: 4273.691895
	Iteration 21Q: 3 clusters Score -722853.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -722855.875000 Penalty: 4273.691895
	Iteration 22Q: 3 clusters Score -722855.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -722858.125000 Penalty: 4273.691895
	Iteration 23Q: 3 clusters Score -722858.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -722860.000000 Penalty: 4273.691895
	Iteration 24Q: 3 clusters Score -722860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -722859.750000 Penalty: 4273.691895
	Iteration 25Q: 3 clusters Score -722859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -722859.562500 Penalty: 4273.691895
	Iteration 26Q: 3 clusters Score -722859.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -722859.812500 Penalty: 4273.691895
	Iteration 27Q: 3 clusters Score -722859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -722861.562500 Penalty: 4273.691895
	Iteration 28Q: 3 clusters Score -722861.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -722861.625000 Penalty: 4273.691895
	Iteration 29Q: 3 clusters Score -722861.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -722861.625000 Penalty: 4273.691895
	Iteration 30F: 3 clusters Score -722861.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Entering Unmasked Estep 
Score: -2884105.000000 Penalty: 2483.871094
	Iteration 0F: 2 clusters Score -2884105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2868570.750000 Penalty: 4967.742188
	Iteration 0F: 3 clusters Score -2868571 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2873915.750000 Penalty: 4967.742188
	Iteration 1F: 3 clusters Score -2873916 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2874611.250000 Penalty: 4967.742188
	Iteration 2F: 3 clusters Score -2874611 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2875443.750000 Penalty: 4967.742188
	Iteration 3F: 3 clusters Score -2875444 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2876561.750000 Penalty: 4967.742188
	Iteration 4F: 3 clusters Score -2876562 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2877963.000000 Penalty: 4967.742188
	Iteration 5F: 3 clusters Score -2877963 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2879353.500000 Penalty: 4967.742188
	Iteration 6F: 3 clusters Score -2879354 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2880587.250000 Penalty: 4967.742188
	Iteration 7F: 3 clusters Score -2880587 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2881543.500000 Penalty: 4967.742188
	Iteration 8Q: 3 clusters Score -2881544 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2882174.250000 Penalty: 4967.742188
	Iteration 9Q: 3 clusters Score -2882174 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2882615.750000 Penalty: 4967.742188
	Iteration 10Q: 3 clusters Score -2882616 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2882919.250000 Penalty: 4967.742188
	Iteration 11Q: 3 clusters Score -2882919 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2883119.000000 Penalty: 4967.742188
	Iteration 12Q: 3 clusters Score -2883119 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2883226.000000 Penalty: 4967.742188
	Iteration 13Q: 3 clusters Score -2883226 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2883279.000000 Penalty: 4967.742188
	Iteration 14Q: 3 clusters Score -2883279 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2883313.750000 Penalty: 4967.742188
	Iteration 15Q: 3 clusters Score -2883314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2883333.750000 Penalty: 4967.742188
	Iteration 16Q: 3 clusters Score -2883334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2883345.000000 Penalty: 4967.742188
	Iteration 17Q: 3 clusters Score -2883345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2883350.500000 Penalty: 4967.742188
	Iteration 18Q: 3 clusters Score -2883350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2883350.250000 Penalty: 4967.742188
	Iteration 19Q: 3 clusters Score -2883350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2883352.000000 Penalty: 4967.742188
	Iteration 20F: 3 clusters Score -2883352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2883354.500000 Penalty: 4967.742188
	Iteration 21Q: 3 clusters Score -2883354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2883349.750000 Penalty: 4967.742188
	Iteration 22Q: 3 clusters Score -2883350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2883354.000000 Penalty: 4967.742188
	Iteration 23Q: 3 clusters Score -2883354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2883356.000000 Penalty: 4967.742188
	Iteration 24Q: 3 clusters Score -2883356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2883353.750000 Penalty: 4967.742188
	Iteration 25Q: 3 clusters Score -2883354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2883353.750000 Penalty: 4967.742188
	Iteration 26F: 3 clusters Score -2883354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (125754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125754 members 
Entering Unmasked Estep 
Score: -16570741.000000 Penalty: 2912.036377
	Iteration 0F: 2 clusters Score -1.657074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 62720 members 
Entering Unmasked Estep 
Score: -16486622.000000 Penalty: 5824.072754
	Iteration 0F: 3 clusters Score -1.648662e+07 nChanged 59725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -16520907.000000 Penalty: 5824.072754
	Iteration 1F: 3 clusters Score -1.652091e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 62012 members 
Entering Unmasked Estep 
Score: -16521914.000000 Penalty: 5824.072754
	Iteration 2Q: 3 clusters Score -1.652191e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64101 members 
Mstep: Class 2 contains 61653 members 
Entering Unmasked Estep 
Score: -16523020.000000 Penalty: 5824.072754
	Iteration 3Q: 3 clusters Score -1.652302e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 61227 members 
Entering Unmasked Estep 
Score: -16524291.000000 Penalty: 5824.072754
	Iteration 4Q: 3 clusters Score -1.652429e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65222 members 
Mstep: Class 2 contains 60532 members 
Entering Unmasked Estep 
Score: -16526049.000000 Penalty: 5824.072754
	Iteration 5Q: 3 clusters Score -1.652605e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66382 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -16528209.000000 Penalty: 5824.072754
	Iteration 6Q: 3 clusters Score -1.652821e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68019 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -16530812.000000 Penalty: 5824.072754
	Iteration 7Q: 3 clusters Score -1.653081e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70220 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -16533546.000000 Penalty: 5824.072754
	Iteration 8Q: 3 clusters Score -1.653355e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72871 members 
Mstep: Class 2 contains 52883 members 
Entering Unmasked Estep 
Score: -16537031.000000 Penalty: 5824.072754
	Iteration 9F: 3 clusters Score -1.653703e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75840 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -16540553.000000 Penalty: 5824.072754
	Iteration 10F: 3 clusters Score -1.654055e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78778 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -16544258.000000 Penalty: 5824.072754
	Iteration 11Q: 3 clusters Score -1.654426e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -16547244.000000 Penalty: 5824.072754
	Iteration 12Q: 3 clusters Score -1.654724e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83443 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -16549413.000000 Penalty: 5824.072754
	Iteration 13Q: 3 clusters Score -1.654941e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85356 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -16550726.000000 Penalty: 5824.072754
	Iteration 14Q: 3 clusters Score -1.655073e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87190 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -16551685.000000 Penalty: 5824.072754
	Iteration 15Q: 3 clusters Score -1.655168e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89013 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -16552343.000000 Penalty: 5824.072754
	Iteration 16Q: 3 clusters Score -1.655234e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90877 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -16552855.000000 Penalty: 5824.072754
	Iteration 17Q: 3 clusters Score -1.655286e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92814 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -16553508.000000 Penalty: 5824.072754
	Iteration 18Q: 3 clusters Score -1.655351e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94832 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -16554118.000000 Penalty: 5824.072754
	Iteration 19Q: 3 clusters Score -1.655412e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96941 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -16554933.000000 Penalty: 5824.072754
	Iteration 20F: 3 clusters Score -1.655493e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99138 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -16555800.000000 Penalty: 5824.072754
	Iteration 21Q: 3 clusters Score -1.65558e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101409 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -16556778.000000 Penalty: 5824.072754
	Iteration 22Q: 3 clusters Score -1.655678e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103703 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -16557998.000000 Penalty: 5824.072754
	Iteration 23Q: 3 clusters Score -1.6558e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105916 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -16559143.000000 Penalty: 5824.072754
	Iteration 24Q: 3 clusters Score -1.655914e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107961 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -16560290.000000 Penalty: 5824.072754
	Iteration 25Q: 3 clusters Score -1.656029e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109809 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -16561289.000000 Penalty: 5824.072754
	Iteration 26Q: 3 clusters Score -1.656129e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111421 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -16562157.000000 Penalty: 5824.072754
	Iteration 27Q: 3 clusters Score -1.656216e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112843 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -16562890.000000 Penalty: 5824.072754
	Iteration 28Q: 3 clusters Score -1.656289e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114044 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -16563574.000000 Penalty: 5824.072754
	Iteration 29Q: 3 clusters Score -1.656357e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115117 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -16564035.000000 Penalty: 5824.072754
	Iteration 30Q: 3 clusters Score -1.656404e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116058 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -16564446.000000 Penalty: 5824.072754
	Iteration 31Q: 3 clusters Score -1.656445e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116916 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -16564850.000000 Penalty: 5824.072754
	Iteration 32Q: 3 clusters Score -1.656485e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117671 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -16565154.000000 Penalty: 5824.072754
	Iteration 33Q: 3 clusters Score -1.656515e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118371 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -16565515.000000 Penalty: 5824.072754
	Iteration 34Q: 3 clusters Score -1.656552e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118996 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -16565847.000000 Penalty: 5824.072754
	Iteration 35Q: 3 clusters Score -1.656585e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119537 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -16565989.000000 Penalty: 5824.072754
	Iteration 36Q: 3 clusters Score -1.656599e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120056 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -16566198.000000 Penalty: 5824.072754
	Iteration 37Q: 3 clusters Score -1.65662e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120519 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -16566408.000000 Penalty: 5824.072754
	Iteration 38Q: 3 clusters Score -1.656641e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120931 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -16566543.000000 Penalty: 5824.072754
	Iteration 39Q: 3 clusters Score -1.656654e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121276 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -16566666.000000 Penalty: 5824.072754
	Iteration 40F: 3 clusters Score -1.656667e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121585 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -16566786.000000 Penalty: 5824.072754
	Iteration 41Q: 3 clusters Score -1.656679e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121898 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -16566890.000000 Penalty: 5824.072754
	Iteration 42Q: 3 clusters Score -1.656689e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122183 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -16567012.000000 Penalty: 5824.072754
	Iteration 43Q: 3 clusters Score -1.656701e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122451 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -16567115.000000 Penalty: 5824.072754
	Iteration 44Q: 3 clusters Score -1.656712e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122694 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -16567229.000000 Penalty: 5824.072754
	Iteration 45Q: 3 clusters Score -1.656723e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122900 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -16567274.000000 Penalty: 5824.072754
	Iteration 46Q: 3 clusters Score -1.656727e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123095 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -16567354.000000 Penalty: 5824.072754
	Iteration 47Q: 3 clusters Score -1.656735e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123262 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -16567424.000000 Penalty: 5824.072754
	Iteration 48Q: 3 clusters Score -1.656742e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123415 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -16567480.000000 Penalty: 5824.072754
	Iteration 49Q: 3 clusters Score -1.656748e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123559 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -16567533.000000 Penalty: 5824.072754
	Iteration 50Q: 3 clusters Score -1.656753e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123704 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -16567587.000000 Penalty: 5824.072754
	Iteration 51Q: 3 clusters Score -1.656759e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123828 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -16567658.000000 Penalty: 5824.072754
	Iteration 52Q: 3 clusters Score -1.656766e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123940 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -16567718.000000 Penalty: 5824.072754
	Iteration 53Q: 3 clusters Score -1.656772e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124049 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -16567776.000000 Penalty: 5824.072754
	Iteration 54Q: 3 clusters Score -1.656778e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124156 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -16567843.000000 Penalty: 5824.072754
	Iteration 55Q: 3 clusters Score -1.656784e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124257 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -16567887.000000 Penalty: 5824.072754
	Iteration 56Q: 3 clusters Score -1.656789e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124347 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -16567942.000000 Penalty: 5824.072754
	Iteration 57Q: 3 clusters Score -1.656794e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124419 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -16567969.000000 Penalty: 5824.072754
	Iteration 58Q: 3 clusters Score -1.656797e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124481 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -16567990.000000 Penalty: 5824.072754
	Iteration 59Q: 3 clusters Score -1.656799e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124538 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -16568012.000000 Penalty: 5824.072754
	Iteration 60F: 3 clusters Score -1.656801e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124586 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -16568028.000000 Penalty: 5824.072754
	Iteration 61Q: 3 clusters Score -1.656803e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124635 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -16568043.000000 Penalty: 5824.072754
	Iteration 62Q: 3 clusters Score -1.656804e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124678 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -16568087.000000 Penalty: 5824.072754
	Iteration 63Q: 3 clusters Score -1.656809e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124715 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -16568113.000000 Penalty: 5824.072754
	Iteration 64Q: 3 clusters Score -1.656811e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124747 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -16568106.000000 Penalty: 5824.072754
	Iteration 65Q: 3 clusters Score -1.656811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124766 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -16568129.000000 Penalty: 5824.072754
	Iteration 66Q: 3 clusters Score -1.656813e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124776 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -16568141.000000 Penalty: 5824.072754
	Iteration 67Q: 3 clusters Score -1.656814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124788 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -16568130.000000 Penalty: 5824.072754
	Iteration 68Q: 3 clusters Score -1.656813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124801 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -16568141.000000 Penalty: 5824.072754
	Iteration 69Q: 3 clusters Score -1.656814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124815 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -16568172.000000 Penalty: 5824.072754
	Iteration 70Q: 3 clusters Score -1.656817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124825 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -16568181.000000 Penalty: 5824.072754
	Iteration 71Q: 3 clusters Score -1.656818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124834 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -16568183.000000 Penalty: 5824.072754
	Iteration 72Q: 3 clusters Score -1.656818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124837 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -16568183.000000 Penalty: 5824.072754
	Iteration 73Q: 3 clusters Score -1.656818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124848 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -16568196.000000 Penalty: 5824.072754
	Iteration 74Q: 3 clusters Score -1.65682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124858 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -16568192.000000 Penalty: 5824.072754
	Iteration 75Q: 3 clusters Score -1.656819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124867 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -16568178.000000 Penalty: 5824.072754
	Iteration 76Q: 3 clusters Score -1.656818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124876 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -16568180.000000 Penalty: 5824.072754
	Iteration 77Q: 3 clusters Score -1.656818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124883 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -16568189.000000 Penalty: 5824.072754
	Iteration 78Q: 3 clusters Score -1.656819e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124893 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -16568192.000000 Penalty: 5824.072754
	Iteration 79Q: 3 clusters Score -1.656819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124903 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -16568192.000000 Penalty: 5824.072754
	Iteration 80F: 3 clusters Score -1.656819e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124921 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -16568223.000000 Penalty: 5824.072754
	Iteration 81Q: 3 clusters Score -1.656822e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124936 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -16568237.000000 Penalty: 5824.072754
	Iteration 82Q: 3 clusters Score -1.656824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124946 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -16568240.000000 Penalty: 5824.072754
	Iteration 83Q: 3 clusters Score -1.656824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124953 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -16568258.000000 Penalty: 5824.072754
	Iteration 84Q: 3 clusters Score -1.656826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124958 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -16568246.000000 Penalty: 5824.072754
	Iteration 85Q: 3 clusters Score -1.656825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124960 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -16568246.000000 Penalty: 5824.072754
	Iteration 86Q: 3 clusters Score -1.656825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124963 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -16568243.000000 Penalty: 5824.072754
	Iteration 87Q: 3 clusters Score -1.656824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124968 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -16568246.000000 Penalty: 5824.072754
	Iteration 88Q: 3 clusters Score -1.656825e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124975 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -16568239.000000 Penalty: 5824.072754
	Iteration 89Q: 3 clusters Score -1.656824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124979 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -16568246.000000 Penalty: 5824.072754
	Iteration 90Q: 3 clusters Score -1.656825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124981 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -16568246.000000 Penalty: 5824.072754
	Iteration 91Q: 3 clusters Score -1.656825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124983 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -16568244.000000 Penalty: 5824.072754
	Iteration 92Q: 3 clusters Score -1.656824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124986 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -16568248.000000 Penalty: 5824.072754
	Iteration 93Q: 3 clusters Score -1.656825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124987 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -16568251.000000 Penalty: 5824.072754
	Iteration 94Q: 3 clusters Score -1.656825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124988 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -16568248.000000 Penalty: 5824.072754
	Iteration 95Q: 3 clusters Score -1.656825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124988 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -16568248.000000 Penalty: 5824.072754
	Iteration 96F: 3 clusters Score -1.656825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -121100.585938 Penalty: 1721.175171
	Iteration 0F: 2 clusters Score -121100.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -119328.421875 Penalty: 3442.350342
	Iteration 0F: 3 clusters Score -119328.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -120057.593750 Penalty: 3442.350342
	Iteration 1F: 3 clusters Score -120057.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -120470.843750 Penalty: 3442.350342
	Iteration 2F: 3 clusters Score -120470.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -120985.546875 Penalty: 3442.350342
	Iteration 3F: 3 clusters Score -120985.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -121347.820312 Penalty: 3442.350342
	Iteration 4F: 3 clusters Score -121347.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -121589.890625 Penalty: 3442.350342
	Iteration 5F: 3 clusters Score -121589.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -121748.734375 Penalty: 3442.350342
	Iteration 6Q: 3 clusters Score -121748.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -121859.015625 Penalty: 3442.350342
	Iteration 7Q: 3 clusters Score -121859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -121921.937500 Penalty: 3442.350342
	Iteration 8Q: 3 clusters Score -121921.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -121948.257812 Penalty: 3442.350342
	Iteration 9Q: 3 clusters Score -121948.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -121962.945312 Penalty: 3442.350342
	Iteration 10Q: 3 clusters Score -121962.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -121967.101562 Penalty: 3442.350342
	Iteration 11Q: 3 clusters Score -121967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -121969.734375 Penalty: 3442.350342
	Iteration 12Q: 3 clusters Score -121969.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -121975.492188 Penalty: 3442.350342
	Iteration 13Q: 3 clusters Score -121975.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -121981.046875 Penalty: 3442.350342
	Iteration 14Q: 3 clusters Score -121981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -121983.132812 Penalty: 3442.350342
	Iteration 15Q: 3 clusters Score -121983.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -121984.382812 Penalty: 3442.350342
	Iteration 16Q: 3 clusters Score -121984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -121986.289062 Penalty: 3442.350342
	Iteration 17Q: 3 clusters Score -121986.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -121987.507812 Penalty: 3442.350342
	Iteration 18Q: 3 clusters Score -121987.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -121987.507812 Penalty: 3442.350342
	Iteration 19F: 3 clusters Score -121987.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 96377 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10974 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33570 members 
Mstep: Class 14 contains 2841 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 614 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4895 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9040 members 
Mstep: Class 34 contains 905 members 
Mstep: Class 35 contains 40185 members 
Mstep: Class 36 contains 393 members 
Entering Unmasked Estep 
Score: -73855816.000000 Penalty: 118472.648438
Splitting cluster 7 changes total score from -73853352.000000 to -73855816.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 8 (36638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Entering Unmasked Estep 
Score: -4840405.000000 Penalty: 2606.192627
	Iteration 0F: 2 clusters Score -4840405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4815596.000000 Penalty: 5212.385254
	Iteration 0F: 3 clusters Score -4815596 nChanged 16600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -4824548.500000 Penalty: 5212.385254
	Iteration 1F: 3 clusters Score -4824548 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -4825004.500000 Penalty: 5212.385254
	Iteration 2Q: 3 clusters Score -4825004 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -4825413.000000 Penalty: 5212.385254
	Iteration 3Q: 3 clusters Score -4825413 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -4825850.000000 Penalty: 5212.385254
	Iteration 4Q: 3 clusters Score -4825850 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -4826320.500000 Penalty: 5212.385254
	Iteration 5Q: 3 clusters Score -4826320 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -4826949.000000 Penalty: 5212.385254
	Iteration 6Q: 3 clusters Score -4826949 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -4827722.500000 Penalty: 5212.385254
	Iteration 7Q: 3 clusters Score -4827722 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -4828639.500000 Penalty: 5212.385254
	Iteration 8F: 3 clusters Score -4828640 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -4829671.500000 Penalty: 5212.385254
	Iteration 9F: 3 clusters Score -4829672 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -4830751.500000 Penalty: 5212.385254
	Iteration 10F: 3 clusters Score -4830752 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -4831652.500000 Penalty: 5212.385254
	Iteration 11F: 3 clusters Score -4831652 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -4832471.500000 Penalty: 5212.385254
	Iteration 12Q: 3 clusters Score -4832472 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -4833144.500000 Penalty: 5212.385254
	Iteration 13Q: 3 clusters Score -4833144 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -4833842.500000 Penalty: 5212.385254
	Iteration 14Q: 3 clusters Score -4833842 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -4834525.500000 Penalty: 5212.385254
	Iteration 15Q: 3 clusters Score -4834526 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -4835111.000000 Penalty: 5212.385254
	Iteration 16Q: 3 clusters Score -4835111 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -4835693.000000 Penalty: 5212.385254
	Iteration 17Q: 3 clusters Score -4835693 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -4836313.500000 Penalty: 5212.385254
	Iteration 18Q: 3 clusters Score -4836314 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -4836814.500000 Penalty: 5212.385254
	Iteration 19Q: 3 clusters Score -4836814 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -4837261.000000 Penalty: 5212.385254
	Iteration 20F: 3 clusters Score -4837261 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -4837601.000000 Penalty: 5212.385254
	Iteration 21Q: 3 clusters Score -4837601 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -4837799.500000 Penalty: 5212.385254
	Iteration 22Q: 3 clusters Score -4837800 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -4837947.000000 Penalty: 5212.385254
	Iteration 23Q: 3 clusters Score -4837947 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -4838041.000000 Penalty: 5212.385254
	Iteration 24Q: 3 clusters Score -4838041 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -4838095.000000 Penalty: 5212.385254
	Iteration 25Q: 3 clusters Score -4838095 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4838171.000000 Penalty: 5212.385254
	Iteration 26Q: 3 clusters Score -4838171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -4838208.000000 Penalty: 5212.385254
	Iteration 27Q: 3 clusters Score -4838208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -4838211.500000 Penalty: 5212.385254
	Iteration 28Q: 3 clusters Score -4838212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -4838221.000000 Penalty: 5212.385254
	Iteration 29Q: 3 clusters Score -4838221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -4838231.000000 Penalty: 5212.385254
	Iteration 30Q: 3 clusters Score -4838231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -4838230.500000 Penalty: 5212.385254
	Iteration 31Q: 3 clusters Score -4838230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -4838238.000000 Penalty: 5212.385254
	Iteration 32Q: 3 clusters Score -4838238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -4838240.500000 Penalty: 5212.385254
	Iteration 33Q: 3 clusters Score -4838240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -4838243.000000 Penalty: 5212.385254
	Iteration 34Q: 3 clusters Score -4838243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -4838237.500000 Penalty: 5212.385254
	Iteration 35Q: 3 clusters Score -4838238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -4838249.500000 Penalty: 5212.385254
	Iteration 36Q: 3 clusters Score -4838250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -4838246.000000 Penalty: 5212.385254
	Iteration 37Q: 3 clusters Score -4838246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -4838246.000000 Penalty: 5212.385254
	Iteration 38F: 3 clusters Score -4838246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Entering Unmasked Estep 
Score: -1202311.750000 Penalty: 2280.290283
	Iteration 0F: 2 clusters Score -1202312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1194805.375000 Penalty: 4560.580566
	Iteration 0F: 3 clusters Score -1194805 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1197378.625000 Penalty: 4560.580566
	Iteration 1F: 3 clusters Score -1197379 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1198058.500000 Penalty: 4560.580566
	Iteration 2F: 3 clusters Score -1198058 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1198656.250000 Penalty: 4560.580566
	Iteration 3F: 3 clusters Score -1198656 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1199126.250000 Penalty: 4560.580566
	Iteration 4F: 3 clusters Score -1199126 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1199536.625000 Penalty: 4560.580566
	Iteration 5F: 3 clusters Score -1199537 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1199949.125000 Penalty: 4560.580566
	Iteration 6F: 3 clusters Score -1199949 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1200357.000000 Penalty: 4560.580566
	Iteration 7F: 3 clusters Score -1200357 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1200743.375000 Penalty: 4560.580566
	Iteration 8Q: 3 clusters Score -1200743 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1201072.000000 Penalty: 4560.580566
	Iteration 9Q: 3 clusters Score -1201072 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1201292.875000 Penalty: 4560.580566
	Iteration 10Q: 3 clusters Score -1201293 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1201456.875000 Penalty: 4560.580566
	Iteration 11Q: 3 clusters Score -1201457 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1201593.375000 Penalty: 4560.580566
	Iteration 12Q: 3 clusters Score -1201593 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1201703.000000 Penalty: 4560.580566
	Iteration 13Q: 3 clusters Score -1201703 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1201801.375000 Penalty: 4560.580566
	Iteration 14Q: 3 clusters Score -1201801 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1201898.625000 Penalty: 4560.580566
	Iteration 15Q: 3 clusters Score -1201899 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1201974.000000 Penalty: 4560.580566
	Iteration 16Q: 3 clusters Score -1201974 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1202037.750000 Penalty: 4560.580566
	Iteration 17Q: 3 clusters Score -1202038 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1202068.125000 Penalty: 4560.580566
	Iteration 18Q: 3 clusters Score -1202068 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1202104.250000 Penalty: 4560.580566
	Iteration 19Q: 3 clusters Score -1202104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1202118.875000 Penalty: 4560.580566
	Iteration 20F: 3 clusters Score -1202119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1202127.750000 Penalty: 4560.580566
	Iteration 21Q: 3 clusters Score -1202128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1202140.750000 Penalty: 4560.580566
	Iteration 22Q: 3 clusters Score -1202141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1202158.750000 Penalty: 4560.580566
	Iteration 23Q: 3 clusters Score -1202159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1202171.500000 Penalty: 4560.580566
	Iteration 24Q: 3 clusters Score -1202172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1202184.625000 Penalty: 4560.580566
	Iteration 25Q: 3 clusters Score -1202185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1202195.000000 Penalty: 4560.580566
	Iteration 26Q: 3 clusters Score -1202195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1202202.500000 Penalty: 4560.580566
	Iteration 27Q: 3 clusters Score -1202202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1202211.750000 Penalty: 4560.580566
	Iteration 28Q: 3 clusters Score -1202212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1202220.625000 Penalty: 4560.580566
	Iteration 29Q: 3 clusters Score -1202221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1202229.750000 Penalty: 4560.580566
	Iteration 30Q: 3 clusters Score -1202230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1202231.875000 Penalty: 4560.580566
	Iteration 31Q: 3 clusters Score -1202232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1202245.375000 Penalty: 4560.580566
	Iteration 32Q: 3 clusters Score -1202245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1202256.000000 Penalty: 4560.580566
	Iteration 33Q: 3 clusters Score -1202256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1202262.500000 Penalty: 4560.580566
	Iteration 34Q: 3 clusters Score -1202262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1202267.375000 Penalty: 4560.580566
	Iteration 35Q: 3 clusters Score -1202267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1202268.625000 Penalty: 4560.580566
	Iteration 36Q: 3 clusters Score -1202269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1202268.625000 Penalty: 4560.580566
	Iteration 37F: 3 clusters Score -1202269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Entering Unmasked Estep 
Score: -2035289.125000 Penalty: 2395.081543
	Iteration 0F: 2 clusters Score -2035289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2024087.250000 Penalty: 4790.163086
	Iteration 0F: 3 clusters Score -2024087 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2027694.375000 Penalty: 4790.163086
	Iteration 1F: 3 clusters Score -2027694 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2028156.875000 Penalty: 4790.163086
	Iteration 2F: 3 clusters Score -2028157 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2028609.750000 Penalty: 4790.163086
	Iteration 3F: 3 clusters Score -2028610 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2029019.875000 Penalty: 4790.163086
	Iteration 4F: 3 clusters Score -2029020 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2029445.375000 Penalty: 4790.163086
	Iteration 5F: 3 clusters Score -2029445 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2029920.375000 Penalty: 4790.163086
	Iteration 6F: 3 clusters Score -2029920 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2030453.250000 Penalty: 4790.163086
	Iteration 7F: 3 clusters Score -2030453 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2030964.125000 Penalty: 4790.163086
	Iteration 8Q: 3 clusters Score -2030964 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2031442.750000 Penalty: 4790.163086
	Iteration 9Q: 3 clusters Score -2031443 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2031902.625000 Penalty: 4790.163086
	Iteration 10Q: 3 clusters Score -2031903 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2032313.500000 Penalty: 4790.163086
	Iteration 11Q: 3 clusters Score -2032314 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2032606.625000 Penalty: 4790.163086
	Iteration 12Q: 3 clusters Score -2032607 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2032838.875000 Penalty: 4790.163086
	Iteration 13Q: 3 clusters Score -2032839 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2033047.250000 Penalty: 4790.163086
	Iteration 14Q: 3 clusters Score -2033047 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2033186.750000 Penalty: 4790.163086
	Iteration 15Q: 3 clusters Score -2033187 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2033282.250000 Penalty: 4790.163086
	Iteration 16Q: 3 clusters Score -2033282 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2033343.375000 Penalty: 4790.163086
	Iteration 17Q: 3 clusters Score -2033343 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2033367.375000 Penalty: 4790.163086
	Iteration 18Q: 3 clusters Score -2033367 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2033387.625000 Penalty: 4790.163086
	Iteration 19Q: 3 clusters Score -2033388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2033402.625000 Penalty: 4790.163086
	Iteration 20F: 3 clusters Score -2033403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2033415.125000 Penalty: 4790.163086
	Iteration 21Q: 3 clusters Score -2033415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2033425.500000 Penalty: 4790.163086
	Iteration 22Q: 3 clusters Score -2033426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2033431.375000 Penalty: 4790.163086
	Iteration 23Q: 3 clusters Score -2033431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2033434.250000 Penalty: 4790.163086
	Iteration 24Q: 3 clusters Score -2033434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2033438.250000 Penalty: 4790.163086
	Iteration 25Q: 3 clusters Score -2033438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2033440.625000 Penalty: 4790.163086
	Iteration 26Q: 3 clusters Score -2033441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2033441.750000 Penalty: 4790.163086
	Iteration 27Q: 3 clusters Score -2033442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2033442.250000 Penalty: 4790.163086
	Iteration 28Q: 3 clusters Score -2033442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2033441.750000 Penalty: 4790.163086
	Iteration 29Q: 3 clusters Score -2033442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2033442.000000 Penalty: 4790.163086
	Iteration 30Q: 3 clusters Score -2033442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2033442.000000 Penalty: 4790.163086
	Iteration 31F: 3 clusters Score -2033442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Entering Unmasked Estep 
Score: -1455066.750000 Penalty: 2307.214355
	Iteration 0F: 2 clusters Score -1455067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1446785.250000 Penalty: 4614.428711
	Iteration 0F: 3 clusters Score -1446785 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1449182.500000 Penalty: 4614.428711
	Iteration 1F: 3 clusters Score -1449182 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1449469.375000 Penalty: 4614.428711
	Iteration 2F: 3 clusters Score -1449469 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1449679.000000 Penalty: 4614.428711
	Iteration 3Q: 3 clusters Score -1449679 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1449834.625000 Penalty: 4614.428711
	Iteration 4Q: 3 clusters Score -1449835 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1449963.625000 Penalty: 4614.428711
	Iteration 5Q: 3 clusters Score -1449964 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1450087.500000 Penalty: 4614.428711
	Iteration 6Q: 3 clusters Score -1450088 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1450207.875000 Penalty: 4614.428711
	Iteration 7Q: 3 clusters Score -1450208 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1450316.250000 Penalty: 4614.428711
	Iteration 8Q: 3 clusters Score -1450316 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1450419.750000 Penalty: 4614.428711
	Iteration 9Q: 3 clusters Score -1450420 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1450535.750000 Penalty: 4614.428711
	Iteration 10Q: 3 clusters Score -1450536 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1450670.250000 Penalty: 4614.428711
	Iteration 11Q: 3 clusters Score -1450670 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1450803.750000 Penalty: 4614.428711
	Iteration 12Q: 3 clusters Score -1450804 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1450970.125000 Penalty: 4614.428711
	Iteration 13Q: 3 clusters Score -1450970 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1451127.750000 Penalty: 4614.428711
	Iteration 14Q: 3 clusters Score -1451128 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1451298.750000 Penalty: 4614.428711
	Iteration 15Q: 3 clusters Score -1451299 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1451494.375000 Penalty: 4614.428711
	Iteration 16Q: 3 clusters Score -1451494 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1451671.875000 Penalty: 4614.428711
	Iteration 17Q: 3 clusters Score -1451672 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1451845.750000 Penalty: 4614.428711
	Iteration 18Q: 3 clusters Score -1451846 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1452007.375000 Penalty: 4614.428711
	Iteration 19Q: 3 clusters Score -1452007 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1452188.875000 Penalty: 4614.428711
	Iteration 20F: 3 clusters Score -1452189 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1452325.375000 Penalty: 4614.428711
	Iteration 21Q: 3 clusters Score -1452325 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1452456.875000 Penalty: 4614.428711
	Iteration 22Q: 3 clusters Score -1452457 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1452582.125000 Penalty: 4614.428711
	Iteration 23Q: 3 clusters Score -1452582 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1452690.375000 Penalty: 4614.428711
	Iteration 24Q: 3 clusters Score -1452690 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1452766.000000 Penalty: 4614.428711
	Iteration 25Q: 3 clusters Score -1452766 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1452828.125000 Penalty: 4614.428711
	Iteration 26Q: 3 clusters Score -1452828 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1452875.500000 Penalty: 4614.428711
	Iteration 27Q: 3 clusters Score -1452876 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1452916.750000 Penalty: 4614.428711
	Iteration 28Q: 3 clusters Score -1452917 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1452941.250000 Penalty: 4614.428711
	Iteration 29Q: 3 clusters Score -1452941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1452967.375000 Penalty: 4614.428711
	Iteration 30Q: 3 clusters Score -1452967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1452995.875000 Penalty: 4614.428711
	Iteration 31Q: 3 clusters Score -1452996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1453013.375000 Penalty: 4614.428711
	Iteration 32Q: 3 clusters Score -1453013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1453036.500000 Penalty: 4614.428711
	Iteration 33Q: 3 clusters Score -1453036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1453054.000000 Penalty: 4614.428711
	Iteration 34Q: 3 clusters Score -1453054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1453062.750000 Penalty: 4614.428711
	Iteration 35Q: 3 clusters Score -1453063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1453072.000000 Penalty: 4614.428711
	Iteration 36Q: 3 clusters Score -1453072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1453078.375000 Penalty: 4614.428711
	Iteration 37Q: 3 clusters Score -1453078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1453080.625000 Penalty: 4614.428711
	Iteration 38Q: 3 clusters Score -1453081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1453084.875000 Penalty: 4614.428711
	Iteration 39Q: 3 clusters Score -1453085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1453087.375000 Penalty: 4614.428711
	Iteration 40F: 3 clusters Score -1453087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1453089.125000 Penalty: 4614.428711
	Iteration 41Q: 3 clusters Score -1453089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1453092.000000 Penalty: 4614.428711
	Iteration 42Q: 3 clusters Score -1453092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1453096.375000 Penalty: 4614.428711
	Iteration 43Q: 3 clusters Score -1453096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1453102.750000 Penalty: 4614.428711
	Iteration 44Q: 3 clusters Score -1453103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1453102.875000 Penalty: 4614.428711
	Iteration 45Q: 3 clusters Score -1453103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1453105.125000 Penalty: 4614.428711
	Iteration 46Q: 3 clusters Score -1453105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1453107.375000 Penalty: 4614.428711
	Iteration 47Q: 3 clusters Score -1453107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1453109.375000 Penalty: 4614.428711
	Iteration 48Q: 3 clusters Score -1453109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1453108.625000 Penalty: 4614.428711
	Iteration 49Q: 3 clusters Score -1453109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1453114.375000 Penalty: 4614.428711
	Iteration 50Q: 3 clusters Score -1453114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1453115.625000 Penalty: 4614.428711
	Iteration 51Q: 3 clusters Score -1453116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1453118.000000 Penalty: 4614.428711
	Iteration 52Q: 3 clusters Score -1453118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1453121.125000 Penalty: 4614.428711
	Iteration 53Q: 3 clusters Score -1453121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1453122.375000 Penalty: 4614.428711
	Iteration 54Q: 3 clusters Score -1453122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1453125.000000 Penalty: 4614.428711
	Iteration 55Q: 3 clusters Score -1453125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1453128.875000 Penalty: 4614.428711
	Iteration 56Q: 3 clusters Score -1453129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1453128.500000 Penalty: 4614.428711
	Iteration 57Q: 3 clusters Score -1453128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1453129.500000 Penalty: 4614.428711
	Iteration 58Q: 3 clusters Score -1453130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1453129.500000 Penalty: 4614.428711
	Iteration 59F: 3 clusters Score -1453130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -285258.343750 Penalty: 1912.686035
	Iteration 0F: 2 clusters Score -285258.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -282583.562500 Penalty: 3825.372070
	Iteration 0F: 3 clusters Score -282583.6 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -283203.906250 Penalty: 3825.372070
	Iteration 1F: 3 clusters Score -283203.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -283430.000000 Penalty: 3825.372070
	Iteration 2F: 3 clusters Score -283430 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -283574.343750 Penalty: 3825.372070
	Iteration 3F: 3 clusters Score -283574.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -283709.718750 Penalty: 3825.372070
	Iteration 4F: 3 clusters Score -283709.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -283801.937500 Penalty: 3825.372070
	Iteration 5Q: 3 clusters Score -283801.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -283874.125000 Penalty: 3825.372070
	Iteration 6Q: 3 clusters Score -283874.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -283929.750000 Penalty: 3825.372070
	Iteration 7Q: 3 clusters Score -283929.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -283953.281250 Penalty: 3825.372070
	Iteration 8Q: 3 clusters Score -283953.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -283981.500000 Penalty: 3825.372070
	Iteration 9Q: 3 clusters Score -283981.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -284002.750000 Penalty: 3825.372070
	Iteration 10Q: 3 clusters Score -284002.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -284017.468750 Penalty: 3825.372070
	Iteration 11Q: 3 clusters Score -284017.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -284029.187500 Penalty: 3825.372070
	Iteration 12Q: 3 clusters Score -284029.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -284037.062500 Penalty: 3825.372070
	Iteration 13Q: 3 clusters Score -284037.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -284040.875000 Penalty: 3825.372070
	Iteration 14Q: 3 clusters Score -284040.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -284043.000000 Penalty: 3825.372070
	Iteration 15Q: 3 clusters Score -284043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -284043.781250 Penalty: 3825.372070
	Iteration 16Q: 3 clusters Score -284043.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -284043.781250 Penalty: 3825.372070
	Iteration 17F: 3 clusters Score -284043.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Entering Unmasked Estep 
Score: -4424567.500000 Penalty: 2584.504150
	Iteration 0F: 2 clusters Score -4424568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -4401828.500000 Penalty: 5169.008301
	Iteration 0F: 3 clusters Score -4401828 nChanged 15133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -4410051.500000 Penalty: 5169.008301
	Iteration 1F: 3 clusters Score -4410052 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4410663.500000 Penalty: 5169.008301
	Iteration 2Q: 3 clusters Score -4410664 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -4411267.000000 Penalty: 5169.008301
	Iteration 3Q: 3 clusters Score -4411267 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -4411939.500000 Penalty: 5169.008301
	Iteration 4Q: 3 clusters Score -4411940 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -4412706.500000 Penalty: 5169.008301
	Iteration 5Q: 3 clusters Score -4412706 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -4413559.500000 Penalty: 5169.008301
	Iteration 6F: 3 clusters Score -4413560 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -4414535.000000 Penalty: 5169.008301
	Iteration 7F: 3 clusters Score -4414535 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -4415625.000000 Penalty: 5169.008301
	Iteration 8F: 3 clusters Score -4415625 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -4416800.500000 Penalty: 5169.008301
	Iteration 9F: 3 clusters Score -4416800 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -4417949.500000 Penalty: 5169.008301
	Iteration 10F: 3 clusters Score -4417950 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -4419084.500000 Penalty: 5169.008301
	Iteration 11Q: 3 clusters Score -4419084 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -4420172.000000 Penalty: 5169.008301
	Iteration 12Q: 3 clusters Score -4420172 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -4420982.500000 Penalty: 5169.008301
	Iteration 13Q: 3 clusters Score -4420982 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -4421548.500000 Penalty: 5169.008301
	Iteration 14Q: 3 clusters Score -4421548 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -4421903.000000 Penalty: 5169.008301
	Iteration 15Q: 3 clusters Score -4421903 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4422126.500000 Penalty: 5169.008301
	Iteration 16Q: 3 clusters Score -4422126 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -4422237.500000 Penalty: 5169.008301
	Iteration 17Q: 3 clusters Score -4422238 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -4422314.500000 Penalty: 5169.008301
	Iteration 18Q: 3 clusters Score -4422314 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -4422367.500000 Penalty: 5169.008301
	Iteration 19Q: 3 clusters Score -4422368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -4422392.000000 Penalty: 5169.008301
	Iteration 20F: 3 clusters Score -4422392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -4422414.000000 Penalty: 5169.008301
	Iteration 21Q: 3 clusters Score -4422414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -4422430.500000 Penalty: 5169.008301
	Iteration 22Q: 3 clusters Score -4422430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -4422449.500000 Penalty: 5169.008301
	Iteration 23Q: 3 clusters Score -4422450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -4422468.500000 Penalty: 5169.008301
	Iteration 24Q: 3 clusters Score -4422468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -4422492.000000 Penalty: 5169.008301
	Iteration 25Q: 3 clusters Score -4422492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4422502.000000 Penalty: 5169.008301
	Iteration 26Q: 3 clusters Score -4422502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -4422510.500000 Penalty: 5169.008301
	Iteration 27Q: 3 clusters Score -4422510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -4422516.500000 Penalty: 5169.008301
	Iteration 28Q: 3 clusters Score -4422516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -4422522.000000 Penalty: 5169.008301
	Iteration 29Q: 3 clusters Score -4422522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4422530.000000 Penalty: 5169.008301
	Iteration 30Q: 3 clusters Score -4422530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -4422549.500000 Penalty: 5169.008301
	Iteration 31Q: 3 clusters Score -4422550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -4422562.000000 Penalty: 5169.008301
	Iteration 32Q: 3 clusters Score -4422562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -4422579.000000 Penalty: 5169.008301
	Iteration 33Q: 3 clusters Score -4422579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -4422590.500000 Penalty: 5169.008301
	Iteration 34Q: 3 clusters Score -4422590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -4422616.000000 Penalty: 5169.008301
	Iteration 35Q: 3 clusters Score -4422616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -4422625.500000 Penalty: 5169.008301
	Iteration 36Q: 3 clusters Score -4422626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -4422638.500000 Penalty: 5169.008301
	Iteration 37Q: 3 clusters Score -4422638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -4422648.000000 Penalty: 5169.008301
	Iteration 38Q: 3 clusters Score -4422648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -4422645.500000 Penalty: 5169.008301
	Iteration 39Q: 3 clusters Score -4422646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -4422652.000000 Penalty: 5169.008301
	Iteration 40F: 3 clusters Score -4422652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -4422657.500000 Penalty: 5169.008301
	Iteration 41Q: 3 clusters Score -4422658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -4422653.500000 Penalty: 5169.008301
	Iteration 42Q: 3 clusters Score -4422654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4422660.500000 Penalty: 5169.008301
	Iteration 43Q: 3 clusters Score -4422660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -4422662.000000 Penalty: 5169.008301
	Iteration 44Q: 3 clusters Score -4422662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -4422669.500000 Penalty: 5169.008301
	Iteration 45Q: 3 clusters Score -4422670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -4422667.500000 Penalty: 5169.008301
	Iteration 46Q: 3 clusters Score -4422668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -4422667.500000 Penalty: 5169.008301
	Iteration 47F: 3 clusters Score -4422668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Entering Unmasked Estep 
Score: -351222.343750 Penalty: 1972.074097
	Iteration 0F: 2 clusters Score -351222.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -348061.531250 Penalty: 3944.148193
	Iteration 0F: 3 clusters Score -348061.5 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -348759.656250 Penalty: 3944.148193
	Iteration 1F: 3 clusters Score -348759.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -348973.250000 Penalty: 3944.148193
	Iteration 2F: 3 clusters Score -348973.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -349070.968750 Penalty: 3944.148193
	Iteration 3F: 3 clusters Score -349071 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -349172.437500 Penalty: 3944.148193
	Iteration 4Q: 3 clusters Score -349172.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -349269.312500 Penalty: 3944.148193
	Iteration 5Q: 3 clusters Score -349269.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -349414.937500 Penalty: 3944.148193
	Iteration 6Q: 3 clusters Score -349414.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -349608.687500 Penalty: 3944.148193
	Iteration 7Q: 3 clusters Score -349608.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -349821.687500 Penalty: 3944.148193
	Iteration 8F: 3 clusters Score -349821.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -350105.156250 Penalty: 3944.148193
	Iteration 9F: 3 clusters Score -350105.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -350334.593750 Penalty: 3944.148193
	Iteration 10F: 3 clusters Score -350334.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -350488.531250 Penalty: 3944.148193
	Iteration 11Q: 3 clusters Score -350488.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -350592.531250 Penalty: 3944.148193
	Iteration 12Q: 3 clusters Score -350592.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -350657.281250 Penalty: 3944.148193
	Iteration 13Q: 3 clusters Score -350657.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -350696.843750 Penalty: 3944.148193
	Iteration 14Q: 3 clusters Score -350696.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -350718.687500 Penalty: 3944.148193
	Iteration 15Q: 3 clusters Score -350718.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -350736.906250 Penalty: 3944.148193
	Iteration 16Q: 3 clusters Score -350736.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -350743.468750 Penalty: 3944.148193
	Iteration 17Q: 3 clusters Score -350743.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -350745.375000 Penalty: 3944.148193
	Iteration 18Q: 3 clusters Score -350745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -350746.000000 Penalty: 3944.148193
	Iteration 19Q: 3 clusters Score -350746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -350746.000000 Penalty: 3944.148193
	Iteration 20F: 3 clusters Score -350746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Entering Unmasked Estep 
Score: -2404278.000000 Penalty: 2437.840576
	Iteration 0F: 2 clusters Score -2404278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2391132.000000 Penalty: 4875.681152
	Iteration 0F: 3 clusters Score -2391132 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2395586.000000 Penalty: 4875.681152
	Iteration 1F: 3 clusters Score -2395586 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2396302.750000 Penalty: 4875.681152
	Iteration 2F: 3 clusters Score -2396303 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2397206.250000 Penalty: 4875.681152
	Iteration 3F: 3 clusters Score -2397206 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2398230.250000 Penalty: 4875.681152
	Iteration 4F: 3 clusters Score -2398230 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2399320.000000 Penalty: 4875.681152
	Iteration 5F: 3 clusters Score -2399320 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2400322.750000 Penalty: 4875.681152
	Iteration 6F: 3 clusters Score -2400323 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2401091.500000 Penalty: 4875.681152
	Iteration 7F: 3 clusters Score -2401092 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2401664.000000 Penalty: 4875.681152
	Iteration 8Q: 3 clusters Score -2401664 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2402078.750000 Penalty: 4875.681152
	Iteration 9Q: 3 clusters Score -2402079 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2402367.750000 Penalty: 4875.681152
	Iteration 10Q: 3 clusters Score -2402368 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2402604.000000 Penalty: 4875.681152
	Iteration 11Q: 3 clusters Score -2402604 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2402804.000000 Penalty: 4875.681152
	Iteration 12Q: 3 clusters Score -2402804 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2403012.250000 Penalty: 4875.681152
	Iteration 13Q: 3 clusters Score -2403012 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2403242.000000 Penalty: 4875.681152
	Iteration 14Q: 3 clusters Score -2403242 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2403446.500000 Penalty: 4875.681152
	Iteration 15Q: 3 clusters Score -2403446 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2403538.000000 Penalty: 4875.681152
	Iteration 16Q: 3 clusters Score -2403538 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2403580.750000 Penalty: 4875.681152
	Iteration 17Q: 3 clusters Score -2403581 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2403596.000000 Penalty: 4875.681152
	Iteration 18Q: 3 clusters Score -2403596 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2403611.250000 Penalty: 4875.681152
	Iteration 19Q: 3 clusters Score -2403611 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2403630.250000 Penalty: 4875.681152
	Iteration 20F: 3 clusters Score -2403630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2403651.250000 Penalty: 4875.681152
	Iteration 21Q: 3 clusters Score -2403651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2403655.250000 Penalty: 4875.681152
	Iteration 22Q: 3 clusters Score -2403655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2403669.250000 Penalty: 4875.681152
	Iteration 23Q: 3 clusters Score -2403669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2403675.000000 Penalty: 4875.681152
	Iteration 24Q: 3 clusters Score -2403675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2403671.750000 Penalty: 4875.681152
	Iteration 25Q: 3 clusters Score -2403672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2403674.000000 Penalty: 4875.681152
	Iteration 26Q: 3 clusters Score -2403674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2403674.250000 Penalty: 4875.681152
	Iteration 27Q: 3 clusters Score -2403674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2403678.750000 Penalty: 4875.681152
	Iteration 28Q: 3 clusters Score -2403679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2403679.750000 Penalty: 4875.681152
	Iteration 29Q: 3 clusters Score -2403680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2403680.250000 Penalty: 4875.681152
	Iteration 30Q: 3 clusters Score -2403680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2403682.000000 Penalty: 4875.681152
	Iteration 31Q: 3 clusters Score -2403682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2403681.000000 Penalty: 4875.681152
	Iteration 32Q: 3 clusters Score -2403681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2403683.250000 Penalty: 4875.681152
	Iteration 33Q: 3 clusters Score -2403683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2403687.500000 Penalty: 4875.681152
	Iteration 34Q: 3 clusters Score -2403688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2403688.250000 Penalty: 4875.681152
	Iteration 35Q: 3 clusters Score -2403688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2403688.000000 Penalty: 4875.681152
	Iteration 36Q: 3 clusters Score -2403688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2403687.500000 Penalty: 4875.681152
	Iteration 37Q: 3 clusters Score -2403688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2403687.250000 Penalty: 4875.681152
	Iteration 38Q: 3 clusters Score -2403687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2403688.750000 Penalty: 4875.681152
	Iteration 39Q: 3 clusters Score -2403689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2403685.500000 Penalty: 4875.681152
	Iteration 40F: 3 clusters Score -2403686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2403686.500000 Penalty: 4875.681152
	Iteration 41Q: 3 clusters Score -2403686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2403686.500000 Penalty: 4875.681152
	Iteration 42F: 3 clusters Score -2403686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Entering Unmasked Estep 
Score: -654911.937500 Penalty: 2129.089600
	Iteration 0F: 2 clusters Score -654911.9 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 2619 members 
Entering Unmasked Estep 
Score: -650191.375000 Penalty: 4258.179199
	Iteration 0F: 3 clusters Score -650191.4 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -651507.812500 Penalty: 4258.179199
	Iteration 1F: 3 clusters Score -651507.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -651985.562500 Penalty: 4258.179199
	Iteration 2F: 3 clusters Score -651985.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -652448.437500 Penalty: 4258.179199
	Iteration 3F: 3 clusters Score -652448.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -652854.437500 Penalty: 4258.179199
	Iteration 4F: 3 clusters Score -652854.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -653150.750000 Penalty: 4258.179199
	Iteration 5F: 3 clusters Score -653150.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -653323.750000 Penalty: 4258.179199
	Iteration 6Q: 3 clusters Score -653323.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -653443.500000 Penalty: 4258.179199
	Iteration 7Q: 3 clusters Score -653443.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -653530.312500 Penalty: 4258.179199
	Iteration 8Q: 3 clusters Score -653530.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -653591.562500 Penalty: 4258.179199
	Iteration 9Q: 3 clusters Score -653591.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -653631.937500 Penalty: 4258.179199
	Iteration 10Q: 3 clusters Score -653631.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -653657.500000 Penalty: 4258.179199
	Iteration 11Q: 3 clusters Score -653657.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -653670.437500 Penalty: 4258.179199
	Iteration 12Q: 3 clusters Score -653670.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -653681.687500 Penalty: 4258.179199
	Iteration 13Q: 3 clusters Score -653681.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -653692.875000 Penalty: 4258.179199
	Iteration 14Q: 3 clusters Score -653692.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -653697.375000 Penalty: 4258.179199
	Iteration 15Q: 3 clusters Score -653697.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -653701.000000 Penalty: 4258.179199
	Iteration 16Q: 3 clusters Score -653701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -653705.750000 Penalty: 4258.179199
	Iteration 17Q: 3 clusters Score -653705.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -653708.187500 Penalty: 4258.179199
	Iteration 18Q: 3 clusters Score -653708.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -653710.687500 Penalty: 4258.179199
	Iteration 19Q: 3 clusters Score -653710.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -653717.500000 Penalty: 4258.179199
	Iteration 20F: 3 clusters Score -653717.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -653720.500000 Penalty: 4258.179199
	Iteration 21Q: 3 clusters Score -653720.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -653723.250000 Penalty: 4258.179199
	Iteration 22Q: 3 clusters Score -653723.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -653726.062500 Penalty: 4258.179199
	Iteration 23Q: 3 clusters Score -653726.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -653727.625000 Penalty: 4258.179199
	Iteration 24Q: 3 clusters Score -653727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -653728.375000 Penalty: 4258.179199
	Iteration 25Q: 3 clusters Score -653728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -653728.000000 Penalty: 4258.179199
	Iteration 26Q: 3 clusters Score -653728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -653730.125000 Penalty: 4258.179199
	Iteration 27Q: 3 clusters Score -653730.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -653731.875000 Penalty: 4258.179199
	Iteration 28Q: 3 clusters Score -653731.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -653732.000000 Penalty: 4258.179199
	Iteration 29Q: 3 clusters Score -653732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -653731.125000 Penalty: 4258.179199
	Iteration 30Q: 3 clusters Score -653731.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -653731.125000 Penalty: 4258.179199
	Iteration 31F: 3 clusters Score -653731.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Entering Unmasked Estep 
Score: -791829.875000 Penalty: 2159.332520
	Iteration 0F: 2 clusters Score -791829.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -786693.937500 Penalty: 4318.665039
	Iteration 0F: 3 clusters Score -786693.9 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -787895.750000 Penalty: 4318.665039
	Iteration 1F: 3 clusters Score -787895.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -788109.562500 Penalty: 4318.665039
	Iteration 2F: 3 clusters Score -788109.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -788262.562500 Penalty: 4318.665039
	Iteration 3F: 3 clusters Score -788262.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -788409.062500 Penalty: 4318.665039
	Iteration 4Q: 3 clusters Score -788409.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -788536.312500 Penalty: 4318.665039
	Iteration 5Q: 3 clusters Score -788536.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -788656.312500 Penalty: 4318.665039
	Iteration 6Q: 3 clusters Score -788656.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -788780.375000 Penalty: 4318.665039
	Iteration 7Q: 3 clusters Score -788780.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -788926.937500 Penalty: 4318.665039
	Iteration 8Q: 3 clusters Score -788926.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -789077.625000 Penalty: 4318.665039
	Iteration 9Q: 3 clusters Score -789077.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -789211.375000 Penalty: 4318.665039
	Iteration 10Q: 3 clusters Score -789211.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -789312.500000 Penalty: 4318.665039
	Iteration 11Q: 3 clusters Score -789312.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -789415.625000 Penalty: 4318.665039
	Iteration 12Q: 3 clusters Score -789415.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -789504.562500 Penalty: 4318.665039
	Iteration 13Q: 3 clusters Score -789504.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -789582.812500 Penalty: 4318.665039
	Iteration 14Q: 3 clusters Score -789582.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -789641.125000 Penalty: 4318.665039
	Iteration 15Q: 3 clusters Score -789641.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -789686.500000 Penalty: 4318.665039
	Iteration 16Q: 3 clusters Score -789686.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -789725.250000 Penalty: 4318.665039
	Iteration 17Q: 3 clusters Score -789725.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -789767.687500 Penalty: 4318.665039
	Iteration 18Q: 3 clusters Score -789767.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -789795.375000 Penalty: 4318.665039
	Iteration 19Q: 3 clusters Score -789795.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -789815.000000 Penalty: 4318.665039
	Iteration 20F: 3 clusters Score -789815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -789831.062500 Penalty: 4318.665039
	Iteration 21Q: 3 clusters Score -789831.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -789841.875000 Penalty: 4318.665039
	Iteration 22Q: 3 clusters Score -789841.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -789851.750000 Penalty: 4318.665039
	Iteration 23Q: 3 clusters Score -789851.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -789858.937500 Penalty: 4318.665039
	Iteration 24Q: 3 clusters Score -789858.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -789861.937500 Penalty: 4318.665039
	Iteration 25Q: 3 clusters Score -789861.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -789868.875000 Penalty: 4318.665039
	Iteration 26Q: 3 clusters Score -789868.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -789873.750000 Penalty: 4318.665039
	Iteration 27Q: 3 clusters Score -789873.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -789880.062500 Penalty: 4318.665039
	Iteration 28Q: 3 clusters Score -789880.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -789885.000000 Penalty: 4318.665039
	Iteration 29Q: 3 clusters Score -789885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -789890.500000 Penalty: 4318.665039
	Iteration 30Q: 3 clusters Score -789890.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -789893.875000 Penalty: 4318.665039
	Iteration 31Q: 3 clusters Score -789893.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -789900.687500 Penalty: 4318.665039
	Iteration 32Q: 3 clusters Score -789900.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -789906.500000 Penalty: 4318.665039
	Iteration 33Q: 3 clusters Score -789906.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -789911.937500 Penalty: 4318.665039
	Iteration 34Q: 3 clusters Score -789911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -789913.437500 Penalty: 4318.665039
	Iteration 35Q: 3 clusters Score -789913.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -789915.375000 Penalty: 4318.665039
	Iteration 36Q: 3 clusters Score -789915.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -789916.562500 Penalty: 4318.665039
	Iteration 37Q: 3 clusters Score -789916.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -789919.500000 Penalty: 4318.665039
	Iteration 38Q: 3 clusters Score -789919.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -789920.187500 Penalty: 4318.665039
	Iteration 39Q: 3 clusters Score -789920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -789920.500000 Penalty: 4318.665039
	Iteration 40F: 3 clusters Score -789920.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -789923.812500 Penalty: 4318.665039
	Iteration 41Q: 3 clusters Score -789923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -789925.625000 Penalty: 4318.665039
	Iteration 42Q: 3 clusters Score -789925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -789927.500000 Penalty: 4318.665039
	Iteration 43Q: 3 clusters Score -789927.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -789927.500000 Penalty: 4318.665039
	Iteration 44F: 3 clusters Score -789927.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Entering Unmasked Estep 
Score: -3454678.250000 Penalty: 2525.424316
	Iteration 0F: 2 clusters Score -3454678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3436386.000000 Penalty: 5050.848633
	Iteration 0F: 3 clusters Score -3436386 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -3442835.250000 Penalty: 5050.848633
	Iteration 1F: 3 clusters Score -3442835 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -3443474.500000 Penalty: 5050.848633
	Iteration 2F: 3 clusters Score -3443474 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3444188.000000 Penalty: 5050.848633
	Iteration 3F: 3 clusters Score -3444188 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3445014.250000 Penalty: 5050.848633
	Iteration 4F: 3 clusters Score -3445014 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -3446081.250000 Penalty: 5050.848633
	Iteration 5F: 3 clusters Score -3446081 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -3447247.500000 Penalty: 5050.848633
	Iteration 6F: 3 clusters Score -3447248 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -3448372.500000 Penalty: 5050.848633
	Iteration 7F: 3 clusters Score -3448372 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -3449226.000000 Penalty: 5050.848633
	Iteration 8F: 3 clusters Score -3449226 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -3449857.750000 Penalty: 5050.848633
	Iteration 9Q: 3 clusters Score -3449858 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -3450391.750000 Penalty: 5050.848633
	Iteration 10Q: 3 clusters Score -3450392 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -3450819.500000 Penalty: 5050.848633
	Iteration 11Q: 3 clusters Score -3450820 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3451247.750000 Penalty: 5050.848633
	Iteration 12Q: 3 clusters Score -3451248 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3451758.750000 Penalty: 5050.848633
	Iteration 13Q: 3 clusters Score -3451759 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -3452268.750000 Penalty: 5050.848633
	Iteration 14Q: 3 clusters Score -3452269 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -3452778.750000 Penalty: 5050.848633
	Iteration 15Q: 3 clusters Score -3452779 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -3453211.000000 Penalty: 5050.848633
	Iteration 16Q: 3 clusters Score -3453211 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -3453612.750000 Penalty: 5050.848633
	Iteration 17Q: 3 clusters Score -3453613 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3453944.750000 Penalty: 5050.848633
	Iteration 18Q: 3 clusters Score -3453945 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -3454097.250000 Penalty: 5050.848633
	Iteration 19Q: 3 clusters Score -3454097 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3454164.500000 Penalty: 5050.848633
	Iteration 20F: 3 clusters Score -3454164 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -3454208.750000 Penalty: 5050.848633
	Iteration 21Q: 3 clusters Score -3454209 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3454218.500000 Penalty: 5050.848633
	Iteration 22Q: 3 clusters Score -3454218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3454225.500000 Penalty: 5050.848633
	Iteration 23Q: 3 clusters Score -3454226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3454226.750000 Penalty: 5050.848633
	Iteration 24Q: 3 clusters Score -3454227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -3454218.250000 Penalty: 5050.848633
	Iteration 25Q: 3 clusters Score -3454218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3454213.000000 Penalty: 5050.848633
	Iteration 26Q: 3 clusters Score -3454213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -3454214.250000 Penalty: 5050.848633
	Iteration 27Q: 3 clusters Score -3454214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -3454217.750000 Penalty: 5050.848633
	Iteration 28Q: 3 clusters Score -3454218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3454212.750000 Penalty: 5050.848633
	Iteration 29Q: 3 clusters Score -3454213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -3454218.000000 Penalty: 5050.848633
	Iteration 30Q: 3 clusters Score -3454218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -3454219.000000 Penalty: 5050.848633
	Iteration 31Q: 3 clusters Score -3454219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -3454227.250000 Penalty: 5050.848633
	Iteration 32Q: 3 clusters Score -3454227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3454227.500000 Penalty: 5050.848633
	Iteration 33Q: 3 clusters Score -3454228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3454225.750000 Penalty: 5050.848633
	Iteration 34Q: 3 clusters Score -3454226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -3454228.750000 Penalty: 5050.848633
	Iteration 35Q: 3 clusters Score -3454229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3454227.750000 Penalty: 5050.848633
	Iteration 36Q: 3 clusters Score -3454228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -3454222.000000 Penalty: 5050.848633
	Iteration 37Q: 3 clusters Score -3454222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3454221.250000 Penalty: 5050.848633
	Iteration 38Q: 3 clusters Score -3454221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -3454219.000000 Penalty: 5050.848633
	Iteration 39Q: 3 clusters Score -3454219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3454225.000000 Penalty: 5050.848633
	Iteration 40F: 3 clusters Score -3454225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -64260.003906 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -64260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63120.839844 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -63120.84 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -64226.445312 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -64226.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -64790.707031 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -64790.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -65337.613281 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -65337.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -65717.445312 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -65717.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65963.210938 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -65963.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -65975.515625 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -65975.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -65981.460938 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -65981.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -65984.359375 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -65984.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -65987.250000 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -65987.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -65992.773438 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -65992.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -65992.773438 Penalty: 3184.317383
	Iteration 11F: 3 clusters Score -65992.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 96377 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10974 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33570 members 
Mstep: Class 14 contains 2841 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4895 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9040 members 
Mstep: Class 34 contains 905 members 
Mstep: Class 35 contains 40185 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 426 members 
Entering Unmasked Estep 
Score: -73855920.000000 Penalty: 121763.554688
Splitting cluster 19 changes total score from -73853352.000000 to -73855920.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 20 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -243431.578125 Penalty: 1865.152466
	Iteration 0F: 2 clusters Score -243431.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -240901.515625 Penalty: 3730.304932
	Iteration 0F: 3 clusters Score -240901.5 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -241338.078125 Penalty: 3730.304932
	Iteration 1F: 3 clusters Score -241338.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -241482.828125 Penalty: 3730.304932
	Iteration 2F: 3 clusters Score -241482.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -241584.671875 Penalty: 3730.304932
	Iteration 3Q: 3 clusters Score -241584.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -241679.250000 Penalty: 3730.304932
	Iteration 4Q: 3 clusters Score -241679.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -241757.093750 Penalty: 3730.304932
	Iteration 5Q: 3 clusters Score -241757.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -241801.671875 Penalty: 3730.304932
	Iteration 6Q: 3 clusters Score -241801.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -241835.187500 Penalty: 3730.304932
	Iteration 7Q: 3 clusters Score -241835.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -241856.875000 Penalty: 3730.304932
	Iteration 8Q: 3 clusters Score -241856.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -241878.859375 Penalty: 3730.304932
	Iteration 9Q: 3 clusters Score -241878.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -241889.828125 Penalty: 3730.304932
	Iteration 10Q: 3 clusters Score -241889.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -241898.328125 Penalty: 3730.304932
	Iteration 11Q: 3 clusters Score -241898.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -241908.765625 Penalty: 3730.304932
	Iteration 12Q: 3 clusters Score -241908.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -241917.062500 Penalty: 3730.304932
	Iteration 13Q: 3 clusters Score -241917.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -241926.187500 Penalty: 3730.304932
	Iteration 14Q: 3 clusters Score -241926.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -241933.703125 Penalty: 3730.304932
	Iteration 15Q: 3 clusters Score -241933.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -241942.515625 Penalty: 3730.304932
	Iteration 16Q: 3 clusters Score -241942.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -241946.296875 Penalty: 3730.304932
	Iteration 17Q: 3 clusters Score -241946.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -241950.625000 Penalty: 3730.304932
	Iteration 18Q: 3 clusters Score -241950.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -241954.687500 Penalty: 3730.304932
	Iteration 19Q: 3 clusters Score -241954.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -241961.890625 Penalty: 3730.304932
	Iteration 20F: 3 clusters Score -241961.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -241975.453125 Penalty: 3730.304932
	Iteration 21Q: 3 clusters Score -241975.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -241981.968750 Penalty: 3730.304932
	Iteration 22Q: 3 clusters Score -241982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -241987.468750 Penalty: 3730.304932
	Iteration 23Q: 3 clusters Score -241987.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -241989.781250 Penalty: 3730.304932
	Iteration 24Q: 3 clusters Score -241989.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -241991.171875 Penalty: 3730.304932
	Iteration 25Q: 3 clusters Score -241991.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -241992.687500 Penalty: 3730.304932
	Iteration 26Q: 3 clusters Score -241992.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -241993.390625 Penalty: 3730.304932
	Iteration 27Q: 3 clusters Score -241993.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -241993.703125 Penalty: 3730.304932
	Iteration 28Q: 3 clusters Score -241993.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -241993.703125 Penalty: 3730.304932
	Iteration 29F: 3 clusters Score -241993.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Entering Unmasked Estep 
Score: -1759077.000000 Penalty: 2359.360840
	Iteration 0F: 2 clusters Score -1759077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1749105.875000 Penalty: 4718.721680
	Iteration 0F: 3 clusters Score -1749106 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1752231.375000 Penalty: 4718.721680
	Iteration 1F: 3 clusters Score -1752231 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1752639.000000 Penalty: 4718.721680
	Iteration 2F: 3 clusters Score -1752639 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1752987.875000 Penalty: 4718.721680
	Iteration 3F: 3 clusters Score -1752988 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1753290.500000 Penalty: 4718.721680
	Iteration 4Q: 3 clusters Score -1753290 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1753588.375000 Penalty: 4718.721680
	Iteration 5Q: 3 clusters Score -1753588 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1753908.875000 Penalty: 4718.721680
	Iteration 6Q: 3 clusters Score -1753909 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1754217.875000 Penalty: 4718.721680
	Iteration 7Q: 3 clusters Score -1754218 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1754493.625000 Penalty: 4718.721680
	Iteration 8Q: 3 clusters Score -1754494 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1754724.000000 Penalty: 4718.721680
	Iteration 9Q: 3 clusters Score -1754724 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1754921.500000 Penalty: 4718.721680
	Iteration 10Q: 3 clusters Score -1754922 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1755108.625000 Penalty: 4718.721680
	Iteration 11Q: 3 clusters Score -1755109 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1755295.875000 Penalty: 4718.721680
	Iteration 12Q: 3 clusters Score -1755296 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1755481.500000 Penalty: 4718.721680
	Iteration 13Q: 3 clusters Score -1755482 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1755692.250000 Penalty: 4718.721680
	Iteration 14Q: 3 clusters Score -1755692 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1755914.125000 Penalty: 4718.721680
	Iteration 15Q: 3 clusters Score -1755914 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1756111.250000 Penalty: 4718.721680
	Iteration 16Q: 3 clusters Score -1756111 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1756287.125000 Penalty: 4718.721680
	Iteration 17Q: 3 clusters Score -1756287 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1756431.375000 Penalty: 4718.721680
	Iteration 18Q: 3 clusters Score -1756431 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1756520.750000 Penalty: 4718.721680
	Iteration 19Q: 3 clusters Score -1756521 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1756594.625000 Penalty: 4718.721680
	Iteration 20F: 3 clusters Score -1756595 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1756654.125000 Penalty: 4718.721680
	Iteration 21Q: 3 clusters Score -1756654 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1756697.000000 Penalty: 4718.721680
	Iteration 22Q: 3 clusters Score -1756697 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1756735.875000 Penalty: 4718.721680
	Iteration 23Q: 3 clusters Score -1756736 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1756760.625000 Penalty: 4718.721680
	Iteration 24Q: 3 clusters Score -1756761 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1756781.000000 Penalty: 4718.721680
	Iteration 25Q: 3 clusters Score -1756781 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1756798.750000 Penalty: 4718.721680
	Iteration 26Q: 3 clusters Score -1756799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1756806.375000 Penalty: 4718.721680
	Iteration 27Q: 3 clusters Score -1756806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1756813.125000 Penalty: 4718.721680
	Iteration 28Q: 3 clusters Score -1756813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1756821.125000 Penalty: 4718.721680
	Iteration 29Q: 3 clusters Score -1756821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1756823.250000 Penalty: 4718.721680
	Iteration 30Q: 3 clusters Score -1756823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1756822.000000 Penalty: 4718.721680
	Iteration 31Q: 3 clusters Score -1756822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1756825.750000 Penalty: 4718.721680
	Iteration 32Q: 3 clusters Score -1756826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1756831.375000 Penalty: 4718.721680
	Iteration 33Q: 3 clusters Score -1756831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1756839.375000 Penalty: 4718.721680
	Iteration 34Q: 3 clusters Score -1756839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1756844.375000 Penalty: 4718.721680
	Iteration 35Q: 3 clusters Score -1756844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1756846.875000 Penalty: 4718.721680
	Iteration 36Q: 3 clusters Score -1756847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1756854.250000 Penalty: 4718.721680
	Iteration 37Q: 3 clusters Score -1756854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1756852.875000 Penalty: 4718.721680
	Iteration 38Q: 3 clusters Score -1756853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1756856.750000 Penalty: 4718.721680
	Iteration 39Q: 3 clusters Score -1756857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1756862.500000 Penalty: 4718.721680
	Iteration 40F: 3 clusters Score -1756862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1756864.625000 Penalty: 4718.721680
	Iteration 41Q: 3 clusters Score -1756865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1756864.375000 Penalty: 4718.721680
	Iteration 42Q: 3 clusters Score -1756864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1756864.875000 Penalty: 4718.721680
	Iteration 43Q: 3 clusters Score -1756865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1756863.750000 Penalty: 4718.721680
	Iteration 44Q: 3 clusters Score -1756864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1756863.125000 Penalty: 4718.721680
	Iteration 45Q: 3 clusters Score -1756863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1756864.625000 Penalty: 4718.721680
	Iteration 46Q: 3 clusters Score -1756865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1756866.000000 Penalty: 4718.721680
	Iteration 47Q: 3 clusters Score -1756866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1756868.000000 Penalty: 4718.721680
	Iteration 48Q: 3 clusters Score -1756868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1756868.000000 Penalty: 4718.721680
	Iteration 49F: 3 clusters Score -1756868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Entering Unmasked Estep 
Score: -422664.906250 Penalty: 2013.536987
	Iteration 0F: 2 clusters Score -422664.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -419171.000000 Penalty: 4027.073975
	Iteration 0F: 3 clusters Score -419171 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -419933.625000 Penalty: 4027.073975
	Iteration 1F: 3 clusters Score -419933.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -420124.687500 Penalty: 4027.073975
	Iteration 2F: 3 clusters Score -420124.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -420236.906250 Penalty: 4027.073975
	Iteration 3Q: 3 clusters Score -420236.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -420308.125000 Penalty: 4027.073975
	Iteration 4Q: 3 clusters Score -420308.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -420339.562500 Penalty: 4027.073975
	Iteration 5Q: 3 clusters Score -420339.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -420362.937500 Penalty: 4027.073975
	Iteration 6Q: 3 clusters Score -420362.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -420379.343750 Penalty: 4027.073975
	Iteration 7Q: 3 clusters Score -420379.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -420392.687500 Penalty: 4027.073975
	Iteration 8Q: 3 clusters Score -420392.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -420406.437500 Penalty: 4027.073975
	Iteration 9Q: 3 clusters Score -420406.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -420418.250000 Penalty: 4027.073975
	Iteration 10Q: 3 clusters Score -420418.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -420426.593750 Penalty: 4027.073975
	Iteration 11Q: 3 clusters Score -420426.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -420435.031250 Penalty: 4027.073975
	Iteration 12Q: 3 clusters Score -420435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -420444.031250 Penalty: 4027.073975
	Iteration 13Q: 3 clusters Score -420444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -420452.500000 Penalty: 4027.073975
	Iteration 14Q: 3 clusters Score -420452.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -420458.750000 Penalty: 4027.073975
	Iteration 15Q: 3 clusters Score -420458.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -420469.000000 Penalty: 4027.073975
	Iteration 16Q: 3 clusters Score -420469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -420479.000000 Penalty: 4027.073975
	Iteration 17Q: 3 clusters Score -420479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -420481.843750 Penalty: 4027.073975
	Iteration 18Q: 3 clusters Score -420481.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -420487.781250 Penalty: 4027.073975
	Iteration 19Q: 3 clusters Score -420487.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -420495.312500 Penalty: 4027.073975
	Iteration 20F: 3 clusters Score -420495.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -420503.156250 Penalty: 4027.073975
	Iteration 21Q: 3 clusters Score -420503.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -420509.750000 Penalty: 4027.073975
	Iteration 22Q: 3 clusters Score -420509.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -420520.500000 Penalty: 4027.073975
	Iteration 23Q: 3 clusters Score -420520.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -420531.468750 Penalty: 4027.073975
	Iteration 24Q: 3 clusters Score -420531.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -420541.093750 Penalty: 4027.073975
	Iteration 25Q: 3 clusters Score -420541.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -420551.406250 Penalty: 4027.073975
	Iteration 26Q: 3 clusters Score -420551.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -420564.500000 Penalty: 4027.073975
	Iteration 27Q: 3 clusters Score -420564.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -420574.687500 Penalty: 4027.073975
	Iteration 28Q: 3 clusters Score -420574.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -420584.406250 Penalty: 4027.073975
	Iteration 29Q: 3 clusters Score -420584.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -420596.562500 Penalty: 4027.073975
	Iteration 30Q: 3 clusters Score -420596.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -420609.562500 Penalty: 4027.073975
	Iteration 31Q: 3 clusters Score -420609.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -420620.968750 Penalty: 4027.073975
	Iteration 32Q: 3 clusters Score -420621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -420631.281250 Penalty: 4027.073975
	Iteration 33Q: 3 clusters Score -420631.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -420641.437500 Penalty: 4027.073975
	Iteration 34Q: 3 clusters Score -420641.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -420653.593750 Penalty: 4027.073975
	Iteration 35Q: 3 clusters Score -420653.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -420668.218750 Penalty: 4027.073975
	Iteration 36Q: 3 clusters Score -420668.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -420682.000000 Penalty: 4027.073975
	Iteration 37Q: 3 clusters Score -420682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -420697.062500 Penalty: 4027.073975
	Iteration 38Q: 3 clusters Score -420697.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -420713.812500 Penalty: 4027.073975
	Iteration 39Q: 3 clusters Score -420713.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -420727.406250 Penalty: 4027.073975
	Iteration 40F: 3 clusters Score -420727.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -420739.125000 Penalty: 4027.073975
	Iteration 41Q: 3 clusters Score -420739.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -420753.281250 Penalty: 4027.073975
	Iteration 42Q: 3 clusters Score -420753.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -420761.968750 Penalty: 4027.073975
	Iteration 43Q: 3 clusters Score -420762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -420774.125000 Penalty: 4027.073975
	Iteration 44Q: 3 clusters Score -420774.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -420787.625000 Penalty: 4027.073975
	Iteration 45Q: 3 clusters Score -420787.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -420801.125000 Penalty: 4027.073975
	Iteration 46Q: 3 clusters Score -420801.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -420808.750000 Penalty: 4027.073975
	Iteration 47Q: 3 clusters Score -420808.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -420815.593750 Penalty: 4027.073975
	Iteration 48Q: 3 clusters Score -420815.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -420826.875000 Penalty: 4027.073975
	Iteration 49Q: 3 clusters Score -420826.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -420836.312500 Penalty: 4027.073975
	Iteration 50Q: 3 clusters Score -420836.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -420846.875000 Penalty: 4027.073975
	Iteration 51Q: 3 clusters Score -420846.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -420853.187500 Penalty: 4027.073975
	Iteration 52Q: 3 clusters Score -420853.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -420856.593750 Penalty: 4027.073975
	Iteration 53Q: 3 clusters Score -420856.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -420860.062500 Penalty: 4027.073975
	Iteration 54Q: 3 clusters Score -420860.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -420862.906250 Penalty: 4027.073975
	Iteration 55Q: 3 clusters Score -420862.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -420865.437500 Penalty: 4027.073975
	Iteration 56Q: 3 clusters Score -420865.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -420868.406250 Penalty: 4027.073975
	Iteration 57Q: 3 clusters Score -420868.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -420872.093750 Penalty: 4027.073975
	Iteration 58Q: 3 clusters Score -420872.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -420876.343750 Penalty: 4027.073975
	Iteration 59Q: 3 clusters Score -420876.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -420880.437500 Penalty: 4027.073975
	Iteration 60F: 3 clusters Score -420880.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -420884.343750 Penalty: 4027.073975
	Iteration 61Q: 3 clusters Score -420884.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -420888.625000 Penalty: 4027.073975
	Iteration 62Q: 3 clusters Score -420888.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -420891.218750 Penalty: 4027.073975
	Iteration 63Q: 3 clusters Score -420891.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -420892.031250 Penalty: 4027.073975
	Iteration 64Q: 3 clusters Score -420892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -420894.750000 Penalty: 4027.073975
	Iteration 65Q: 3 clusters Score -420894.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -420895.625000 Penalty: 4027.073975
	Iteration 66Q: 3 clusters Score -420895.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -420895.625000 Penalty: 4027.073975
	Iteration 67F: 3 clusters Score -420895.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -89731.828125 Penalty: 1657.162842
	Iteration 0F: 2 clusters Score -89731.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -88137.031250 Penalty: 3314.325684
	Iteration 0F: 3 clusters Score -88137.03 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88707.437500 Penalty: 3314.325684
	Iteration 1F: 3 clusters Score -88707.44 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88990.015625 Penalty: 3314.325684
	Iteration 2F: 3 clusters Score -88990.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -89132.984375 Penalty: 3314.325684
	Iteration 3F: 3 clusters Score -89132.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -89294.554688 Penalty: 3314.325684
	Iteration 4F: 3 clusters Score -89294.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -89413.593750 Penalty: 3314.325684
	Iteration 5Q: 3 clusters Score -89413.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -89511.343750 Penalty: 3314.325684
	Iteration 6Q: 3 clusters Score -89511.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -89541.429688 Penalty: 3314.325684
	Iteration 7Q: 3 clusters Score -89541.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -89555.601562 Penalty: 3314.325684
	Iteration 8Q: 3 clusters Score -89555.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -89557.492188 Penalty: 3314.325684
	Iteration 9Q: 3 clusters Score -89557.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -89561.820312 Penalty: 3314.325684
	Iteration 10Q: 3 clusters Score -89561.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -89566.968750 Penalty: 3314.325684
	Iteration 11Q: 3 clusters Score -89566.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -89567.992188 Penalty: 3314.325684
	Iteration 12Q: 3 clusters Score -89567.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -89569.796875 Penalty: 3314.325684
	Iteration 13Q: 3 clusters Score -89569.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -89570.773438 Penalty: 3314.325684
	Iteration 14Q: 3 clusters Score -89570.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -89570.773438 Penalty: 3314.325684
	Iteration 15F: 3 clusters Score -89570.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Entering Unmasked Estep 
Score: -578109.812500 Penalty: 2079.997070
	Iteration 0F: 2 clusters Score -578109.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -573996.812500 Penalty: 4159.994141
	Iteration 0F: 3 clusters Score -573996.8 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -574962.375000 Penalty: 4159.994141
	Iteration 1F: 3 clusters Score -574962.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -575197.625000 Penalty: 4159.994141
	Iteration 2F: 3 clusters Score -575197.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -575361.312500 Penalty: 4159.994141
	Iteration 3F: 3 clusters Score -575361.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -575495.875000 Penalty: 4159.994141
	Iteration 4Q: 3 clusters Score -575495.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -575630.625000 Penalty: 4159.994141
	Iteration 5Q: 3 clusters Score -575630.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -575785.562500 Penalty: 4159.994141
	Iteration 6Q: 3 clusters Score -575785.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -575934.500000 Penalty: 4159.994141
	Iteration 7Q: 3 clusters Score -575934.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -576067.062500 Penalty: 4159.994141
	Iteration 8Q: 3 clusters Score -576067.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -576178.000000 Penalty: 4159.994141
	Iteration 9Q: 3 clusters Score -576178 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -576283.687500 Penalty: 4159.994141
	Iteration 10Q: 3 clusters Score -576283.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -576367.875000 Penalty: 4159.994141
	Iteration 11Q: 3 clusters Score -576367.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -576437.437500 Penalty: 4159.994141
	Iteration 12Q: 3 clusters Score -576437.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -576483.000000 Penalty: 4159.994141
	Iteration 13Q: 3 clusters Score -576483 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -576507.000000 Penalty: 4159.994141
	Iteration 14Q: 3 clusters Score -576507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -576527.312500 Penalty: 4159.994141
	Iteration 15Q: 3 clusters Score -576527.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -576543.062500 Penalty: 4159.994141
	Iteration 16Q: 3 clusters Score -576543.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -576553.562500 Penalty: 4159.994141
	Iteration 17Q: 3 clusters Score -576553.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -576568.562500 Penalty: 4159.994141
	Iteration 18Q: 3 clusters Score -576568.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -576579.375000 Penalty: 4159.994141
	Iteration 19Q: 3 clusters Score -576579.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -576581.687500 Penalty: 4159.994141
	Iteration 20F: 3 clusters Score -576581.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -576592.312500 Penalty: 4159.994141
	Iteration 21Q: 3 clusters Score -576592.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -576598.500000 Penalty: 4159.994141
	Iteration 22Q: 3 clusters Score -576598.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -576603.687500 Penalty: 4159.994141
	Iteration 23Q: 3 clusters Score -576603.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -576606.312500 Penalty: 4159.994141
	Iteration 24Q: 3 clusters Score -576606.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -576608.250000 Penalty: 4159.994141
	Iteration 25Q: 3 clusters Score -576608.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -576611.062500 Penalty: 4159.994141
	Iteration 26Q: 3 clusters Score -576611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -576612.000000 Penalty: 4159.994141
	Iteration 27Q: 3 clusters Score -576612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -576611.812500 Penalty: 4159.994141
	Iteration 28Q: 3 clusters Score -576611.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -576612.312500 Penalty: 4159.994141
	Iteration 29Q: 3 clusters Score -576612.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -576612.312500 Penalty: 4159.994141
	Iteration 30F: 3 clusters Score -576612.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Entering Unmasked Estep 
Score: -1586738.500000 Penalty: 2351.566162
	Iteration 0F: 2 clusters Score -1586738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1577106.625000 Penalty: 4703.132324
	Iteration 0F: 3 clusters Score -1577107 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1580311.750000 Penalty: 4703.132324
	Iteration 1F: 3 clusters Score -1580312 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1580856.750000 Penalty: 4703.132324
	Iteration 2F: 3 clusters Score -1580857 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1581422.125000 Penalty: 4703.132324
	Iteration 3F: 3 clusters Score -1581422 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1582060.000000 Penalty: 4703.132324
	Iteration 4F: 3 clusters Score -1582060 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1582763.500000 Penalty: 4703.132324
	Iteration 5F: 3 clusters Score -1582764 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1583326.375000 Penalty: 4703.132324
	Iteration 6F: 3 clusters Score -1583326 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1583754.250000 Penalty: 4703.132324
	Iteration 7Q: 3 clusters Score -1583754 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1584150.750000 Penalty: 4703.132324
	Iteration 8Q: 3 clusters Score -1584151 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1584467.625000 Penalty: 4703.132324
	Iteration 9Q: 3 clusters Score -1584468 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1584697.000000 Penalty: 4703.132324
	Iteration 10Q: 3 clusters Score -1584697 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1584874.750000 Penalty: 4703.132324
	Iteration 11Q: 3 clusters Score -1584875 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1585012.750000 Penalty: 4703.132324
	Iteration 12Q: 3 clusters Score -1585013 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1585120.500000 Penalty: 4703.132324
	Iteration 13Q: 3 clusters Score -1585120 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1585200.750000 Penalty: 4703.132324
	Iteration 14Q: 3 clusters Score -1585201 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1585267.125000 Penalty: 4703.132324
	Iteration 15Q: 3 clusters Score -1585267 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1585319.750000 Penalty: 4703.132324
	Iteration 16Q: 3 clusters Score -1585320 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1585371.625000 Penalty: 4703.132324
	Iteration 17Q: 3 clusters Score -1585372 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1585409.625000 Penalty: 4703.132324
	Iteration 18Q: 3 clusters Score -1585410 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1585448.875000 Penalty: 4703.132324
	Iteration 19Q: 3 clusters Score -1585449 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1585480.875000 Penalty: 4703.132324
	Iteration 20F: 3 clusters Score -1585481 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1585519.750000 Penalty: 4703.132324
	Iteration 21Q: 3 clusters Score -1585520 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1585556.375000 Penalty: 4703.132324
	Iteration 22Q: 3 clusters Score -1585556 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1585604.375000 Penalty: 4703.132324
	Iteration 23Q: 3 clusters Score -1585604 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1585649.625000 Penalty: 4703.132324
	Iteration 24Q: 3 clusters Score -1585650 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1585692.875000 Penalty: 4703.132324
	Iteration 25Q: 3 clusters Score -1585693 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1585735.875000 Penalty: 4703.132324
	Iteration 26Q: 3 clusters Score -1585736 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1585782.000000 Penalty: 4703.132324
	Iteration 27Q: 3 clusters Score -1585782 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1585829.750000 Penalty: 4703.132324
	Iteration 28Q: 3 clusters Score -1585830 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1585859.625000 Penalty: 4703.132324
	Iteration 29Q: 3 clusters Score -1585860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1585882.500000 Penalty: 4703.132324
	Iteration 30Q: 3 clusters Score -1585882 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1585914.250000 Penalty: 4703.132324
	Iteration 31Q: 3 clusters Score -1585914 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1585939.750000 Penalty: 4703.132324
	Iteration 32Q: 3 clusters Score -1585940 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1585976.375000 Penalty: 4703.132324
	Iteration 33Q: 3 clusters Score -1585976 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1585999.250000 Penalty: 4703.132324
	Iteration 34Q: 3 clusters Score -1585999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1586015.625000 Penalty: 4703.132324
	Iteration 35Q: 3 clusters Score -1586016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1586019.375000 Penalty: 4703.132324
	Iteration 36Q: 3 clusters Score -1586019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1586031.125000 Penalty: 4703.132324
	Iteration 37Q: 3 clusters Score -1586031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1586042.000000 Penalty: 4703.132324
	Iteration 38Q: 3 clusters Score -1586042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1586050.125000 Penalty: 4703.132324
	Iteration 39Q: 3 clusters Score -1586050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1586062.500000 Penalty: 4703.132324
	Iteration 40F: 3 clusters Score -1586062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1586072.750000 Penalty: 4703.132324
	Iteration 41Q: 3 clusters Score -1586073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1586087.750000 Penalty: 4703.132324
	Iteration 42Q: 3 clusters Score -1586088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1586095.000000 Penalty: 4703.132324
	Iteration 43Q: 3 clusters Score -1586095 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1586110.750000 Penalty: 4703.132324
	Iteration 44Q: 3 clusters Score -1586111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1586121.500000 Penalty: 4703.132324
	Iteration 45Q: 3 clusters Score -1586122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1586135.000000 Penalty: 4703.132324
	Iteration 46Q: 3 clusters Score -1586135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1586144.875000 Penalty: 4703.132324
	Iteration 47Q: 3 clusters Score -1586145 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1586158.000000 Penalty: 4703.132324
	Iteration 48Q: 3 clusters Score -1586158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1586172.125000 Penalty: 4703.132324
	Iteration 49Q: 3 clusters Score -1586172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1586197.000000 Penalty: 4703.132324
	Iteration 50Q: 3 clusters Score -1586197 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1586215.625000 Penalty: 4703.132324
	Iteration 51Q: 3 clusters Score -1586216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1586220.625000 Penalty: 4703.132324
	Iteration 52Q: 3 clusters Score -1586221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1586226.625000 Penalty: 4703.132324
	Iteration 53Q: 3 clusters Score -1586227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1586237.250000 Penalty: 4703.132324
	Iteration 54Q: 3 clusters Score -1586237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1586240.750000 Penalty: 4703.132324
	Iteration 55Q: 3 clusters Score -1586241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1586243.875000 Penalty: 4703.132324
	Iteration 56Q: 3 clusters Score -1586244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1586246.750000 Penalty: 4703.132324
	Iteration 57Q: 3 clusters Score -1586247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1586242.500000 Penalty: 4703.132324
	Iteration 58Q: 3 clusters Score -1586242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1586241.000000 Penalty: 4703.132324
	Iteration 59Q: 3 clusters Score -1586241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1586245.750000 Penalty: 4703.132324
	Iteration 60F: 3 clusters Score -1586246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1586246.750000 Penalty: 4703.132324
	Iteration 61Q: 3 clusters Score -1586247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1586245.000000 Penalty: 4703.132324
	Iteration 62Q: 3 clusters Score -1586245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1586243.375000 Penalty: 4703.132324
	Iteration 63Q: 3 clusters Score -1586243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1586245.625000 Penalty: 4703.132324
	Iteration 64Q: 3 clusters Score -1586246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1586247.750000 Penalty: 4703.132324
	Iteration 65Q: 3 clusters Score -1586248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1586249.125000 Penalty: 4703.132324
	Iteration 66Q: 3 clusters Score -1586249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1586248.375000 Penalty: 4703.132324
	Iteration 67Q: 3 clusters Score -1586248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1586248.375000 Penalty: 4703.132324
	Iteration 68F: 3 clusters Score -1586248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Entering Unmasked Estep 
Score: -635837.125000 Penalty: 2107.000488
	Iteration 0F: 2 clusters Score -635837.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -631331.062500 Penalty: 4214.000977
	Iteration 0F: 3 clusters Score -631331.1 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -632386.875000 Penalty: 4214.000977
	Iteration 1F: 3 clusters Score -632386.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -632572.000000 Penalty: 4214.000977
	Iteration 2F: 3 clusters Score -632572 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -632692.437500 Penalty: 4214.000977
	Iteration 3Q: 3 clusters Score -632692.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -632791.625000 Penalty: 4214.000977
	Iteration 4Q: 3 clusters Score -632791.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -632892.375000 Penalty: 4214.000977
	Iteration 5Q: 3 clusters Score -632892.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -632976.187500 Penalty: 4214.000977
	Iteration 6Q: 3 clusters Score -632976.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -633051.000000 Penalty: 4214.000977
	Iteration 7Q: 3 clusters Score -633051 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -633135.625000 Penalty: 4214.000977
	Iteration 8Q: 3 clusters Score -633135.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -633228.625000 Penalty: 4214.000977
	Iteration 9Q: 3 clusters Score -633228.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -633329.187500 Penalty: 4214.000977
	Iteration 10Q: 3 clusters Score -633329.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -633419.250000 Penalty: 4214.000977
	Iteration 11Q: 3 clusters Score -633419.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -633512.000000 Penalty: 4214.000977
	Iteration 12Q: 3 clusters Score -633512 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -633603.625000 Penalty: 4214.000977
	Iteration 13Q: 3 clusters Score -633603.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -633681.437500 Penalty: 4214.000977
	Iteration 14Q: 3 clusters Score -633681.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -633753.500000 Penalty: 4214.000977
	Iteration 15Q: 3 clusters Score -633753.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -633813.125000 Penalty: 4214.000977
	Iteration 16Q: 3 clusters Score -633813.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -633870.062500 Penalty: 4214.000977
	Iteration 17Q: 3 clusters Score -633870.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -633908.625000 Penalty: 4214.000977
	Iteration 18Q: 3 clusters Score -633908.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -633939.687500 Penalty: 4214.000977
	Iteration 19Q: 3 clusters Score -633939.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -633965.000000 Penalty: 4214.000977
	Iteration 20F: 3 clusters Score -633965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -633985.562500 Penalty: 4214.000977
	Iteration 21Q: 3 clusters Score -633985.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -634002.125000 Penalty: 4214.000977
	Iteration 22Q: 3 clusters Score -634002.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -634012.937500 Penalty: 4214.000977
	Iteration 23Q: 3 clusters Score -634012.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -634018.437500 Penalty: 4214.000977
	Iteration 24Q: 3 clusters Score -634018.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -634019.625000 Penalty: 4214.000977
	Iteration 25Q: 3 clusters Score -634019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -634021.937500 Penalty: 4214.000977
	Iteration 26Q: 3 clusters Score -634021.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -634023.000000 Penalty: 4214.000977
	Iteration 27Q: 3 clusters Score -634023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -634024.062500 Penalty: 4214.000977
	Iteration 28Q: 3 clusters Score -634024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -634024.062500 Penalty: 4214.000977
	Iteration 29F: 3 clusters Score -634024.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -261415.078125 Penalty: 1909.111206
	Iteration 0F: 2 clusters Score -261415.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -258704.937500 Penalty: 3818.222412
	Iteration 0F: 3 clusters Score -258704.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -259216.906250 Penalty: 3818.222412
	Iteration 1F: 3 clusters Score -259216.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -259361.640625 Penalty: 3818.222412
	Iteration 2F: 3 clusters Score -259361.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -259454.296875 Penalty: 3818.222412
	Iteration 3Q: 3 clusters Score -259454.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -259519.796875 Penalty: 3818.222412
	Iteration 4Q: 3 clusters Score -259519.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -259571.218750 Penalty: 3818.222412
	Iteration 5Q: 3 clusters Score -259571.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -259614.984375 Penalty: 3818.222412
	Iteration 6Q: 3 clusters Score -259615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -259662.625000 Penalty: 3818.222412
	Iteration 7Q: 3 clusters Score -259662.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -259709.484375 Penalty: 3818.222412
	Iteration 8Q: 3 clusters Score -259709.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -259758.000000 Penalty: 3818.222412
	Iteration 9Q: 3 clusters Score -259758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -259796.734375 Penalty: 3818.222412
	Iteration 10Q: 3 clusters Score -259796.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -259822.109375 Penalty: 3818.222412
	Iteration 11Q: 3 clusters Score -259822.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -259851.187500 Penalty: 3818.222412
	Iteration 12Q: 3 clusters Score -259851.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -259868.203125 Penalty: 3818.222412
	Iteration 13Q: 3 clusters Score -259868.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -259882.906250 Penalty: 3818.222412
	Iteration 14Q: 3 clusters Score -259882.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -259900.609375 Penalty: 3818.222412
	Iteration 15Q: 3 clusters Score -259900.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -259923.812500 Penalty: 3818.222412
	Iteration 16Q: 3 clusters Score -259923.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -259939.453125 Penalty: 3818.222412
	Iteration 17Q: 3 clusters Score -259939.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -259958.218750 Penalty: 3818.222412
	Iteration 18Q: 3 clusters Score -259958.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -259980.312500 Penalty: 3818.222412
	Iteration 19Q: 3 clusters Score -259980.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -259997.625000 Penalty: 3818.222412
	Iteration 20F: 3 clusters Score -259997.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -260014.281250 Penalty: 3818.222412
	Iteration 21Q: 3 clusters Score -260014.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -260024.234375 Penalty: 3818.222412
	Iteration 22Q: 3 clusters Score -260024.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -260035.484375 Penalty: 3818.222412
	Iteration 23Q: 3 clusters Score -260035.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -260039.984375 Penalty: 3818.222412
	Iteration 24Q: 3 clusters Score -260040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -260044.562500 Penalty: 3818.222412
	Iteration 25Q: 3 clusters Score -260044.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -260051.578125 Penalty: 3818.222412
	Iteration 26Q: 3 clusters Score -260051.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -260056.812500 Penalty: 3818.222412
	Iteration 27Q: 3 clusters Score -260056.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -260060.640625 Penalty: 3818.222412
	Iteration 28Q: 3 clusters Score -260060.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -260064.609375 Penalty: 3818.222412
	Iteration 29Q: 3 clusters Score -260064.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -260067.375000 Penalty: 3818.222412
	Iteration 30Q: 3 clusters Score -260067.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -260068.703125 Penalty: 3818.222412
	Iteration 31Q: 3 clusters Score -260068.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -260069.906250 Penalty: 3818.222412
	Iteration 32Q: 3 clusters Score -260069.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -260069.906250 Penalty: 3818.222412
	Iteration 33F: 3 clusters Score -260069.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -118190.187500 Penalty: 1736.534668
	Iteration 0F: 2 clusters Score -118190.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -116388.679688 Penalty: 3473.069336
	Iteration 0F: 3 clusters Score -116388.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -116996.718750 Penalty: 3473.069336
	Iteration 1F: 3 clusters Score -116996.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -117307.828125 Penalty: 3473.069336
	Iteration 2F: 3 clusters Score -117307.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -117552.117188 Penalty: 3473.069336
	Iteration 3F: 3 clusters Score -117552.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -117808.000000 Penalty: 3473.069336
	Iteration 4F: 3 clusters Score -117808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -117995.054688 Penalty: 3473.069336
	Iteration 5F: 3 clusters Score -117995.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -118114.468750 Penalty: 3473.069336
	Iteration 6Q: 3 clusters Score -118114.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -118171.023438 Penalty: 3473.069336
	Iteration 7Q: 3 clusters Score -118171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -118190.460938 Penalty: 3473.069336
	Iteration 8Q: 3 clusters Score -118190.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -118221.781250 Penalty: 3473.069336
	Iteration 9Q: 3 clusters Score -118221.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -118230.843750 Penalty: 3473.069336
	Iteration 10Q: 3 clusters Score -118230.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -118234.570312 Penalty: 3473.069336
	Iteration 11Q: 3 clusters Score -118234.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -118235.523438 Penalty: 3473.069336
	Iteration 12Q: 3 clusters Score -118235.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -118235.523438 Penalty: 3473.069336
	Iteration 13F: 3 clusters Score -118235.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 96377 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10974 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33570 members 
Mstep: Class 14 contains 2841 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4895 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9040 members 
Mstep: Class 34 contains 905 members 
Mstep: Class 35 contains 40185 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 426 members 
Mstep: Class 38 contains 809 members 
Entering Unmasked Estep 
Score: -73854416.000000 Penalty: 125054.460938
Splitting cluster 28 changes total score from -73853352.000000 to -73854416.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 29 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -295475.625000 Penalty: 1913.129272
	Iteration 0F: 2 clusters Score -295475.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -292721.156250 Penalty: 3826.258545
	Iteration 0F: 3 clusters Score -292721.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -293207.125000 Penalty: 3826.258545
	Iteration 1F: 3 clusters Score -293207.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -293337.531250 Penalty: 3826.258545
	Iteration 2F: 3 clusters Score -293337.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -293426.906250 Penalty: 3826.258545
	Iteration 3Q: 3 clusters Score -293426.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -293500.000000 Penalty: 3826.258545
	Iteration 4Q: 3 clusters Score -293500 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -293562.250000 Penalty: 3826.258545
	Iteration 5Q: 3 clusters Score -293562.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -293624.968750 Penalty: 3826.258545
	Iteration 6Q: 3 clusters Score -293625 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -293692.312500 Penalty: 3826.258545
	Iteration 7Q: 3 clusters Score -293692.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -293793.625000 Penalty: 3826.258545
	Iteration 8Q: 3 clusters Score -293793.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -293930.906250 Penalty: 3826.258545
	Iteration 9Q: 3 clusters Score -293930.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -294104.312500 Penalty: 3826.258545
	Iteration 10Q: 3 clusters Score -294104.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -294278.875000 Penalty: 3826.258545
	Iteration 11Q: 3 clusters Score -294278.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -294402.812500 Penalty: 3826.258545
	Iteration 12Q: 3 clusters Score -294402.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -294494.156250 Penalty: 3826.258545
	Iteration 13Q: 3 clusters Score -294494.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -294572.218750 Penalty: 3826.258545
	Iteration 14Q: 3 clusters Score -294572.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -294612.906250 Penalty: 3826.258545
	Iteration 15Q: 3 clusters Score -294612.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -294641.968750 Penalty: 3826.258545
	Iteration 16Q: 3 clusters Score -294642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -294675.000000 Penalty: 3826.258545
	Iteration 17Q: 3 clusters Score -294675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -294700.656250 Penalty: 3826.258545
	Iteration 18Q: 3 clusters Score -294700.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -294728.625000 Penalty: 3826.258545
	Iteration 19Q: 3 clusters Score -294728.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -294756.750000 Penalty: 3826.258545
	Iteration 20F: 3 clusters Score -294756.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -294800.625000 Penalty: 3826.258545
	Iteration 21Q: 3 clusters Score -294800.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -294839.718750 Penalty: 3826.258545
	Iteration 22Q: 3 clusters Score -294839.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -294864.187500 Penalty: 3826.258545
	Iteration 23Q: 3 clusters Score -294864.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -294875.000000 Penalty: 3826.258545
	Iteration 24Q: 3 clusters Score -294875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -294879.687500 Penalty: 3826.258545
	Iteration 25Q: 3 clusters Score -294879.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -294887.000000 Penalty: 3826.258545
	Iteration 26Q: 3 clusters Score -294887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -294888.468750 Penalty: 3826.258545
	Iteration 27Q: 3 clusters Score -294888.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -294889.750000 Penalty: 3826.258545
	Iteration 28Q: 3 clusters Score -294889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -294890.687500 Penalty: 3826.258545
	Iteration 29Q: 3 clusters Score -294890.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -294890.687500 Penalty: 3826.258545
	Iteration 30F: 3 clusters Score -294890.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -86845.742188 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -86845.74 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 383 members 
Entering Unmasked Estep 
Score: -85147.734375 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -85147.73 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -85532.054688 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -85532.05 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -85802.320312 Penalty: 3286.194580
	Iteration 2F: 3 clusters Score -85802.32 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -86020.843750 Penalty: 3286.194580
	Iteration 3F: 3 clusters Score -86020.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86162.484375 Penalty: 3286.194580
	Iteration 4Q: 3 clusters Score -86162.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -86316.804688 Penalty: 3286.194580
	Iteration 5Q: 3 clusters Score -86316.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -86637.421875 Penalty: 3286.194580
	Iteration 6Q: 3 clusters Score -86637.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -86887.093750 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -86887.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86953.000000 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -86953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86996.640625 Penalty: 3286.194580
	Iteration 9Q: 3 clusters Score -86996.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87026.203125 Penalty: 3286.194580
	Iteration 10Q: 3 clusters Score -87026.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87028.453125 Penalty: 3286.194580
	Iteration 11Q: 3 clusters Score -87028.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87035.156250 Penalty: 3286.194580
	Iteration 12Q: 3 clusters Score -87035.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87065.851562 Penalty: 3286.194580
	Iteration 13Q: 3 clusters Score -87065.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87118.875000 Penalty: 3286.194580
	Iteration 14Q: 3 clusters Score -87118.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87129.617188 Penalty: 3286.194580
	Iteration 15Q: 3 clusters Score -87129.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -87152.703125 Penalty: 3286.194580
	Iteration 16Q: 3 clusters Score -87152.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -87157.000000 Penalty: 3286.194580
	Iteration 17Q: 3 clusters Score -87157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -87157.000000 Penalty: 3286.194580
	Iteration 18F: 3 clusters Score -87157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 96377 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10974 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33570 members 
Mstep: Class 14 contains 2841 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4895 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 364 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9040 members 
Mstep: Class 34 contains 905 members 
Mstep: Class 35 contains 40185 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 426 members 
Mstep: Class 38 contains 809 members 
Mstep: Class 39 contains 390 members 
Entering Unmasked Estep 
Score: -73853040.000000 Penalty: 128345.367188
Splitting cluster 30 changes total score from -73853352.000000 to -73853040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (10312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Entering Unmasked Estep 
Score: -1307772.875000 Penalty: 2291.783691
	Iteration 0F: 2 clusters Score -1307773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1299981.750000 Penalty: 4583.567383
	Iteration 0F: 3 clusters Score -1299982 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1302320.125000 Penalty: 4583.567383
	Iteration 1F: 3 clusters Score -1302320 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1302642.000000 Penalty: 4583.567383
	Iteration 2F: 3 clusters Score -1302642 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1302879.250000 Penalty: 4583.567383
	Iteration 3F: 3 clusters Score -1302879 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1303056.625000 Penalty: 4583.567383
	Iteration 4Q: 3 clusters Score -1303057 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1303192.750000 Penalty: 4583.567383
	Iteration 5Q: 3 clusters Score -1303193 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1303313.625000 Penalty: 4583.567383
	Iteration 6Q: 3 clusters Score -1303314 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1303442.500000 Penalty: 4583.567383
	Iteration 7Q: 3 clusters Score -1303442 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1303584.125000 Penalty: 4583.567383
	Iteration 8Q: 3 clusters Score -1303584 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1303734.750000 Penalty: 4583.567383
	Iteration 9Q: 3 clusters Score -1303735 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1303896.000000 Penalty: 4583.567383
	Iteration 10Q: 3 clusters Score -1303896 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1304058.750000 Penalty: 4583.567383
	Iteration 11Q: 3 clusters Score -1304059 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1304204.750000 Penalty: 4583.567383
	Iteration 12Q: 3 clusters Score -1304205 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1304331.125000 Penalty: 4583.567383
	Iteration 13Q: 3 clusters Score -1304331 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1304463.750000 Penalty: 4583.567383
	Iteration 14Q: 3 clusters Score -1304464 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1304596.500000 Penalty: 4583.567383
	Iteration 15Q: 3 clusters Score -1304596 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1304761.500000 Penalty: 4583.567383
	Iteration 16Q: 3 clusters Score -1304762 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1304936.375000 Penalty: 4583.567383
	Iteration 17Q: 3 clusters Score -1304936 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1305091.000000 Penalty: 4583.567383
	Iteration 18Q: 3 clusters Score -1305091 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1305228.125000 Penalty: 4583.567383
	Iteration 19Q: 3 clusters Score -1305228 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1305378.000000 Penalty: 4583.567383
	Iteration 20F: 3 clusters Score -1305378 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1305498.250000 Penalty: 4583.567383
	Iteration 21Q: 3 clusters Score -1305498 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1305594.125000 Penalty: 4583.567383
	Iteration 22Q: 3 clusters Score -1305594 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1305673.750000 Penalty: 4583.567383
	Iteration 23Q: 3 clusters Score -1305674 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1305739.750000 Penalty: 4583.567383
	Iteration 24Q: 3 clusters Score -1305740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1305801.625000 Penalty: 4583.567383
	Iteration 25Q: 3 clusters Score -1305802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1305856.875000 Penalty: 4583.567383
	Iteration 26Q: 3 clusters Score -1305857 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1305906.625000 Penalty: 4583.567383
	Iteration 27Q: 3 clusters Score -1305907 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1305946.625000 Penalty: 4583.567383
	Iteration 28Q: 3 clusters Score -1305947 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1305976.875000 Penalty: 4583.567383
	Iteration 29Q: 3 clusters Score -1305977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1306006.250000 Penalty: 4583.567383
	Iteration 30Q: 3 clusters Score -1306006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1306022.000000 Penalty: 4583.567383
	Iteration 31Q: 3 clusters Score -1306022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1306038.875000 Penalty: 4583.567383
	Iteration 32Q: 3 clusters Score -1306039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1306057.000000 Penalty: 4583.567383
	Iteration 33Q: 3 clusters Score -1306057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1306071.750000 Penalty: 4583.567383
	Iteration 34Q: 3 clusters Score -1306072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1306085.125000 Penalty: 4583.567383
	Iteration 35Q: 3 clusters Score -1306085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1306093.250000 Penalty: 4583.567383
	Iteration 36Q: 3 clusters Score -1306093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1306102.625000 Penalty: 4583.567383
	Iteration 37Q: 3 clusters Score -1306103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1306116.875000 Penalty: 4583.567383
	Iteration 38Q: 3 clusters Score -1306117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1306119.375000 Penalty: 4583.567383
	Iteration 39Q: 3 clusters Score -1306119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1306122.750000 Penalty: 4583.567383
	Iteration 40F: 3 clusters Score -1306123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1306125.125000 Penalty: 4583.567383
	Iteration 41Q: 3 clusters Score -1306125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1306125.125000 Penalty: 4583.567383
	Iteration 42F: 3 clusters Score -1306125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Entering Unmasked Estep 
Score: -318581.125000 Penalty: 1936.866821
	Iteration 0F: 2 clusters Score -318581.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -315652.312500 Penalty: 3873.733643
	Iteration 0F: 3 clusters Score -315652.3 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -316214.625000 Penalty: 3873.733643
	Iteration 1F: 3 clusters Score -316214.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -316351.687500 Penalty: 3873.733643
	Iteration 2F: 3 clusters Score -316351.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -316427.218750 Penalty: 3873.733643
	Iteration 3Q: 3 clusters Score -316427.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -316478.281250 Penalty: 3873.733643
	Iteration 4Q: 3 clusters Score -316478.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -316519.062500 Penalty: 3873.733643
	Iteration 5Q: 3 clusters Score -316519.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -316538.093750 Penalty: 3873.733643
	Iteration 6Q: 3 clusters Score -316538.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -316555.968750 Penalty: 3873.733643
	Iteration 7Q: 3 clusters Score -316556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -316572.250000 Penalty: 3873.733643
	Iteration 8Q: 3 clusters Score -316572.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -316582.625000 Penalty: 3873.733643
	Iteration 9Q: 3 clusters Score -316582.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -316587.750000 Penalty: 3873.733643
	Iteration 10Q: 3 clusters Score -316587.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -316593.093750 Penalty: 3873.733643
	Iteration 11Q: 3 clusters Score -316593.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -316593.843750 Penalty: 3873.733643
	Iteration 12Q: 3 clusters Score -316593.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -316595.093750 Penalty: 3873.733643
	Iteration 13Q: 3 clusters Score -316595.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -316596.562500 Penalty: 3873.733643
	Iteration 14Q: 3 clusters Score -316596.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -316597.218750 Penalty: 3873.733643
	Iteration 15Q: 3 clusters Score -316597.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -316599.593750 Penalty: 3873.733643
	Iteration 16Q: 3 clusters Score -316599.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -316601.750000 Penalty: 3873.733643
	Iteration 17Q: 3 clusters Score -316601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -316603.375000 Penalty: 3873.733643
	Iteration 18Q: 3 clusters Score -316603.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -316604.000000 Penalty: 3873.733643
	Iteration 19Q: 3 clusters Score -316604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -316605.375000 Penalty: 3873.733643
	Iteration 20F: 3 clusters Score -316605.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -316608.781250 Penalty: 3873.733643
	Iteration 21Q: 3 clusters Score -316608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -316611.000000 Penalty: 3873.733643
	Iteration 22Q: 3 clusters Score -316611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -316613.562500 Penalty: 3873.733643
	Iteration 23Q: 3 clusters Score -316613.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -316615.843750 Penalty: 3873.733643
	Iteration 24Q: 3 clusters Score -316615.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -316616.531250 Penalty: 3873.733643
	Iteration 25Q: 3 clusters Score -316616.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -316616.531250 Penalty: 3873.733643
	Iteration 26F: 3 clusters Score -316616.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Entering Unmasked Estep 
Score: -1108031.000000 Penalty: 2259.134766
	Iteration 0F: 2 clusters Score -1108031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1100975.250000 Penalty: 4518.269531
	Iteration 0F: 3 clusters Score -1100975 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1103094.625000 Penalty: 4518.269531
	Iteration 1F: 3 clusters Score -1103095 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1103529.750000 Penalty: 4518.269531
	Iteration 2F: 3 clusters Score -1103530 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1103878.375000 Penalty: 4518.269531
	Iteration 3F: 3 clusters Score -1103878 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1104182.750000 Penalty: 4518.269531
	Iteration 4F: 3 clusters Score -1104183 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1104426.125000 Penalty: 4518.269531
	Iteration 5Q: 3 clusters Score -1104426 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1104638.000000 Penalty: 4518.269531
	Iteration 6Q: 3 clusters Score -1104638 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1104805.875000 Penalty: 4518.269531
	Iteration 7Q: 3 clusters Score -1104806 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1104949.375000 Penalty: 4518.269531
	Iteration 8Q: 3 clusters Score -1104949 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1105079.625000 Penalty: 4518.269531
	Iteration 9Q: 3 clusters Score -1105080 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1105203.625000 Penalty: 4518.269531
	Iteration 10Q: 3 clusters Score -1105204 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1105355.250000 Penalty: 4518.269531
	Iteration 11Q: 3 clusters Score -1105355 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1105513.750000 Penalty: 4518.269531
	Iteration 12Q: 3 clusters Score -1105514 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1105669.500000 Penalty: 4518.269531
	Iteration 13Q: 3 clusters Score -1105670 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1105826.750000 Penalty: 4518.269531
	Iteration 14Q: 3 clusters Score -1105827 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1105958.500000 Penalty: 4518.269531
	Iteration 15Q: 3 clusters Score -1105958 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1106072.625000 Penalty: 4518.269531
	Iteration 16Q: 3 clusters Score -1106073 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1106162.375000 Penalty: 4518.269531
	Iteration 17Q: 3 clusters Score -1106162 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1106252.125000 Penalty: 4518.269531
	Iteration 18Q: 3 clusters Score -1106252 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1106344.375000 Penalty: 4518.269531
	Iteration 19Q: 3 clusters Score -1106344 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1106431.000000 Penalty: 4518.269531
	Iteration 20F: 3 clusters Score -1106431 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1106507.125000 Penalty: 4518.269531
	Iteration 21Q: 3 clusters Score -1106507 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1106555.750000 Penalty: 4518.269531
	Iteration 22Q: 3 clusters Score -1106556 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1106594.875000 Penalty: 4518.269531
	Iteration 23Q: 3 clusters Score -1106595 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1106621.000000 Penalty: 4518.269531
	Iteration 24Q: 3 clusters Score -1106621 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1106639.500000 Penalty: 4518.269531
	Iteration 25Q: 3 clusters Score -1106640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1106649.750000 Penalty: 4518.269531
	Iteration 26Q: 3 clusters Score -1106650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1106659.875000 Penalty: 4518.269531
	Iteration 27Q: 3 clusters Score -1106660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1106669.500000 Penalty: 4518.269531
	Iteration 28Q: 3 clusters Score -1106670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1106678.125000 Penalty: 4518.269531
	Iteration 29Q: 3 clusters Score -1106678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1106689.000000 Penalty: 4518.269531
	Iteration 30Q: 3 clusters Score -1106689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1106699.000000 Penalty: 4518.269531
	Iteration 31Q: 3 clusters Score -1106699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1106706.125000 Penalty: 4518.269531
	Iteration 32Q: 3 clusters Score -1106706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1106712.000000 Penalty: 4518.269531
	Iteration 33Q: 3 clusters Score -1106712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1106724.000000 Penalty: 4518.269531
	Iteration 34Q: 3 clusters Score -1106724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1106733.000000 Penalty: 4518.269531
	Iteration 35Q: 3 clusters Score -1106733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1106737.750000 Penalty: 4518.269531
	Iteration 36Q: 3 clusters Score -1106738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1106742.125000 Penalty: 4518.269531
	Iteration 37Q: 3 clusters Score -1106742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1106746.750000 Penalty: 4518.269531
	Iteration 38Q: 3 clusters Score -1106747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1106749.750000 Penalty: 4518.269531
	Iteration 39Q: 3 clusters Score -1106750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1106750.000000 Penalty: 4518.269531
	Iteration 40F: 3 clusters Score -1106750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1106753.500000 Penalty: 4518.269531
	Iteration 41Q: 3 clusters Score -1106754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1106756.500000 Penalty: 4518.269531
	Iteration 42Q: 3 clusters Score -1106756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1106757.375000 Penalty: 4518.269531
	Iteration 43Q: 3 clusters Score -1106757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1106758.500000 Penalty: 4518.269531
	Iteration 44Q: 3 clusters Score -1106758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1106757.875000 Penalty: 4518.269531
	Iteration 45Q: 3 clusters Score -1106758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1106757.625000 Penalty: 4518.269531
	Iteration 46Q: 3 clusters Score -1106758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1106757.625000 Penalty: 4518.269531
	Iteration 47F: 3 clusters Score -1106758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -108455.000000 Penalty: 1688.367798
	Iteration 0F: 2 clusters Score -108455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -106635.000000 Penalty: 3376.735596
	Iteration 0F: 3 clusters Score -106635 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -106977.632812 Penalty: 3376.735596
	Iteration 1F: 3 clusters Score -106977.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -107168.609375 Penalty: 3376.735596
	Iteration 2F: 3 clusters Score -107168.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -107288.117188 Penalty: 3376.735596
	Iteration 3F: 3 clusters Score -107288.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -107506.078125 Penalty: 3376.735596
	Iteration 4F: 3 clusters Score -107506.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -107894.382812 Penalty: 3376.735596
	Iteration 5F: 3 clusters Score -107894.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -108178.109375 Penalty: 3376.735596
	Iteration 6F: 3 clusters Score -108178.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -108464.492188 Penalty: 3376.735596
	Iteration 7Q: 3 clusters Score -108464.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -108833.117188 Penalty: 3376.735596
	Iteration 8Q: 3 clusters Score -108833.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -109081.164062 Penalty: 3376.735596
	Iteration 9Q: 3 clusters Score -109081.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -109375.250000 Penalty: 3376.735596
	Iteration 10Q: 3 clusters Score -109375.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -109710.156250 Penalty: 3376.735596
	Iteration 11Q: 3 clusters Score -109710.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -109808.328125 Penalty: 3376.735596
	Iteration 12Q: 3 clusters Score -109808.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -109819.539062 Penalty: 3376.735596
	Iteration 13Q: 3 clusters Score -109819.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -109819.539062 Penalty: 3376.735596
	Iteration 14F: 3 clusters Score -109819.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 96377 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10974 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33570 members 
Mstep: Class 14 contains 2841 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4895 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9040 members 
Mstep: Class 34 contains 377 members 
Mstep: Class 35 contains 40185 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 426 members 
Mstep: Class 38 contains 809 members 
Mstep: Class 39 contains 528 members 
Entering Unmasked Estep 
Score: -73854176.000000 Penalty: 128345.367188
Splitting cluster 34 changes total score from -73853352.000000 to -73854176.000000
So it's getting split into cluster 39.
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 96377 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22373 members 
Mstep: Class 6 contains 125754 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 36638 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10974 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33570 members 
Mstep: Class 14 contains 2841 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 26454 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13542 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13123 members 
Mstep: Class 26 contains 4895 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 2240 members 
Mstep: Class 30 contains 754 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2465 members 
Mstep: Class 33 contains 9040 members 
Mstep: Class 34 contains 377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856480.000000 Penalty: 128345.367188
Iteration 158F: 40 clusters Score -7.385648e+07 nChanged 4374
Entering ConstructFrom: 
Score: -73856480.000000 Penalty: 128345.367188
Entering ConstructFrom: 
Trying to split cluster 1 (21442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Entering Unmasked Estep 
Score: -2774764.250000 Penalty: 2473.330566
	Iteration 0F: 2 clusters Score -2774764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2759806.500000 Penalty: 4946.661133
	Iteration 0F: 3 clusters Score -2759806 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2764849.250000 Penalty: 4946.661133
	Iteration 1F: 3 clusters Score -2764849 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2765433.500000 Penalty: 4946.661133
	Iteration 2F: 3 clusters Score -2765434 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2766189.250000 Penalty: 4946.661133
	Iteration 3F: 3 clusters Score -2766189 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2767068.250000 Penalty: 4946.661133
	Iteration 4F: 3 clusters Score -2767068 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2767975.250000 Penalty: 4946.661133
	Iteration 5F: 3 clusters Score -2767975 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2768764.250000 Penalty: 4946.661133
	Iteration 6F: 3 clusters Score -2768764 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2769380.750000 Penalty: 4946.661133
	Iteration 7Q: 3 clusters Score -2769381 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2769899.500000 Penalty: 4946.661133
	Iteration 8Q: 3 clusters Score -2769900 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2770314.500000 Penalty: 4946.661133
	Iteration 9Q: 3 clusters Score -2770314 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2770698.250000 Penalty: 4946.661133
	Iteration 10Q: 3 clusters Score -2770698 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2771018.250000 Penalty: 4946.661133
	Iteration 11Q: 3 clusters Score -2771018 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2771294.000000 Penalty: 4946.661133
	Iteration 12Q: 3 clusters Score -2771294 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2771553.250000 Penalty: 4946.661133
	Iteration 13Q: 3 clusters Score -2771553 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2771738.250000 Penalty: 4946.661133
	Iteration 14Q: 3 clusters Score -2771738 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2771904.000000 Penalty: 4946.661133
	Iteration 15Q: 3 clusters Score -2771904 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2772052.000000 Penalty: 4946.661133
	Iteration 16Q: 3 clusters Score -2772052 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2772190.250000 Penalty: 4946.661133
	Iteration 17Q: 3 clusters Score -2772190 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2772308.000000 Penalty: 4946.661133
	Iteration 18Q: 3 clusters Score -2772308 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2772397.750000 Penalty: 4946.661133
	Iteration 19Q: 3 clusters Score -2772398 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2772487.000000 Penalty: 4946.661133
	Iteration 20F: 3 clusters Score -2772487 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2772565.000000 Penalty: 4946.661133
	Iteration 21Q: 3 clusters Score -2772565 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2772631.500000 Penalty: 4946.661133
	Iteration 22Q: 3 clusters Score -2772632 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2772709.500000 Penalty: 4946.661133
	Iteration 23Q: 3 clusters Score -2772710 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2772768.750000 Penalty: 4946.661133
	Iteration 24Q: 3 clusters Score -2772769 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2772806.250000 Penalty: 4946.661133
	Iteration 25Q: 3 clusters Score -2772806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2772837.500000 Penalty: 4946.661133
	Iteration 26Q: 3 clusters Score -2772838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2772876.750000 Penalty: 4946.661133
	Iteration 27Q: 3 clusters Score -2772877 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2772904.250000 Penalty: 4946.661133
	Iteration 28Q: 3 clusters Score -2772904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2772934.500000 Penalty: 4946.661133
	Iteration 29Q: 3 clusters Score -2772934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2772953.000000 Penalty: 4946.661133
	Iteration 30Q: 3 clusters Score -2772953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2772964.750000 Penalty: 4946.661133
	Iteration 31Q: 3 clusters Score -2772965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2772976.500000 Penalty: 4946.661133
	Iteration 32Q: 3 clusters Score -2772976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2772984.500000 Penalty: 4946.661133
	Iteration 33Q: 3 clusters Score -2772984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2772989.750000 Penalty: 4946.661133
	Iteration 34Q: 3 clusters Score -2772990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2772993.500000 Penalty: 4946.661133
	Iteration 35Q: 3 clusters Score -2772994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2772991.500000 Penalty: 4946.661133
	Iteration 36Q: 3 clusters Score -2772992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2772999.750000 Penalty: 4946.661133
	Iteration 37Q: 3 clusters Score -2773000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2773008.500000 Penalty: 4946.661133
	Iteration 38Q: 3 clusters Score -2773008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2773010.250000 Penalty: 4946.661133
	Iteration 39Q: 3 clusters Score -2773010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2773014.500000 Penalty: 4946.661133
	Iteration 40F: 3 clusters Score -2773014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2773015.750000 Penalty: 4946.661133
	Iteration 41Q: 3 clusters Score -2773016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2773020.000000 Penalty: 4946.661133
	Iteration 42Q: 3 clusters Score -2773020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2773021.250000 Penalty: 4946.661133
	Iteration 43Q: 3 clusters Score -2773021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2773022.500000 Penalty: 4946.661133
	Iteration 44Q: 3 clusters Score -2773022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2773020.750000 Penalty: 4946.661133
	Iteration 45Q: 3 clusters Score -2773021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2773017.750000 Penalty: 4946.661133
	Iteration 46Q: 3 clusters Score -2773018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2773017.750000 Penalty: 4946.661133
	Iteration 47Q: 3 clusters Score -2773018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2773017.750000 Penalty: 4946.661133
	Iteration 48F: 3 clusters Score -2773018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Entering Unmasked Estep 
Score: -3591897.250000 Penalty: 2530.021973
	Iteration 0F: 2 clusters Score -3591897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3573306.000000 Penalty: 5060.043945
	Iteration 0F: 3 clusters Score -3573306 nChanged 12126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -3580185.000000 Penalty: 5060.043945
	Iteration 1F: 3 clusters Score -3580185 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -3580891.000000 Penalty: 5060.043945
	Iteration 2F: 3 clusters Score -3580891 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -3581425.750000 Penalty: 5060.043945
	Iteration 3F: 3 clusters Score -3581426 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -3581861.000000 Penalty: 5060.043945
	Iteration 4Q: 3 clusters Score -3581861 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3582240.500000 Penalty: 5060.043945
	Iteration 5Q: 3 clusters Score -3582240 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -3582542.250000 Penalty: 5060.043945
	Iteration 6Q: 3 clusters Score -3582542 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -3582834.000000 Penalty: 5060.043945
	Iteration 7Q: 3 clusters Score -3582834 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -3583124.250000 Penalty: 5060.043945
	Iteration 8Q: 3 clusters Score -3583124 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -3583460.250000 Penalty: 5060.043945
	Iteration 9Q: 3 clusters Score -3583460 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -3583899.000000 Penalty: 5060.043945
	Iteration 10Q: 3 clusters Score -3583899 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -3584442.250000 Penalty: 5060.043945
	Iteration 11Q: 3 clusters Score -3584442 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -3585196.250000 Penalty: 5060.043945
	Iteration 12Q: 3 clusters Score -3585196 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -3586162.250000 Penalty: 5060.043945
	Iteration 13F: 3 clusters Score -3586162 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3587239.000000 Penalty: 5060.043945
	Iteration 14F: 3 clusters Score -3587239 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3588172.000000 Penalty: 5060.043945
	Iteration 15Q: 3 clusters Score -3588172 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3588794.750000 Penalty: 5060.043945
	Iteration 16Q: 3 clusters Score -3588795 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3589166.000000 Penalty: 5060.043945
	Iteration 17Q: 3 clusters Score -3589166 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3589396.250000 Penalty: 5060.043945
	Iteration 18Q: 3 clusters Score -3589396 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3589533.500000 Penalty: 5060.043945
	Iteration 19Q: 3 clusters Score -3589534 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3589614.500000 Penalty: 5060.043945
	Iteration 20F: 3 clusters Score -3589614 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3589678.000000 Penalty: 5060.043945
	Iteration 21Q: 3 clusters Score -3589678 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3589726.750000 Penalty: 5060.043945
	Iteration 22Q: 3 clusters Score -3589727 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3589753.750000 Penalty: 5060.043945
	Iteration 23Q: 3 clusters Score -3589754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3589774.000000 Penalty: 5060.043945
	Iteration 24Q: 3 clusters Score -3589774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3589795.750000 Penalty: 5060.043945
	Iteration 25Q: 3 clusters Score -3589796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3589820.750000 Penalty: 5060.043945
	Iteration 26Q: 3 clusters Score -3589821 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3589836.000000 Penalty: 5060.043945
	Iteration 27Q: 3 clusters Score -3589836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3589844.000000 Penalty: 5060.043945
	Iteration 28Q: 3 clusters Score -3589844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3589852.000000 Penalty: 5060.043945
	Iteration 29Q: 3 clusters Score -3589852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3589859.750000 Penalty: 5060.043945
	Iteration 30Q: 3 clusters Score -3589860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3589866.250000 Penalty: 5060.043945
	Iteration 31Q: 3 clusters Score -3589866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3589866.250000 Penalty: 5060.043945
	Iteration 32Q: 3 clusters Score -3589866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3589875.250000 Penalty: 5060.043945
	Iteration 33Q: 3 clusters Score -3589875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3589875.750000 Penalty: 5060.043945
	Iteration 34Q: 3 clusters Score -3589876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3589882.250000 Penalty: 5060.043945
	Iteration 35Q: 3 clusters Score -3589882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3589881.250000 Penalty: 5060.043945
	Iteration 36Q: 3 clusters Score -3589881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3589884.750000 Penalty: 5060.043945
	Iteration 37Q: 3 clusters Score -3589885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3589891.500000 Penalty: 5060.043945
	Iteration 38Q: 3 clusters Score -3589892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3589891.000000 Penalty: 5060.043945
	Iteration 39Q: 3 clusters Score -3589891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3589896.750000 Penalty: 5060.043945
	Iteration 40F: 3 clusters Score -3589897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3589893.250000 Penalty: 5060.043945
	Iteration 41Q: 3 clusters Score -3589893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3589896.250000 Penalty: 5060.043945
	Iteration 42Q: 3 clusters Score -3589896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3589895.500000 Penalty: 5060.043945
	Iteration 43Q: 3 clusters Score -3589896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3589896.500000 Penalty: 5060.043945
	Iteration 44Q: 3 clusters Score -3589896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3589896.250000 Penalty: 5060.043945
	Iteration 45Q: 3 clusters Score -3589896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3589896.500000 Penalty: 5060.043945
	Iteration 46Q: 3 clusters Score -3589896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3589896.500000 Penalty: 5060.043945
	Iteration 47Q: 3 clusters Score -3589896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3589897.250000 Penalty: 5060.043945
	Iteration 48Q: 3 clusters Score -3589897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3589897.250000 Penalty: 5060.043945
	Iteration 49Q: 3 clusters Score -3589897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3589897.500000 Penalty: 5060.043945
	Iteration 50Q: 3 clusters Score -3589898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3589902.250000 Penalty: 5060.043945
	Iteration 51Q: 3 clusters Score -3589902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3589907.500000 Penalty: 5060.043945
	Iteration 52Q: 3 clusters Score -3589908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3589903.250000 Penalty: 5060.043945
	Iteration 53Q: 3 clusters Score -3589903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3589903.500000 Penalty: 5060.043945
	Iteration 54Q: 3 clusters Score -3589904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3589903.750000 Penalty: 5060.043945
	Iteration 55Q: 3 clusters Score -3589904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3589903.750000 Penalty: 5060.043945
	Iteration 56F: 3 clusters Score -3589904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (96578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96578 members 
Entering Unmasked Estep 
Score: -12702060.000000 Penalty: 2846.570312
	Iteration 0F: 2 clusters Score -1.270206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -12637361.000000 Penalty: 5693.140625
	Iteration 0F: 3 clusters Score -1.263736e+07 nChanged 45661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -12663285.000000 Penalty: 5693.140625
	Iteration 1F: 3 clusters Score -1.266328e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -12663990.000000 Penalty: 5693.140625
	Iteration 2Q: 3 clusters Score -1.266399e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -12664735.000000 Penalty: 5693.140625
	Iteration 3Q: 3 clusters Score -1.266474e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -12665557.000000 Penalty: 5693.140625
	Iteration 4Q: 3 clusters Score -1.266556e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -12666537.000000 Penalty: 5693.140625
	Iteration 5Q: 3 clusters Score -1.266654e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -12667520.000000 Penalty: 5693.140625
	Iteration 6Q: 3 clusters Score -1.266752e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -12668897.000000 Penalty: 5693.140625
	Iteration 7Q: 3 clusters Score -1.26689e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -12670854.000000 Penalty: 5693.140625
	Iteration 8Q: 3 clusters Score -1.267085e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -12673503.000000 Penalty: 5693.140625
	Iteration 9Q: 3 clusters Score -1.26735e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63371 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -12676655.000000 Penalty: 5693.140625
	Iteration 10F: 3 clusters Score -1.267666e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67920 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -12680247.000000 Penalty: 5693.140625
	Iteration 11F: 3 clusters Score -1.268025e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -12684232.000000 Penalty: 5693.140625
	Iteration 12F: 3 clusters Score -1.268423e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77834 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -12687802.000000 Penalty: 5693.140625
	Iteration 13F: 3 clusters Score -1.26878e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82284 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -12690918.000000 Penalty: 5693.140625
	Iteration 14Q: 3 clusters Score -1.269092e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -12693509.000000 Penalty: 5693.140625
	Iteration 15Q: 3 clusters Score -1.269351e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89123 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -12695485.000000 Penalty: 5693.140625
	Iteration 16Q: 3 clusters Score -1.269548e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91444 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -12696918.000000 Penalty: 5693.140625
	Iteration 17Q: 3 clusters Score -1.269692e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93039 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -12697883.000000 Penalty: 5693.140625
	Iteration 18Q: 3 clusters Score -1.269788e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -12698551.000000 Penalty: 5693.140625
	Iteration 19Q: 3 clusters Score -1.269855e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94715 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -12698925.000000 Penalty: 5693.140625
	Iteration 20F: 3 clusters Score -1.269892e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95116 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -12699164.000000 Penalty: 5693.140625
	Iteration 21Q: 3 clusters Score -1.269916e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95340 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -12699284.000000 Penalty: 5693.140625
	Iteration 22Q: 3 clusters Score -1.269928e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95501 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -12699396.000000 Penalty: 5693.140625
	Iteration 23Q: 3 clusters Score -1.26994e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95600 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12699480.000000 Penalty: 5693.140625
	Iteration 24Q: 3 clusters Score -1.269948e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95662 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12699517.000000 Penalty: 5693.140625
	Iteration 25Q: 3 clusters Score -1.269952e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95709 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -12699557.000000 Penalty: 5693.140625
	Iteration 26Q: 3 clusters Score -1.269956e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95757 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -12699601.000000 Penalty: 5693.140625
	Iteration 27Q: 3 clusters Score -1.26996e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95788 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -12699618.000000 Penalty: 5693.140625
	Iteration 28Q: 3 clusters Score -1.269962e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -12699612.000000 Penalty: 5693.140625
	Iteration 29Q: 3 clusters Score -1.269961e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95836 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -12699633.000000 Penalty: 5693.140625
	Iteration 30Q: 3 clusters Score -1.269963e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95855 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -12699648.000000 Penalty: 5693.140625
	Iteration 31Q: 3 clusters Score -1.269965e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95868 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -12699680.000000 Penalty: 5693.140625
	Iteration 32Q: 3 clusters Score -1.269968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -12699682.000000 Penalty: 5693.140625
	Iteration 33Q: 3 clusters Score -1.269968e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95889 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -12699692.000000 Penalty: 5693.140625
	Iteration 34Q: 3 clusters Score -1.269969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -12699696.000000 Penalty: 5693.140625
	Iteration 35Q: 3 clusters Score -1.26997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95891 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -12699712.000000 Penalty: 5693.140625
	Iteration 36Q: 3 clusters Score -1.269971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95895 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12699710.000000 Penalty: 5693.140625
	Iteration 37Q: 3 clusters Score -1.269971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95899 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12699711.000000 Penalty: 5693.140625
	Iteration 38Q: 3 clusters Score -1.269971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -12699718.000000 Penalty: 5693.140625
	Iteration 39Q: 3 clusters Score -1.269972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -12699725.000000 Penalty: 5693.140625
	Iteration 40F: 3 clusters Score -1.269972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95904 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -12699718.000000 Penalty: 5693.140625
	Iteration 41Q: 3 clusters Score -1.269972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95906 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12699728.000000 Penalty: 5693.140625
	Iteration 42Q: 3 clusters Score -1.269973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95908 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -12699731.000000 Penalty: 5693.140625
	Iteration 43Q: 3 clusters Score -1.269973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95912 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -12699735.000000 Penalty: 5693.140625
	Iteration 44Q: 3 clusters Score -1.269974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95914 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -12699739.000000 Penalty: 5693.140625
	Iteration 45Q: 3 clusters Score -1.269974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95919 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -12699744.000000 Penalty: 5693.140625
	Iteration 46Q: 3 clusters Score -1.269974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95924 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -12699738.000000 Penalty: 5693.140625
	Iteration 47Q: 3 clusters Score -1.269974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95927 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -12699738.000000 Penalty: 5693.140625
	Iteration 48Q: 3 clusters Score -1.269974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -12699736.000000 Penalty: 5693.140625
	Iteration 49Q: 3 clusters Score -1.269974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95931 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -12699748.000000 Penalty: 5693.140625
	Iteration 50Q: 3 clusters Score -1.269975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95933 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -12699751.000000 Penalty: 5693.140625
	Iteration 51Q: 3 clusters Score -1.269975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95934 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -12699743.000000 Penalty: 5693.140625
	Iteration 52Q: 3 clusters Score -1.269974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95934 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -12699743.000000 Penalty: 5693.140625
	Iteration 53F: 3 clusters Score -1.269974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Entering Unmasked Estep 
Score: -723175.125000 Penalty: 2136.666016
	Iteration 0F: 2 clusters Score -723175.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -718261.125000 Penalty: 4273.332031
	Iteration 0F: 3 clusters Score -718261.1 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -719524.750000 Penalty: 4273.332031
	Iteration 1F: 3 clusters Score -719524.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -719761.062500 Penalty: 4273.332031
	Iteration 2F: 3 clusters Score -719761.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -719951.875000 Penalty: 4273.332031
	Iteration 3F: 3 clusters Score -719951.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -720145.375000 Penalty: 4273.332031
	Iteration 4Q: 3 clusters Score -720145.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -720370.375000 Penalty: 4273.332031
	Iteration 5Q: 3 clusters Score -720370.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -720581.875000 Penalty: 4273.332031
	Iteration 6Q: 3 clusters Score -720581.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -720855.500000 Penalty: 4273.332031
	Iteration 7Q: 3 clusters Score -720855.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -721185.125000 Penalty: 4273.332031
	Iteration 8F: 3 clusters Score -721185.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -721514.062500 Penalty: 4273.332031
	Iteration 9F: 3 clusters Score -721514.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -721779.312500 Penalty: 4273.332031
	Iteration 10Q: 3 clusters Score -721779.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -721976.375000 Penalty: 4273.332031
	Iteration 11Q: 3 clusters Score -721976.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -722113.000000 Penalty: 4273.332031
	Iteration 12Q: 3 clusters Score -722113 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -722178.625000 Penalty: 4273.332031
	Iteration 13Q: 3 clusters Score -722178.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -722215.125000 Penalty: 4273.332031
	Iteration 14Q: 3 clusters Score -722215.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -722236.625000 Penalty: 4273.332031
	Iteration 15Q: 3 clusters Score -722236.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -722245.937500 Penalty: 4273.332031
	Iteration 16Q: 3 clusters Score -722245.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -722257.000000 Penalty: 4273.332031
	Iteration 17Q: 3 clusters Score -722257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -722264.750000 Penalty: 4273.332031
	Iteration 18Q: 3 clusters Score -722264.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -722270.437500 Penalty: 4273.332031
	Iteration 19Q: 3 clusters Score -722270.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -722277.937500 Penalty: 4273.332031
	Iteration 20F: 3 clusters Score -722277.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -722280.375000 Penalty: 4273.332031
	Iteration 21Q: 3 clusters Score -722280.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -722285.250000 Penalty: 4273.332031
	Iteration 22Q: 3 clusters Score -722285.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -722286.250000 Penalty: 4273.332031
	Iteration 23Q: 3 clusters Score -722286.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -722288.312500 Penalty: 4273.332031
	Iteration 24Q: 3 clusters Score -722288.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -722288.625000 Penalty: 4273.332031
	Iteration 25Q: 3 clusters Score -722288.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -722288.937500 Penalty: 4273.332031
	Iteration 26Q: 3 clusters Score -722288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -722289.000000 Penalty: 4273.332031
	Iteration 27Q: 3 clusters Score -722289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -722289.062500 Penalty: 4273.332031
	Iteration 28Q: 3 clusters Score -722289.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -722289.062500 Penalty: 4273.332031
	Iteration 29F: 3 clusters Score -722289.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Entering Unmasked Estep 
Score: -2881810.750000 Penalty: 2483.649658
	Iteration 0F: 2 clusters Score -2881811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2866106.000000 Penalty: 4967.299316
	Iteration 0F: 3 clusters Score -2866106 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2871633.500000 Penalty: 4967.299316
	Iteration 1F: 3 clusters Score -2871634 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2872179.500000 Penalty: 4967.299316
	Iteration 2F: 3 clusters Score -2872180 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2872839.000000 Penalty: 4967.299316
	Iteration 3F: 3 clusters Score -2872839 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2873834.750000 Penalty: 4967.299316
	Iteration 4F: 3 clusters Score -2873835 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2875144.750000 Penalty: 4967.299316
	Iteration 5F: 3 clusters Score -2875145 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2876660.750000 Penalty: 4967.299316
	Iteration 6F: 3 clusters Score -2876661 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2878087.250000 Penalty: 4967.299316
	Iteration 7F: 3 clusters Score -2878087 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2879261.500000 Penalty: 4967.299316
	Iteration 8Q: 3 clusters Score -2879262 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2880131.000000 Penalty: 4967.299316
	Iteration 9Q: 3 clusters Score -2880131 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2880635.750000 Penalty: 4967.299316
	Iteration 10Q: 3 clusters Score -2880636 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2880867.750000 Penalty: 4967.299316
	Iteration 11Q: 3 clusters Score -2880868 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2880973.500000 Penalty: 4967.299316
	Iteration 12Q: 3 clusters Score -2880974 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2881014.000000 Penalty: 4967.299316
	Iteration 13Q: 3 clusters Score -2881014 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2881037.000000 Penalty: 4967.299316
	Iteration 14Q: 3 clusters Score -2881037 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2881051.500000 Penalty: 4967.299316
	Iteration 15Q: 3 clusters Score -2881052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2881055.500000 Penalty: 4967.299316
	Iteration 16Q: 3 clusters Score -2881056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2881056.000000 Penalty: 4967.299316
	Iteration 17Q: 3 clusters Score -2881056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2881062.250000 Penalty: 4967.299316
	Iteration 18Q: 3 clusters Score -2881062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2881062.000000 Penalty: 4967.299316
	Iteration 19Q: 3 clusters Score -2881062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2881066.750000 Penalty: 4967.299316
	Iteration 20F: 3 clusters Score -2881067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2881067.750000 Penalty: 4967.299316
	Iteration 21Q: 3 clusters Score -2881068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2881066.250000 Penalty: 4967.299316
	Iteration 22Q: 3 clusters Score -2881066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2881066.250000 Penalty: 4967.299316
	Iteration 23F: 3 clusters Score -2881066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (125757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125757 members 
Entering Unmasked Estep 
Score: -16571109.000000 Penalty: 2912.042480
	Iteration 0F: 2 clusters Score -1.657111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63088 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -16487046.000000 Penalty: 5824.084961
	Iteration 0F: 3 clusters Score -1.648705e+07 nChanged 59691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66413 members 
Mstep: Class 2 contains 59344 members 
Entering Unmasked Estep 
Score: -16521577.000000 Penalty: 5824.084961
	Iteration 1F: 3 clusters Score -1.652158e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68650 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -16522527.000000 Penalty: 5824.084961
	Iteration 2Q: 3 clusters Score -1.652253e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72078 members 
Mstep: Class 2 contains 53679 members 
Entering Unmasked Estep 
Score: -16524140.000000 Penalty: 5824.084961
	Iteration 3Q: 3 clusters Score -1.652414e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -16526458.000000 Penalty: 5824.084961
	Iteration 4Q: 3 clusters Score -1.652646e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84372 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -16530688.000000 Penalty: 5824.084961
	Iteration 5F: 3 clusters Score -1.653069e+07 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93884 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -16537765.000000 Penalty: 5824.084961
	Iteration 6F: 3 clusters Score -1.653776e+07 nChanged 11152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105030 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -16547804.000000 Penalty: 5824.084961
	Iteration 7F: 3 clusters Score -1.65478e+07 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115264 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -16557978.000000 Penalty: 5824.084961
	Iteration 8F: 3 clusters Score -1.655798e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121817 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -16564528.000000 Penalty: 5824.084961
	Iteration 9F: 3 clusters Score -1.656453e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124577 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -16567266.000000 Penalty: 5824.084961
	Iteration 10Q: 3 clusters Score -1.656727e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125297 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -16568069.000000 Penalty: 5824.084961
	Iteration 11Q: 3 clusters Score -1.656807e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125475 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -16568296.000000 Penalty: 5824.084961
	Iteration 12Q: 3 clusters Score -1.65683e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125531 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16568382.000000 Penalty: 5824.084961
	Iteration 13Q: 3 clusters Score -1.656838e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125555 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -16568440.000000 Penalty: 5824.084961
	Iteration 14Q: 3 clusters Score -1.656844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125563 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -16568456.000000 Penalty: 5824.084961
	Iteration 15Q: 3 clusters Score -1.656846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125565 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -16568459.000000 Penalty: 5824.084961
	Iteration 16Q: 3 clusters Score -1.656846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125569 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -16568481.000000 Penalty: 5824.084961
	Iteration 17Q: 3 clusters Score -1.656848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125571 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -16568485.000000 Penalty: 5824.084961
	Iteration 18Q: 3 clusters Score -1.656848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125574 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -16568489.000000 Penalty: 5824.084961
	Iteration 19Q: 3 clusters Score -1.656849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125578 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -16568509.000000 Penalty: 5824.084961
	Iteration 20F: 3 clusters Score -1.656851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125579 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -16568505.000000 Penalty: 5824.084961
	Iteration 21Q: 3 clusters Score -1.65685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125581 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -16568510.000000 Penalty: 5824.084961
	Iteration 22Q: 3 clusters Score -1.656851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125582 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -16568507.000000 Penalty: 5824.084961
	Iteration 23Q: 3 clusters Score -1.656851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125583 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -16568508.000000 Penalty: 5824.084961
	Iteration 24Q: 3 clusters Score -1.656851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125584 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16568514.000000 Penalty: 5824.084961
	Iteration 25Q: 3 clusters Score -1.656851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125584 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16568526.000000 Penalty: 5824.084961
	Iteration 26Q: 3 clusters Score -1.656853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125584 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -16568526.000000 Penalty: 5824.084961
	Iteration 27F: 3 clusters Score -1.656853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -77062.929688 Penalty: 1602.056396
	Iteration 0F: 2 clusters Score -77062.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75480.992188 Penalty: 3204.112793
	Iteration 0F: 3 clusters Score -75480.99 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75800.906250 Penalty: 3204.112793
	Iteration 1F: 3 clusters Score -75800.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -75957.601562 Penalty: 3204.112793
	Iteration 2F: 3 clusters Score -75957.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76096.617188 Penalty: 3204.112793
	Iteration 3Q: 3 clusters Score -76096.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76158.039062 Penalty: 3204.112793
	Iteration 4Q: 3 clusters Score -76158.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76182.789062 Penalty: 3204.112793
	Iteration 5Q: 3 clusters Score -76182.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76200.390625 Penalty: 3204.112793
	Iteration 6Q: 3 clusters Score -76200.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76227.632812 Penalty: 3204.112793
	Iteration 7Q: 3 clusters Score -76227.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76295.750000 Penalty: 3204.112793
	Iteration 8Q: 3 clusters Score -76295.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76390.531250 Penalty: 3204.112793
	Iteration 9Q: 3 clusters Score -76390.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76479.992188 Penalty: 3204.112793
	Iteration 10Q: 3 clusters Score -76479.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -76564.328125 Penalty: 3204.112793
	Iteration 11Q: 3 clusters Score -76564.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76652.734375 Penalty: 3204.112793
	Iteration 12Q: 3 clusters Score -76652.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76702.921875 Penalty: 3204.112793
	Iteration 13Q: 3 clusters Score -76702.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76773.460938 Penalty: 3204.112793
	Iteration 14Q: 3 clusters Score -76773.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76799.375000 Penalty: 3204.112793
	Iteration 15Q: 3 clusters Score -76799.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76819.328125 Penalty: 3204.112793
	Iteration 16Q: 3 clusters Score -76819.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76836.546875 Penalty: 3204.112793
	Iteration 17Q: 3 clusters Score -76836.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76844.210938 Penalty: 3204.112793
	Iteration 18Q: 3 clusters Score -76844.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76849.960938 Penalty: 3204.112793
	Iteration 19Q: 3 clusters Score -76849.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -76860.273438 Penalty: 3204.112793
	Iteration 20F: 3 clusters Score -76860.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76899.007812 Penalty: 3204.112793
	Iteration 21Q: 3 clusters Score -76899.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76916.734375 Penalty: 3204.112793
	Iteration 22Q: 3 clusters Score -76916.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -76932.640625 Penalty: 3204.112793
	Iteration 23Q: 3 clusters Score -76932.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -76939.015625 Penalty: 3204.112793
	Iteration 24Q: 3 clusters Score -76939.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -76955.429688 Penalty: 3204.112793
	Iteration 25Q: 3 clusters Score -76955.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -76961.632812 Penalty: 3204.112793
	Iteration 26Q: 3 clusters Score -76961.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -76969.875000 Penalty: 3204.112793
	Iteration 27Q: 3 clusters Score -76969.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76973.632812 Penalty: 3204.112793
	Iteration 28Q: 3 clusters Score -76973.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76973.632812 Penalty: 3204.112793
	Iteration 29F: 3 clusters Score -76973.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Entering Unmasked Estep 
Score: -4840056.000000 Penalty: 2606.172363
	Iteration 0F: 2 clusters Score -4840056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4815190.000000 Penalty: 5212.344727
	Iteration 0F: 3 clusters Score -4815190 nChanged 16626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -4824205.500000 Penalty: 5212.344727
	Iteration 1F: 3 clusters Score -4824206 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -4824849.500000 Penalty: 5212.344727
	Iteration 2Q: 3 clusters Score -4824850 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -4825564.500000 Penalty: 5212.344727
	Iteration 3Q: 3 clusters Score -4825564 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -4826429.000000 Penalty: 5212.344727
	Iteration 4F: 3 clusters Score -4826429 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -4827559.000000 Penalty: 5212.344727
	Iteration 5F: 3 clusters Score -4827559 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -4828963.500000 Penalty: 5212.344727
	Iteration 6F: 3 clusters Score -4828964 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -4830667.000000 Penalty: 5212.344727
	Iteration 7F: 3 clusters Score -4830667 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -4832305.500000 Penalty: 5212.344727
	Iteration 8F: 3 clusters Score -4832306 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -4833746.500000 Penalty: 5212.344727
	Iteration 9F: 3 clusters Score -4833746 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -4834904.000000 Penalty: 5212.344727
	Iteration 10Q: 3 clusters Score -4834904 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -4835788.500000 Penalty: 5212.344727
	Iteration 11Q: 3 clusters Score -4835788 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -4836467.000000 Penalty: 5212.344727
	Iteration 12Q: 3 clusters Score -4836467 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -4836991.000000 Penalty: 5212.344727
	Iteration 13Q: 3 clusters Score -4836991 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -4837366.500000 Penalty: 5212.344727
	Iteration 14Q: 3 clusters Score -4837366 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -4837612.500000 Penalty: 5212.344727
	Iteration 15Q: 3 clusters Score -4837612 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -4837795.500000 Penalty: 5212.344727
	Iteration 16Q: 3 clusters Score -4837796 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -4837925.000000 Penalty: 5212.344727
	Iteration 17Q: 3 clusters Score -4837925 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -4837992.500000 Penalty: 5212.344727
	Iteration 18Q: 3 clusters Score -4837992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -4838047.500000 Penalty: 5212.344727
	Iteration 19Q: 3 clusters Score -4838048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -4838069.500000 Penalty: 5212.344727
	Iteration 20F: 3 clusters Score -4838070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -4838082.000000 Penalty: 5212.344727
	Iteration 21Q: 3 clusters Score -4838082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -4838096.000000 Penalty: 5212.344727
	Iteration 22Q: 3 clusters Score -4838096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -4838101.000000 Penalty: 5212.344727
	Iteration 23Q: 3 clusters Score -4838101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -4838115.000000 Penalty: 5212.344727
	Iteration 24Q: 3 clusters Score -4838115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -4838119.500000 Penalty: 5212.344727
	Iteration 25Q: 3 clusters Score -4838120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -4838132.500000 Penalty: 5212.344727
	Iteration 26Q: 3 clusters Score -4838132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -4838130.500000 Penalty: 5212.344727
	Iteration 27Q: 3 clusters Score -4838130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -4838137.500000 Penalty: 5212.344727
	Iteration 28Q: 3 clusters Score -4838138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -4838149.500000 Penalty: 5212.344727
	Iteration 29Q: 3 clusters Score -4838150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -4838155.000000 Penalty: 5212.344727
	Iteration 30Q: 3 clusters Score -4838155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -4838153.000000 Penalty: 5212.344727
	Iteration 31Q: 3 clusters Score -4838153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -4838157.000000 Penalty: 5212.344727
	Iteration 32Q: 3 clusters Score -4838157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -4838158.500000 Penalty: 5212.344727
	Iteration 33Q: 3 clusters Score -4838158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -4838160.500000 Penalty: 5212.344727
	Iteration 34Q: 3 clusters Score -4838160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -4838162.500000 Penalty: 5212.344727
	Iteration 35Q: 3 clusters Score -4838162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -4838166.000000 Penalty: 5212.344727
	Iteration 36Q: 3 clusters Score -4838166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -4838160.000000 Penalty: 5212.344727
	Iteration 37Q: 3 clusters Score -4838160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -4838163.000000 Penalty: 5212.344727
	Iteration 38Q: 3 clusters Score -4838163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -4838163.000000 Penalty: 5212.344727
	Iteration 39F: 3 clusters Score -4838163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Entering Unmasked Estep 
Score: -1183771.250000 Penalty: 2276.406006
	Iteration 0F: 2 clusters Score -1183771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1176343.750000 Penalty: 4552.812012
	Iteration 0F: 3 clusters Score -1176344 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1178694.875000 Penalty: 4552.812012
	Iteration 1F: 3 clusters Score -1178695 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1179095.500000 Penalty: 4552.812012
	Iteration 2F: 3 clusters Score -1179096 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1179444.375000 Penalty: 4552.812012
	Iteration 3F: 3 clusters Score -1179444 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1179719.500000 Penalty: 4552.812012
	Iteration 4Q: 3 clusters Score -1179720 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1179958.625000 Penalty: 4552.812012
	Iteration 5Q: 3 clusters Score -1179959 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1180144.875000 Penalty: 4552.812012
	Iteration 6Q: 3 clusters Score -1180145 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1180309.500000 Penalty: 4552.812012
	Iteration 7Q: 3 clusters Score -1180310 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1180475.875000 Penalty: 4552.812012
	Iteration 8Q: 3 clusters Score -1180476 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1180642.375000 Penalty: 4552.812012
	Iteration 9Q: 3 clusters Score -1180642 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1180803.875000 Penalty: 4552.812012
	Iteration 10Q: 3 clusters Score -1180804 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1180982.375000 Penalty: 4552.812012
	Iteration 11Q: 3 clusters Score -1180982 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1181171.375000 Penalty: 4552.812012
	Iteration 12Q: 3 clusters Score -1181171 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1181353.125000 Penalty: 4552.812012
	Iteration 13Q: 3 clusters Score -1181353 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1181492.625000 Penalty: 4552.812012
	Iteration 14Q: 3 clusters Score -1181493 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1181614.375000 Penalty: 4552.812012
	Iteration 15Q: 3 clusters Score -1181614 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1181732.375000 Penalty: 4552.812012
	Iteration 16Q: 3 clusters Score -1181732 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1181854.000000 Penalty: 4552.812012
	Iteration 17Q: 3 clusters Score -1181854 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1181975.500000 Penalty: 4552.812012
	Iteration 18Q: 3 clusters Score -1181976 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1182095.500000 Penalty: 4552.812012
	Iteration 19Q: 3 clusters Score -1182096 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1182208.875000 Penalty: 4552.812012
	Iteration 20F: 3 clusters Score -1182209 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1182314.375000 Penalty: 4552.812012
	Iteration 21Q: 3 clusters Score -1182314 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1182409.875000 Penalty: 4552.812012
	Iteration 22Q: 3 clusters Score -1182410 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1182507.500000 Penalty: 4552.812012
	Iteration 23Q: 3 clusters Score -1182508 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1182580.250000 Penalty: 4552.812012
	Iteration 24Q: 3 clusters Score -1182580 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1182652.125000 Penalty: 4552.812012
	Iteration 25Q: 3 clusters Score -1182652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1182715.750000 Penalty: 4552.812012
	Iteration 26Q: 3 clusters Score -1182716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1182769.250000 Penalty: 4552.812012
	Iteration 27Q: 3 clusters Score -1182769 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1182802.625000 Penalty: 4552.812012
	Iteration 28Q: 3 clusters Score -1182803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1182829.375000 Penalty: 4552.812012
	Iteration 29Q: 3 clusters Score -1182829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1182852.250000 Penalty: 4552.812012
	Iteration 30Q: 3 clusters Score -1182852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1182870.125000 Penalty: 4552.812012
	Iteration 31Q: 3 clusters Score -1182870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1182892.375000 Penalty: 4552.812012
	Iteration 32Q: 3 clusters Score -1182892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1182905.500000 Penalty: 4552.812012
	Iteration 33Q: 3 clusters Score -1182906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1182917.000000 Penalty: 4552.812012
	Iteration 34Q: 3 clusters Score -1182917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1182924.500000 Penalty: 4552.812012
	Iteration 35Q: 3 clusters Score -1182924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1182926.500000 Penalty: 4552.812012
	Iteration 36Q: 3 clusters Score -1182926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1182937.625000 Penalty: 4552.812012
	Iteration 37Q: 3 clusters Score -1182938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1182943.750000 Penalty: 4552.812012
	Iteration 38Q: 3 clusters Score -1182944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1182945.750000 Penalty: 4552.812012
	Iteration 39Q: 3 clusters Score -1182946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1182973.250000 Penalty: 4552.812012
	Iteration 40F: 3 clusters Score -1182973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1183018.875000 Penalty: 4552.812012
	Iteration 41Q: 3 clusters Score -1183019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1183069.750000 Penalty: 4552.812012
	Iteration 42Q: 3 clusters Score -1183070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1183103.125000 Penalty: 4552.812012
	Iteration 43Q: 3 clusters Score -1183103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1183128.750000 Penalty: 4552.812012
	Iteration 44Q: 3 clusters Score -1183129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1183149.500000 Penalty: 4552.812012
	Iteration 45Q: 3 clusters Score -1183150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1183169.250000 Penalty: 4552.812012
	Iteration 46Q: 3 clusters Score -1183169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1183181.625000 Penalty: 4552.812012
	Iteration 47Q: 3 clusters Score -1183182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1183186.875000 Penalty: 4552.812012
	Iteration 48Q: 3 clusters Score -1183187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1183186.375000 Penalty: 4552.812012
	Iteration 49Q: 3 clusters Score -1183186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1183188.000000 Penalty: 4552.812012
	Iteration 50Q: 3 clusters Score -1183188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1183188.375000 Penalty: 4552.812012
	Iteration 51Q: 3 clusters Score -1183188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1183197.250000 Penalty: 4552.812012
	Iteration 52F: 3 clusters Score -1183197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1183203.625000 Penalty: 4552.812012
	Iteration 53Q: 3 clusters Score -1183204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1183210.500000 Penalty: 4552.812012
	Iteration 54Q: 3 clusters Score -1183210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1183213.750000 Penalty: 4552.812012
	Iteration 55Q: 3 clusters Score -1183214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1183214.625000 Penalty: 4552.812012
	Iteration 56Q: 3 clusters Score -1183215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1183215.500000 Penalty: 4552.812012
	Iteration 57Q: 3 clusters Score -1183216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1183213.625000 Penalty: 4552.812012
	Iteration 58Q: 3 clusters Score -1183214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1183215.125000 Penalty: 4552.812012
	Iteration 59Q: 3 clusters Score -1183215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1183214.875000 Penalty: 4552.812012
	Iteration 60F: 3 clusters Score -1183215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1183217.375000 Penalty: 4552.812012
	Iteration 61Q: 3 clusters Score -1183217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1183218.375000 Penalty: 4552.812012
	Iteration 62Q: 3 clusters Score -1183218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1183218.125000 Penalty: 4552.812012
	Iteration 63Q: 3 clusters Score -1183218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1183218.125000 Penalty: 4552.812012
	Iteration 64F: 3 clusters Score -1183218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Entering Unmasked Estep 
Score: -2035289.125000 Penalty: 2395.081543
	Iteration 0F: 2 clusters Score -2035289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2024141.000000 Penalty: 4790.163086
	Iteration 0F: 3 clusters Score -2024141 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2027706.125000 Penalty: 4790.163086
	Iteration 1F: 3 clusters Score -2027706 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2028081.375000 Penalty: 4790.163086
	Iteration 2F: 3 clusters Score -2028081 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2028400.625000 Penalty: 4790.163086
	Iteration 3Q: 3 clusters Score -2028401 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2028686.375000 Penalty: 4790.163086
	Iteration 4Q: 3 clusters Score -2028686 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2028994.500000 Penalty: 4790.163086
	Iteration 5Q: 3 clusters Score -2028994 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2029393.500000 Penalty: 4790.163086
	Iteration 6Q: 3 clusters Score -2029394 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2029901.625000 Penalty: 4790.163086
	Iteration 7F: 3 clusters Score -2029902 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2030514.875000 Penalty: 4790.163086
	Iteration 8F: 3 clusters Score -2030515 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2031164.125000 Penalty: 4790.163086
	Iteration 9F: 3 clusters Score -2031164 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2031755.750000 Penalty: 4790.163086
	Iteration 10F: 3 clusters Score -2031756 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2032236.375000 Penalty: 4790.163086
	Iteration 11Q: 3 clusters Score -2032236 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2032566.625000 Penalty: 4790.163086
	Iteration 12Q: 3 clusters Score -2032567 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2032787.125000 Penalty: 4790.163086
	Iteration 13Q: 3 clusters Score -2032787 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2032938.125000 Penalty: 4790.163086
	Iteration 14Q: 3 clusters Score -2032938 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2033057.375000 Penalty: 4790.163086
	Iteration 15Q: 3 clusters Score -2033057 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2033131.750000 Penalty: 4790.163086
	Iteration 16Q: 3 clusters Score -2033132 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2033189.250000 Penalty: 4790.163086
	Iteration 17Q: 3 clusters Score -2033189 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2033241.000000 Penalty: 4790.163086
	Iteration 18Q: 3 clusters Score -2033241 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2033277.375000 Penalty: 4790.163086
	Iteration 19Q: 3 clusters Score -2033277 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2033302.000000 Penalty: 4790.163086
	Iteration 20F: 3 clusters Score -2033302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2033325.125000 Penalty: 4790.163086
	Iteration 21Q: 3 clusters Score -2033325 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2033340.125000 Penalty: 4790.163086
	Iteration 22Q: 3 clusters Score -2033340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2033351.875000 Penalty: 4790.163086
	Iteration 23Q: 3 clusters Score -2033352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2033362.500000 Penalty: 4790.163086
	Iteration 24Q: 3 clusters Score -2033362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2033378.750000 Penalty: 4790.163086
	Iteration 25Q: 3 clusters Score -2033379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2033384.000000 Penalty: 4790.163086
	Iteration 26Q: 3 clusters Score -2033384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2033391.500000 Penalty: 4790.163086
	Iteration 27Q: 3 clusters Score -2033392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2033394.250000 Penalty: 4790.163086
	Iteration 28Q: 3 clusters Score -2033394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2033396.375000 Penalty: 4790.163086
	Iteration 29Q: 3 clusters Score -2033396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2033399.625000 Penalty: 4790.163086
	Iteration 30Q: 3 clusters Score -2033400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2033404.000000 Penalty: 4790.163086
	Iteration 31Q: 3 clusters Score -2033404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2033406.250000 Penalty: 4790.163086
	Iteration 32Q: 3 clusters Score -2033406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2033406.250000 Penalty: 4790.163086
	Iteration 33F: 3 clusters Score -2033406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Entering Unmasked Estep 
Score: -1418081.750000 Penalty: 2300.943848
	Iteration 0F: 2 clusters Score -1418082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1409973.000000 Penalty: 4601.887695
	Iteration 0F: 3 clusters Score -1409973 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1412298.125000 Penalty: 4601.887695
	Iteration 1F: 3 clusters Score -1412298 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1412576.625000 Penalty: 4601.887695
	Iteration 2F: 3 clusters Score -1412577 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1412810.375000 Penalty: 4601.887695
	Iteration 3F: 3 clusters Score -1412810 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1412985.750000 Penalty: 4601.887695
	Iteration 4Q: 3 clusters Score -1412986 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1413110.500000 Penalty: 4601.887695
	Iteration 5Q: 3 clusters Score -1413110 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1413223.000000 Penalty: 4601.887695
	Iteration 6Q: 3 clusters Score -1413223 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1413317.250000 Penalty: 4601.887695
	Iteration 7Q: 3 clusters Score -1413317 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1413412.875000 Penalty: 4601.887695
	Iteration 8Q: 3 clusters Score -1413413 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1413541.000000 Penalty: 4601.887695
	Iteration 9Q: 3 clusters Score -1413541 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1413684.000000 Penalty: 4601.887695
	Iteration 10Q: 3 clusters Score -1413684 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1413847.125000 Penalty: 4601.887695
	Iteration 11Q: 3 clusters Score -1413847 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1414034.875000 Penalty: 4601.887695
	Iteration 12Q: 3 clusters Score -1414035 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1414261.250000 Penalty: 4601.887695
	Iteration 13Q: 3 clusters Score -1414261 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1414509.500000 Penalty: 4601.887695
	Iteration 14Q: 3 clusters Score -1414510 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1414769.250000 Penalty: 4601.887695
	Iteration 15Q: 3 clusters Score -1414769 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1415022.000000 Penalty: 4601.887695
	Iteration 16Q: 3 clusters Score -1415022 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1415251.625000 Penalty: 4601.887695
	Iteration 17Q: 3 clusters Score -1415252 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1415480.625000 Penalty: 4601.887695
	Iteration 18Q: 3 clusters Score -1415481 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1415661.000000 Penalty: 4601.887695
	Iteration 19Q: 3 clusters Score -1415661 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1415775.000000 Penalty: 4601.887695
	Iteration 20F: 3 clusters Score -1415775 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1415867.125000 Penalty: 4601.887695
	Iteration 21Q: 3 clusters Score -1415867 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1415919.875000 Penalty: 4601.887695
	Iteration 22Q: 3 clusters Score -1415920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1415951.125000 Penalty: 4601.887695
	Iteration 23Q: 3 clusters Score -1415951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1415977.125000 Penalty: 4601.887695
	Iteration 24Q: 3 clusters Score -1415977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1416002.500000 Penalty: 4601.887695
	Iteration 25Q: 3 clusters Score -1416002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1416020.375000 Penalty: 4601.887695
	Iteration 26Q: 3 clusters Score -1416020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1416031.500000 Penalty: 4601.887695
	Iteration 27Q: 3 clusters Score -1416032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1416050.375000 Penalty: 4601.887695
	Iteration 28Q: 3 clusters Score -1416050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1416059.625000 Penalty: 4601.887695
	Iteration 29Q: 3 clusters Score -1416060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1416069.000000 Penalty: 4601.887695
	Iteration 30Q: 3 clusters Score -1416069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1416071.500000 Penalty: 4601.887695
	Iteration 31Q: 3 clusters Score -1416072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1416072.000000 Penalty: 4601.887695
	Iteration 32Q: 3 clusters Score -1416072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1416073.625000 Penalty: 4601.887695
	Iteration 33Q: 3 clusters Score -1416074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1416074.250000 Penalty: 4601.887695
	Iteration 34Q: 3 clusters Score -1416074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1416077.125000 Penalty: 4601.887695
	Iteration 35Q: 3 clusters Score -1416077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1416080.250000 Penalty: 4601.887695
	Iteration 36Q: 3 clusters Score -1416080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1416082.625000 Penalty: 4601.887695
	Iteration 37Q: 3 clusters Score -1416083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1416082.625000 Penalty: 4601.887695
	Iteration 38Q: 3 clusters Score -1416083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1416082.625000 Penalty: 4601.887695
	Iteration 39Q: 3 clusters Score -1416083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1416082.625000 Penalty: 4601.887695
	Iteration 40F: 3 clusters Score -1416083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -284795.718750 Penalty: 1912.242065
	Iteration 0F: 2 clusters Score -284795.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -282036.875000 Penalty: 3824.484131
	Iteration 0F: 3 clusters Score -282036.9 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -282525.531250 Penalty: 3824.484131
	Iteration 1F: 3 clusters Score -282525.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -282658.781250 Penalty: 3824.484131
	Iteration 2F: 3 clusters Score -282658.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -282755.812500 Penalty: 3824.484131
	Iteration 3Q: 3 clusters Score -282755.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -282811.781250 Penalty: 3824.484131
	Iteration 4Q: 3 clusters Score -282811.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -282846.406250 Penalty: 3824.484131
	Iteration 5Q: 3 clusters Score -282846.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -282880.875000 Penalty: 3824.484131
	Iteration 6Q: 3 clusters Score -282880.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -282916.968750 Penalty: 3824.484131
	Iteration 7Q: 3 clusters Score -282917 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -282952.562500 Penalty: 3824.484131
	Iteration 8Q: 3 clusters Score -282952.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -282988.656250 Penalty: 3824.484131
	Iteration 9Q: 3 clusters Score -282988.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -283044.093750 Penalty: 3824.484131
	Iteration 10Q: 3 clusters Score -283044.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -283104.468750 Penalty: 3824.484131
	Iteration 11Q: 3 clusters Score -283104.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -283164.593750 Penalty: 3824.484131
	Iteration 12Q: 3 clusters Score -283164.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -283241.593750 Penalty: 3824.484131
	Iteration 13Q: 3 clusters Score -283241.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -283314.343750 Penalty: 3824.484131
	Iteration 14Q: 3 clusters Score -283314.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -283358.437500 Penalty: 3824.484131
	Iteration 15Q: 3 clusters Score -283358.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -283393.812500 Penalty: 3824.484131
	Iteration 16Q: 3 clusters Score -283393.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -283419.125000 Penalty: 3824.484131
	Iteration 17Q: 3 clusters Score -283419.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -283437.718750 Penalty: 3824.484131
	Iteration 18Q: 3 clusters Score -283437.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -283449.218750 Penalty: 3824.484131
	Iteration 19Q: 3 clusters Score -283449.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -283457.468750 Penalty: 3824.484131
	Iteration 20F: 3 clusters Score -283457.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -283463.750000 Penalty: 3824.484131
	Iteration 21Q: 3 clusters Score -283463.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -283466.125000 Penalty: 3824.484131
	Iteration 22Q: 3 clusters Score -283466.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -283469.437500 Penalty: 3824.484131
	Iteration 23Q: 3 clusters Score -283469.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -283471.125000 Penalty: 3824.484131
	Iteration 24Q: 3 clusters Score -283471.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -283471.406250 Penalty: 3824.484131
	Iteration 25Q: 3 clusters Score -283471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -283472.500000 Penalty: 3824.484131
	Iteration 26Q: 3 clusters Score -283472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -283474.093750 Penalty: 3824.484131
	Iteration 27Q: 3 clusters Score -283474.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -283474.093750 Penalty: 3824.484131
	Iteration 28F: 3 clusters Score -283474.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Entering Unmasked Estep 
Score: -4415079.500000 Penalty: 2583.986572
	Iteration 0F: 2 clusters Score -4415080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -4392087.000000 Penalty: 5167.973145
	Iteration 0F: 3 clusters Score -4392087 nChanged 15241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -4400484.500000 Penalty: 5167.973145
	Iteration 1F: 3 clusters Score -4400484 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -4401023.000000 Penalty: 5167.973145
	Iteration 2Q: 3 clusters Score -4401023 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -4401547.000000 Penalty: 5167.973145
	Iteration 3Q: 3 clusters Score -4401547 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -4402133.000000 Penalty: 5167.973145
	Iteration 4Q: 3 clusters Score -4402133 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -4402802.000000 Penalty: 5167.973145
	Iteration 5Q: 3 clusters Score -4402802 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -4403778.500000 Penalty: 5167.973145
	Iteration 6F: 3 clusters Score -4403778 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -4405093.500000 Penalty: 5167.973145
	Iteration 7F: 3 clusters Score -4405094 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -4406822.500000 Penalty: 5167.973145
	Iteration 8F: 3 clusters Score -4406822 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -4408671.000000 Penalty: 5167.973145
	Iteration 9F: 3 clusters Score -4408671 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -4410227.500000 Penalty: 5167.973145
	Iteration 10F: 3 clusters Score -4410228 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -4411366.000000 Penalty: 5167.973145
	Iteration 11Q: 3 clusters Score -4411366 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -4412068.500000 Penalty: 5167.973145
	Iteration 12Q: 3 clusters Score -4412068 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -4412396.500000 Penalty: 5167.973145
	Iteration 13Q: 3 clusters Score -4412396 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -4412579.000000 Penalty: 5167.973145
	Iteration 14Q: 3 clusters Score -4412579 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -4412678.500000 Penalty: 5167.973145
	Iteration 15Q: 3 clusters Score -4412678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -4412730.500000 Penalty: 5167.973145
	Iteration 16Q: 3 clusters Score -4412730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -4412773.000000 Penalty: 5167.973145
	Iteration 17Q: 3 clusters Score -4412773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -4412803.000000 Penalty: 5167.973145
	Iteration 18Q: 3 clusters Score -4412803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -4412829.000000 Penalty: 5167.973145
	Iteration 19Q: 3 clusters Score -4412829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -4412845.000000 Penalty: 5167.973145
	Iteration 20F: 3 clusters Score -4412845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -4412865.500000 Penalty: 5167.973145
	Iteration 21Q: 3 clusters Score -4412866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -4412876.000000 Penalty: 5167.973145
	Iteration 22Q: 3 clusters Score -4412876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -4412888.000000 Penalty: 5167.973145
	Iteration 23Q: 3 clusters Score -4412888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -4412892.000000 Penalty: 5167.973145
	Iteration 24Q: 3 clusters Score -4412892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -4412892.500000 Penalty: 5167.973145
	Iteration 25Q: 3 clusters Score -4412892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -4412894.000000 Penalty: 5167.973145
	Iteration 26Q: 3 clusters Score -4412894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -4412894.000000 Penalty: 5167.973145
	Iteration 27F: 3 clusters Score -4412894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Entering Unmasked Estep 
Score: -340954.687500 Penalty: 1964.810669
	Iteration 0F: 2 clusters Score -340954.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -337836.125000 Penalty: 3929.621338
	Iteration 0F: 3 clusters Score -337836.1 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -338487.906250 Penalty: 3929.621338
	Iteration 1F: 3 clusters Score -338487.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -338616.906250 Penalty: 3929.621338
	Iteration 2F: 3 clusters Score -338616.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -338701.625000 Penalty: 3929.621338
	Iteration 3Q: 3 clusters Score -338701.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -338774.437500 Penalty: 3929.621338
	Iteration 4Q: 3 clusters Score -338774.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -338836.750000 Penalty: 3929.621338
	Iteration 5Q: 3 clusters Score -338836.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -338899.437500 Penalty: 3929.621338
	Iteration 6Q: 3 clusters Score -338899.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -338971.156250 Penalty: 3929.621338
	Iteration 7Q: 3 clusters Score -338971.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -339085.312500 Penalty: 3929.621338
	Iteration 8Q: 3 clusters Score -339085.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -339237.250000 Penalty: 3929.621338
	Iteration 9Q: 3 clusters Score -339237.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -339362.500000 Penalty: 3929.621338
	Iteration 10Q: 3 clusters Score -339362.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -339512.062500 Penalty: 3929.621338
	Iteration 11Q: 3 clusters Score -339512.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -339689.812500 Penalty: 3929.621338
	Iteration 12Q: 3 clusters Score -339689.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -339903.781250 Penalty: 3929.621338
	Iteration 13F: 3 clusters Score -339903.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -340098.375000 Penalty: 3929.621338
	Iteration 14Q: 3 clusters Score -340098.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -340237.531250 Penalty: 3929.621338
	Iteration 15Q: 3 clusters Score -340237.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -340301.937500 Penalty: 3929.621338
	Iteration 16Q: 3 clusters Score -340301.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -340334.343750 Penalty: 3929.621338
	Iteration 17Q: 3 clusters Score -340334.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -340358.093750 Penalty: 3929.621338
	Iteration 18Q: 3 clusters Score -340358.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -340370.656250 Penalty: 3929.621338
	Iteration 19Q: 3 clusters Score -340370.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -340375.656250 Penalty: 3929.621338
	Iteration 20F: 3 clusters Score -340375.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -340377.531250 Penalty: 3929.621338
	Iteration 21Q: 3 clusters Score -340377.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -340379.312500 Penalty: 3929.621338
	Iteration 22Q: 3 clusters Score -340379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -340380.218750 Penalty: 3929.621338
	Iteration 23Q: 3 clusters Score -340380.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -340381.031250 Penalty: 3929.621338
	Iteration 24Q: 3 clusters Score -340381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -340381.031250 Penalty: 3929.621338
	Iteration 25F: 3 clusters Score -340381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Entering Unmasked Estep 
Score: -2404386.000000 Penalty: 2437.854004
	Iteration 0F: 2 clusters Score -2404386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2391302.000000 Penalty: 4875.708008
	Iteration 0F: 3 clusters Score -2391302 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2395489.250000 Penalty: 4875.708008
	Iteration 1F: 3 clusters Score -2395489 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2395857.000000 Penalty: 4875.708008
	Iteration 2F: 3 clusters Score -2395857 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2396152.750000 Penalty: 4875.708008
	Iteration 3Q: 3 clusters Score -2396153 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2396417.250000 Penalty: 4875.708008
	Iteration 4Q: 3 clusters Score -2396417 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2396735.750000 Penalty: 4875.708008
	Iteration 5Q: 3 clusters Score -2396736 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2397161.000000 Penalty: 4875.708008
	Iteration 6Q: 3 clusters Score -2397161 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2397887.750000 Penalty: 4875.708008
	Iteration 7F: 3 clusters Score -2397888 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2398814.000000 Penalty: 4875.708008
	Iteration 8F: 3 clusters Score -2398814 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2399714.000000 Penalty: 4875.708008
	Iteration 9F: 3 clusters Score -2399714 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2400541.750000 Penalty: 4875.708008
	Iteration 10F: 3 clusters Score -2400542 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2401223.000000 Penalty: 4875.708008
	Iteration 11F: 3 clusters Score -2401223 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2401739.500000 Penalty: 4875.708008
	Iteration 12Q: 3 clusters Score -2401740 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2402151.500000 Penalty: 4875.708008
	Iteration 13Q: 3 clusters Score -2402152 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2402559.000000 Penalty: 4875.708008
	Iteration 14Q: 3 clusters Score -2402559 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2402971.250000 Penalty: 4875.708008
	Iteration 15Q: 3 clusters Score -2402971 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2403325.750000 Penalty: 4875.708008
	Iteration 16Q: 3 clusters Score -2403326 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2403526.750000 Penalty: 4875.708008
	Iteration 17Q: 3 clusters Score -2403527 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2403634.500000 Penalty: 4875.708008
	Iteration 18Q: 3 clusters Score -2403634 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2403691.000000 Penalty: 4875.708008
	Iteration 19Q: 3 clusters Score -2403691 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2403720.000000 Penalty: 4875.708008
	Iteration 20F: 3 clusters Score -2403720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2403744.750000 Penalty: 4875.708008
	Iteration 21Q: 3 clusters Score -2403745 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2403754.000000 Penalty: 4875.708008
	Iteration 22Q: 3 clusters Score -2403754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2403764.750000 Penalty: 4875.708008
	Iteration 23Q: 3 clusters Score -2403765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2403773.750000 Penalty: 4875.708008
	Iteration 24Q: 3 clusters Score -2403774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2403782.000000 Penalty: 4875.708008
	Iteration 25Q: 3 clusters Score -2403782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2403780.750000 Penalty: 4875.708008
	Iteration 26Q: 3 clusters Score -2403781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2403785.000000 Penalty: 4875.708008
	Iteration 27Q: 3 clusters Score -2403785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2403785.000000 Penalty: 4875.708008
	Iteration 28Q: 3 clusters Score -2403785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2403787.000000 Penalty: 4875.708008
	Iteration 29Q: 3 clusters Score -2403787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2403791.250000 Penalty: 4875.708008
	Iteration 30Q: 3 clusters Score -2403791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2403794.500000 Penalty: 4875.708008
	Iteration 31Q: 3 clusters Score -2403794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2403796.250000 Penalty: 4875.708008
	Iteration 32Q: 3 clusters Score -2403796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2403793.500000 Penalty: 4875.708008
	Iteration 33Q: 3 clusters Score -2403794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2403794.750000 Penalty: 4875.708008
	Iteration 34Q: 3 clusters Score -2403795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2403798.500000 Penalty: 4875.708008
	Iteration 35Q: 3 clusters Score -2403798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2403799.000000 Penalty: 4875.708008
	Iteration 36Q: 3 clusters Score -2403799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2403798.500000 Penalty: 4875.708008
	Iteration 37Q: 3 clusters Score -2403798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2403803.000000 Penalty: 4875.708008
	Iteration 38Q: 3 clusters Score -2403803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2403802.500000 Penalty: 4875.708008
	Iteration 39Q: 3 clusters Score -2403802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2403802.750000 Penalty: 4875.708008
	Iteration 40F: 3 clusters Score -2403803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2403802.250000 Penalty: 4875.708008
	Iteration 41Q: 3 clusters Score -2403802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2403802.250000 Penalty: 4875.708008
	Iteration 42Q: 3 clusters Score -2403802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2403803.500000 Penalty: 4875.708008
	Iteration 43Q: 3 clusters Score -2403804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2403803.500000 Penalty: 4875.708008
	Iteration 44F: 3 clusters Score -2403804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Entering Unmasked Estep 
Score: -654747.375000 Penalty: 2128.997070
	Iteration 0F: 2 clusters Score -654747.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -650005.750000 Penalty: 4257.994141
	Iteration 0F: 3 clusters Score -650005.8 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -651196.875000 Penalty: 4257.994141
	Iteration 1F: 3 clusters Score -651196.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -651463.562500 Penalty: 4257.994141
	Iteration 2F: 3 clusters Score -651463.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -651720.437500 Penalty: 4257.994141
	Iteration 3F: 3 clusters Score -651720.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -652005.312500 Penalty: 4257.994141
	Iteration 4F: 3 clusters Score -652005.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -652340.187500 Penalty: 4257.994141
	Iteration 5F: 3 clusters Score -652340.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -652668.500000 Penalty: 4257.994141
	Iteration 6F: 3 clusters Score -652668.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -652996.187500 Penalty: 4257.994141
	Iteration 7F: 3 clusters Score -652996.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -653280.500000 Penalty: 4257.994141
	Iteration 8F: 3 clusters Score -653280.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -653483.625000 Penalty: 4257.994141
	Iteration 9Q: 3 clusters Score -653483.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -653607.687500 Penalty: 4257.994141
	Iteration 10Q: 3 clusters Score -653607.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -653680.812500 Penalty: 4257.994141
	Iteration 11Q: 3 clusters Score -653680.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -653711.062500 Penalty: 4257.994141
	Iteration 12Q: 3 clusters Score -653711.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -653738.812500 Penalty: 4257.994141
	Iteration 13Q: 3 clusters Score -653738.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -653753.750000 Penalty: 4257.994141
	Iteration 14Q: 3 clusters Score -653753.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -653763.500000 Penalty: 4257.994141
	Iteration 15Q: 3 clusters Score -653763.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -653772.687500 Penalty: 4257.994141
	Iteration 16Q: 3 clusters Score -653772.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -653777.062500 Penalty: 4257.994141
	Iteration 17Q: 3 clusters Score -653777.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -653782.250000 Penalty: 4257.994141
	Iteration 18Q: 3 clusters Score -653782.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -653789.187500 Penalty: 4257.994141
	Iteration 19Q: 3 clusters Score -653789.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -653795.312500 Penalty: 4257.994141
	Iteration 20F: 3 clusters Score -653795.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -653800.625000 Penalty: 4257.994141
	Iteration 21Q: 3 clusters Score -653800.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -653804.500000 Penalty: 4257.994141
	Iteration 22Q: 3 clusters Score -653804.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -653808.437500 Penalty: 4257.994141
	Iteration 23Q: 3 clusters Score -653808.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -653812.500000 Penalty: 4257.994141
	Iteration 24Q: 3 clusters Score -653812.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -653815.312500 Penalty: 4257.994141
	Iteration 25Q: 3 clusters Score -653815.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -653820.625000 Penalty: 4257.994141
	Iteration 26Q: 3 clusters Score -653820.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -653821.875000 Penalty: 4257.994141
	Iteration 27Q: 3 clusters Score -653821.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -653823.875000 Penalty: 4257.994141
	Iteration 28Q: 3 clusters Score -653823.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -653825.875000 Penalty: 4257.994141
	Iteration 29Q: 3 clusters Score -653825.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -653832.625000 Penalty: 4257.994141
	Iteration 30Q: 3 clusters Score -653832.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -653835.250000 Penalty: 4257.994141
	Iteration 31Q: 3 clusters Score -653835.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -653837.187500 Penalty: 4257.994141
	Iteration 32Q: 3 clusters Score -653837.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -653842.937500 Penalty: 4257.994141
	Iteration 33Q: 3 clusters Score -653842.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -653848.875000 Penalty: 4257.994141
	Iteration 34Q: 3 clusters Score -653848.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -653857.437500 Penalty: 4257.994141
	Iteration 35Q: 3 clusters Score -653857.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -653869.312500 Penalty: 4257.994141
	Iteration 36Q: 3 clusters Score -653869.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -653876.625000 Penalty: 4257.994141
	Iteration 37Q: 3 clusters Score -653876.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -653883.687500 Penalty: 4257.994141
	Iteration 38Q: 3 clusters Score -653883.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -653888.937500 Penalty: 4257.994141
	Iteration 39Q: 3 clusters Score -653888.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -653891.937500 Penalty: 4257.994141
	Iteration 40F: 3 clusters Score -653891.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -653892.437500 Penalty: 4257.994141
	Iteration 41Q: 3 clusters Score -653892.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -653893.687500 Penalty: 4257.994141
	Iteration 42Q: 3 clusters Score -653893.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -653893.687500 Penalty: 4257.994141
	Iteration 43F: 3 clusters Score -653893.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Entering Unmasked Estep 
Score: -776573.687500 Penalty: 2154.527344
	Iteration 0F: 2 clusters Score -776573.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -771456.687500 Penalty: 4309.054688
	Iteration 0F: 3 clusters Score -771456.7 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -772704.562500 Penalty: 4309.054688
	Iteration 1F: 3 clusters Score -772704.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -772928.875000 Penalty: 4309.054688
	Iteration 2F: 3 clusters Score -772928.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -773069.500000 Penalty: 4309.054688
	Iteration 3F: 3 clusters Score -773069.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -773169.312500 Penalty: 4309.054688
	Iteration 4Q: 3 clusters Score -773169.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -773257.000000 Penalty: 4309.054688
	Iteration 5Q: 3 clusters Score -773257 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -773352.875000 Penalty: 4309.054688
	Iteration 6Q: 3 clusters Score -773352.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -773446.875000 Penalty: 4309.054688
	Iteration 7Q: 3 clusters Score -773446.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -773543.187500 Penalty: 4309.054688
	Iteration 8Q: 3 clusters Score -773543.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -773635.687500 Penalty: 4309.054688
	Iteration 9Q: 3 clusters Score -773635.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -773729.000000 Penalty: 4309.054688
	Iteration 10Q: 3 clusters Score -773729 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -773827.562500 Penalty: 4309.054688
	Iteration 11Q: 3 clusters Score -773827.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -773965.937500 Penalty: 4309.054688
	Iteration 12Q: 3 clusters Score -773965.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -774107.312500 Penalty: 4309.054688
	Iteration 13Q: 3 clusters Score -774107.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -774230.625000 Penalty: 4309.054688
	Iteration 14Q: 3 clusters Score -774230.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -774345.062500 Penalty: 4309.054688
	Iteration 15Q: 3 clusters Score -774345.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -774440.250000 Penalty: 4309.054688
	Iteration 16Q: 3 clusters Score -774440.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -774500.750000 Penalty: 4309.054688
	Iteration 17Q: 3 clusters Score -774500.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -774541.875000 Penalty: 4309.054688
	Iteration 18Q: 3 clusters Score -774541.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -774576.187500 Penalty: 4309.054688
	Iteration 19Q: 3 clusters Score -774576.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -774601.125000 Penalty: 4309.054688
	Iteration 20F: 3 clusters Score -774601.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -774619.375000 Penalty: 4309.054688
	Iteration 21Q: 3 clusters Score -774619.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -774630.687500 Penalty: 4309.054688
	Iteration 22Q: 3 clusters Score -774630.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -774645.125000 Penalty: 4309.054688
	Iteration 23Q: 3 clusters Score -774645.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -774658.937500 Penalty: 4309.054688
	Iteration 24Q: 3 clusters Score -774658.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -774665.687500 Penalty: 4309.054688
	Iteration 25Q: 3 clusters Score -774665.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -774670.062500 Penalty: 4309.054688
	Iteration 26Q: 3 clusters Score -774670.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -774676.812500 Penalty: 4309.054688
	Iteration 27Q: 3 clusters Score -774676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -774681.250000 Penalty: 4309.054688
	Iteration 28Q: 3 clusters Score -774681.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -774684.875000 Penalty: 4309.054688
	Iteration 29Q: 3 clusters Score -774684.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -774687.250000 Penalty: 4309.054688
	Iteration 30Q: 3 clusters Score -774687.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -774691.625000 Penalty: 4309.054688
	Iteration 31Q: 3 clusters Score -774691.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -774696.375000 Penalty: 4309.054688
	Iteration 32Q: 3 clusters Score -774696.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -774700.000000 Penalty: 4309.054688
	Iteration 33Q: 3 clusters Score -774700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -774702.125000 Penalty: 4309.054688
	Iteration 34Q: 3 clusters Score -774702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -774706.187500 Penalty: 4309.054688
	Iteration 35Q: 3 clusters Score -774706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -774707.312500 Penalty: 4309.054688
	Iteration 36Q: 3 clusters Score -774707.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -774709.500000 Penalty: 4309.054688
	Iteration 37Q: 3 clusters Score -774709.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -774709.500000 Penalty: 4309.054688
	Iteration 38F: 3 clusters Score -774709.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Entering Unmasked Estep 
Score: -3454524.250000 Penalty: 2525.405762
	Iteration 0F: 2 clusters Score -3454524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -3436370.250000 Penalty: 5050.811523
	Iteration 0F: 3 clusters Score -3436370 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -3442988.750000 Penalty: 5050.811523
	Iteration 1F: 3 clusters Score -3442989 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3444016.250000 Penalty: 5050.811523
	Iteration 2F: 3 clusters Score -3444016 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3445441.000000 Penalty: 5050.811523
	Iteration 3F: 3 clusters Score -3445441 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -3447049.500000 Penalty: 5050.811523
	Iteration 4F: 3 clusters Score -3447050 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3448539.500000 Penalty: 5050.811523
	Iteration 5F: 3 clusters Score -3448540 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3449631.000000 Penalty: 5050.811523
	Iteration 6F: 3 clusters Score -3449631 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -3450390.250000 Penalty: 5050.811523
	Iteration 7Q: 3 clusters Score -3450390 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3451021.750000 Penalty: 5050.811523
	Iteration 8Q: 3 clusters Score -3451022 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3451726.750000 Penalty: 5050.811523
	Iteration 9Q: 3 clusters Score -3451727 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -3452495.000000 Penalty: 5050.811523
	Iteration 10Q: 3 clusters Score -3452495 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -3453237.250000 Penalty: 5050.811523
	Iteration 11Q: 3 clusters Score -3453237 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -3453688.750000 Penalty: 5050.811523
	Iteration 12Q: 3 clusters Score -3453689 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -3453905.750000 Penalty: 5050.811523
	Iteration 13Q: 3 clusters Score -3453906 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -3453989.500000 Penalty: 5050.811523
	Iteration 14Q: 3 clusters Score -3453990 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -3454037.500000 Penalty: 5050.811523
	Iteration 15Q: 3 clusters Score -3454038 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3454062.000000 Penalty: 5050.811523
	Iteration 16Q: 3 clusters Score -3454062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3454064.750000 Penalty: 5050.811523
	Iteration 17Q: 3 clusters Score -3454065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3454068.000000 Penalty: 5050.811523
	Iteration 18Q: 3 clusters Score -3454068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3454070.250000 Penalty: 5050.811523
	Iteration 19Q: 3 clusters Score -3454070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -3454067.250000 Penalty: 5050.811523
	Iteration 20F: 3 clusters Score -3454067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3454066.250000 Penalty: 5050.811523
	Iteration 21Q: 3 clusters Score -3454066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3454073.000000 Penalty: 5050.811523
	Iteration 22Q: 3 clusters Score -3454073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3454080.750000 Penalty: 5050.811523
	Iteration 23Q: 3 clusters Score -3454081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -3454080.750000 Penalty: 5050.811523
	Iteration 24Q: 3 clusters Score -3454081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -3454085.000000 Penalty: 5050.811523
	Iteration 25Q: 3 clusters Score -3454085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3454083.000000 Penalty: 5050.811523
	Iteration 26Q: 3 clusters Score -3454083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3454083.000000 Penalty: 5050.811523
	Iteration 27F: 3 clusters Score -3454083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Entering Unmasked Estep 
Score: -18351.351562 Penalty: 1299.953247
	Iteration 0F: 2 clusters Score -18351.35 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 93 members 
Entering Unmasked Estep 
Score: -17307.964844 Penalty: 2599.906494
	Iteration 0F: 3 clusters Score -17307.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17441.603516 Penalty: 2599.906494
	Iteration 1F: 3 clusters Score -17441.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17538.017578 Penalty: 2599.906494
	Iteration 2F: 3 clusters Score -17538.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17577.652344 Penalty: 2599.906494
	Iteration 3Q: 3 clusters Score -17577.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17608.916016 Penalty: 2599.906494
	Iteration 4Q: 3 clusters Score -17608.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17623.878906 Penalty: 2599.906494
	Iteration 5Q: 3 clusters Score -17623.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17631.904297 Penalty: 2599.906494
	Iteration 6Q: 3 clusters Score -17631.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17631.904297 Penalty: 2599.906494
	Iteration 7F: 3 clusters Score -17631.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -243567.078125 Penalty: 1865.286865
	Iteration 0F: 2 clusters Score -243567.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -241041.546875 Penalty: 3730.573730
	Iteration 0F: 3 clusters Score -241041.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -241477.828125 Penalty: 3730.573730
	Iteration 1F: 3 clusters Score -241477.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -241602.718750 Penalty: 3730.573730
	Iteration 2F: 3 clusters Score -241602.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -241663.000000 Penalty: 3730.573730
	Iteration 3Q: 3 clusters Score -241663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -241688.359375 Penalty: 3730.573730
	Iteration 4Q: 3 clusters Score -241688.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -241703.093750 Penalty: 3730.573730
	Iteration 5Q: 3 clusters Score -241703.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -241718.406250 Penalty: 3730.573730
	Iteration 6Q: 3 clusters Score -241718.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -241731.593750 Penalty: 3730.573730
	Iteration 7Q: 3 clusters Score -241731.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -241745.125000 Penalty: 3730.573730
	Iteration 8Q: 3 clusters Score -241745.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -241758.281250 Penalty: 3730.573730
	Iteration 9Q: 3 clusters Score -241758.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -241764.218750 Penalty: 3730.573730
	Iteration 10Q: 3 clusters Score -241764.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -241770.500000 Penalty: 3730.573730
	Iteration 11Q: 3 clusters Score -241770.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -241775.015625 Penalty: 3730.573730
	Iteration 12Q: 3 clusters Score -241775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -241779.093750 Penalty: 3730.573730
	Iteration 13Q: 3 clusters Score -241779.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -241782.062500 Penalty: 3730.573730
	Iteration 14Q: 3 clusters Score -241782.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -241783.562500 Penalty: 3730.573730
	Iteration 15Q: 3 clusters Score -241783.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -241783.625000 Penalty: 3730.573730
	Iteration 16Q: 3 clusters Score -241783.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -241783.625000 Penalty: 3730.573730
	Iteration 17F: 3 clusters Score -241783.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Entering Unmasked Estep 
Score: -1759350.000000 Penalty: 2359.397217
	Iteration 0F: 2 clusters Score -1759350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1749332.375000 Penalty: 4718.794434
	Iteration 0F: 3 clusters Score -1749332 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1752498.500000 Penalty: 4718.794434
	Iteration 1F: 3 clusters Score -1752498 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1752783.625000 Penalty: 4718.794434
	Iteration 2F: 3 clusters Score -1752784 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1752995.625000 Penalty: 4718.794434
	Iteration 3Q: 3 clusters Score -1752996 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1753145.750000 Penalty: 4718.794434
	Iteration 4Q: 3 clusters Score -1753146 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1753263.125000 Penalty: 4718.794434
	Iteration 5Q: 3 clusters Score -1753263 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1753368.750000 Penalty: 4718.794434
	Iteration 6Q: 3 clusters Score -1753369 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1753466.625000 Penalty: 4718.794434
	Iteration 7Q: 3 clusters Score -1753467 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1753566.500000 Penalty: 4718.794434
	Iteration 8Q: 3 clusters Score -1753566 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1753694.250000 Penalty: 4718.794434
	Iteration 9Q: 3 clusters Score -1753694 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1753857.125000 Penalty: 4718.794434
	Iteration 10Q: 3 clusters Score -1753857 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1754047.250000 Penalty: 4718.794434
	Iteration 11Q: 3 clusters Score -1754047 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1754286.500000 Penalty: 4718.794434
	Iteration 12Q: 3 clusters Score -1754286 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1754572.750000 Penalty: 4718.794434
	Iteration 13Q: 3 clusters Score -1754573 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1754924.375000 Penalty: 4718.794434
	Iteration 14Q: 3 clusters Score -1754924 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1755354.625000 Penalty: 4718.794434
	Iteration 15Q: 3 clusters Score -1755355 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1755862.250000 Penalty: 4718.794434
	Iteration 16Q: 3 clusters Score -1755862 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1756339.750000 Penalty: 4718.794434
	Iteration 17Q: 3 clusters Score -1756340 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1756700.375000 Penalty: 4718.794434
	Iteration 18Q: 3 clusters Score -1756700 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1756910.750000 Penalty: 4718.794434
	Iteration 19Q: 3 clusters Score -1756911 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1757027.375000 Penalty: 4718.794434
	Iteration 20F: 3 clusters Score -1757027 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1757127.375000 Penalty: 4718.794434
	Iteration 21Q: 3 clusters Score -1757127 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1757194.250000 Penalty: 4718.794434
	Iteration 22Q: 3 clusters Score -1757194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1757232.000000 Penalty: 4718.794434
	Iteration 23Q: 3 clusters Score -1757232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1757252.500000 Penalty: 4718.794434
	Iteration 24Q: 3 clusters Score -1757252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1757280.125000 Penalty: 4718.794434
	Iteration 25Q: 3 clusters Score -1757280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1757298.250000 Penalty: 4718.794434
	Iteration 26Q: 3 clusters Score -1757298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1757308.875000 Penalty: 4718.794434
	Iteration 27Q: 3 clusters Score -1757309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1757317.250000 Penalty: 4718.794434
	Iteration 28Q: 3 clusters Score -1757317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1757322.500000 Penalty: 4718.794434
	Iteration 29Q: 3 clusters Score -1757322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1757326.000000 Penalty: 4718.794434
	Iteration 30Q: 3 clusters Score -1757326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1757328.000000 Penalty: 4718.794434
	Iteration 31Q: 3 clusters Score -1757328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1757333.750000 Penalty: 4718.794434
	Iteration 32Q: 3 clusters Score -1757334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1757341.500000 Penalty: 4718.794434
	Iteration 33Q: 3 clusters Score -1757342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1757345.625000 Penalty: 4718.794434
	Iteration 34Q: 3 clusters Score -1757346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1757349.375000 Penalty: 4718.794434
	Iteration 35Q: 3 clusters Score -1757349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1757349.375000 Penalty: 4718.794434
	Iteration 36F: 3 clusters Score -1757349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Entering Unmasked Estep 
Score: -425686.937500 Penalty: 2015.303223
	Iteration 0F: 2 clusters Score -425686.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -422163.093750 Penalty: 4030.606445
	Iteration 0F: 3 clusters Score -422163.1 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -422904.937500 Penalty: 4030.606445
	Iteration 1F: 3 clusters Score -422904.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -423081.812500 Penalty: 4030.606445
	Iteration 2F: 3 clusters Score -423081.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -423194.031250 Penalty: 4030.606445
	Iteration 3F: 3 clusters Score -423194 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -423262.562500 Penalty: 4030.606445
	Iteration 4Q: 3 clusters Score -423262.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -423306.312500 Penalty: 4030.606445
	Iteration 5Q: 3 clusters Score -423306.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -423336.656250 Penalty: 4030.606445
	Iteration 6Q: 3 clusters Score -423336.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -423363.406250 Penalty: 4030.606445
	Iteration 7Q: 3 clusters Score -423363.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -423386.968750 Penalty: 4030.606445
	Iteration 8Q: 3 clusters Score -423387 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -423404.625000 Penalty: 4030.606445
	Iteration 9Q: 3 clusters Score -423404.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -423415.843750 Penalty: 4030.606445
	Iteration 10Q: 3 clusters Score -423415.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -423422.937500 Penalty: 4030.606445
	Iteration 11Q: 3 clusters Score -423422.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -423427.468750 Penalty: 4030.606445
	Iteration 12Q: 3 clusters Score -423427.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -423430.875000 Penalty: 4030.606445
	Iteration 13Q: 3 clusters Score -423430.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -423434.187500 Penalty: 4030.606445
	Iteration 14Q: 3 clusters Score -423434.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -423438.531250 Penalty: 4030.606445
	Iteration 15Q: 3 clusters Score -423438.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -423443.406250 Penalty: 4030.606445
	Iteration 16Q: 3 clusters Score -423443.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -423447.593750 Penalty: 4030.606445
	Iteration 17Q: 3 clusters Score -423447.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -423450.562500 Penalty: 4030.606445
	Iteration 18Q: 3 clusters Score -423450.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -423452.625000 Penalty: 4030.606445
	Iteration 19Q: 3 clusters Score -423452.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -423457.281250 Penalty: 4030.606445
	Iteration 20F: 3 clusters Score -423457.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -423459.562500 Penalty: 4030.606445
	Iteration 21Q: 3 clusters Score -423459.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -423461.562500 Penalty: 4030.606445
	Iteration 22Q: 3 clusters Score -423461.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -423464.093750 Penalty: 4030.606445
	Iteration 23Q: 3 clusters Score -423464.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -423465.375000 Penalty: 4030.606445
	Iteration 24Q: 3 clusters Score -423465.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -423466.031250 Penalty: 4030.606445
	Iteration 25Q: 3 clusters Score -423466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -423466.031250 Penalty: 4030.606445
	Iteration 26F: 3 clusters Score -423466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -86767.421875 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -86767.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -85203.203125 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -85203.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -85659.703125 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -85659.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -85822.085938 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -85822.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -85886.187500 Penalty: 3298.538330
	Iteration 3Q: 3 clusters Score -85886.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -85963.679688 Penalty: 3298.538330
	Iteration 4Q: 3 clusters Score -85963.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86011.875000 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -86011.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -86102.351562 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -86102.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -86211.382812 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -86211.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -86353.570312 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -86353.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86433.273438 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -86433.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -86518.734375 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -86518.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -86569.046875 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -86569.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -86697.476562 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -86697.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -86722.140625 Penalty: 3298.538330
	Iteration 13Q: 3 clusters Score -86722.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -86751.359375 Penalty: 3298.538330
	Iteration 14Q: 3 clusters Score -86751.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -86767.562500 Penalty: 3298.538330
	Iteration 15Q: 3 clusters Score -86767.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86768.476562 Penalty: 3298.538330
	Iteration 16Q: 3 clusters Score -86768.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86768.476562 Penalty: 3298.538330
	Iteration 17F: 3 clusters Score -86768.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 96578 members 
Mstep: Class 4 contains 5517 members 
Mstep: Class 5 contains 22353 members 
Mstep: Class 6 contains 125757 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 36635 members 
Mstep: Class 9 contains 9692 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10700 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 33500 members 
Mstep: Class 14 contains 2759 members 
Mstep: Class 15 contains 18584 members 
Mstep: Class 16 contains 5349 members 
Mstep: Class 17 contains 5929 members 
Mstep: Class 18 contains 26452 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 13544 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 361 members 
Mstep: Class 24 contains 4387 members 
Mstep: Class 25 contains 13074 members 
Mstep: Class 26 contains 4819 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 297 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 749 members 
Mstep: Class 31 contains 10286 members 
Mstep: Class 32 contains 2467 members 
Mstep: Class 33 contains 8939 members 
Mstep: Class 34 contains 382 members 
Mstep: Class 35 contains 40770 members 
Mstep: Class 36 contains 418 members 
Mstep: Class 37 contains 467 members 
Mstep: Class 38 contains 935 members 
Mstep: Class 39 contains 526 members 
Mstep: Class 40 contains 412 members 
Entering Unmasked Estep 
Score: -73856144.000000 Penalty: 131636.281250
Splitting cluster 23 changes total score from -73856480.000000 to -73856144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (4387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Entering Unmasked Estep 
Score: -577822.312500 Penalty: 2079.827393
	Iteration 0F: 2 clusters Score -577822.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -573729.437500 Penalty: 4159.654785
	Iteration 0F: 3 clusters Score -573729.4 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -574740.687500 Penalty: 4159.654785
	Iteration 1F: 3 clusters Score -574740.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -574998.125000 Penalty: 4159.654785
	Iteration 2F: 3 clusters Score -574998.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -575152.125000 Penalty: 4159.654785
	Iteration 3F: 3 clusters Score -575152.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -575284.875000 Penalty: 4159.654785
	Iteration 4Q: 3 clusters Score -575284.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -575406.937500 Penalty: 4159.654785
	Iteration 5Q: 3 clusters Score -575406.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -575521.000000 Penalty: 4159.654785
	Iteration 6Q: 3 clusters Score -575521 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -575618.875000 Penalty: 4159.654785
	Iteration 7Q: 3 clusters Score -575618.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -575695.187500 Penalty: 4159.654785
	Iteration 8Q: 3 clusters Score -575695.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -575755.625000 Penalty: 4159.654785
	Iteration 9Q: 3 clusters Score -575755.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -575818.562500 Penalty: 4159.654785
	Iteration 10Q: 3 clusters Score -575818.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -575867.687500 Penalty: 4159.654785
	Iteration 11Q: 3 clusters Score -575867.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -575905.562500 Penalty: 4159.654785
	Iteration 12Q: 3 clusters Score -575905.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -575938.000000 Penalty: 4159.654785
	Iteration 13Q: 3 clusters Score -575938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -575957.687500 Penalty: 4159.654785
	Iteration 14Q: 3 clusters Score -575957.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -575982.375000 Penalty: 4159.654785
	Iteration 15Q: 3 clusters Score -575982.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -576013.750000 Penalty: 4159.654785
	Iteration 16Q: 3 clusters Score -576013.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -576036.500000 Penalty: 4159.654785
	Iteration 17Q: 3 clusters Score -576036.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -576057.000000 Penalty: 4159.654785
	Iteration 18Q: 3 clusters Score -576057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -576072.062500 Penalty: 4159.654785
	Iteration 19Q: 3 clusters Score -576072.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -576083.000000 Penalty: 4159.654785
	Iteration 20F: 3 clusters Score -576083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -576091.562500 Penalty: 4159.654785
	Iteration 21Q: 3 clusters Score -576091.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -576103.062500 Penalty: 4159.654785
	Iteration 22Q: 3 clusters Score -576103.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -576116.562500 Penalty: 4159.654785
	Iteration 23Q: 3 clusters Score -576116.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -576129.625000 Penalty: 4159.654785
	Iteration 24Q: 3 clusters Score -576129.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -576138.937500 Penalty: 4159.654785
	Iteration 25Q: 3 clusters Score -576138.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -576145.500000 Penalty: 4159.654785
	Iteration 26Q: 3 clusters Score -576145.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -576151.812500 Penalty: 4159.654785
	Iteration 27Q: 3 clusters Score -576151.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -576159.375000 Penalty: 4159.654785
	Iteration 28Q: 3 clusters Score -576159.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -576167.500000 Penalty: 4159.654785
	Iteration 29Q: 3 clusters Score -576167.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -576174.000000 Penalty: 4159.654785
	Iteration 30Q: 3 clusters Score -576174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -576179.687500 Penalty: 4159.654785
	Iteration 31Q: 3 clusters Score -576179.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -576183.875000 Penalty: 4159.654785
	Iteration 32Q: 3 clusters Score -576183.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -576188.437500 Penalty: 4159.654785
	Iteration 33Q: 3 clusters Score -576188.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -576188.500000 Penalty: 4159.654785
	Iteration 34Q: 3 clusters Score -576188.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -576191.562500 Penalty: 4159.654785
	Iteration 35Q: 3 clusters Score -576191.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -576192.125000 Penalty: 4159.654785
	Iteration 36Q: 3 clusters Score -576192.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -576193.000000 Penalty: 4159.654785
	Iteration 37Q: 3 clusters Score -576193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -576192.312500 Penalty: 4159.654785
	Iteration 38Q: 3 clusters Score -576192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -576192.875000 Penalty: 4159.654785
	Iteration 39Q: 3 clusters Score -576192.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -576193.000000 Penalty: 4159.654785
	Iteration 40F: 3 clusters Score -576193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -576192.500000 Penalty: 4159.654785
	Iteration 41Q: 3 clusters Score -576192.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -576194.937500 Penalty: 4159.654785
	Iteration 42Q: 3 clusters Score -576194.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -576195.875000 Penalty: 4159.654785
	Iteration 43Q: 3 clusters Score -576195.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -576197.625000 Penalty: 4159.654785
	Iteration 44Q: 3 clusters Score -576197.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -576198.937500 Penalty: 4159.654785
	Iteration 45Q: 3 clusters Score -576198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -576200.250000 Penalty: 4159.654785
	Iteration 46Q: 3 clusters Score -576200.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -576202.187500 Penalty: 4159.654785
	Iteration 47Q: 3 clusters Score -576202.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -576203.062500 Penalty: 4159.654785
	Iteration 48Q: 3 clusters Score -576203.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -576203.062500 Penalty: 4159.654785
	Iteration 49F: 3 clusters Score -576203.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Entering Unmasked Estep 
Score: -1581169.875000 Penalty: 2350.638428
	Iteration 0F: 2 clusters Score -1581170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1571465.500000 Penalty: 4701.276855
	Iteration 0F: 3 clusters Score -1571466 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1574721.750000 Penalty: 4701.276855
	Iteration 1F: 3 clusters Score -1574722 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1575259.125000 Penalty: 4701.276855
	Iteration 2F: 3 clusters Score -1575259 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1575797.125000 Penalty: 4701.276855
	Iteration 3F: 3 clusters Score -1575797 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1576402.500000 Penalty: 4701.276855
	Iteration 4F: 3 clusters Score -1576402 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1576979.000000 Penalty: 4701.276855
	Iteration 5F: 3 clusters Score -1576979 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1577490.875000 Penalty: 4701.276855
	Iteration 6F: 3 clusters Score -1577491 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1578024.250000 Penalty: 4701.276855
	Iteration 7F: 3 clusters Score -1578024 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1578543.250000 Penalty: 4701.276855
	Iteration 8F: 3 clusters Score -1578543 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1578936.625000 Penalty: 4701.276855
	Iteration 9Q: 3 clusters Score -1578937 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1579211.875000 Penalty: 4701.276855
	Iteration 10Q: 3 clusters Score -1579212 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1579405.250000 Penalty: 4701.276855
	Iteration 11Q: 3 clusters Score -1579405 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1579547.250000 Penalty: 4701.276855
	Iteration 12Q: 3 clusters Score -1579547 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1579631.750000 Penalty: 4701.276855
	Iteration 13Q: 3 clusters Score -1579632 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1579688.125000 Penalty: 4701.276855
	Iteration 14Q: 3 clusters Score -1579688 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1579722.125000 Penalty: 4701.276855
	Iteration 15Q: 3 clusters Score -1579722 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1579755.875000 Penalty: 4701.276855
	Iteration 16Q: 3 clusters Score -1579756 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1579789.250000 Penalty: 4701.276855
	Iteration 17Q: 3 clusters Score -1579789 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1579815.500000 Penalty: 4701.276855
	Iteration 18Q: 3 clusters Score -1579816 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1579829.125000 Penalty: 4701.276855
	Iteration 19Q: 3 clusters Score -1579829 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1579844.750000 Penalty: 4701.276855
	Iteration 20F: 3 clusters Score -1579845 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1579853.625000 Penalty: 4701.276855
	Iteration 21Q: 3 clusters Score -1579854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1579865.375000 Penalty: 4701.276855
	Iteration 22Q: 3 clusters Score -1579865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1579870.375000 Penalty: 4701.276855
	Iteration 23Q: 3 clusters Score -1579870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1579872.750000 Penalty: 4701.276855
	Iteration 24Q: 3 clusters Score -1579873 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1579880.750000 Penalty: 4701.276855
	Iteration 25Q: 3 clusters Score -1579881 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1579888.125000 Penalty: 4701.276855
	Iteration 26Q: 3 clusters Score -1579888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1579885.000000 Penalty: 4701.276855
	Iteration 27Q: 3 clusters Score -1579885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1579894.500000 Penalty: 4701.276855
	Iteration 28Q: 3 clusters Score -1579894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1579899.875000 Penalty: 4701.276855
	Iteration 29Q: 3 clusters Score -1579900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1579902.625000 Penalty: 4701.276855
	Iteration 30Q: 3 clusters Score -1579903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1579903.500000 Penalty: 4701.276855
	Iteration 31Q: 3 clusters Score -1579904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1579903.625000 Penalty: 4701.276855
	Iteration 32Q: 3 clusters Score -1579904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1579904.000000 Penalty: 4701.276855
	Iteration 33Q: 3 clusters Score -1579904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1579906.250000 Penalty: 4701.276855
	Iteration 34Q: 3 clusters Score -1579906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1579910.750000 Penalty: 4701.276855
	Iteration 35Q: 3 clusters Score -1579911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1579912.625000 Penalty: 4701.276855
	Iteration 36Q: 3 clusters Score -1579913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1579917.000000 Penalty: 4701.276855
	Iteration 37Q: 3 clusters Score -1579917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1579914.625000 Penalty: 4701.276855
	Iteration 38Q: 3 clusters Score -1579915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1579920.875000 Penalty: 4701.276855
	Iteration 39Q: 3 clusters Score -1579921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1579924.000000 Penalty: 4701.276855
	Iteration 40F: 3 clusters Score -1579924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1579924.750000 Penalty: 4701.276855
	Iteration 41Q: 3 clusters Score -1579925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1579922.375000 Penalty: 4701.276855
	Iteration 42Q: 3 clusters Score -1579922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1579924.875000 Penalty: 4701.276855
	Iteration 43Q: 3 clusters Score -1579925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1579926.250000 Penalty: 4701.276855
	Iteration 44Q: 3 clusters Score -1579926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1579929.250000 Penalty: 4701.276855
	Iteration 45Q: 3 clusters Score -1579929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1579933.250000 Penalty: 4701.276855
	Iteration 46Q: 3 clusters Score -1579933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1579937.500000 Penalty: 4701.276855
	Iteration 47Q: 3 clusters Score -1579938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1579937.250000 Penalty: 4701.276855
	Iteration 48Q: 3 clusters Score -1579937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1579938.125000 Penalty: 4701.276855
	Iteration 49Q: 3 clusters Score -1579938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1579941.000000 Penalty: 4701.276855
	Iteration 50Q: 3 clusters Score -1579941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1579944.500000 Penalty: 4701.276855
	Iteration 51Q: 3 clusters Score -1579944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1579939.250000 Penalty: 4701.276855
	Iteration 52Q: 3 clusters Score -1579939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1579942.750000 Penalty: 4701.276855
	Iteration 53Q: 3 clusters Score -1579943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1579946.000000 Penalty: 4701.276855
	Iteration 54Q: 3 clusters Score -1579946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1579942.375000 Penalty: 4701.276855
	Iteration 55Q: 3 clusters Score -1579942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1579941.875000 Penalty: 4701.276855
	Iteration 56Q: 3 clusters Score -1579942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1579941.500000 Penalty: 4701.276855
	Iteration 57Q: 3 clusters Score -1579942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1579944.875000 Penalty: 4701.276855
	Iteration 58Q: 3 clusters Score -1579945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1579947.125000 Penalty: 4701.276855
	Iteration 59Q: 3 clusters Score -1579947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1579946.500000 Penalty: 4701.276855
	Iteration 60F: 3 clusters Score -1579946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1579947.500000 Penalty: 4701.276855
	Iteration 61Q: 3 clusters Score -1579948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1579947.250000 Penalty: 4701.276855
	Iteration 62Q: 3 clusters Score -1579947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1579951.500000 Penalty: 4701.276855
	Iteration 63Q: 3 clusters Score -1579952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1579954.625000 Penalty: 4701.276855
	Iteration 64Q: 3 clusters Score -1579955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1579950.625000 Penalty: 4701.276855
	Iteration 65Q: 3 clusters Score -1579951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1579952.250000 Penalty: 4701.276855
	Iteration 66Q: 3 clusters Score -1579952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1579953.000000 Penalty: 4701.276855
	Iteration 67Q: 3 clusters Score -1579953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1579952.250000 Penalty: 4701.276855
	Iteration 68Q: 3 clusters Score -1579952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1579954.250000 Penalty: 4701.276855
	Iteration 69Q: 3 clusters Score -1579954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1579954.625000 Penalty: 4701.276855
	Iteration 70Q: 3 clusters Score -1579955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1579954.125000 Penalty: 4701.276855
	Iteration 71Q: 3 clusters Score -1579954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1579954.125000 Penalty: 4701.276855
	Iteration 72F: 3 clusters Score -1579954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Entering Unmasked Estep 
Score: -625746.375000 Penalty: 2103.119873
	Iteration 0F: 2 clusters Score -625746.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -621379.000000 Penalty: 4206.239746
	Iteration 0F: 3 clusters Score -621379 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -622355.687500 Penalty: 4206.239746
	Iteration 1F: 3 clusters Score -622355.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -622536.562500 Penalty: 4206.239746
	Iteration 2F: 3 clusters Score -622536.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -622663.375000 Penalty: 4206.239746
	Iteration 3Q: 3 clusters Score -622663.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -622763.812500 Penalty: 4206.239746
	Iteration 4Q: 3 clusters Score -622763.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -622838.500000 Penalty: 4206.239746
	Iteration 5Q: 3 clusters Score -622838.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -622886.687500 Penalty: 4206.239746
	Iteration 6Q: 3 clusters Score -622886.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -622926.000000 Penalty: 4206.239746
	Iteration 7Q: 3 clusters Score -622926 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -622958.625000 Penalty: 4206.239746
	Iteration 8Q: 3 clusters Score -622958.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -622990.375000 Penalty: 4206.239746
	Iteration 9Q: 3 clusters Score -622990.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -623016.250000 Penalty: 4206.239746
	Iteration 10Q: 3 clusters Score -623016.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -623045.312500 Penalty: 4206.239746
	Iteration 11Q: 3 clusters Score -623045.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -623062.625000 Penalty: 4206.239746
	Iteration 12Q: 3 clusters Score -623062.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -623079.250000 Penalty: 4206.239746
	Iteration 13Q: 3 clusters Score -623079.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -623090.937500 Penalty: 4206.239746
	Iteration 14Q: 3 clusters Score -623090.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -623099.750000 Penalty: 4206.239746
	Iteration 15Q: 3 clusters Score -623099.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -623104.937500 Penalty: 4206.239746
	Iteration 16Q: 3 clusters Score -623104.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -623109.062500 Penalty: 4206.239746
	Iteration 17Q: 3 clusters Score -623109.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -623114.562500 Penalty: 4206.239746
	Iteration 18Q: 3 clusters Score -623114.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -623119.062500 Penalty: 4206.239746
	Iteration 19Q: 3 clusters Score -623119.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -623123.625000 Penalty: 4206.239746
	Iteration 20F: 3 clusters Score -623123.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -623126.437500 Penalty: 4206.239746
	Iteration 21Q: 3 clusters Score -623126.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -623129.500000 Penalty: 4206.239746
	Iteration 22Q: 3 clusters Score -623129.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -623132.875000 Penalty: 4206.239746
	Iteration 23Q: 3 clusters Score -623132.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -623134.875000 Penalty: 4206.239746
	Iteration 24Q: 3 clusters Score -623134.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -623138.687500 Penalty: 4206.239746
	Iteration 25Q: 3 clusters Score -623138.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -623140.875000 Penalty: 4206.239746
	Iteration 26Q: 3 clusters Score -623140.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -623142.937500 Penalty: 4206.239746
	Iteration 27Q: 3 clusters Score -623142.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -623146.500000 Penalty: 4206.239746
	Iteration 28Q: 3 clusters Score -623146.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -623148.875000 Penalty: 4206.239746
	Iteration 29Q: 3 clusters Score -623148.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -623152.000000 Penalty: 4206.239746
	Iteration 30Q: 3 clusters Score -623152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -623155.375000 Penalty: 4206.239746
	Iteration 31Q: 3 clusters Score -623155.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -623156.500000 Penalty: 4206.239746
	Iteration 32Q: 3 clusters Score -623156.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -623160.375000 Penalty: 4206.239746
	Iteration 33Q: 3 clusters Score -623160.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -623163.312500 Penalty: 4206.239746
	Iteration 34Q: 3 clusters Score -623163.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -623165.125000 Penalty: 4206.239746
	Iteration 35Q: 3 clusters Score -623165.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -623164.062500 Penalty: 4206.239746
	Iteration 36Q: 3 clusters Score -623164.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -623166.687500 Penalty: 4206.239746
	Iteration 37Q: 3 clusters Score -623166.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -623168.687500 Penalty: 4206.239746
	Iteration 38Q: 3 clusters Score -623168.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -623170.125000 Penalty: 4206.239746
	Iteration 39Q: 3 clusters Score -623170.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -623172.937500 Penalty: 4206.239746
	Iteration 40F: 3 clusters Score -623172.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -623176.812500 Penalty: 4206.239746
	Iteration 41Q: 3 clusters Score -623176.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -623178.437500 Penalty: 4206.239746
	Iteration 42Q: 3 clusters Score -623178.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -623180.937500 Penalty: 4206.239746
	Iteration 43Q: 3 clusters Score -623180.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -623181.125000 Penalty: 4206.239746
	Iteration 44Q: 3 clusters Score -623181.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -623181.562500 Penalty: 4206.239746
	Iteration 45Q: 3 clusters Score -623181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -623183.437500 Penalty: 4206.239746
	Iteration 46Q: 3 clusters Score -623183.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -623183.875000 Penalty: 4206.239746
	Iteration 47Q: 3 clusters Score -623183.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -623184.500000 Penalty: 4206.239746
	Iteration 48Q: 3 clusters Score -623184.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -623186.187500 Penalty: 4206.239746
	Iteration 49Q: 3 clusters Score -623186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -623187.062500 Penalty: 4206.239746
	Iteration 50Q: 3 clusters Score -623187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -623189.500000 Penalty: 4206.239746
	Iteration 51Q: 3 clusters Score -623189.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -623190.437500 Penalty: 4206.239746
	Iteration 52Q: 3 clusters Score -623190.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -623190.500000 Penalty: 4206.239746
	Iteration 53Q: 3 clusters Score -623190.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -623190.500000 Penalty: 4206.239746
	Iteration 54F: 3 clusters Score -623190.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -261421.187500 Penalty: 1909.111206
	Iteration 0F: 2 clusters Score -261421.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -258671.703125 Penalty: 3818.222412
	Iteration 0F: 3 clusters Score -258671.7 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -259143.687500 Penalty: 3818.222412
	Iteration 1F: 3 clusters Score -259143.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -259306.015625 Penalty: 3818.222412
	Iteration 2F: 3 clusters Score -259306 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -259425.625000 Penalty: 3818.222412
	Iteration 3Q: 3 clusters Score -259425.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -259508.031250 Penalty: 3818.222412
	Iteration 4Q: 3 clusters Score -259508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -259568.203125 Penalty: 3818.222412
	Iteration 5Q: 3 clusters Score -259568.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -259618.875000 Penalty: 3818.222412
	Iteration 6Q: 3 clusters Score -259618.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -259679.578125 Penalty: 3818.222412
	Iteration 7Q: 3 clusters Score -259679.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -259722.437500 Penalty: 3818.222412
	Iteration 8Q: 3 clusters Score -259722.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -259776.140625 Penalty: 3818.222412
	Iteration 9Q: 3 clusters Score -259776.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -259829.968750 Penalty: 3818.222412
	Iteration 10Q: 3 clusters Score -259830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -259873.546875 Penalty: 3818.222412
	Iteration 11Q: 3 clusters Score -259873.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -259916.468750 Penalty: 3818.222412
	Iteration 12Q: 3 clusters Score -259916.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -259952.328125 Penalty: 3818.222412
	Iteration 13Q: 3 clusters Score -259952.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -259982.640625 Penalty: 3818.222412
	Iteration 14Q: 3 clusters Score -259982.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -259999.484375 Penalty: 3818.222412
	Iteration 15Q: 3 clusters Score -259999.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -260013.140625 Penalty: 3818.222412
	Iteration 16Q: 3 clusters Score -260013.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -260026.265625 Penalty: 3818.222412
	Iteration 17Q: 3 clusters Score -260026.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -260034.359375 Penalty: 3818.222412
	Iteration 18Q: 3 clusters Score -260034.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -260038.609375 Penalty: 3818.222412
	Iteration 19Q: 3 clusters Score -260038.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -260044.734375 Penalty: 3818.222412
	Iteration 20F: 3 clusters Score -260044.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -260050.890625 Penalty: 3818.222412
	Iteration 21Q: 3 clusters Score -260050.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -260057.890625 Penalty: 3818.222412
	Iteration 22Q: 3 clusters Score -260057.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -260065.468750 Penalty: 3818.222412
	Iteration 23Q: 3 clusters Score -260065.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -260072.890625 Penalty: 3818.222412
	Iteration 24Q: 3 clusters Score -260072.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -260079.312500 Penalty: 3818.222412
	Iteration 25Q: 3 clusters Score -260079.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -260085.562500 Penalty: 3818.222412
	Iteration 26Q: 3 clusters Score -260085.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -260092.765625 Penalty: 3818.222412
	Iteration 27Q: 3 clusters Score -260092.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -260098.203125 Penalty: 3818.222412
	Iteration 28Q: 3 clusters Score -260098.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -260104.312500 Penalty: 3818.222412
	Iteration 29Q: 3 clusters Score -260104.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -260114.062500 Penalty: 3818.222412
	Iteration 30Q: 3 clusters Score -260114.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -260123.984375 Penalty: 3818.222412
	Iteration 31Q: 3 clusters Score -260124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -260130.109375 Penalty: 3818.222412
	Iteration 32Q: 3 clusters Score -260130.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -260138.265625 Penalty: 3818.222412
	Iteration 33Q: 3 clusters Score -260138.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -260142.703125 Penalty: 3818.222412
	Iteration 34Q: 3 clusters Score -260142.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -260146.656250 Penalty: 3818.222412
	Iteration 35Q: 3 clusters Score -260146.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -260150.062500 Penalty: 3818.222412
	Iteration 36Q: 3 clusters Score -260150.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -260154.359375 Penalty: 3818.222412
	Iteration 37Q: 3 clusters Score -260154.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -260159.468750 Penalty: 3818.222412
	Iteration 38Q: 3 clusters Score -260159.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -260163.046875 Penalty: 3818.222412
	Iteration 39Q: 3 clusters Score -260163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -260171.609375 Penalty: 3818.222412
	Iteration 40F: 3 clusters Score -260171.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -260177.000000 Penalty: 3818.222412
	Iteration 41Q: 3 clusters Score -260177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -260180.328125 Penalty: 3818.222412
	Iteration 42Q: 3 clusters Score -260180.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -260184.750000 Penalty: 3818.222412
	Iteration 43Q: 3 clusters Score -260184.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -260188.765625 Penalty: 3818.222412
	Iteration 44Q: 3 clusters Score -260188.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -260195.562500 Penalty: 3818.222412
	Iteration 45Q: 3 clusters Score -260195.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -260207.765625 Penalty: 3818.222412
	Iteration 46Q: 3 clusters Score -260207.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -260220.187500 Penalty: 3818.222412
	Iteration 47Q: 3 clusters Score -260220.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -260225.796875 Penalty: 3818.222412
	Iteration 48Q: 3 clusters Score -260225.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -260232.015625 Penalty: 3818.222412
	Iteration 49Q: 3 clusters Score -260232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -260238.984375 Penalty: 3818.222412
	Iteration 50Q: 3 clusters Score -260239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -260243.046875 Penalty: 3818.222412
	Iteration 51Q: 3 clusters Score -260243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -260248.812500 Penalty: 3818.222412
	Iteration 52Q: 3 clusters Score -260248.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -260260.953125 Penalty: 3818.222412
	Iteration 53Q: 3 clusters Score -260261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -260269.109375 Penalty: 3818.222412
	Iteration 54Q: 3 clusters Score -260269.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -260277.109375 Penalty: 3818.222412
	Iteration 55Q: 3 clusters Score -260277.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -260282.140625 Penalty: 3818.222412
	Iteration 56Q: 3 clusters Score -260282.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -260289.640625 Penalty: 3818.222412
	Iteration 57Q: 3 clusters Score -260289.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -260299.750000 Penalty: 3818.222412
	Iteration 58Q: 3 clusters Score -260299.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -260307.500000 Penalty: 3818.222412
	Iteration 59Q: 3 clusters Score -260307.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -260313.875000 Penalty: 3818.222412
	Iteration 60F: 3 clusters Score -260313.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -260314.546875 Penalty: 3818.222412
	Iteration 61Q: 3 clusters Score -260314.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -260314.546875 Penalty: 3818.222412
	Iteration 62F: 3 clusters Score -260314.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -30126.894531 Penalty: 1412.045654
	Iteration 0F: 2 clusters Score -30126.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28948.666016 Penalty: 2824.091309
	Iteration 0F: 3 clusters Score -28948.67 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29142.748047 Penalty: 2824.091309
	Iteration 1F: 3 clusters Score -29142.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29211.306641 Penalty: 2824.091309
	Iteration 2Q: 3 clusters Score -29211.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29230.832031 Penalty: 2824.091309
	Iteration 3Q: 3 clusters Score -29230.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29245.865234 Penalty: 2824.091309
	Iteration 4Q: 3 clusters Score -29245.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29250.341797 Penalty: 2824.091309
	Iteration 5Q: 3 clusters Score -29250.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29264.482422 Penalty: 2824.091309
	Iteration 6Q: 3 clusters Score -29264.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29264.482422 Penalty: 2824.091309
	Iteration 7F: 3 clusters Score -29264.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -295363.218750 Penalty: 1913.018555
	Iteration 0F: 2 clusters Score -295363.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -292526.750000 Penalty: 3826.037109
	Iteration 0F: 3 clusters Score -292526.8 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -293081.093750 Penalty: 3826.037109
	Iteration 1F: 3 clusters Score -293081.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -293318.031250 Penalty: 3826.037109
	Iteration 2F: 3 clusters Score -293318 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -293438.437500 Penalty: 3826.037109
	Iteration 3F: 3 clusters Score -293438.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -293532.218750 Penalty: 3826.037109
	Iteration 4Q: 3 clusters Score -293532.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -293634.156250 Penalty: 3826.037109
	Iteration 5Q: 3 clusters Score -293634.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -293745.156250 Penalty: 3826.037109
	Iteration 6Q: 3 clusters Score -293745.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -293903.093750 Penalty: 3826.037109
	Iteration 7Q: 3 clusters Score -293903.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -294064.093750 Penalty: 3826.037109
	Iteration 8F: 3 clusters Score -294064.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -294175.062500 Penalty: 3826.037109
	Iteration 9Q: 3 clusters Score -294175.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -294262.250000 Penalty: 3826.037109
	Iteration 10Q: 3 clusters Score -294262.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -294338.281250 Penalty: 3826.037109
	Iteration 11Q: 3 clusters Score -294338.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -294389.156250 Penalty: 3826.037109
	Iteration 12Q: 3 clusters Score -294389.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -294421.968750 Penalty: 3826.037109
	Iteration 13Q: 3 clusters Score -294422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -294442.156250 Penalty: 3826.037109
	Iteration 14Q: 3 clusters Score -294442.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -294454.468750 Penalty: 3826.037109
	Iteration 15Q: 3 clusters Score -294454.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -294465.437500 Penalty: 3826.037109
	Iteration 16Q: 3 clusters Score -294465.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -294477.656250 Penalty: 3826.037109
	Iteration 17Q: 3 clusters Score -294477.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -294487.156250 Penalty: 3826.037109
	Iteration 18Q: 3 clusters Score -294487.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -294501.000000 Penalty: 3826.037109
	Iteration 19Q: 3 clusters Score -294501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -294511.250000 Penalty: 3826.037109
	Iteration 20F: 3 clusters Score -294511.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -294523.812500 Penalty: 3826.037109
	Iteration 21Q: 3 clusters Score -294523.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -294533.875000 Penalty: 3826.037109
	Iteration 22Q: 3 clusters Score -294533.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -294549.750000 Penalty: 3826.037109
	Iteration 23Q: 3 clusters Score -294549.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -294564.062500 Penalty: 3826.037109
	Iteration 24Q: 3 clusters Score -294564.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -294574.875000 Penalty: 3826.037109
	Iteration 25Q: 3 clusters Score -294574.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -294602.125000 Penalty: 3826.037109
	Iteration 26Q: 3 clusters Score -294602.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -294637.312500 Penalty: 3826.037109
	Iteration 27Q: 3 clusters Score -294637.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -294671.468750 Penalty: 3826.037109
	Iteration 28Q: 3 clusters Score -294671.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -294686.625000 Penalty: 3826.037109
	Iteration 29Q: 3 clusters Score -294686.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -294698.125000 Penalty: 3826.037109
	Iteration 30Q: 3 clusters Score -294698.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -294711.281250 Penalty: 3826.037109
	Iteration 31Q: 3 clusters Score -294711.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -294721.562500 Penalty: 3826.037109
	Iteration 32Q: 3 clusters Score -294721.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -294737.500000 Penalty: 3826.037109
	Iteration 33Q: 3 clusters Score -294737.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -294755.156250 Penalty: 3826.037109
	Iteration 34Q: 3 clusters Score -294755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -294763.218750 Penalty: 3826.037109
	Iteration 35Q: 3 clusters Score -294763.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -294771.375000 Penalty: 3826.037109
	Iteration 36Q: 3 clusters Score -294771.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -294772.125000 Penalty: 3826.037109
	Iteration 37Q: 3 clusters Score -294772.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -294772.125000 Penalty: 3826.037109
	Iteration 38F: 3 clusters Score -294772.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -86302.023438 Penalty: 1641.447266
	Iteration 0F: 2 clusters Score -86302.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84595.789062 Penalty: 3282.894531
	Iteration 0F: 3 clusters Score -84595.79 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -85003.085938 Penalty: 3282.894531
	Iteration 1F: 3 clusters Score -85003.09 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -85332.031250 Penalty: 3282.894531
	Iteration 2F: 3 clusters Score -85332.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85544.171875 Penalty: 3282.894531
	Iteration 3F: 3 clusters Score -85544.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85685.968750 Penalty: 3282.894531
	Iteration 4F: 3 clusters Score -85685.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85772.179688 Penalty: 3282.894531
	Iteration 5Q: 3 clusters Score -85772.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -85827.000000 Penalty: 3282.894531
	Iteration 6Q: 3 clusters Score -85827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -85897.367188 Penalty: 3282.894531
	Iteration 7Q: 3 clusters Score -85897.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -85953.851562 Penalty: 3282.894531
	Iteration 8Q: 3 clusters Score -85953.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -85997.562500 Penalty: 3282.894531
	Iteration 9Q: 3 clusters Score -85997.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -86028.695312 Penalty: 3282.894531
	Iteration 10Q: 3 clusters Score -86028.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -86065.812500 Penalty: 3282.894531
	Iteration 11Q: 3 clusters Score -86065.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86140.820312 Penalty: 3282.894531
	Iteration 12Q: 3 clusters Score -86140.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86163.437500 Penalty: 3282.894531
	Iteration 13Q: 3 clusters Score -86163.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -86173.460938 Penalty: 3282.894531
	Iteration 14Q: 3 clusters Score -86173.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -86179.218750 Penalty: 3282.894531
	Iteration 15Q: 3 clusters Score -86179.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -86187.312500 Penalty: 3282.894531
	Iteration 16Q: 3 clusters Score -86187.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86214.031250 Penalty: 3282.894531
	Iteration 17Q: 3 clusters Score -86214.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86218.890625 Penalty: 3282.894531
	Iteration 18Q: 3 clusters Score -86218.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -86232.820312 Penalty: 3282.894531
	Iteration 19Q: 3 clusters Score -86232.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -86232.820312 Penalty: 3282.894531
	Iteration 20F: 3 clusters Score -86232.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Entering Unmasked Estep 
Score: -1304917.875000 Penalty: 2291.157715
	Iteration 0F: 2 clusters Score -1304918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1297025.000000 Penalty: 4582.315430
	Iteration 0F: 3 clusters Score -1297025 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1299425.500000 Penalty: 4582.315430
	Iteration 1F: 3 clusters Score -1299426 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1299801.500000 Penalty: 4582.315430
	Iteration 2F: 3 clusters Score -1299802 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1300065.250000 Penalty: 4582.315430
	Iteration 3F: 3 clusters Score -1300065 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1300262.250000 Penalty: 4582.315430
	Iteration 4Q: 3 clusters Score -1300262 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1300425.250000 Penalty: 4582.315430
	Iteration 5Q: 3 clusters Score -1300425 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1300558.875000 Penalty: 4582.315430
	Iteration 6Q: 3 clusters Score -1300559 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1300689.375000 Penalty: 4582.315430
	Iteration 7Q: 3 clusters Score -1300689 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1300809.875000 Penalty: 4582.315430
	Iteration 8Q: 3 clusters Score -1300810 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1300924.000000 Penalty: 4582.315430
	Iteration 9Q: 3 clusters Score -1300924 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1301035.625000 Penalty: 4582.315430
	Iteration 10Q: 3 clusters Score -1301036 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1301122.875000 Penalty: 4582.315430
	Iteration 11Q: 3 clusters Score -1301123 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1301207.375000 Penalty: 4582.315430
	Iteration 12Q: 3 clusters Score -1301207 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1301299.625000 Penalty: 4582.315430
	Iteration 13Q: 3 clusters Score -1301300 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1301386.750000 Penalty: 4582.315430
	Iteration 14Q: 3 clusters Score -1301387 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1301465.250000 Penalty: 4582.315430
	Iteration 15Q: 3 clusters Score -1301465 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1301552.125000 Penalty: 4582.315430
	Iteration 16Q: 3 clusters Score -1301552 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1301644.000000 Penalty: 4582.315430
	Iteration 17Q: 3 clusters Score -1301644 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1301735.625000 Penalty: 4582.315430
	Iteration 18Q: 3 clusters Score -1301736 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1301837.000000 Penalty: 4582.315430
	Iteration 19Q: 3 clusters Score -1301837 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1301931.875000 Penalty: 4582.315430
	Iteration 20F: 3 clusters Score -1301932 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1302013.125000 Penalty: 4582.315430
	Iteration 21Q: 3 clusters Score -1302013 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1302105.000000 Penalty: 4582.315430
	Iteration 22Q: 3 clusters Score -1302105 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1302179.625000 Penalty: 4582.315430
	Iteration 23Q: 3 clusters Score -1302180 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1302258.125000 Penalty: 4582.315430
	Iteration 24Q: 3 clusters Score -1302258 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1302341.250000 Penalty: 4582.315430
	Iteration 25Q: 3 clusters Score -1302341 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1302415.500000 Penalty: 4582.315430
	Iteration 26Q: 3 clusters Score -1302416 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1302477.125000 Penalty: 4582.315430
	Iteration 27Q: 3 clusters Score -1302477 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1302525.750000 Penalty: 4582.315430
	Iteration 28Q: 3 clusters Score -1302526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1302559.125000 Penalty: 4582.315430
	Iteration 29Q: 3 clusters Score -1302559 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1302610.125000 Penalty: 4582.315430
	Iteration 30Q: 3 clusters Score -1302610 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1302657.500000 Penalty: 4582.315430
	Iteration 31Q: 3 clusters Score -1302658 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1302704.000000 Penalty: 4582.315430
	Iteration 32Q: 3 clusters Score -1302704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1302733.000000 Penalty: 4582.315430
	Iteration 33Q: 3 clusters Score -1302733 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1302761.875000 Penalty: 4582.315430
	Iteration 34Q: 3 clusters Score -1302762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1302782.250000 Penalty: 4582.315430
	Iteration 35Q: 3 clusters Score -1302782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1302804.125000 Penalty: 4582.315430
	Iteration 36Q: 3 clusters Score -1302804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1302816.500000 Penalty: 4582.315430
	Iteration 37Q: 3 clusters Score -1302816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1302828.875000 Penalty: 4582.315430
	Iteration 38Q: 3 clusters Score -1302829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1302834.875000 Penalty: 4582.315430
	Iteration 39Q: 3 clusters Score -1302835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1302842.000000 Penalty: 4582.315430
	Iteration 40F: 3 clusters Score -1302842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1302846.625000 Penalty: 4582.315430
	Iteration 41Q: 3 clusters Score -1302847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1302854.750000 Penalty: 4582.315430
	Iteration 42Q: 3 clusters Score -1302855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1302855.375000 Penalty: 4582.315430
	Iteration 43Q: 3 clusters Score -1302855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1302860.250000 Penalty: 4582.315430
	Iteration 44Q: 3 clusters Score -1302860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1302861.500000 Penalty: 4582.315430
	Iteration 45Q: 3 clusters Score -1302862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1302863.500000 Penalty: 4582.315430
	Iteration 46Q: 3 clusters Score -1302864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1302866.875000 Penalty: 4582.315430
	Iteration 47Q: 3 clusters Score -1302867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1302872.500000 Penalty: 4582.315430
	Iteration 48Q: 3 clusters Score -1302872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1302870.625000 Penalty: 4582.315430
	Iteration 49Q: 3 clusters Score -1302871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1302871.250000 Penalty: 4582.315430
	Iteration 50Q: 3 clusters Score -1302871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1302874.000000 Penalty: 4582.315430
	Iteration 51Q: 3 clusters Score -1302874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1302876.875000 Penalty: 4582.315430
	Iteration 52Q: 3 clusters Score -1302877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1302884.750000 Penalty: 4582.315430
	Iteration 53Q: 3 clusters Score -1302885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1302887.625000 Penalty: 4582.315430
	Iteration 54Q: 3 clusters Score -1302888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1302890.125000 Penalty: 4582.315430
	Iteration 55Q: 3 clusters Score -1302890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1302892.000000 Penalty: 4582.315430
	Iteration 56Q: 3 clusters Score -1302892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1302893.375000 Penalty: 4582.315430
	Iteration 57Q: 3 clusters Score -1302893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1302899.000000 Penalty: 4582.315430
	Iteration 58Q: 3 clusters Score -1302899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1302898.375000 Penalty: 4582.315430
	Iteration 59Q: 3 clusters Score -1302898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1302901.000000 Penalty: 4582.315430
	Iteration 60F: 3 clusters Score -1302901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1302904.125000 Penalty: 4582.315430
	Iteration 61Q: 3 clusters Score -1302904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1302903.625000 Penalty: 4582.315430
	Iteration 62Q: 3 clusters Score -1302904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1302903.750000 Penalty: 4582.315430
	Iteration 63Q: 3 clusters Score -1302904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1302903.750000 Penalty: 4582.315430
	Iteration 64F: 3 clusters Score -1302904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Entering Unmasked Estep 
Score: -318831.937500 Penalty: 1937.067993
	Iteration 0F: 2 clusters Score -318831.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -315867.468750 Penalty: 3874.135986
	Iteration 0F: 3 clusters Score -315867.5 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -316423.250000 Penalty: 3874.135986
	Iteration 1F: 3 clusters Score -316423.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -316571.000000 Penalty: 3874.135986
	Iteration 2F: 3 clusters Score -316571 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -316636.562500 Penalty: 3874.135986
	Iteration 3Q: 3 clusters Score -316636.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -316685.875000 Penalty: 3874.135986
	Iteration 4Q: 3 clusters Score -316685.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -316721.375000 Penalty: 3874.135986
	Iteration 5Q: 3 clusters Score -316721.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -316749.593750 Penalty: 3874.135986
	Iteration 6Q: 3 clusters Score -316749.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -316767.156250 Penalty: 3874.135986
	Iteration 7Q: 3 clusters Score -316767.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -316784.593750 Penalty: 3874.135986
	Iteration 8Q: 3 clusters Score -316784.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -316796.875000 Penalty: 3874.135986
	Iteration 9Q: 3 clusters Score -316796.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -316810.031250 Penalty: 3874.135986
	Iteration 10Q: 3 clusters Score -316810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -316818.843750 Penalty: 3874.135986
	Iteration 11Q: 3 clusters Score -316818.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -316825.343750 Penalty: 3874.135986
	Iteration 12Q: 3 clusters Score -316825.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -316830.343750 Penalty: 3874.135986
	Iteration 13Q: 3 clusters Score -316830.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -316836.250000 Penalty: 3874.135986
	Iteration 14Q: 3 clusters Score -316836.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -316840.281250 Penalty: 3874.135986
	Iteration 15Q: 3 clusters Score -316840.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -316846.250000 Penalty: 3874.135986
	Iteration 16Q: 3 clusters Score -316846.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -316851.625000 Penalty: 3874.135986
	Iteration 17Q: 3 clusters Score -316851.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -316855.593750 Penalty: 3874.135986
	Iteration 18Q: 3 clusters Score -316855.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -316857.281250 Penalty: 3874.135986
	Iteration 19Q: 3 clusters Score -316857.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -316858.437500 Penalty: 3874.135986
	Iteration 20F: 3 clusters Score -316858.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -316860.593750 Penalty: 3874.135986
	Iteration 21Q: 3 clusters Score -316860.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -316860.781250 Penalty: 3874.135986
	Iteration 22Q: 3 clusters Score -316860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -316861.812500 Penalty: 3874.135986
	Iteration 23Q: 3 clusters Score -316861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -316861.812500 Penalty: 3874.135986
	Iteration 24F: 3 clusters Score -316861.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Entering Unmasked Estep 
Score: -1094907.750000 Penalty: 2256.348389
	Iteration 0F: 2 clusters Score -1094908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1087881.250000 Penalty: 4512.696777
	Iteration 0F: 3 clusters Score -1087881 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1089978.250000 Penalty: 4512.696777
	Iteration 1F: 3 clusters Score -1089978 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1090377.250000 Penalty: 4512.696777
	Iteration 2F: 3 clusters Score -1090377 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1090730.875000 Penalty: 4512.696777
	Iteration 3F: 3 clusters Score -1090731 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1091009.000000 Penalty: 4512.696777
	Iteration 4F: 3 clusters Score -1091009 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1091233.500000 Penalty: 4512.696777
	Iteration 5Q: 3 clusters Score -1091234 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1091407.000000 Penalty: 4512.696777
	Iteration 6Q: 3 clusters Score -1091407 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1091566.125000 Penalty: 4512.696777
	Iteration 7Q: 3 clusters Score -1091566 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1091724.125000 Penalty: 4512.696777
	Iteration 8Q: 3 clusters Score -1091724 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1091879.125000 Penalty: 4512.696777
	Iteration 9Q: 3 clusters Score -1091879 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1092002.125000 Penalty: 4512.696777
	Iteration 10Q: 3 clusters Score -1092002 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1092125.250000 Penalty: 4512.696777
	Iteration 11Q: 3 clusters Score -1092125 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1092238.125000 Penalty: 4512.696777
	Iteration 12Q: 3 clusters Score -1092238 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1092335.125000 Penalty: 4512.696777
	Iteration 13Q: 3 clusters Score -1092335 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1092426.250000 Penalty: 4512.696777
	Iteration 14Q: 3 clusters Score -1092426 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1092509.500000 Penalty: 4512.696777
	Iteration 15Q: 3 clusters Score -1092510 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1092581.125000 Penalty: 4512.696777
	Iteration 16Q: 3 clusters Score -1092581 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1092640.625000 Penalty: 4512.696777
	Iteration 17Q: 3 clusters Score -1092641 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1092703.375000 Penalty: 4512.696777
	Iteration 18Q: 3 clusters Score -1092703 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1092766.000000 Penalty: 4512.696777
	Iteration 19Q: 3 clusters Score -1092766 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1092829.125000 Penalty: 4512.696777
	Iteration 20F: 3 clusters Score -1092829 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1092892.125000 Penalty: 4512.696777
	Iteration 21Q: 3 clusters Score -1092892 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1092948.875000 Penalty: 4512.696777
	Iteration 22Q: 3 clusters Score -1092949 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1092997.875000 Penalty: 4512.696777
	Iteration 23Q: 3 clusters Score -1092998 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1093046.875000 Penalty: 4512.696777
	Iteration 24Q: 3 clusters Score -1093047 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1093088.500000 Penalty: 4512.696777
	Iteration 25Q: 3 clusters Score -1093088 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1093133.875000 Penalty: 4512.696777
	Iteration 26Q: 3 clusters Score -1093134 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1093170.375000 Penalty: 4512.696777
	Iteration 27Q: 3 clusters Score -1093170 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1093211.500000 Penalty: 4512.696777
	Iteration 28Q: 3 clusters Score -1093212 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1093250.125000 Penalty: 4512.696777
	Iteration 29Q: 3 clusters Score -1093250 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1093273.500000 Penalty: 4512.696777
	Iteration 30Q: 3 clusters Score -1093274 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1093302.250000 Penalty: 4512.696777
	Iteration 31Q: 3 clusters Score -1093302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1093327.125000 Penalty: 4512.696777
	Iteration 32Q: 3 clusters Score -1093327 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1093348.375000 Penalty: 4512.696777
	Iteration 33Q: 3 clusters Score -1093348 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1093370.375000 Penalty: 4512.696777
	Iteration 34Q: 3 clusters Score -1093370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1093386.250000 Penalty: 4512.696777
	Iteration 35Q: 3 clusters Score -1093386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1093406.125000 Penalty: 4512.696777
	Iteration 36Q: 3 clusters Score -1093406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1093421.375000 Penalty: 4512.696777
	Iteration 37Q: 3 clusters Score -1093421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1093437.500000 Penalty: 4512.696777
	Iteration 38Q: 3 clusters Score -1093438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1093455.625000 Penalty: 4512.696777
	Iteration 39Q: 3 clusters Score -1093456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1093467.125000 Penalty: 4512.696777
	Iteration 40F: 3 clusters Score -1093467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1093476.875000 Penalty: 4512.696777
	Iteration 41Q: 3 clusters Score -1093477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1093481.750000 Penalty: 4512.696777
	Iteration 42Q: 3 clusters Score -1093482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1093487.125000 Penalty: 4512.696777
	Iteration 43Q: 3 clusters Score -1093487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1093499.625000 Penalty: 4512.696777
	Iteration 44Q: 3 clusters Score -1093500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1093504.750000 Penalty: 4512.696777
	Iteration 45Q: 3 clusters Score -1093505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1093514.250000 Penalty: 4512.696777
	Iteration 46Q: 3 clusters Score -1093514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1093520.125000 Penalty: 4512.696777
	Iteration 47Q: 3 clusters Score -1093520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1093524.000000 Penalty: 4512.696777
	Iteration 48Q: 3 clusters Score -1093524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1093525.875000 Penalty: 4512.696777
	Iteration 49Q: 3 clusters Score -1093526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1093531.125000 Penalty: 4512.696777
	Iteration 50Q: 3 clusters Score -1093531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1093533.375000 Penalty: 4512.696777
	Iteration 51Q: 3 clusters Score -1093533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1093533.500000 Penalty: 4512.696777
	Iteration 52Q: 3 clusters Score -1093534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1093536.375000 Penalty: 4512.696777
	Iteration 53Q: 3 clusters Score -1093536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1093535.250000 Penalty: 4512.696777
	Iteration 54Q: 3 clusters Score -1093535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1093535.875000 Penalty: 4512.696777
	Iteration 55Q: 3 clusters Score -1093536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1093535.250000 Penalty: 4512.696777
	Iteration 56Q: 3 clusters Score -1093535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1093536.875000 Penalty: 4512.696777
	Iteration 57Q: 3 clusters Score -1093537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1093538.000000 Penalty: 4512.696777
	Iteration 58Q: 3 clusters Score -1093538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1093541.500000 Penalty: 4512.696777
	Iteration 59Q: 3 clusters Score -1093542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1093541.750000 Penalty: 4512.696777
	Iteration 60F: 3 clusters Score -1093542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1093542.250000 Penalty: 4512.696777
	Iteration 61Q: 3 clusters Score -1093542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1093544.625000 Penalty: 4512.696777
	Iteration 62Q: 3 clusters Score -1093545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1093546.125000 Penalty: 4512.696777
	Iteration 63Q: 3 clusters Score -1093546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1093549.375000 Penalty: 4512.696777
	Iteration 64Q: 3 clusters Score -1093549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1093551.375000 Penalty: 4512.696777
	Iteration 65Q: 3 clusters Score -1093551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1093553.250000 Penalty: 4512.696777
	Iteration 66Q: 3 clusters Score -1093553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1093557.875000 Penalty: 4512.696777
	Iteration 67Q: 3 clusters Score -1093558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1093558.375000 Penalty: 4512.696777
	Iteration 68Q: 3 clusters Score -1093558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1093560.500000 Penalty: 4512.696777
	Iteration 69Q: 3 clusters Score -1093560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1093562.750000 Penalty: 4512.696777
	Iteration 70Q: 3 clusters Score -1093563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1093562.750000 Penalty: 4512.696777
	Iteration 71F: 3 clusters Score -1093563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -45637.351562 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -45637.35 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 193 members 
Entering Unmasked Estep 
Score: -44247.132812 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -44247.13 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44378.386719 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -44378.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44423.894531 Penalty: 2948.928711
	Iteration 2Q: 3 clusters Score -44423.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44438.597656 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -44438.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44452.871094 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -44452.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44465.835938 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -44465.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44478.058594 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -44478.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44487.593750 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -44487.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44504.253906 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -44504.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44515.402344 Penalty: 2948.928711
	Iteration 9Q: 3 clusters Score -44515.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44515.402344 Penalty: 2948.928711
	Iteration 10F: 3 clusters Score -44515.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (40770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Entering Unmasked Estep 
Score: -5359842.500000 Penalty: 2632.694092
	Iteration 0F: 2 clusters Score -5359842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -5332295.000000 Penalty: 5265.388184
	Iteration 0F: 3 clusters Score -5332295 nChanged 18736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -5342526.500000 Penalty: 5265.388184
	Iteration 1F: 3 clusters Score -5342526 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -5343036.000000 Penalty: 5265.388184
	Iteration 2Q: 3 clusters Score -5343036 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -5343459.000000 Penalty: 5265.388184
	Iteration 3Q: 3 clusters Score -5343459 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -5343887.000000 Penalty: 5265.388184
	Iteration 4Q: 3 clusters Score -5343887 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -5344296.000000 Penalty: 5265.388184
	Iteration 5Q: 3 clusters Score -5344296 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -5344799.000000 Penalty: 5265.388184
	Iteration 6Q: 3 clusters Score -5344799 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -5345526.000000 Penalty: 5265.388184
	Iteration 7Q: 3 clusters Score -5345526 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -5346535.000000 Penalty: 5265.388184
	Iteration 8Q: 3 clusters Score -5346535 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -5347999.000000 Penalty: 5265.388184
	Iteration 9F: 3 clusters Score -5347999 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -5349854.000000 Penalty: 5265.388184
	Iteration 10F: 3 clusters Score -5349854 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -5351883.500000 Penalty: 5265.388184
	Iteration 11F: 3 clusters Score -5351884 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -5353768.000000 Penalty: 5265.388184
	Iteration 12F: 3 clusters Score -5353768 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -5355196.000000 Penalty: 5265.388184
	Iteration 13Q: 3 clusters Score -5355196 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5356076.000000 Penalty: 5265.388184
	Iteration 14Q: 3 clusters Score -5356076 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5356685.000000 Penalty: 5265.388184
	Iteration 15Q: 3 clusters Score -5356685 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5357026.500000 Penalty: 5265.388184
	Iteration 16Q: 3 clusters Score -5357026 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5357258.000000 Penalty: 5265.388184
	Iteration 17Q: 3 clusters Score -5357258 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5357412.500000 Penalty: 5265.388184
	Iteration 18Q: 3 clusters Score -5357412 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5357500.500000 Penalty: 5265.388184
	Iteration 19Q: 3 clusters Score -5357500 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5357553.500000 Penalty: 5265.388184
	Iteration 20F: 3 clusters Score -5357554 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5357599.000000 Penalty: 5265.388184
	Iteration 21Q: 3 clusters Score -5357599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5357614.500000 Penalty: 5265.388184
	Iteration 22Q: 3 clusters Score -5357614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5357637.000000 Penalty: 5265.388184
	Iteration 23Q: 3 clusters Score -5357637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5357652.000000 Penalty: 5265.388184
	Iteration 24Q: 3 clusters Score -5357652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5357665.000000 Penalty: 5265.388184
	Iteration 25Q: 3 clusters Score -5357665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5357671.500000 Penalty: 5265.388184
	Iteration 26Q: 3 clusters Score -5357672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5357690.500000 Penalty: 5265.388184
	Iteration 27Q: 3 clusters Score -5357690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5357698.000000 Penalty: 5265.388184
	Iteration 28Q: 3 clusters Score -5357698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5357706.000000 Penalty: 5265.388184
	Iteration 29Q: 3 clusters Score -5357706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5357710.500000 Penalty: 5265.388184
	Iteration 30Q: 3 clusters Score -5357710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5357715.500000 Penalty: 5265.388184
	Iteration 31Q: 3 clusters Score -5357716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5357722.500000 Penalty: 5265.388184
	Iteration 32Q: 3 clusters Score -5357722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5357719.000000 Penalty: 5265.388184
	Iteration 33Q: 3 clusters Score -5357719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5357723.000000 Penalty: 5265.388184
	Iteration 34Q: 3 clusters Score -5357723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5357722.000000 Penalty: 5265.388184
	Iteration 35Q: 3 clusters Score -5357722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5357721.500000 Penalty: 5265.388184
	Iteration 36Q: 3 clusters Score -5357722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5357721.500000 Penalty: 5265.388184
	Iteration 37F: 3 clusters Score -5357722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -48923.726562 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -48923.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47535.835938 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -47535.84 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47704.261719 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -47704.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47757.816406 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -47757.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47802.246094 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -47802.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47807.761719 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -47807.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47807.761719 Penalty: 2993.598877
	Iteration 5F: 3 clusters Score -47807.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -53305.488281 Penalty: 1524.289673
	Iteration 0F: 2 clusters Score -53305.49 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 241 members 
Entering Unmasked Estep 
Score: -51906.484375 Penalty: 3048.579346
	Iteration 0F: 3 clusters Score -51906.48 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -52091.730469 Penalty: 3048.579346
	Iteration 1F: 3 clusters Score -52091.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52172.246094 Penalty: 3048.579346
	Iteration 2F: 3 clusters Score -52172.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -52247.046875 Penalty: 3048.579346
	Iteration 3Q: 3 clusters Score -52247.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52295.191406 Penalty: 3048.579346
	Iteration 4Q: 3 clusters Score -52295.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52327.257812 Penalty: 3048.579346
	Iteration 5Q: 3 clusters Score -52327.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52376.515625 Penalty: 3048.579346
	Iteration 6Q: 3 clusters Score -52376.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -52432.320312 Penalty: 3048.579346
	Iteration 7Q: 3 clusters Score -52432.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -52472.031250 Penalty: 3048.579346
	Iteration 8Q: 3 clusters Score -52472.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -52500.945312 Penalty: 3048.579346
	Iteration 9Q: 3 clusters Score -52500.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52544.179688 Penalty: 3048.579346
	Iteration 10Q: 3 clusters Score -52544.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52555.160156 Penalty: 3048.579346
	Iteration 11Q: 3 clusters Score -52555.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -52562.718750 Penalty: 3048.579346
	Iteration 12Q: 3 clusters Score -52562.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -52566.429688 Penalty: 3048.579346
	Iteration 13Q: 3 clusters Score -52566.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -52568.535156 Penalty: 3048.579346
	Iteration 14Q: 3 clusters Score -52568.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -52570.125000 Penalty: 3048.579346
	Iteration 15Q: 3 clusters Score -52570.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -52574.089844 Penalty: 3048.579346
	Iteration 16Q: 3 clusters Score -52574.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -52574.863281 Penalty: 3048.579346
	Iteration 17Q: 3 clusters Score -52574.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -52577.089844 Penalty: 3048.579346
	Iteration 18Q: 3 clusters Score -52577.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -52579.406250 Penalty: 3048.579346
	Iteration 19F: 3 clusters Score -52579.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52592.382812 Penalty: 3048.579346
	Iteration 20F: 3 clusters Score -52592.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52597.152344 Penalty: 3048.579346
	Iteration 21Q: 3 clusters Score -52597.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52606.171875 Penalty: 3048.579346
	Iteration 22Q: 3 clusters Score -52606.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -52607.273438 Penalty: 3048.579346
	Iteration 23Q: 3 clusters Score -52607.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -52607.273438 Penalty: 3048.579346
	Iteration 24F: 3 clusters Score -52607.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -104570.585938 Penalty: 1696.455566
	Iteration 0F: 2 clusters Score -104570.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -102770.945312 Penalty: 3392.911133
	Iteration 0F: 3 clusters Score -102770.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -103101.937500 Penalty: 3392.911133
	Iteration 1F: 3 clusters Score -103101.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -103258.859375 Penalty: 3392.911133
	Iteration 2F: 3 clusters Score -103258.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -103398.757812 Penalty: 3392.911133
	Iteration 3F: 3 clusters Score -103398.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -103538.929688 Penalty: 3392.911133
	Iteration 4F: 3 clusters Score -103538.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -103642.429688 Penalty: 3392.911133
	Iteration 5Q: 3 clusters Score -103642.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -103727.382812 Penalty: 3392.911133
	Iteration 6Q: 3 clusters Score -103727.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -103809.359375 Penalty: 3392.911133
	Iteration 7Q: 3 clusters Score -103809.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -103853.343750 Penalty: 3392.911133
	Iteration 8Q: 3 clusters Score -103853.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -103886.789062 Penalty: 3392.911133
	Iteration 9Q: 3 clusters Score -103886.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -103923.343750 Penalty: 3392.911133
	Iteration 10Q: 3 clusters Score -103923.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -103937.546875 Penalty: 3392.911133
	Iteration 11Q: 3 clusters Score -103937.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -103941.351562 Penalty: 3392.911133
	Iteration 12Q: 3 clusters Score -103941.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -103942.250000 Penalty: 3392.911133
	Iteration 13Q: 3 clusters Score -103942.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -103942.250000 Penalty: 3392.911133
	Iteration 14F: 3 clusters Score -103942.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -65650.218750 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -65650.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64144.957031 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -64144.96 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64303.089844 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -64303.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64344.878906 Penalty: 3107.589355
	Iteration 2Q: 3 clusters Score -64344.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64359.453125 Penalty: 3107.589355
	Iteration 3Q: 3 clusters Score -64359.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64372.164062 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -64372.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64374.640625 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -64374.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -64374.640625 Penalty: 3107.589355
	Iteration 6F: 3 clusters Score -64374.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 96578 members 
Mstep: Class 4 contains 5517 members 
Mstep: Class 5 contains 22353 members 
Mstep: Class 6 contains 125757 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 36635 members 
Mstep: Class 9 contains 9692 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 10700 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 33500 members 
Mstep: Class 14 contains 2759 members 
Mstep: Class 15 contains 18584 members 
Mstep: Class 16 contains 5349 members 
Mstep: Class 17 contains 5929 members 
Mstep: Class 18 contains 26452 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 13544 members 
Mstep: Class 22 contains 3382 members 
Mstep: Class 23 contains 773 members 
Mstep: Class 24 contains 4387 members 
Mstep: Class 25 contains 13074 members 
Mstep: Class 26 contains 4819 members 
Mstep: Class 27 contains 2204 members 
Mstep: Class 28 contains 297 members 
Mstep: Class 29 contains 2239 members 
Mstep: Class 30 contains 749 members 
Mstep: Class 31 contains 10286 members 
Mstep: Class 32 contains 2467 members 
Mstep: Class 33 contains 8939 members 
Mstep: Class 34 contains 382 members 
Mstep: Class 35 contains 40770 members 
Mstep: Class 36 contains 418 members 
Mstep: Class 37 contains 467 members 
Mstep: Class 38 contains 935 members 
Mstep: Class 39 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858000.000000 Penalty: 128345.367188
Iteration 159Q: 40 clusters Score -7.3858e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 26945 members 
Mstep: Class 3 contains 96768 members 
Mstep: Class 4 contains 5516 members 
Mstep: Class 5 contains 22345 members 
Mstep: Class 6 contains 125745 members 
Mstep: Class 7 contains 640 members 
Mstep: Class 8 contains 36629 members 
Mstep: Class 9 contains 9569 members 
Mstep: Class 10 contains 15654 members 
Mstep: Class 11 contains 10491 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 33385 members 
Mstep: Class 14 contains 2721 members 
Mstep: Class 15 contains 18584 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 5848 members 
Mstep: Class 18 contains 26449 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13551 members 
Mstep: Class 22 contains 3394 members 
Mstep: Class 23 contains 753 members 
Mstep: Class 24 contains 4389 members 
Mstep: Class 25 contains 13046 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 2201 members 
Mstep: Class 28 contains 302 members 
Mstep: Class 29 contains 2237 members 
Mstep: Class 30 contains 746 members 
Mstep: Class 31 contains 10289 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 8907 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 41168 members 
Mstep: Class 36 contains 437 members 
Mstep: Class 37 contains 477 members 
Mstep: Class 38 contains 1003 members 
Mstep: Class 39 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858000.000000 Penalty: 128345.367188
Iteration 160F: 40 clusters Score -7.3858e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 26939 members 
Mstep: Class 3 contains 96899 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 22330 members 
Mstep: Class 6 contains 125729 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 36628 members 
Mstep: Class 9 contains 9453 members 
Mstep: Class 10 contains 15685 members 
Mstep: Class 11 contains 10337 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 33267 members 
Mstep: Class 14 contains 2689 members 
Mstep: Class 15 contains 18585 members 
Mstep: Class 16 contains 5360 members 
Mstep: Class 17 contains 5789 members 
Mstep: Class 18 contains 26448 members 
Mstep: Class 19 contains 191 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13568 members 
Mstep: Class 22 contains 3406 members 
Mstep: Class 23 contains 737 members 
Mstep: Class 24 contains 4391 members 
Mstep: Class 25 contains 13048 members 
Mstep: Class 26 contains 4757 members 
Mstep: Class 27 contains 2189 members 
Mstep: Class 28 contains 307 members 
Mstep: Class 29 contains 2237 members 
Mstep: Class 30 contains 746 members 
Mstep: Class 31 contains 10300 members 
Mstep: Class 32 contains 2471 members 
Mstep: Class 33 contains 8873 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 41505 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 480 members 
Mstep: Class 38 contains 1036 members 
Mstep: Class 39 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858512.000000 Penalty: 128345.367188
Iteration 161Q: 40 clusters Score -7.385851e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 26938 members 
Mstep: Class 3 contains 96972 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 22325 members 
Mstep: Class 6 contains 125723 members 
Mstep: Class 7 contains 648 members 
Mstep: Class 8 contains 36625 members 
Mstep: Class 9 contains 9366 members 
Mstep: Class 10 contains 15706 members 
Mstep: Class 11 contains 10201 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33173 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 18584 members 
Mstep: Class 16 contains 5369 members 
Mstep: Class 17 contains 5754 members 
Mstep: Class 18 contains 26443 members 
Mstep: Class 19 contains 190 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13582 members 
Mstep: Class 22 contains 3425 members 
Mstep: Class 23 contains 725 members 
Mstep: Class 24 contains 4391 members 
Mstep: Class 25 contains 13049 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 2179 members 
Mstep: Class 28 contains 307 members 
Mstep: Class 29 contains 2237 members 
Mstep: Class 30 contains 744 members 
Mstep: Class 31 contains 10297 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 8830 members 
Mstep: Class 34 contains 387 members 
Mstep: Class 35 contains 41782 members 
Mstep: Class 36 contains 457 members 
Mstep: Class 37 contains 485 members 
Mstep: Class 38 contains 1061 members 
Mstep: Class 39 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858744.000000 Penalty: 128345.367188
Iteration 162Q: 40 clusters Score -7.385874e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 26935 members 
Mstep: Class 3 contains 97048 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 22326 members 
Mstep: Class 6 contains 125716 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 36627 members 
Mstep: Class 9 contains 9311 members 
Mstep: Class 10 contains 15722 members 
Mstep: Class 11 contains 10073 members 
Mstep: Class 12 contains 2237 members 
Mstep: Class 13 contains 33105 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5371 members 
Mstep: Class 17 contains 5726 members 
Mstep: Class 18 contains 26442 members 
Mstep: Class 19 contains 191 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13594 members 
Mstep: Class 22 contains 3436 members 
Mstep: Class 23 contains 720 members 
Mstep: Class 24 contains 4389 members 
Mstep: Class 25 contains 13047 members 
Mstep: Class 26 contains 4746 members 
Mstep: Class 27 contains 2175 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 2237 members 
Mstep: Class 30 contains 742 members 
Mstep: Class 31 contains 10300 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 8800 members 
Mstep: Class 34 contains 389 members 
Mstep: Class 35 contains 41996 members 
Mstep: Class 36 contains 454 members 
Mstep: Class 37 contains 485 members 
Mstep: Class 38 contains 1072 members 
Mstep: Class 39 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858752.000000 Penalty: 128345.367188
Iteration 163Q: 40 clusters Score -7.385875e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 26933 members 
Mstep: Class 3 contains 97095 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 22328 members 
Mstep: Class 6 contains 125711 members 
Mstep: Class 7 contains 659 members 
Mstep: Class 8 contains 36626 members 
Mstep: Class 9 contains 9270 members 
Mstep: Class 10 contains 15736 members 
Mstep: Class 11 contains 9974 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 33038 members 
Mstep: Class 14 contains 2658 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 5379 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 26438 members 
Mstep: Class 19 contains 191 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13608 members 
Mstep: Class 22 contains 3449 members 
Mstep: Class 23 contains 716 members 
Mstep: Class 24 contains 4389 members 
Mstep: Class 25 contains 13055 members 
Mstep: Class 26 contains 4746 members 
Mstep: Class 27 contains 2171 members 
Mstep: Class 28 contains 312 members 
Mstep: Class 29 contains 2235 members 
Mstep: Class 30 contains 735 members 
Mstep: Class 31 contains 10300 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 8765 members 
Mstep: Class 34 contains 396 members 
Mstep: Class 35 contains 42172 members 
Mstep: Class 36 contains 455 members 
Mstep: Class 37 contains 487 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859072.000000 Penalty: 128345.367188
Iteration 164Q: 40 clusters Score -7.385907e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 26931 members 
Mstep: Class 3 contains 97112 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 22326 members 
Mstep: Class 6 contains 125704 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 36623 members 
Mstep: Class 9 contains 9234 members 
Mstep: Class 10 contains 15748 members 
Mstep: Class 11 contains 9887 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 32985 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 18582 members 
Mstep: Class 16 contains 5387 members 
Mstep: Class 17 contains 5683 members 
Mstep: Class 18 contains 26441 members 
Mstep: Class 19 contains 191 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13619 members 
Mstep: Class 22 contains 3466 members 
Mstep: Class 23 contains 713 members 
Mstep: Class 24 contains 4389 members 
Mstep: Class 25 contains 13060 members 
Mstep: Class 26 contains 4749 members 
Mstep: Class 27 contains 2165 members 
Mstep: Class 28 contains 314 members 
Mstep: Class 29 contains 2233 members 
Mstep: Class 30 contains 724 members 
Mstep: Class 31 contains 10299 members 
Mstep: Class 32 contains 2473 members 
Mstep: Class 33 contains 8731 members 
Mstep: Class 34 contains 407 members 
Mstep: Class 35 contains 42342 members 
Mstep: Class 36 contains 455 members 
Mstep: Class 37 contains 488 members 
Mstep: Class 38 contains 1090 members 
Mstep: Class 39 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859264.000000 Penalty: 128345.367188
Iteration 165Q: 40 clusters Score -7.385926e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 26932 members 
Mstep: Class 3 contains 97138 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22325 members 
Mstep: Class 6 contains 125702 members 
Mstep: Class 7 contains 667 members 
Mstep: Class 8 contains 36623 members 
Mstep: Class 9 contains 9213 members 
Mstep: Class 10 contains 15766 members 
Mstep: Class 11 contains 9800 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 32943 members 
Mstep: Class 14 contains 2650 members 
Mstep: Class 15 contains 18582 members 
Mstep: Class 16 contains 5390 members 
Mstep: Class 17 contains 5663 members 
Mstep: Class 18 contains 26439 members 
Mstep: Class 19 contains 191 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13629 members 
Mstep: Class 22 contains 3477 members 
Mstep: Class 23 contains 708 members 
Mstep: Class 24 contains 4388 members 
Mstep: Class 25 contains 13061 members 
Mstep: Class 26 contains 4747 members 
Mstep: Class 27 contains 2162 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 2234 members 
Mstep: Class 30 contains 715 members 
Mstep: Class 31 contains 10298 members 
Mstep: Class 32 contains 2473 members 
Mstep: Class 33 contains 8702 members 
Mstep: Class 34 contains 416 members 
Mstep: Class 35 contains 42481 members 
Mstep: Class 36 contains 455 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1102 members 
Mstep: Class 39 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859336.000000 Penalty: 128345.367188
Iteration 166Q: 40 clusters Score -7.385934e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 26932 members 
Mstep: Class 3 contains 97163 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22328 members 
Mstep: Class 6 contains 125699 members 
Mstep: Class 7 contains 676 members 
Mstep: Class 8 contains 36622 members 
Mstep: Class 9 contains 9192 members 
Mstep: Class 10 contains 15787 members 
Mstep: Class 11 contains 9717 members 
Mstep: Class 12 contains 2241 members 
Mstep: Class 13 contains 32913 members 
Mstep: Class 14 contains 2649 members 
Mstep: Class 15 contains 18581 members 
Mstep: Class 16 contains 5392 members 
Mstep: Class 17 contains 5636 members 
Mstep: Class 18 contains 26437 members 
Mstep: Class 19 contains 191 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13635 members 
Mstep: Class 22 contains 3481 members 
Mstep: Class 23 contains 702 members 
Mstep: Class 24 contains 4389 members 
Mstep: Class 25 contains 13058 members 
Mstep: Class 26 contains 4747 members 
Mstep: Class 27 contains 2160 members 
Mstep: Class 28 contains 310 members 
Mstep: Class 29 contains 2233 members 
Mstep: Class 30 contains 713 members 
Mstep: Class 31 contains 10301 members 
Mstep: Class 32 contains 2473 members 
Mstep: Class 33 contains 8684 members 
Mstep: Class 34 contains 418 members 
Mstep: Class 35 contains 42603 members 
Mstep: Class 36 contains 452 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1112 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859552.000000 Penalty: 128345.367188
Iteration 167Q: 40 clusters Score -7.385955e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 26931 members 
Mstep: Class 3 contains 97196 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 22328 members 
Mstep: Class 6 contains 125700 members 
Mstep: Class 7 contains 682 members 
Mstep: Class 8 contains 36621 members 
Mstep: Class 9 contains 9187 members 
Mstep: Class 10 contains 15801 members 
Mstep: Class 11 contains 9633 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 32879 members 
Mstep: Class 14 contains 2648 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5391 members 
Mstep: Class 17 contains 5618 members 
Mstep: Class 18 contains 26435 members 
Mstep: Class 19 contains 191 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13639 members 
Mstep: Class 22 contains 3483 members 
Mstep: Class 23 contains 693 members 
Mstep: Class 24 contains 4390 members 
Mstep: Class 25 contains 13061 members 
Mstep: Class 26 contains 4754 members 
Mstep: Class 27 contains 2160 members 
Mstep: Class 28 contains 309 members 
Mstep: Class 29 contains 2233 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10302 members 
Mstep: Class 32 contains 2473 members 
Mstep: Class 33 contains 8672 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 42695 members 
Mstep: Class 36 contains 455 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1118 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859656.000000 Penalty: 128345.367188
Iteration 168Q: 40 clusters Score -7.385966e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 26931 members 
Mstep: Class 3 contains 97234 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 22331 members 
Mstep: Class 6 contains 125699 members 
Mstep: Class 7 contains 683 members 
Mstep: Class 8 contains 36618 members 
Mstep: Class 9 contains 9179 members 
Mstep: Class 10 contains 15813 members 
Mstep: Class 11 contains 9546 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32847 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5391 members 
Mstep: Class 17 contains 5600 members 
Mstep: Class 18 contains 26433 members 
Mstep: Class 19 contains 191 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 3486 members 
Mstep: Class 23 contains 687 members 
Mstep: Class 24 contains 4393 members 
Mstep: Class 25 contains 13060 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 2158 members 
Mstep: Class 28 contains 309 members 
Mstep: Class 29 contains 2233 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10302 members 
Mstep: Class 32 contains 2473 members 
Mstep: Class 33 contains 8666 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 42782 members 
Mstep: Class 36 contains 460 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1127 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859672.000000 Penalty: 128345.367188
Iteration 169Q: 40 clusters Score -7.385967e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 26931 members 
Mstep: Class 3 contains 97268 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22327 members 
Mstep: Class 6 contains 125696 members 
Mstep: Class 7 contains 684 members 
Mstep: Class 8 contains 36618 members 
Mstep: Class 9 contains 9165 members 
Mstep: Class 10 contains 15823 members 
Mstep: Class 11 contains 9458 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32818 members 
Mstep: Class 14 contains 2644 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5389 members 
Mstep: Class 17 contains 5584 members 
Mstep: Class 18 contains 26435 members 
Mstep: Class 19 contains 191 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13648 members 
Mstep: Class 22 contains 3487 members 
Mstep: Class 23 contains 683 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 2159 members 
Mstep: Class 28 contains 310 members 
Mstep: Class 29 contains 2233 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10304 members 
Mstep: Class 32 contains 2473 members 
Mstep: Class 33 contains 8659 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 42888 members 
Mstep: Class 36 contains 463 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1133 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859552.000000 Penalty: 128345.367188
Iteration 170Q: 40 clusters Score -7.385955e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 26930 members 
Mstep: Class 3 contains 97261 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 22325 members 
Mstep: Class 6 contains 125697 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36615 members 
Mstep: Class 9 contains 9162 members 
Mstep: Class 10 contains 15838 members 
Mstep: Class 11 contains 9384 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32809 members 
Mstep: Class 14 contains 2644 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5387 members 
Mstep: Class 17 contains 5568 members 
Mstep: Class 18 contains 26436 members 
Mstep: Class 19 contains 191 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13650 members 
Mstep: Class 22 contains 3489 members 
Mstep: Class 23 contains 679 members 
Mstep: Class 24 contains 4394 members 
Mstep: Class 25 contains 13068 members 
Mstep: Class 26 contains 4758 members 
Mstep: Class 27 contains 2155 members 
Mstep: Class 28 contains 310 members 
Mstep: Class 29 contains 2233 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10304 members 
Mstep: Class 32 contains 2474 members 
Mstep: Class 33 contains 8655 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 42986 members 
Mstep: Class 36 contains 466 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1139 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859592.000000 Penalty: 128345.367188
Iteration 171Q: 40 clusters Score -7.385959e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 26930 members 
Mstep: Class 3 contains 97263 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 22323 members 
Mstep: Class 6 contains 125696 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36615 members 
Mstep: Class 9 contains 9158 members 
Mstep: Class 10 contains 15849 members 
Mstep: Class 11 contains 9311 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32798 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5385 members 
Mstep: Class 17 contains 5555 members 
Mstep: Class 18 contains 26437 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13656 members 
Mstep: Class 22 contains 3493 members 
Mstep: Class 23 contains 678 members 
Mstep: Class 24 contains 4394 members 
Mstep: Class 25 contains 13070 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 2233 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10307 members 
Mstep: Class 32 contains 2475 members 
Mstep: Class 33 contains 8642 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43073 members 
Mstep: Class 36 contains 466 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1145 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859592.000000 Penalty: 128345.367188
Iteration 172Q: 40 clusters Score -7.385959e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 26929 members 
Mstep: Class 3 contains 97267 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 22324 members 
Mstep: Class 6 contains 125694 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36615 members 
Mstep: Class 9 contains 9156 members 
Mstep: Class 10 contains 15860 members 
Mstep: Class 11 contains 9250 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32781 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5383 members 
Mstep: Class 17 contains 5540 members 
Mstep: Class 18 contains 26438 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13664 members 
Mstep: Class 22 contains 3495 members 
Mstep: Class 23 contains 675 members 
Mstep: Class 24 contains 4394 members 
Mstep: Class 25 contains 13073 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 311 members 
Mstep: Class 29 contains 2233 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10309 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8634 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43150 members 
Mstep: Class 36 contains 469 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1147 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859664.000000 Penalty: 128345.367188
Iteration 173Q: 40 clusters Score -7.385966e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97259 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 22323 members 
Mstep: Class 6 contains 125696 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36613 members 
Mstep: Class 9 contains 9149 members 
Mstep: Class 10 contains 15870 members 
Mstep: Class 11 contains 9197 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 32775 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5383 members 
Mstep: Class 17 contains 5526 members 
Mstep: Class 18 contains 26438 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13666 members 
Mstep: Class 22 contains 3500 members 
Mstep: Class 23 contains 673 members 
Mstep: Class 24 contains 4394 members 
Mstep: Class 25 contains 13075 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 314 members 
Mstep: Class 29 contains 2233 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10308 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8626 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43229 members 
Mstep: Class 36 contains 471 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859712.000000 Penalty: 128345.367188
Iteration 174Q: 40 clusters Score -7.385971e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97242 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 22321 members 
Mstep: Class 6 contains 125696 members 
Mstep: Class 7 contains 686 members 
Mstep: Class 8 contains 36613 members 
Mstep: Class 9 contains 9146 members 
Mstep: Class 10 contains 15880 members 
Mstep: Class 11 contains 9163 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 32769 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5385 members 
Mstep: Class 17 contains 5512 members 
Mstep: Class 18 contains 26437 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13671 members 
Mstep: Class 22 contains 3505 members 
Mstep: Class 23 contains 672 members 
Mstep: Class 24 contains 4394 members 
Mstep: Class 25 contains 13072 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 317 members 
Mstep: Class 29 contains 2232 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10309 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8611 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43297 members 
Mstep: Class 36 contains 471 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1158 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859768.000000 Penalty: 128345.367188
Iteration 175Q: 40 clusters Score -7.385977e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97219 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 22320 members 
Mstep: Class 6 contains 125696 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36614 members 
Mstep: Class 9 contains 9144 members 
Mstep: Class 10 contains 15892 members 
Mstep: Class 11 contains 9121 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 32757 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5385 members 
Mstep: Class 17 contains 5494 members 
Mstep: Class 18 contains 26437 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13678 members 
Mstep: Class 22 contains 3507 members 
Mstep: Class 23 contains 666 members 
Mstep: Class 24 contains 4394 members 
Mstep: Class 25 contains 13069 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 328 members 
Mstep: Class 29 contains 2231 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10309 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8613 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43369 members 
Mstep: Class 36 contains 477 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1157 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859800.000000 Penalty: 128345.367188
Iteration 176Q: 40 clusters Score -7.38598e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97212 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 22320 members 
Mstep: Class 6 contains 125696 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36615 members 
Mstep: Class 9 contains 9140 members 
Mstep: Class 10 contains 15899 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 2242 members 
Mstep: Class 13 contains 32747 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5389 members 
Mstep: Class 17 contains 5484 members 
Mstep: Class 18 contains 26435 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13683 members 
Mstep: Class 22 contains 3510 members 
Mstep: Class 23 contains 659 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13070 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 2146 members 
Mstep: Class 28 contains 328 members 
Mstep: Class 29 contains 2231 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10310 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8612 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43418 members 
Mstep: Class 36 contains 484 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1158 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859928.000000 Penalty: 128345.367188
Iteration 177Q: 40 clusters Score -7.385993e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97204 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 22319 members 
Mstep: Class 6 contains 125695 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36615 members 
Mstep: Class 9 contains 9134 members 
Mstep: Class 10 contains 15905 members 
Mstep: Class 11 contains 9058 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 32740 members 
Mstep: Class 14 contains 2648 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5388 members 
Mstep: Class 17 contains 5473 members 
Mstep: Class 18 contains 26432 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13686 members 
Mstep: Class 22 contains 3514 members 
Mstep: Class 23 contains 652 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13071 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 330 members 
Mstep: Class 29 contains 2231 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10310 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8609 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43470 members 
Mstep: Class 36 contains 491 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1161 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860056.000000 Penalty: 128345.367188
Iteration 178Q: 40 clusters Score -7.386006e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97188 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 22320 members 
Mstep: Class 6 contains 125695 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36614 members 
Mstep: Class 9 contains 9130 members 
Mstep: Class 10 contains 15913 members 
Mstep: Class 11 contains 9033 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32732 members 
Mstep: Class 14 contains 2648 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5387 members 
Mstep: Class 17 contains 5461 members 
Mstep: Class 18 contains 26434 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13687 members 
Mstep: Class 22 contains 3519 members 
Mstep: Class 23 contains 644 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13067 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10313 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8604 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43525 members 
Mstep: Class 36 contains 499 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1162 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860184.000000 Penalty: 128345.367188
Iteration 179Q: 40 clusters Score -7.386018e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97160 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 22319 members 
Mstep: Class 6 contains 125695 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36615 members 
Mstep: Class 9 contains 9132 members 
Mstep: Class 10 contains 15922 members 
Mstep: Class 11 contains 9009 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32725 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5387 members 
Mstep: Class 17 contains 5451 members 
Mstep: Class 18 contains 26433 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13690 members 
Mstep: Class 22 contains 3523 members 
Mstep: Class 23 contains 638 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13066 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 331 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8603 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43579 members 
Mstep: Class 36 contains 505 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1165 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860304.000000 Penalty: 128345.367188
Iteration 180F: 40 clusters Score -7.38603e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97140 members 
Mstep: Class 4 contains 5520 members 
Mstep: Class 5 contains 22320 members 
Mstep: Class 6 contains 125695 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36615 members 
Mstep: Class 9 contains 9131 members 
Mstep: Class 10 contains 15928 members 
Mstep: Class 11 contains 8987 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32721 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5387 members 
Mstep: Class 17 contains 5443 members 
Mstep: Class 18 contains 26432 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13691 members 
Mstep: Class 22 contains 3524 members 
Mstep: Class 23 contains 630 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13066 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 2148 members 
Mstep: Class 28 contains 338 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8600 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43632 members 
Mstep: Class 36 contains 513 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1160 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860328.000000 Penalty: 128345.367188
Iteration 181Q: 40 clusters Score -7.386033e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97116 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 22318 members 
Mstep: Class 6 contains 125695 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36615 members 
Mstep: Class 9 contains 9130 members 
Mstep: Class 10 contains 15930 members 
Mstep: Class 11 contains 8968 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32722 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5388 members 
Mstep: Class 17 contains 5442 members 
Mstep: Class 18 contains 26429 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13691 members 
Mstep: Class 22 contains 3527 members 
Mstep: Class 23 contains 625 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13072 members 
Mstep: Class 26 contains 4762 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 339 members 
Mstep: Class 29 contains 2229 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10314 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8593 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43679 members 
Mstep: Class 36 contains 518 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1158 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860320.000000 Penalty: 128345.367188
Iteration 182Q: 40 clusters Score -7.386032e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97109 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 22321 members 
Mstep: Class 6 contains 125693 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36613 members 
Mstep: Class 9 contains 9132 members 
Mstep: Class 10 contains 15930 members 
Mstep: Class 11 contains 8947 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32721 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5388 members 
Mstep: Class 17 contains 5440 members 
Mstep: Class 18 contains 26426 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13691 members 
Mstep: Class 22 contains 3530 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13076 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 2148 members 
Mstep: Class 28 contains 340 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10315 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8588 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43707 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1159 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860328.000000 Penalty: 128345.367188
Iteration 183Q: 40 clusters Score -7.386033e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97114 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 22323 members 
Mstep: Class 6 contains 125691 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36612 members 
Mstep: Class 9 contains 9128 members 
Mstep: Class 10 contains 15930 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32722 members 
Mstep: Class 14 contains 2641 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5387 members 
Mstep: Class 17 contains 5438 members 
Mstep: Class 18 contains 26427 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13692 members 
Mstep: Class 22 contains 3533 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13077 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 339 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10318 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8586 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43733 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1156 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860320.000000 Penalty: 128345.367188
Iteration 184Q: 40 clusters Score -7.386032e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97118 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 22323 members 
Mstep: Class 6 contains 125688 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36612 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 15933 members 
Mstep: Class 11 contains 8900 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32722 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5388 members 
Mstep: Class 17 contains 5435 members 
Mstep: Class 18 contains 26426 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13692 members 
Mstep: Class 22 contains 3536 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13078 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 340 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10323 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8582 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43750 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1153 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860336.000000 Penalty: 128345.367188
Iteration 185Q: 40 clusters Score -7.386034e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97116 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 22324 members 
Mstep: Class 6 contains 125685 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36611 members 
Mstep: Class 9 contains 9121 members 
Mstep: Class 10 contains 15935 members 
Mstep: Class 11 contains 8876 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 32720 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5392 members 
Mstep: Class 17 contains 5433 members 
Mstep: Class 18 contains 26423 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13692 members 
Mstep: Class 22 contains 3543 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13082 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 2148 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8579 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43781 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860200.000000 Penalty: 128345.367188
Iteration 186Q: 40 clusters Score -7.38602e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97113 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 22324 members 
Mstep: Class 6 contains 125687 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36609 members 
Mstep: Class 9 contains 9118 members 
Mstep: Class 10 contains 15937 members 
Mstep: Class 11 contains 8861 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32720 members 
Mstep: Class 14 contains 2644 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5391 members 
Mstep: Class 17 contains 5429 members 
Mstep: Class 18 contains 26422 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13691 members 
Mstep: Class 22 contains 3548 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13083 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 342 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8578 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43802 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1153 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860304.000000 Penalty: 128345.367188
Iteration 187Q: 40 clusters Score -7.38603e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97115 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 22325 members 
Mstep: Class 6 contains 125687 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36609 members 
Mstep: Class 9 contains 9117 members 
Mstep: Class 10 contains 15939 members 
Mstep: Class 11 contains 8847 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32717 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5391 members 
Mstep: Class 17 contains 5427 members 
Mstep: Class 18 contains 26421 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13692 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13081 members 
Mstep: Class 26 contains 4761 members 
Mstep: Class 27 contains 2146 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8576 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43823 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1154 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860288.000000 Penalty: 128345.367188
Iteration 188Q: 40 clusters Score -7.386029e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97118 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 22326 members 
Mstep: Class 6 contains 125687 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36609 members 
Mstep: Class 9 contains 9117 members 
Mstep: Class 10 contains 15939 members 
Mstep: Class 11 contains 8836 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32708 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5391 members 
Mstep: Class 17 contains 5427 members 
Mstep: Class 18 contains 26421 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13694 members 
Mstep: Class 22 contains 3550 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13080 members 
Mstep: Class 26 contains 4759 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 343 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8575 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43845 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860336.000000 Penalty: 128345.367188
Iteration 189Q: 40 clusters Score -7.386034e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97128 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 22326 members 
Mstep: Class 6 contains 125687 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36609 members 
Mstep: Class 9 contains 9116 members 
Mstep: Class 10 contains 15940 members 
Mstep: Class 11 contains 8822 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32703 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5392 members 
Mstep: Class 17 contains 5426 members 
Mstep: Class 18 contains 26422 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13697 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13080 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 2141 members 
Mstep: Class 28 contains 343 members 
Mstep: Class 29 contains 2229 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8570 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43860 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1148 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860384.000000 Penalty: 128345.367188
Iteration 190Q: 40 clusters Score -7.386038e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97139 members 
Mstep: Class 4 contains 5519 members 
Mstep: Class 5 contains 22326 members 
Mstep: Class 6 contains 125688 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36609 members 
Mstep: Class 9 contains 9114 members 
Mstep: Class 10 contains 15945 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32698 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5393 members 
Mstep: Class 17 contains 5422 members 
Mstep: Class 18 contains 26423 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13697 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13077 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 2141 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8563 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43881 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1144 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860344.000000 Penalty: 128345.367188
Iteration 191Q: 40 clusters Score -7.386034e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 26926 members 
Mstep: Class 3 contains 97150 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22324 members 
Mstep: Class 6 contains 125686 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36609 members 
Mstep: Class 9 contains 9112 members 
Mstep: Class 10 contains 15947 members 
Mstep: Class 11 contains 8787 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32687 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 5421 members 
Mstep: Class 18 contains 26423 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13698 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13073 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 2141 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10323 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8556 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43905 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1152 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860392.000000 Penalty: 128345.367188
Iteration 192Q: 40 clusters Score -7.386039e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 26926 members 
Mstep: Class 3 contains 97148 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22323 members 
Mstep: Class 6 contains 125685 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36609 members 
Mstep: Class 9 contains 9112 members 
Mstep: Class 10 contains 15950 members 
Mstep: Class 11 contains 8773 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32675 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5398 members 
Mstep: Class 17 contains 5417 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13700 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13075 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8551 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43937 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1154 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860368.000000 Penalty: 128345.367188
Iteration 193Q: 40 clusters Score -7.386037e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97142 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22323 members 
Mstep: Class 6 contains 125685 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36609 members 
Mstep: Class 9 contains 9113 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8758 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32672 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5400 members 
Mstep: Class 17 contains 5416 members 
Mstep: Class 18 contains 26419 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 13700 members 
Mstep: Class 22 contains 3548 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13075 members 
Mstep: Class 26 contains 4763 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 2229 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8549 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43959 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1155 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860368.000000 Penalty: 128345.367188
Iteration 194Q: 40 clusters Score -7.386037e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97145 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22323 members 
Mstep: Class 6 contains 125685 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36609 members 
Mstep: Class 9 contains 9113 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8738 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32672 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5400 members 
Mstep: Class 17 contains 5416 members 
Mstep: Class 18 contains 26418 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 13700 members 
Mstep: Class 22 contains 3548 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13076 members 
Mstep: Class 26 contains 4767 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8543 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43978 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1155 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860336.000000 Penalty: 128345.367188
Iteration 195Q: 40 clusters Score -7.386034e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97145 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22323 members 
Mstep: Class 6 contains 125684 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36609 members 
Mstep: Class 9 contains 9112 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8725 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32668 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5400 members 
Mstep: Class 17 contains 5415 members 
Mstep: Class 18 contains 26417 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 13701 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13079 members 
Mstep: Class 26 contains 4770 members 
Mstep: Class 27 contains 2140 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8538 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 43998 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1155 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860360.000000 Penalty: 128345.367188
Iteration 196Q: 40 clusters Score -7.386036e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97144 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22322 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36609 members 
Mstep: Class 9 contains 9112 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8710 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32663 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5401 members 
Mstep: Class 17 contains 5414 members 
Mstep: Class 18 contains 26416 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13701 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13082 members 
Mstep: Class 26 contains 4774 members 
Mstep: Class 27 contains 2138 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8538 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44018 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1155 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860376.000000 Penalty: 128345.367188
Iteration 197Q: 40 clusters Score -7.386038e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97147 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22322 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36608 members 
Mstep: Class 9 contains 9114 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8701 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32658 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5401 members 
Mstep: Class 17 contains 5414 members 
Mstep: Class 18 contains 26416 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13702 members 
Mstep: Class 22 contains 3548 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13086 members 
Mstep: Class 26 contains 4775 members 
Mstep: Class 27 contains 2137 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8535 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44030 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1155 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860344.000000 Penalty: 128345.367188
Iteration 198Q: 40 clusters Score -7.386034e+07 nChanged 45
Entering ConstructFrom: 
Score: -73860344.000000 Penalty: 128345.367188
Entering ConstructFrom: 
Trying to split cluster 1 (21312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Entering Unmasked Estep 
Score: -2758693.500000 Penalty: 2471.822266
	Iteration 0F: 2 clusters Score -2758694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2743666.250000 Penalty: 4943.644531
	Iteration 0F: 3 clusters Score -2743666 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2748738.000000 Penalty: 4943.644531
	Iteration 1F: 3 clusters Score -2748738 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2749319.250000 Penalty: 4943.644531
	Iteration 2F: 3 clusters Score -2749319 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2749896.500000 Penalty: 4943.644531
	Iteration 3F: 3 clusters Score -2749896 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2750531.500000 Penalty: 4943.644531
	Iteration 4F: 3 clusters Score -2750532 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2751340.500000 Penalty: 4943.644531
	Iteration 5F: 3 clusters Score -2751340 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2752194.500000 Penalty: 4943.644531
	Iteration 6F: 3 clusters Score -2752194 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2752885.750000 Penalty: 4943.644531
	Iteration 7F: 3 clusters Score -2752886 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2753450.250000 Penalty: 4943.644531
	Iteration 8Q: 3 clusters Score -2753450 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2753906.500000 Penalty: 4943.644531
	Iteration 9Q: 3 clusters Score -2753906 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2754367.250000 Penalty: 4943.644531
	Iteration 10Q: 3 clusters Score -2754367 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2754826.250000 Penalty: 4943.644531
	Iteration 11Q: 3 clusters Score -2754826 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2755226.000000 Penalty: 4943.644531
	Iteration 12Q: 3 clusters Score -2755226 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2755616.000000 Penalty: 4943.644531
	Iteration 13Q: 3 clusters Score -2755616 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2755895.000000 Penalty: 4943.644531
	Iteration 14Q: 3 clusters Score -2755895 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2756100.500000 Penalty: 4943.644531
	Iteration 15Q: 3 clusters Score -2756100 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2756246.500000 Penalty: 4943.644531
	Iteration 16Q: 3 clusters Score -2756246 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2756347.750000 Penalty: 4943.644531
	Iteration 17Q: 3 clusters Score -2756348 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2756441.500000 Penalty: 4943.644531
	Iteration 18Q: 3 clusters Score -2756442 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2756478.500000 Penalty: 4943.644531
	Iteration 19Q: 3 clusters Score -2756478 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2756525.000000 Penalty: 4943.644531
	Iteration 20F: 3 clusters Score -2756525 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2756578.500000 Penalty: 4943.644531
	Iteration 21Q: 3 clusters Score -2756578 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2756629.000000 Penalty: 4943.644531
	Iteration 22Q: 3 clusters Score -2756629 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2756686.250000 Penalty: 4943.644531
	Iteration 23Q: 3 clusters Score -2756686 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2756727.000000 Penalty: 4943.644531
	Iteration 24Q: 3 clusters Score -2756727 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2756772.500000 Penalty: 4943.644531
	Iteration 25Q: 3 clusters Score -2756772 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2756807.250000 Penalty: 4943.644531
	Iteration 26Q: 3 clusters Score -2756807 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2756834.750000 Penalty: 4943.644531
	Iteration 27Q: 3 clusters Score -2756835 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2756850.250000 Penalty: 4943.644531
	Iteration 28Q: 3 clusters Score -2756850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2756873.000000 Penalty: 4943.644531
	Iteration 29Q: 3 clusters Score -2756873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2756888.500000 Penalty: 4943.644531
	Iteration 30Q: 3 clusters Score -2756888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2756907.750000 Penalty: 4943.644531
	Iteration 31Q: 3 clusters Score -2756908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2756912.000000 Penalty: 4943.644531
	Iteration 32Q: 3 clusters Score -2756912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2756918.750000 Penalty: 4943.644531
	Iteration 33Q: 3 clusters Score -2756919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2756924.500000 Penalty: 4943.644531
	Iteration 34Q: 3 clusters Score -2756924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2756920.250000 Penalty: 4943.644531
	Iteration 35Q: 3 clusters Score -2756920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2756928.750000 Penalty: 4943.644531
	Iteration 36Q: 3 clusters Score -2756929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2756932.000000 Penalty: 4943.644531
	Iteration 37Q: 3 clusters Score -2756932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2756937.000000 Penalty: 4943.644531
	Iteration 38Q: 3 clusters Score -2756937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2756942.000000 Penalty: 4943.644531
	Iteration 39Q: 3 clusters Score -2756942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2756942.750000 Penalty: 4943.644531
	Iteration 40F: 3 clusters Score -2756943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2756944.500000 Penalty: 4943.644531
	Iteration 41Q: 3 clusters Score -2756944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2756941.750000 Penalty: 4943.644531
	Iteration 42Q: 3 clusters Score -2756942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2756943.500000 Penalty: 4943.644531
	Iteration 43Q: 3 clusters Score -2756944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2756946.250000 Penalty: 4943.644531
	Iteration 44Q: 3 clusters Score -2756946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2756950.250000 Penalty: 4943.644531
	Iteration 45Q: 3 clusters Score -2756950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2756949.000000 Penalty: 4943.644531
	Iteration 46Q: 3 clusters Score -2756949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2756947.500000 Penalty: 4943.644531
	Iteration 47Q: 3 clusters Score -2756948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2756948.750000 Penalty: 4943.644531
	Iteration 48Q: 3 clusters Score -2756949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2756948.250000 Penalty: 4943.644531
	Iteration 49Q: 3 clusters Score -2756948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2756949.750000 Penalty: 4943.644531
	Iteration 50Q: 3 clusters Score -2756950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2756950.500000 Penalty: 4943.644531
	Iteration 51Q: 3 clusters Score -2756950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2756951.000000 Penalty: 4943.644531
	Iteration 52Q: 3 clusters Score -2756951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2756956.250000 Penalty: 4943.644531
	Iteration 53Q: 3 clusters Score -2756956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2756957.250000 Penalty: 4943.644531
	Iteration 54Q: 3 clusters Score -2756957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2756957.500000 Penalty: 4943.644531
	Iteration 55Q: 3 clusters Score -2756958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2756957.250000 Penalty: 4943.644531
	Iteration 56Q: 3 clusters Score -2756957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2756956.750000 Penalty: 4943.644531
	Iteration 57Q: 3 clusters Score -2756957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2756959.750000 Penalty: 4943.644531
	Iteration 58Q: 3 clusters Score -2756960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2756960.500000 Penalty: 4943.644531
	Iteration 59Q: 3 clusters Score -2756960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2756956.500000 Penalty: 4943.644531
	Iteration 60F: 3 clusters Score -2756956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2756957.000000 Penalty: 4943.644531
	Iteration 61Q: 3 clusters Score -2756957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2756958.500000 Penalty: 4943.644531
	Iteration 62Q: 3 clusters Score -2756958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2756958.500000 Penalty: 4943.644531
	Iteration 63F: 3 clusters Score -2756958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Entering Unmasked Estep 
Score: -3589244.000000 Penalty: 2529.819336
	Iteration 0F: 2 clusters Score -3589244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3570697.000000 Penalty: 5059.638672
	Iteration 0F: 3 clusters Score -3570697 nChanged 11992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3577414.250000 Penalty: 5059.638672
	Iteration 1F: 3 clusters Score -3577414 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3578453.250000 Penalty: 5059.638672
	Iteration 2F: 3 clusters Score -3578453 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3580044.000000 Penalty: 5059.638672
	Iteration 3F: 3 clusters Score -3580044 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3581988.000000 Penalty: 5059.638672
	Iteration 4F: 3 clusters Score -3581988 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3583664.500000 Penalty: 5059.638672
	Iteration 5F: 3 clusters Score -3583664 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3584790.750000 Penalty: 5059.638672
	Iteration 6F: 3 clusters Score -3584791 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3585351.250000 Penalty: 5059.638672
	Iteration 7Q: 3 clusters Score -3585351 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -3585614.250000 Penalty: 5059.638672
	Iteration 8Q: 3 clusters Score -3585614 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -3585753.500000 Penalty: 5059.638672
	Iteration 9Q: 3 clusters Score -3585754 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3585870.750000 Penalty: 5059.638672
	Iteration 10Q: 3 clusters Score -3585871 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -3585915.250000 Penalty: 5059.638672
	Iteration 11Q: 3 clusters Score -3585915 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3585940.000000 Penalty: 5059.638672
	Iteration 12Q: 3 clusters Score -3585940 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -3585972.500000 Penalty: 5059.638672
	Iteration 13Q: 3 clusters Score -3585972 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -3585988.000000 Penalty: 5059.638672
	Iteration 14Q: 3 clusters Score -3585988 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -3586009.250000 Penalty: 5059.638672
	Iteration 15Q: 3 clusters Score -3586009 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3586018.250000 Penalty: 5059.638672
	Iteration 16Q: 3 clusters Score -3586018 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -3586028.500000 Penalty: 5059.638672
	Iteration 17Q: 3 clusters Score -3586028 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -3586035.000000 Penalty: 5059.638672
	Iteration 18Q: 3 clusters Score -3586035 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3586031.500000 Penalty: 5059.638672
	Iteration 19Q: 3 clusters Score -3586032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3586036.250000 Penalty: 5059.638672
	Iteration 20F: 3 clusters Score -3586036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -3586038.000000 Penalty: 5059.638672
	Iteration 21Q: 3 clusters Score -3586038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3586037.250000 Penalty: 5059.638672
	Iteration 22Q: 3 clusters Score -3586037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3586045.750000 Penalty: 5059.638672
	Iteration 23Q: 3 clusters Score -3586046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -3586041.750000 Penalty: 5059.638672
	Iteration 24Q: 3 clusters Score -3586042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -3586048.750000 Penalty: 5059.638672
	Iteration 25Q: 3 clusters Score -3586049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -3586050.500000 Penalty: 5059.638672
	Iteration 26Q: 3 clusters Score -3586050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -3586056.000000 Penalty: 5059.638672
	Iteration 27Q: 3 clusters Score -3586056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -3586055.000000 Penalty: 5059.638672
	Iteration 28Q: 3 clusters Score -3586055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3586053.750000 Penalty: 5059.638672
	Iteration 29Q: 3 clusters Score -3586054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -3586055.000000 Penalty: 5059.638672
	Iteration 30Q: 3 clusters Score -3586055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -3586050.250000 Penalty: 5059.638672
	Iteration 31Q: 3 clusters Score -3586050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -3586054.000000 Penalty: 5059.638672
	Iteration 32Q: 3 clusters Score -3586054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -3586051.500000 Penalty: 5059.638672
	Iteration 33Q: 3 clusters Score -3586052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3586044.750000 Penalty: 5059.638672
	Iteration 34Q: 3 clusters Score -3586045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3586048.250000 Penalty: 5059.638672
	Iteration 35Q: 3 clusters Score -3586048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3586048.250000 Penalty: 5059.638672
	Iteration 36F: 3 clusters Score -3586048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (97146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97146 members 
Entering Unmasked Estep 
Score: -12778682.000000 Penalty: 2848.024658
	Iteration 0F: 2 clusters Score -1.277868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -12713645.000000 Penalty: 5696.049316
	Iteration 0F: 3 clusters Score -1.271364e+07 nChanged 45869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -12740008.000000 Penalty: 5696.049316
	Iteration 1F: 3 clusters Score -1.274001e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -12741159.000000 Penalty: 5696.049316
	Iteration 2Q: 3 clusters Score -1.274116e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -12743022.000000 Penalty: 5696.049316
	Iteration 3Q: 3 clusters Score -1.274302e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -12746024.000000 Penalty: 5696.049316
	Iteration 4F: 3 clusters Score -1.274602e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 66490 members 
Entering Unmasked Estep 
Score: -12750246.000000 Penalty: 5696.049316
	Iteration 5F: 3 clusters Score -1.275025e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 73116 members 
Entering Unmasked Estep 
Score: -12755583.000000 Penalty: 5696.049316
	Iteration 6F: 3 clusters Score -1.275558e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 79928 members 
Entering Unmasked Estep 
Score: -12761527.000000 Penalty: 5696.049316
	Iteration 7F: 3 clusters Score -1.276153e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 85887 members 
Entering Unmasked Estep 
Score: -12766605.000000 Penalty: 5696.049316
	Iteration 8F: 3 clusters Score -1.27666e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 90500 members 
Entering Unmasked Estep 
Score: -12770663.000000 Penalty: 5696.049316
	Iteration 9Q: 3 clusters Score -1.277066e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 93567 members 
Entering Unmasked Estep 
Score: -12773377.000000 Penalty: 5696.049316
	Iteration 10Q: 3 clusters Score -1.277338e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 95271 members 
Entering Unmasked Estep 
Score: -12774753.000000 Penalty: 5696.049316
	Iteration 11Q: 3 clusters Score -1.277475e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -12775489.000000 Penalty: 5696.049316
	Iteration 12Q: 3 clusters Score -1.277549e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 96434 members 
Entering Unmasked Estep 
Score: -12775796.000000 Penalty: 5696.049316
	Iteration 13Q: 3 clusters Score -1.27758e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 96595 members 
Entering Unmasked Estep 
Score: -12775981.000000 Penalty: 5696.049316
	Iteration 14Q: 3 clusters Score -1.277598e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 96675 members 
Entering Unmasked Estep 
Score: -12776079.000000 Penalty: 5696.049316
	Iteration 15Q: 3 clusters Score -1.277608e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 96715 members 
Entering Unmasked Estep 
Score: -12776124.000000 Penalty: 5696.049316
	Iteration 16Q: 3 clusters Score -1.277612e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 96729 members 
Entering Unmasked Estep 
Score: -12776167.000000 Penalty: 5696.049316
	Iteration 17Q: 3 clusters Score -1.277617e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 96735 members 
Entering Unmasked Estep 
Score: -12776174.000000 Penalty: 5696.049316
	Iteration 18Q: 3 clusters Score -1.277617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 96737 members 
Entering Unmasked Estep 
Score: -12776179.000000 Penalty: 5696.049316
	Iteration 19Q: 3 clusters Score -1.277618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 96743 members 
Entering Unmasked Estep 
Score: -12776182.000000 Penalty: 5696.049316
	Iteration 20F: 3 clusters Score -1.277618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -12776206.000000 Penalty: 5696.049316
	Iteration 21Q: 3 clusters Score -1.277621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 96748 members 
Entering Unmasked Estep 
Score: -12776211.000000 Penalty: 5696.049316
	Iteration 22Q: 3 clusters Score -1.277621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 96751 members 
Entering Unmasked Estep 
Score: -12776217.000000 Penalty: 5696.049316
	Iteration 23Q: 3 clusters Score -1.277622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 96753 members 
Entering Unmasked Estep 
Score: -12776216.000000 Penalty: 5696.049316
	Iteration 24Q: 3 clusters Score -1.277622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 96756 members 
Entering Unmasked Estep 
Score: -12776223.000000 Penalty: 5696.049316
	Iteration 25Q: 3 clusters Score -1.277622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 96760 members 
Entering Unmasked Estep 
Score: -12776219.000000 Penalty: 5696.049316
	Iteration 26Q: 3 clusters Score -1.277622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 96761 members 
Entering Unmasked Estep 
Score: -12776227.000000 Penalty: 5696.049316
	Iteration 27Q: 3 clusters Score -1.277623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 96759 members 
Entering Unmasked Estep 
Score: -12776232.000000 Penalty: 5696.049316
	Iteration 28Q: 3 clusters Score -1.277623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 96760 members 
Entering Unmasked Estep 
Score: -12776235.000000 Penalty: 5696.049316
	Iteration 29Q: 3 clusters Score -1.277624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 96762 members 
Entering Unmasked Estep 
Score: -12776237.000000 Penalty: 5696.049316
	Iteration 30Q: 3 clusters Score -1.277624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 96762 members 
Entering Unmasked Estep 
Score: -12776237.000000 Penalty: 5696.049316
	Iteration 31F: 3 clusters Score -1.277624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Entering Unmasked Estep 
Score: -723330.750000 Penalty: 2136.710938
	Iteration 0F: 2 clusters Score -723330.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -718461.937500 Penalty: 4273.421875
	Iteration 0F: 3 clusters Score -718461.9 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -719645.312500 Penalty: 4273.421875
	Iteration 1F: 3 clusters Score -719645.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -719840.625000 Penalty: 4273.421875
	Iteration 2F: 3 clusters Score -719840.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -719972.812500 Penalty: 4273.421875
	Iteration 3Q: 3 clusters Score -719972.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -720086.812500 Penalty: 4273.421875
	Iteration 4Q: 3 clusters Score -720086.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -720207.125000 Penalty: 4273.421875
	Iteration 5Q: 3 clusters Score -720207.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -720353.125000 Penalty: 4273.421875
	Iteration 6Q: 3 clusters Score -720353.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -720546.937500 Penalty: 4273.421875
	Iteration 7Q: 3 clusters Score -720546.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -720843.500000 Penalty: 4273.421875
	Iteration 8Q: 3 clusters Score -720843.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -721178.812500 Penalty: 4273.421875
	Iteration 9F: 3 clusters Score -721178.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -721513.562500 Penalty: 4273.421875
	Iteration 10F: 3 clusters Score -721513.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -721800.125000 Penalty: 4273.421875
	Iteration 11F: 3 clusters Score -721800.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -722016.750000 Penalty: 4273.421875
	Iteration 12Q: 3 clusters Score -722016.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -722198.062500 Penalty: 4273.421875
	Iteration 13Q: 3 clusters Score -722198.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -722321.562500 Penalty: 4273.421875
	Iteration 14Q: 3 clusters Score -722321.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -722378.000000 Penalty: 4273.421875
	Iteration 15Q: 3 clusters Score -722378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -722408.250000 Penalty: 4273.421875
	Iteration 16Q: 3 clusters Score -722408.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -722420.875000 Penalty: 4273.421875
	Iteration 17Q: 3 clusters Score -722420.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -722431.625000 Penalty: 4273.421875
	Iteration 18Q: 3 clusters Score -722431.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -722443.312500 Penalty: 4273.421875
	Iteration 19Q: 3 clusters Score -722443.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -722447.000000 Penalty: 4273.421875
	Iteration 20F: 3 clusters Score -722447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -722454.125000 Penalty: 4273.421875
	Iteration 21Q: 3 clusters Score -722454.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -722458.187500 Penalty: 4273.421875
	Iteration 22Q: 3 clusters Score -722458.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -722463.125000 Penalty: 4273.421875
	Iteration 23Q: 3 clusters Score -722463.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -722467.000000 Penalty: 4273.421875
	Iteration 24Q: 3 clusters Score -722467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -722464.812500 Penalty: 4273.421875
	Iteration 25Q: 3 clusters Score -722464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -722465.250000 Penalty: 4273.421875
	Iteration 26Q: 3 clusters Score -722465.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -722465.812500 Penalty: 4273.421875
	Iteration 27Q: 3 clusters Score -722465.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -722467.937500 Penalty: 4273.421875
	Iteration 28Q: 3 clusters Score -722467.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -722468.062500 Penalty: 4273.421875
	Iteration 29Q: 3 clusters Score -722468.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -722468.812500 Penalty: 4273.421875
	Iteration 30Q: 3 clusters Score -722468.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -722469.312500 Penalty: 4273.421875
	Iteration 31Q: 3 clusters Score -722469.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -722470.125000 Penalty: 4273.421875
	Iteration 32Q: 3 clusters Score -722470.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -722471.375000 Penalty: 4273.421875
	Iteration 33Q: 3 clusters Score -722471.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -722473.187500 Penalty: 4273.421875
	Iteration 34Q: 3 clusters Score -722473.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -722475.437500 Penalty: 4273.421875
	Iteration 35Q: 3 clusters Score -722475.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -722475.000000 Penalty: 4273.421875
	Iteration 36Q: 3 clusters Score -722475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -722476.562500 Penalty: 4273.421875
	Iteration 37Q: 3 clusters Score -722476.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -722475.500000 Penalty: 4273.421875
	Iteration 38Q: 3 clusters Score -722475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -722477.437500 Penalty: 4273.421875
	Iteration 39Q: 3 clusters Score -722477.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -722478.562500 Penalty: 4273.421875
	Iteration 40F: 3 clusters Score -722478.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -722478.250000 Penalty: 4273.421875
	Iteration 41Q: 3 clusters Score -722478.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -722478.250000 Penalty: 4273.421875
	Iteration 42F: 3 clusters Score -722478.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Entering Unmasked Estep 
Score: -2878259.500000 Penalty: 2483.316406
	Iteration 0F: 2 clusters Score -2878260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2862789.250000 Penalty: 4966.632812
	Iteration 0F: 3 clusters Score -2862789 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2868043.250000 Penalty: 4966.632812
	Iteration 1F: 3 clusters Score -2868043 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2868647.750000 Penalty: 4966.632812
	Iteration 2F: 3 clusters Score -2868648 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2869229.250000 Penalty: 4966.632812
	Iteration 3F: 3 clusters Score -2869229 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2869844.250000 Penalty: 4966.632812
	Iteration 4F: 3 clusters Score -2869844 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2870409.250000 Penalty: 4966.632812
	Iteration 5F: 3 clusters Score -2870409 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2870917.000000 Penalty: 4966.632812
	Iteration 6Q: 3 clusters Score -2870917 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2871395.250000 Penalty: 4966.632812
	Iteration 7Q: 3 clusters Score -2871395 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2871791.000000 Penalty: 4966.632812
	Iteration 8Q: 3 clusters Score -2871791 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2872107.250000 Penalty: 4966.632812
	Iteration 9Q: 3 clusters Score -2872107 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2872375.000000 Penalty: 4966.632812
	Iteration 10Q: 3 clusters Score -2872375 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2872614.000000 Penalty: 4966.632812
	Iteration 11Q: 3 clusters Score -2872614 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2872818.750000 Penalty: 4966.632812
	Iteration 12Q: 3 clusters Score -2872819 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2872999.750000 Penalty: 4966.632812
	Iteration 13Q: 3 clusters Score -2873000 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2873193.500000 Penalty: 4966.632812
	Iteration 14Q: 3 clusters Score -2873194 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2873424.250000 Penalty: 4966.632812
	Iteration 15Q: 3 clusters Score -2873424 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2873709.250000 Penalty: 4966.632812
	Iteration 16Q: 3 clusters Score -2873709 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2874017.000000 Penalty: 4966.632812
	Iteration 17Q: 3 clusters Score -2874017 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2874307.500000 Penalty: 4966.632812
	Iteration 18Q: 3 clusters Score -2874308 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2874559.250000 Penalty: 4966.632812
	Iteration 19Q: 3 clusters Score -2874559 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2874806.250000 Penalty: 4966.632812
	Iteration 20F: 3 clusters Score -2874806 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2875041.750000 Penalty: 4966.632812
	Iteration 21Q: 3 clusters Score -2875042 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2875259.750000 Penalty: 4966.632812
	Iteration 22Q: 3 clusters Score -2875260 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2875478.500000 Penalty: 4966.632812
	Iteration 23Q: 3 clusters Score -2875478 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2875653.750000 Penalty: 4966.632812
	Iteration 24Q: 3 clusters Score -2875654 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2875845.250000 Penalty: 4966.632812
	Iteration 25Q: 3 clusters Score -2875845 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2876033.000000 Penalty: 4966.632812
	Iteration 26Q: 3 clusters Score -2876033 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2876179.500000 Penalty: 4966.632812
	Iteration 27Q: 3 clusters Score -2876180 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2876322.000000 Penalty: 4966.632812
	Iteration 28Q: 3 clusters Score -2876322 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2876458.250000 Penalty: 4966.632812
	Iteration 29Q: 3 clusters Score -2876458 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2876582.250000 Penalty: 4966.632812
	Iteration 30Q: 3 clusters Score -2876582 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2876681.000000 Penalty: 4966.632812
	Iteration 31Q: 3 clusters Score -2876681 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2876821.750000 Penalty: 4966.632812
	Iteration 32Q: 3 clusters Score -2876822 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2876908.250000 Penalty: 4966.632812
	Iteration 33Q: 3 clusters Score -2876908 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2877018.500000 Penalty: 4966.632812
	Iteration 34Q: 3 clusters Score -2877018 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2877151.250000 Penalty: 4966.632812
	Iteration 35Q: 3 clusters Score -2877151 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2877237.000000 Penalty: 4966.632812
	Iteration 36Q: 3 clusters Score -2877237 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2877304.000000 Penalty: 4966.632812
	Iteration 37Q: 3 clusters Score -2877304 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2877368.500000 Penalty: 4966.632812
	Iteration 38Q: 3 clusters Score -2877368 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -2877417.250000 Penalty: 4966.632812
	Iteration 39Q: 3 clusters Score -2877417 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2877455.500000 Penalty: 4966.632812
	Iteration 40F: 3 clusters Score -2877456 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2877473.250000 Penalty: 4966.632812
	Iteration 41Q: 3 clusters Score -2877473 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -2877485.750000 Penalty: 4966.632812
	Iteration 42Q: 3 clusters Score -2877486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2877501.000000 Penalty: 4966.632812
	Iteration 43Q: 3 clusters Score -2877501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2877506.000000 Penalty: 4966.632812
	Iteration 44Q: 3 clusters Score -2877506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -2877513.000000 Penalty: 4966.632812
	Iteration 45Q: 3 clusters Score -2877513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2877512.250000 Penalty: 4966.632812
	Iteration 46Q: 3 clusters Score -2877512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2877515.750000 Penalty: 4966.632812
	Iteration 47Q: 3 clusters Score -2877516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2877516.750000 Penalty: 4966.632812
	Iteration 48Q: 3 clusters Score -2877517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2877524.000000 Penalty: 4966.632812
	Iteration 49Q: 3 clusters Score -2877524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2877520.750000 Penalty: 4966.632812
	Iteration 50Q: 3 clusters Score -2877521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2877528.250000 Penalty: 4966.632812
	Iteration 51Q: 3 clusters Score -2877528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -2877525.000000 Penalty: 4966.632812
	Iteration 52Q: 3 clusters Score -2877525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2877528.000000 Penalty: 4966.632812
	Iteration 53Q: 3 clusters Score -2877528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2877527.750000 Penalty: 4966.632812
	Iteration 54Q: 3 clusters Score -2877528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2877528.250000 Penalty: 4966.632812
	Iteration 55Q: 3 clusters Score -2877528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2877527.750000 Penalty: 4966.632812
	Iteration 56Q: 3 clusters Score -2877528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2877527.000000 Penalty: 4966.632812
	Iteration 57Q: 3 clusters Score -2877527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2877527.500000 Penalty: 4966.632812
	Iteration 58Q: 3 clusters Score -2877528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2877527.500000 Penalty: 4966.632812
	Iteration 59F: 3 clusters Score -2877528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (125683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125683 members 
Entering Unmasked Estep 
Score: -16561720.000000 Penalty: 2911.896484
	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 62846 members 
Mstep: Class 2 contains 62837 members 
Entering Unmasked Estep 
Score: -16477363.000000 Penalty: 5823.792969
	Iteration 0F: 3 clusters Score -1.647736e+07 nChanged 59841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -16511879.000000 Penalty: 5823.792969
	Iteration 1F: 3 clusters Score -1.651188e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -16512520.000000 Penalty: 5823.792969
	Iteration 2Q: 3 clusters Score -1.651252e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -16513202.000000 Penalty: 5823.792969
	Iteration 3Q: 3 clusters Score -1.65132e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 60389 members 
Entering Unmasked Estep 
Score: -16514212.000000 Penalty: 5823.792969
	Iteration 4Q: 3 clusters Score -1.651421e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66606 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -16515243.000000 Penalty: 5823.792969
	Iteration 5Q: 3 clusters Score -1.651524e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -16516672.000000 Penalty: 5823.792969
	Iteration 6Q: 3 clusters Score -1.651667e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70985 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -16518235.000000 Penalty: 5823.792969
	Iteration 7Q: 3 clusters Score -1.651824e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74375 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -16520681.000000 Penalty: 5823.792969
	Iteration 8Q: 3 clusters Score -1.652068e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78760 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -16524161.000000 Penalty: 5823.792969
	Iteration 9Q: 3 clusters Score -1.652416e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83855 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -16528848.000000 Penalty: 5823.792969
	Iteration 10F: 3 clusters Score -1.652885e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89116 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -16534015.000000 Penalty: 5823.792969
	Iteration 11F: 3 clusters Score -1.653402e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93819 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -16538864.000000 Penalty: 5823.792969
	Iteration 12F: 3 clusters Score -1.653886e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97541 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -16542486.000000 Penalty: 5823.792969
	Iteration 13Q: 3 clusters Score -1.654249e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100464 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -16544783.000000 Penalty: 5823.792969
	Iteration 14Q: 3 clusters Score -1.654478e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102981 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -16546270.000000 Penalty: 5823.792969
	Iteration 15Q: 3 clusters Score -1.654627e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105274 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -16547503.000000 Penalty: 5823.792969
	Iteration 16Q: 3 clusters Score -1.65475e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107460 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -16548593.000000 Penalty: 5823.792969
	Iteration 17Q: 3 clusters Score -1.654859e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109612 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -16549873.000000 Penalty: 5823.792969
	Iteration 18Q: 3 clusters Score -1.654987e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111630 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -16551171.000000 Penalty: 5823.792969
	Iteration 19Q: 3 clusters Score -1.655117e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113425 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -16552527.000000 Penalty: 5823.792969
	Iteration 20F: 3 clusters Score -1.655253e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114968 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -16553777.000000 Penalty: 5823.792969
	Iteration 21Q: 3 clusters Score -1.655378e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116232 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -16554788.000000 Penalty: 5823.792969
	Iteration 22Q: 3 clusters Score -1.655479e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117261 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -16555584.000000 Penalty: 5823.792969
	Iteration 23Q: 3 clusters Score -1.655558e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118123 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -16556155.000000 Penalty: 5823.792969
	Iteration 24Q: 3 clusters Score -1.655616e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118832 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -16556571.000000 Penalty: 5823.792969
	Iteration 25Q: 3 clusters Score -1.655657e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119409 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -16556853.000000 Penalty: 5823.792969
	Iteration 26Q: 3 clusters Score -1.655685e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119911 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -16557072.000000 Penalty: 5823.792969
	Iteration 27Q: 3 clusters Score -1.655707e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120384 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -16557341.000000 Penalty: 5823.792969
	Iteration 28Q: 3 clusters Score -1.655734e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120765 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -16557473.000000 Penalty: 5823.792969
	Iteration 29Q: 3 clusters Score -1.655747e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121123 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -16557642.000000 Penalty: 5823.792969
	Iteration 30Q: 3 clusters Score -1.655764e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121442 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -16557811.000000 Penalty: 5823.792969
	Iteration 31Q: 3 clusters Score -1.655781e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121741 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -16557911.000000 Penalty: 5823.792969
	Iteration 32Q: 3 clusters Score -1.655791e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122011 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -16558022.000000 Penalty: 5823.792969
	Iteration 33Q: 3 clusters Score -1.655802e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122281 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -16558109.000000 Penalty: 5823.792969
	Iteration 34Q: 3 clusters Score -1.655811e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122500 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -16558207.000000 Penalty: 5823.792969
	Iteration 35Q: 3 clusters Score -1.655821e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122717 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -16558303.000000 Penalty: 5823.792969
	Iteration 36Q: 3 clusters Score -1.65583e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122907 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -16558389.000000 Penalty: 5823.792969
	Iteration 37Q: 3 clusters Score -1.655839e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123070 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -16558499.000000 Penalty: 5823.792969
	Iteration 38Q: 3 clusters Score -1.65585e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123223 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -16558516.000000 Penalty: 5823.792969
	Iteration 39Q: 3 clusters Score -1.655852e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123359 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -16558579.000000 Penalty: 5823.792969
	Iteration 40F: 3 clusters Score -1.655858e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123498 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -16558647.000000 Penalty: 5823.792969
	Iteration 41Q: 3 clusters Score -1.655865e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123595 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -16558688.000000 Penalty: 5823.792969
	Iteration 42Q: 3 clusters Score -1.655869e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123691 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -16558702.000000 Penalty: 5823.792969
	Iteration 43Q: 3 clusters Score -1.65587e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123779 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -16558741.000000 Penalty: 5823.792969
	Iteration 44Q: 3 clusters Score -1.655874e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123878 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -16558802.000000 Penalty: 5823.792969
	Iteration 45Q: 3 clusters Score -1.65588e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123968 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -16558852.000000 Penalty: 5823.792969
	Iteration 46Q: 3 clusters Score -1.655885e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124048 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -16558878.000000 Penalty: 5823.792969
	Iteration 47Q: 3 clusters Score -1.655888e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124115 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -16558890.000000 Penalty: 5823.792969
	Iteration 48Q: 3 clusters Score -1.655889e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124170 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -16558883.000000 Penalty: 5823.792969
	Iteration 49Q: 3 clusters Score -1.655888e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124222 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -16558915.000000 Penalty: 5823.792969
	Iteration 50Q: 3 clusters Score -1.655892e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124271 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -16558926.000000 Penalty: 5823.792969
	Iteration 51Q: 3 clusters Score -1.655893e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124309 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -16558922.000000 Penalty: 5823.792969
	Iteration 52Q: 3 clusters Score -1.655892e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124346 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -16558943.000000 Penalty: 5823.792969
	Iteration 53Q: 3 clusters Score -1.655894e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124378 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -16558961.000000 Penalty: 5823.792969
	Iteration 54Q: 3 clusters Score -1.655896e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124398 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -16558961.000000 Penalty: 5823.792969
	Iteration 55Q: 3 clusters Score -1.655896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124410 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -16558956.000000 Penalty: 5823.792969
	Iteration 56Q: 3 clusters Score -1.655896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124423 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -16558965.000000 Penalty: 5823.792969
	Iteration 57Q: 3 clusters Score -1.655896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124445 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -16558975.000000 Penalty: 5823.792969
	Iteration 58Q: 3 clusters Score -1.655898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124463 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -16558973.000000 Penalty: 5823.792969
	Iteration 59Q: 3 clusters Score -1.655897e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124493 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -16558996.000000 Penalty: 5823.792969
	Iteration 60F: 3 clusters Score -1.6559e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124517 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -16558993.000000 Penalty: 5823.792969
	Iteration 61Q: 3 clusters Score -1.655899e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124540 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -16559000.000000 Penalty: 5823.792969
	Iteration 62Q: 3 clusters Score -1.6559e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124563 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -16559022.000000 Penalty: 5823.792969
	Iteration 63Q: 3 clusters Score -1.655902e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124590 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -16559025.000000 Penalty: 5823.792969
	Iteration 64Q: 3 clusters Score -1.655902e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124611 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -16559044.000000 Penalty: 5823.792969
	Iteration 65Q: 3 clusters Score -1.655904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124627 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -16559061.000000 Penalty: 5823.792969
	Iteration 66Q: 3 clusters Score -1.655906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124643 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -16559060.000000 Penalty: 5823.792969
	Iteration 67Q: 3 clusters Score -1.655906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124656 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -16559079.000000 Penalty: 5823.792969
	Iteration 68Q: 3 clusters Score -1.655908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124668 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -16559085.000000 Penalty: 5823.792969
	Iteration 69Q: 3 clusters Score -1.655908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124676 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -16559074.000000 Penalty: 5823.792969
	Iteration 70Q: 3 clusters Score -1.655907e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124687 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -16559080.000000 Penalty: 5823.792969
	Iteration 71Q: 3 clusters Score -1.655908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124698 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -16559091.000000 Penalty: 5823.792969
	Iteration 72Q: 3 clusters Score -1.655909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124704 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -16559094.000000 Penalty: 5823.792969
	Iteration 73Q: 3 clusters Score -1.655909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124710 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -16559105.000000 Penalty: 5823.792969
	Iteration 74Q: 3 clusters Score -1.65591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124716 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -16559124.000000 Penalty: 5823.792969
	Iteration 75Q: 3 clusters Score -1.655912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124719 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -16559123.000000 Penalty: 5823.792969
	Iteration 76Q: 3 clusters Score -1.655912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124722 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -16559122.000000 Penalty: 5823.792969
	Iteration 77Q: 3 clusters Score -1.655912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124727 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -16559118.000000 Penalty: 5823.792969
	Iteration 78Q: 3 clusters Score -1.655912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124729 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -16559116.000000 Penalty: 5823.792969
	Iteration 79Q: 3 clusters Score -1.655912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124730 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -16559122.000000 Penalty: 5823.792969
	Iteration 80F: 3 clusters Score -1.655912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124733 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -16559102.000000 Penalty: 5823.792969
	Iteration 81Q: 3 clusters Score -1.65591e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124739 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -16559118.000000 Penalty: 5823.792969
	Iteration 82Q: 3 clusters Score -1.655912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124745 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -16559122.000000 Penalty: 5823.792969
	Iteration 83Q: 3 clusters Score -1.655912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124753 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -16559106.000000 Penalty: 5823.792969
	Iteration 84Q: 3 clusters Score -1.655911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124766 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -16559140.000000 Penalty: 5823.792969
	Iteration 85Q: 3 clusters Score -1.655914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124778 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -16559146.000000 Penalty: 5823.792969
	Iteration 86Q: 3 clusters Score -1.655915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124790 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -16559151.000000 Penalty: 5823.792969
	Iteration 87Q: 3 clusters Score -1.655915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124804 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -16559147.000000 Penalty: 5823.792969
	Iteration 88Q: 3 clusters Score -1.655915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124815 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -16559170.000000 Penalty: 5823.792969
	Iteration 89Q: 3 clusters Score -1.655917e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124831 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -16559171.000000 Penalty: 5823.792969
	Iteration 90Q: 3 clusters Score -1.655917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124848 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -16559190.000000 Penalty: 5823.792969
	Iteration 91Q: 3 clusters Score -1.655919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124856 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -16559197.000000 Penalty: 5823.792969
	Iteration 92Q: 3 clusters Score -1.65592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124863 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -16559198.000000 Penalty: 5823.792969
	Iteration 93Q: 3 clusters Score -1.65592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124871 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -16559195.000000 Penalty: 5823.792969
	Iteration 94Q: 3 clusters Score -1.65592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124879 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -16559183.000000 Penalty: 5823.792969
	Iteration 95Q: 3 clusters Score -1.655918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124888 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -16559182.000000 Penalty: 5823.792969
	Iteration 96Q: 3 clusters Score -1.655918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124894 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -16559192.000000 Penalty: 5823.792969
	Iteration 97Q: 3 clusters Score -1.655919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124898 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -16559201.000000 Penalty: 5823.792969
	Iteration 98Q: 3 clusters Score -1.65592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124900 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -16559192.000000 Penalty: 5823.792969
	Iteration 99Q: 3 clusters Score -1.655919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124900 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -16559199.000000 Penalty: 5823.792969
	Iteration 100F: 3 clusters Score -1.65592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124902 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -16559204.000000 Penalty: 5823.792969
	Iteration 101Q: 3 clusters Score -1.65592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124902 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -16559204.000000 Penalty: 5823.792969
	Iteration 102F: 3 clusters Score -1.65592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -82529.109375 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -82529.11 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 338 members 
Entering Unmasked Estep 
Score: -80907.570312 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -80907.57 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81170.203125 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -81170.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -81383.468750 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -81383.47 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -81551.945312 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -81551.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -81696.546875 Penalty: 3238.591797
	Iteration 4Q: 3 clusters Score -81696.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81832.656250 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -81832.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81899.468750 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -81899.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81925.421875 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -81925.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -81941.382812 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -81941.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -81959.656250 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -81959.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -81984.156250 Penalty: 3238.591797
	Iteration 10Q: 3 clusters Score -81984.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -81998.312500 Penalty: 3238.591797
	Iteration 11Q: 3 clusters Score -81998.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -81999.445312 Penalty: 3238.591797
	Iteration 12Q: 3 clusters Score -81999.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -82000.976562 Penalty: 3238.591797
	Iteration 13Q: 3 clusters Score -82000.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -82002.140625 Penalty: 3238.591797
	Iteration 14Q: 3 clusters Score -82002.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -82002.140625 Penalty: 3238.591797
	Iteration 15F: 3 clusters Score -82002.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Entering Unmasked Estep 
Score: -4836704.500000 Penalty: 2605.989502
	Iteration 0F: 2 clusters Score -4836704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -4811870.000000 Penalty: 5211.979004
	Iteration 0F: 3 clusters Score -4811870 nChanged 16604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -4820982.500000 Penalty: 5211.979004
	Iteration 1F: 3 clusters Score -4820982 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -4821490.000000 Penalty: 5211.979004
	Iteration 2Q: 3 clusters Score -4821490 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -4821909.500000 Penalty: 5211.979004
	Iteration 3Q: 3 clusters Score -4821910 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -4822401.000000 Penalty: 5211.979004
	Iteration 4Q: 3 clusters Score -4822401 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -4823049.500000 Penalty: 5211.979004
	Iteration 5Q: 3 clusters Score -4823050 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -4823953.000000 Penalty: 5211.979004
	Iteration 6Q: 3 clusters Score -4823953 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -4825247.000000 Penalty: 5211.979004
	Iteration 7F: 3 clusters Score -4825247 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -4826894.500000 Penalty: 5211.979004
	Iteration 8F: 3 clusters Score -4826894 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -4828702.500000 Penalty: 5211.979004
	Iteration 9F: 3 clusters Score -4828702 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -4830435.000000 Penalty: 5211.979004
	Iteration 10F: 3 clusters Score -4830435 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -4831763.500000 Penalty: 5211.979004
	Iteration 11Q: 3 clusters Score -4831764 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -4832763.000000 Penalty: 5211.979004
	Iteration 12Q: 3 clusters Score -4832763 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4833459.000000 Penalty: 5211.979004
	Iteration 13Q: 3 clusters Score -4833459 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4833906.500000 Penalty: 5211.979004
	Iteration 14Q: 3 clusters Score -4833906 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4834168.500000 Penalty: 5211.979004
	Iteration 15Q: 3 clusters Score -4834168 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4834307.000000 Penalty: 5211.979004
	Iteration 16Q: 3 clusters Score -4834307 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4834404.000000 Penalty: 5211.979004
	Iteration 17Q: 3 clusters Score -4834404 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4834496.500000 Penalty: 5211.979004
	Iteration 18Q: 3 clusters Score -4834496 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4834569.000000 Penalty: 5211.979004
	Iteration 19Q: 3 clusters Score -4834569 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4834625.500000 Penalty: 5211.979004
	Iteration 20F: 3 clusters Score -4834626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4834655.000000 Penalty: 5211.979004
	Iteration 21Q: 3 clusters Score -4834655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4834673.000000 Penalty: 5211.979004
	Iteration 22Q: 3 clusters Score -4834673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4834686.000000 Penalty: 5211.979004
	Iteration 23Q: 3 clusters Score -4834686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4834696.000000 Penalty: 5211.979004
	Iteration 24Q: 3 clusters Score -4834696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4834715.500000 Penalty: 5211.979004
	Iteration 25Q: 3 clusters Score -4834716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4834740.000000 Penalty: 5211.979004
	Iteration 26Q: 3 clusters Score -4834740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4834745.000000 Penalty: 5211.979004
	Iteration 27Q: 3 clusters Score -4834745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4834753.000000 Penalty: 5211.979004
	Iteration 28Q: 3 clusters Score -4834753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4834756.000000 Penalty: 5211.979004
	Iteration 29Q: 3 clusters Score -4834756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4834754.500000 Penalty: 5211.979004
	Iteration 30Q: 3 clusters Score -4834754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4834756.000000 Penalty: 5211.979004
	Iteration 31Q: 3 clusters Score -4834756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4834754.500000 Penalty: 5211.979004
	Iteration 32Q: 3 clusters Score -4834754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4834755.000000 Penalty: 5211.979004
	Iteration 33Q: 3 clusters Score -4834755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4834753.500000 Penalty: 5211.979004
	Iteration 34Q: 3 clusters Score -4834754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4834753.500000 Penalty: 5211.979004
	Iteration 35F: 3 clusters Score -4834754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Entering Unmasked Estep 
Score: -1112589.250000 Penalty: 2261.183838
	Iteration 0F: 2 clusters Score -1112589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1105621.125000 Penalty: 4522.367676
	Iteration 0F: 3 clusters Score -1105621 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1107753.000000 Penalty: 4522.367676
	Iteration 1F: 3 clusters Score -1107753 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1108251.500000 Penalty: 4522.367676
	Iteration 2F: 3 clusters Score -1108252 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1108814.750000 Penalty: 4522.367676
	Iteration 3F: 3 clusters Score -1108815 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1109272.125000 Penalty: 4522.367676
	Iteration 4F: 3 clusters Score -1109272 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1109595.875000 Penalty: 4522.367676
	Iteration 5F: 3 clusters Score -1109596 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1109840.250000 Penalty: 4522.367676
	Iteration 6Q: 3 clusters Score -1109840 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1110018.500000 Penalty: 4522.367676
	Iteration 7Q: 3 clusters Score -1110018 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1110135.750000 Penalty: 4522.367676
	Iteration 8Q: 3 clusters Score -1110136 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1110235.250000 Penalty: 4522.367676
	Iteration 9Q: 3 clusters Score -1110235 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1110308.625000 Penalty: 4522.367676
	Iteration 10Q: 3 clusters Score -1110309 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1110358.375000 Penalty: 4522.367676
	Iteration 11Q: 3 clusters Score -1110358 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1110394.625000 Penalty: 4522.367676
	Iteration 12Q: 3 clusters Score -1110395 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1110417.750000 Penalty: 4522.367676
	Iteration 13Q: 3 clusters Score -1110418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1110436.375000 Penalty: 4522.367676
	Iteration 14Q: 3 clusters Score -1110436 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1110453.375000 Penalty: 4522.367676
	Iteration 15Q: 3 clusters Score -1110453 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1110462.500000 Penalty: 4522.367676
	Iteration 16Q: 3 clusters Score -1110462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1110473.750000 Penalty: 4522.367676
	Iteration 17Q: 3 clusters Score -1110474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1110480.750000 Penalty: 4522.367676
	Iteration 18Q: 3 clusters Score -1110481 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1110490.625000 Penalty: 4522.367676
	Iteration 19Q: 3 clusters Score -1110491 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1110498.250000 Penalty: 4522.367676
	Iteration 20F: 3 clusters Score -1110498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1110510.625000 Penalty: 4522.367676
	Iteration 21Q: 3 clusters Score -1110511 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1110520.000000 Penalty: 4522.367676
	Iteration 22Q: 3 clusters Score -1110520 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1110535.375000 Penalty: 4522.367676
	Iteration 23Q: 3 clusters Score -1110535 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1110544.500000 Penalty: 4522.367676
	Iteration 24Q: 3 clusters Score -1110544 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1110563.875000 Penalty: 4522.367676
	Iteration 25Q: 3 clusters Score -1110564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1110580.250000 Penalty: 4522.367676
	Iteration 26Q: 3 clusters Score -1110580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1110596.625000 Penalty: 4522.367676
	Iteration 27Q: 3 clusters Score -1110597 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1110615.625000 Penalty: 4522.367676
	Iteration 28Q: 3 clusters Score -1110616 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1110635.625000 Penalty: 4522.367676
	Iteration 29Q: 3 clusters Score -1110636 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1110658.250000 Penalty: 4522.367676
	Iteration 30Q: 3 clusters Score -1110658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1110678.250000 Penalty: 4522.367676
	Iteration 31Q: 3 clusters Score -1110678 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1110698.500000 Penalty: 4522.367676
	Iteration 32Q: 3 clusters Score -1110698 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1110716.750000 Penalty: 4522.367676
	Iteration 33Q: 3 clusters Score -1110717 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1110734.875000 Penalty: 4522.367676
	Iteration 34Q: 3 clusters Score -1110735 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1110755.375000 Penalty: 4522.367676
	Iteration 35Q: 3 clusters Score -1110755 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1110771.750000 Penalty: 4522.367676
	Iteration 36Q: 3 clusters Score -1110772 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1110793.250000 Penalty: 4522.367676
	Iteration 37Q: 3 clusters Score -1110793 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1110808.875000 Penalty: 4522.367676
	Iteration 38Q: 3 clusters Score -1110809 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1110821.500000 Penalty: 4522.367676
	Iteration 39Q: 3 clusters Score -1110822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1110828.375000 Penalty: 4522.367676
	Iteration 40F: 3 clusters Score -1110828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1110840.750000 Penalty: 4522.367676
	Iteration 41Q: 3 clusters Score -1110841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1110847.875000 Penalty: 4522.367676
	Iteration 42Q: 3 clusters Score -1110848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1110859.875000 Penalty: 4522.367676
	Iteration 43Q: 3 clusters Score -1110860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1110869.875000 Penalty: 4522.367676
	Iteration 44Q: 3 clusters Score -1110870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1110877.875000 Penalty: 4522.367676
	Iteration 45Q: 3 clusters Score -1110878 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1110888.000000 Penalty: 4522.367676
	Iteration 46Q: 3 clusters Score -1110888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1110897.750000 Penalty: 4522.367676
	Iteration 47Q: 3 clusters Score -1110898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1110903.500000 Penalty: 4522.367676
	Iteration 48Q: 3 clusters Score -1110904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1110906.875000 Penalty: 4522.367676
	Iteration 49Q: 3 clusters Score -1110907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1110914.750000 Penalty: 4522.367676
	Iteration 50Q: 3 clusters Score -1110915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1110919.750000 Penalty: 4522.367676
	Iteration 51Q: 3 clusters Score -1110920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1110929.750000 Penalty: 4522.367676
	Iteration 52Q: 3 clusters Score -1110930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1110932.625000 Penalty: 4522.367676
	Iteration 53Q: 3 clusters Score -1110933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1110939.625000 Penalty: 4522.367676
	Iteration 54Q: 3 clusters Score -1110940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1110942.375000 Penalty: 4522.367676
	Iteration 55Q: 3 clusters Score -1110942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1110946.125000 Penalty: 4522.367676
	Iteration 56Q: 3 clusters Score -1110946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1110952.625000 Penalty: 4522.367676
	Iteration 57Q: 3 clusters Score -1110953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1110954.750000 Penalty: 4522.367676
	Iteration 58Q: 3 clusters Score -1110955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1110964.625000 Penalty: 4522.367676
	Iteration 59Q: 3 clusters Score -1110965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1110968.750000 Penalty: 4522.367676
	Iteration 60F: 3 clusters Score -1110969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1110970.875000 Penalty: 4522.367676
	Iteration 61Q: 3 clusters Score -1110971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1110974.625000 Penalty: 4522.367676
	Iteration 62Q: 3 clusters Score -1110975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1110980.750000 Penalty: 4522.367676
	Iteration 63Q: 3 clusters Score -1110981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1110987.125000 Penalty: 4522.367676
	Iteration 64Q: 3 clusters Score -1110987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1110994.375000 Penalty: 4522.367676
	Iteration 65Q: 3 clusters Score -1110994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1110999.125000 Penalty: 4522.367676
	Iteration 66Q: 3 clusters Score -1110999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1111002.875000 Penalty: 4522.367676
	Iteration 67Q: 3 clusters Score -1111003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1111011.000000 Penalty: 4522.367676
	Iteration 68Q: 3 clusters Score -1111011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1111017.000000 Penalty: 4522.367676
	Iteration 69Q: 3 clusters Score -1111017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1111018.750000 Penalty: 4522.367676
	Iteration 70Q: 3 clusters Score -1111019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1111022.375000 Penalty: 4522.367676
	Iteration 71Q: 3 clusters Score -1111022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1111028.375000 Penalty: 4522.367676
	Iteration 72Q: 3 clusters Score -1111028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1111029.125000 Penalty: 4522.367676
	Iteration 73Q: 3 clusters Score -1111029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1111034.500000 Penalty: 4522.367676
	Iteration 74Q: 3 clusters Score -1111034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1111037.625000 Penalty: 4522.367676
	Iteration 75Q: 3 clusters Score -1111038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1111042.500000 Penalty: 4522.367676
	Iteration 76Q: 3 clusters Score -1111042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1111042.875000 Penalty: 4522.367676
	Iteration 77Q: 3 clusters Score -1111043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1111049.625000 Penalty: 4522.367676
	Iteration 78Q: 3 clusters Score -1111050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1111055.875000 Penalty: 4522.367676
	Iteration 79Q: 3 clusters Score -1111056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1111059.500000 Penalty: 4522.367676
	Iteration 80F: 3 clusters Score -1111060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1111066.000000 Penalty: 4522.367676
	Iteration 81Q: 3 clusters Score -1111066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1111076.875000 Penalty: 4522.367676
	Iteration 82Q: 3 clusters Score -1111077 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1111087.750000 Penalty: 4522.367676
	Iteration 83Q: 3 clusters Score -1111088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1111100.750000 Penalty: 4522.367676
	Iteration 84Q: 3 clusters Score -1111101 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1111110.125000 Penalty: 4522.367676
	Iteration 85Q: 3 clusters Score -1111110 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1111128.250000 Penalty: 4522.367676
	Iteration 86Q: 3 clusters Score -1111128 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1111157.875000 Penalty: 4522.367676
	Iteration 87Q: 3 clusters Score -1111158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1111194.500000 Penalty: 4522.367676
	Iteration 88Q: 3 clusters Score -1111194 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1111225.750000 Penalty: 4522.367676
	Iteration 89Q: 3 clusters Score -1111226 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1111252.500000 Penalty: 4522.367676
	Iteration 90Q: 3 clusters Score -1111252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1111275.125000 Penalty: 4522.367676
	Iteration 91Q: 3 clusters Score -1111275 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1111293.500000 Penalty: 4522.367676
	Iteration 92Q: 3 clusters Score -1111294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1111314.000000 Penalty: 4522.367676
	Iteration 93Q: 3 clusters Score -1111314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1111330.375000 Penalty: 4522.367676
	Iteration 94Q: 3 clusters Score -1111330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1111348.500000 Penalty: 4522.367676
	Iteration 95Q: 3 clusters Score -1111348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1111367.625000 Penalty: 4522.367676
	Iteration 96Q: 3 clusters Score -1111368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1111388.000000 Penalty: 4522.367676
	Iteration 97Q: 3 clusters Score -1111388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1111406.750000 Penalty: 4522.367676
	Iteration 98Q: 3 clusters Score -1111407 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1111426.000000 Penalty: 4522.367676
	Iteration 99Q: 3 clusters Score -1111426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1111446.250000 Penalty: 4522.367676
	Iteration 100F: 3 clusters Score -1111446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1111457.875000 Penalty: 4522.367676
	Iteration 101Q: 3 clusters Score -1111458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1111472.000000 Penalty: 4522.367676
	Iteration 102Q: 3 clusters Score -1111472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1111479.125000 Penalty: 4522.367676
	Iteration 103Q: 3 clusters Score -1111479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1111493.125000 Penalty: 4522.367676
	Iteration 104Q: 3 clusters Score -1111493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1111502.500000 Penalty: 4522.367676
	Iteration 105Q: 3 clusters Score -1111502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1111512.500000 Penalty: 4522.367676
	Iteration 106Q: 3 clusters Score -1111512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1111526.375000 Penalty: 4522.367676
	Iteration 107Q: 3 clusters Score -1111526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1111538.250000 Penalty: 4522.367676
	Iteration 108Q: 3 clusters Score -1111538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1111553.750000 Penalty: 4522.367676
	Iteration 109Q: 3 clusters Score -1111554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1111569.625000 Penalty: 4522.367676
	Iteration 110Q: 3 clusters Score -1111570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1111579.625000 Penalty: 4522.367676
	Iteration 111Q: 3 clusters Score -1111580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1111589.000000 Penalty: 4522.367676
	Iteration 112Q: 3 clusters Score -1111589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1111593.250000 Penalty: 4522.367676
	Iteration 113Q: 3 clusters Score -1111593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1111600.375000 Penalty: 4522.367676
	Iteration 114Q: 3 clusters Score -1111600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1111601.125000 Penalty: 4522.367676
	Iteration 115Q: 3 clusters Score -1111601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1111606.125000 Penalty: 4522.367676
	Iteration 116Q: 3 clusters Score -1111606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1111606.500000 Penalty: 4522.367676
	Iteration 117Q: 3 clusters Score -1111606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1111611.125000 Penalty: 4522.367676
	Iteration 118Q: 3 clusters Score -1111611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1111612.375000 Penalty: 4522.367676
	Iteration 119Q: 3 clusters Score -1111612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1111613.875000 Penalty: 4522.367676
	Iteration 120F: 3 clusters Score -1111614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1111615.125000 Penalty: 4522.367676
	Iteration 121Q: 3 clusters Score -1111615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1111615.875000 Penalty: 4522.367676
	Iteration 122Q: 3 clusters Score -1111616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1111616.375000 Penalty: 4522.367676
	Iteration 123Q: 3 clusters Score -1111616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1111615.625000 Penalty: 4522.367676
	Iteration 124Q: 3 clusters Score -1111616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1111617.125000 Penalty: 4522.367676
	Iteration 125Q: 3 clusters Score -1111617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1111618.250000 Penalty: 4522.367676
	Iteration 126Q: 3 clusters Score -1111618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1111620.250000 Penalty: 4522.367676
	Iteration 127Q: 3 clusters Score -1111620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1111623.250000 Penalty: 4522.367676
	Iteration 128Q: 3 clusters Score -1111623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1111623.250000 Penalty: 4522.367676
	Iteration 129Q: 3 clusters Score -1111623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1111624.000000 Penalty: 4522.367676
	Iteration 130Q: 3 clusters Score -1111624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1111624.500000 Penalty: 4522.367676
	Iteration 131Q: 3 clusters Score -1111624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1111624.250000 Penalty: 4522.367676
	Iteration 132Q: 3 clusters Score -1111624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1111624.250000 Penalty: 4522.367676
	Iteration 133Q: 3 clusters Score -1111624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1111624.250000 Penalty: 4522.367676
	Iteration 134F: 3 clusters Score -1111624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Entering Unmasked Estep 
Score: -2075489.750000 Penalty: 2399.964600
	Iteration 0F: 2 clusters Score -2075490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2064088.750000 Penalty: 4799.929199
	Iteration 0F: 3 clusters Score -2064089 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2067606.500000 Penalty: 4799.929199
	Iteration 1F: 3 clusters Score -2067606 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2067924.125000 Penalty: 4799.929199
	Iteration 2F: 3 clusters Score -2067924 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2068138.125000 Penalty: 4799.929199
	Iteration 3Q: 3 clusters Score -2068138 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2068329.250000 Penalty: 4799.929199
	Iteration 4Q: 3 clusters Score -2068329 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2068501.375000 Penalty: 4799.929199
	Iteration 5Q: 3 clusters Score -2068501 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2068704.500000 Penalty: 4799.929199
	Iteration 6Q: 3 clusters Score -2068704 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2068910.625000 Penalty: 4799.929199
	Iteration 7Q: 3 clusters Score -2068911 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2069153.625000 Penalty: 4799.929199
	Iteration 8Q: 3 clusters Score -2069154 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2069421.875000 Penalty: 4799.929199
	Iteration 9Q: 3 clusters Score -2069422 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2069781.500000 Penalty: 4799.929199
	Iteration 10Q: 3 clusters Score -2069782 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2070237.000000 Penalty: 4799.929199
	Iteration 11Q: 3 clusters Score -2070237 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2070802.250000 Penalty: 4799.929199
	Iteration 12F: 3 clusters Score -2070802 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2071434.625000 Penalty: 4799.929199
	Iteration 13F: 3 clusters Score -2071435 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2072072.375000 Penalty: 4799.929199
	Iteration 14Q: 3 clusters Score -2072072 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2072609.625000 Penalty: 4799.929199
	Iteration 15Q: 3 clusters Score -2072610 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2073016.500000 Penalty: 4799.929199
	Iteration 16Q: 3 clusters Score -2073016 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2073291.250000 Penalty: 4799.929199
	Iteration 17Q: 3 clusters Score -2073291 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2073472.000000 Penalty: 4799.929199
	Iteration 18Q: 3 clusters Score -2073472 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2073560.625000 Penalty: 4799.929199
	Iteration 19Q: 3 clusters Score -2073561 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2073600.500000 Penalty: 4799.929199
	Iteration 20F: 3 clusters Score -2073600 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2073613.000000 Penalty: 4799.929199
	Iteration 21Q: 3 clusters Score -2073613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2073628.875000 Penalty: 4799.929199
	Iteration 22Q: 3 clusters Score -2073629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2073642.875000 Penalty: 4799.929199
	Iteration 23Q: 3 clusters Score -2073643 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2073656.500000 Penalty: 4799.929199
	Iteration 24Q: 3 clusters Score -2073656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2073658.000000 Penalty: 4799.929199
	Iteration 25Q: 3 clusters Score -2073658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2073658.375000 Penalty: 4799.929199
	Iteration 26Q: 3 clusters Score -2073658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2073657.625000 Penalty: 4799.929199
	Iteration 27Q: 3 clusters Score -2073658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2073657.875000 Penalty: 4799.929199
	Iteration 28Q: 3 clusters Score -2073658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2073662.125000 Penalty: 4799.929199
	Iteration 29Q: 3 clusters Score -2073662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2073662.250000 Penalty: 4799.929199
	Iteration 30Q: 3 clusters Score -2073662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2073665.375000 Penalty: 4799.929199
	Iteration 31Q: 3 clusters Score -2073665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2073666.375000 Penalty: 4799.929199
	Iteration 32Q: 3 clusters Score -2073666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2073666.000000 Penalty: 4799.929199
	Iteration 33Q: 3 clusters Score -2073666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2073665.500000 Penalty: 4799.929199
	Iteration 34Q: 3 clusters Score -2073666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2073664.375000 Penalty: 4799.929199
	Iteration 35Q: 3 clusters Score -2073664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2073665.625000 Penalty: 4799.929199
	Iteration 36Q: 3 clusters Score -2073666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2073665.625000 Penalty: 4799.929199
	Iteration 37F: 3 clusters Score -2073666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Entering Unmasked Estep 
Score: -1149443.875000 Penalty: 2249.342285
	Iteration 0F: 2 clusters Score -1149444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1142620.875000 Penalty: 4498.684570
	Iteration 0F: 3 clusters Score -1142621 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1144483.750000 Penalty: 4498.684570
	Iteration 1F: 3 clusters Score -1144484 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1144780.875000 Penalty: 4498.684570
	Iteration 2F: 3 clusters Score -1144781 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1145008.250000 Penalty: 4498.684570
	Iteration 3F: 3 clusters Score -1145008 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1145182.375000 Penalty: 4498.684570
	Iteration 4Q: 3 clusters Score -1145182 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1145345.500000 Penalty: 4498.684570
	Iteration 5Q: 3 clusters Score -1145346 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1145492.625000 Penalty: 4498.684570
	Iteration 6Q: 3 clusters Score -1145493 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1145651.125000 Penalty: 4498.684570
	Iteration 7Q: 3 clusters Score -1145651 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1145824.875000 Penalty: 4498.684570
	Iteration 8Q: 3 clusters Score -1145825 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1146013.875000 Penalty: 4498.684570
	Iteration 9Q: 3 clusters Score -1146014 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1146211.750000 Penalty: 4498.684570
	Iteration 10Q: 3 clusters Score -1146212 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1146399.875000 Penalty: 4498.684570
	Iteration 11Q: 3 clusters Score -1146400 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1146576.375000 Penalty: 4498.684570
	Iteration 12Q: 3 clusters Score -1146576 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1146738.625000 Penalty: 4498.684570
	Iteration 13Q: 3 clusters Score -1146739 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1146877.500000 Penalty: 4498.684570
	Iteration 14Q: 3 clusters Score -1146878 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1147001.500000 Penalty: 4498.684570
	Iteration 15Q: 3 clusters Score -1147002 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1147089.250000 Penalty: 4498.684570
	Iteration 16Q: 3 clusters Score -1147089 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1147167.750000 Penalty: 4498.684570
	Iteration 17Q: 3 clusters Score -1147168 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1147192.000000 Penalty: 4498.684570
	Iteration 18Q: 3 clusters Score -1147192 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1147209.625000 Penalty: 4498.684570
	Iteration 19Q: 3 clusters Score -1147210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1147221.375000 Penalty: 4498.684570
	Iteration 20F: 3 clusters Score -1147221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1147231.875000 Penalty: 4498.684570
	Iteration 21Q: 3 clusters Score -1147232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1147243.875000 Penalty: 4498.684570
	Iteration 22Q: 3 clusters Score -1147244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1147250.500000 Penalty: 4498.684570
	Iteration 23Q: 3 clusters Score -1147250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1147259.000000 Penalty: 4498.684570
	Iteration 24Q: 3 clusters Score -1147259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1147266.375000 Penalty: 4498.684570
	Iteration 25Q: 3 clusters Score -1147266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1147277.750000 Penalty: 4498.684570
	Iteration 26Q: 3 clusters Score -1147278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1147284.375000 Penalty: 4498.684570
	Iteration 27Q: 3 clusters Score -1147284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1147285.625000 Penalty: 4498.684570
	Iteration 28Q: 3 clusters Score -1147286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1147292.625000 Penalty: 4498.684570
	Iteration 29Q: 3 clusters Score -1147293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1147293.875000 Penalty: 4498.684570
	Iteration 30Q: 3 clusters Score -1147294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1147296.625000 Penalty: 4498.684570
	Iteration 31Q: 3 clusters Score -1147297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1147299.875000 Penalty: 4498.684570
	Iteration 32Q: 3 clusters Score -1147300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1147298.000000 Penalty: 4498.684570
	Iteration 33Q: 3 clusters Score -1147298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1147300.750000 Penalty: 4498.684570
	Iteration 34Q: 3 clusters Score -1147301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1147301.125000 Penalty: 4498.684570
	Iteration 35Q: 3 clusters Score -1147301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1147304.250000 Penalty: 4498.684570
	Iteration 36Q: 3 clusters Score -1147304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1147305.625000 Penalty: 4498.684570
	Iteration 37Q: 3 clusters Score -1147306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1147304.750000 Penalty: 4498.684570
	Iteration 38Q: 3 clusters Score -1147305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1147303.625000 Penalty: 4498.684570
	Iteration 39Q: 3 clusters Score -1147304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1147304.875000 Penalty: 4498.684570
	Iteration 40F: 3 clusters Score -1147305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Entering Unmasked Estep 
Score: -286514.500000 Penalty: 1913.682251
	Iteration 0F: 2 clusters Score -286514.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -283755.437500 Penalty: 3827.364502
	Iteration 0F: 3 clusters Score -283755.4 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -284309.468750 Penalty: 3827.364502
	Iteration 1F: 3 clusters Score -284309.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -284466.656250 Penalty: 3827.364502
	Iteration 2F: 3 clusters Score -284466.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -284586.468750 Penalty: 3827.364502
	Iteration 3Q: 3 clusters Score -284586.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -284668.312500 Penalty: 3827.364502
	Iteration 4Q: 3 clusters Score -284668.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -284735.843750 Penalty: 3827.364502
	Iteration 5Q: 3 clusters Score -284735.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -284789.375000 Penalty: 3827.364502
	Iteration 6Q: 3 clusters Score -284789.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -284832.093750 Penalty: 3827.364502
	Iteration 7Q: 3 clusters Score -284832.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -284870.562500 Penalty: 3827.364502
	Iteration 8Q: 3 clusters Score -284870.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -284892.125000 Penalty: 3827.364502
	Iteration 9Q: 3 clusters Score -284892.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -284906.062500 Penalty: 3827.364502
	Iteration 10Q: 3 clusters Score -284906.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -284916.031250 Penalty: 3827.364502
	Iteration 11Q: 3 clusters Score -284916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -284918.687500 Penalty: 3827.364502
	Iteration 12Q: 3 clusters Score -284918.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -284921.250000 Penalty: 3827.364502
	Iteration 13Q: 3 clusters Score -284921.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -284922.906250 Penalty: 3827.364502
	Iteration 14Q: 3 clusters Score -284922.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -284924.062500 Penalty: 3827.364502
	Iteration 15Q: 3 clusters Score -284924.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -284927.656250 Penalty: 3827.364502
	Iteration 16Q: 3 clusters Score -284927.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -284929.656250 Penalty: 3827.364502
	Iteration 17Q: 3 clusters Score -284929.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -284932.281250 Penalty: 3827.364502
	Iteration 18Q: 3 clusters Score -284932.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -284934.468750 Penalty: 3827.364502
	Iteration 19Q: 3 clusters Score -284934.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -284936.625000 Penalty: 3827.364502
	Iteration 20F: 3 clusters Score -284936.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -284939.000000 Penalty: 3827.364502
	Iteration 21Q: 3 clusters Score -284939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -284942.656250 Penalty: 3827.364502
	Iteration 22Q: 3 clusters Score -284942.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -284942.593750 Penalty: 3827.364502
	Iteration 23Q: 3 clusters Score -284942.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -284943.437500 Penalty: 3827.364502
	Iteration 24Q: 3 clusters Score -284943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -284943.437500 Penalty: 3827.364502
	Iteration 25F: 3 clusters Score -284943.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Entering Unmasked Estep 
Score: -4304761.500000 Penalty: 2577.643066
	Iteration 0F: 2 clusters Score -4304762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -4282564.000000 Penalty: 5155.286133
	Iteration 0F: 3 clusters Score -4282564 nChanged 14808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -4290631.000000 Penalty: 5155.286133
	Iteration 1F: 3 clusters Score -4290631 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -4291114.500000 Penalty: 5155.286133
	Iteration 2Q: 3 clusters Score -4291114 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -4291561.500000 Penalty: 5155.286133
	Iteration 3Q: 3 clusters Score -4291562 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4292016.000000 Penalty: 5155.286133
	Iteration 4Q: 3 clusters Score -4292016 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -4292585.000000 Penalty: 5155.286133
	Iteration 5Q: 3 clusters Score -4292585 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -4293247.500000 Penalty: 5155.286133
	Iteration 6Q: 3 clusters Score -4293248 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -4294082.500000 Penalty: 5155.286133
	Iteration 7Q: 3 clusters Score -4294082 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -4295187.500000 Penalty: 5155.286133
	Iteration 8F: 3 clusters Score -4295188 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -4296564.500000 Penalty: 5155.286133
	Iteration 9F: 3 clusters Score -4296564 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -4298065.500000 Penalty: 5155.286133
	Iteration 10F: 3 clusters Score -4298066 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -4299504.500000 Penalty: 5155.286133
	Iteration 11F: 3 clusters Score -4299504 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -4300691.000000 Penalty: 5155.286133
	Iteration 12Q: 3 clusters Score -4300691 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -4301505.000000 Penalty: 5155.286133
	Iteration 13Q: 3 clusters Score -4301505 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4301963.500000 Penalty: 5155.286133
	Iteration 14Q: 3 clusters Score -4301964 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -4302193.500000 Penalty: 5155.286133
	Iteration 15Q: 3 clusters Score -4302194 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -4302326.500000 Penalty: 5155.286133
	Iteration 16Q: 3 clusters Score -4302326 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -4302406.500000 Penalty: 5155.286133
	Iteration 17Q: 3 clusters Score -4302406 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -4302454.000000 Penalty: 5155.286133
	Iteration 18Q: 3 clusters Score -4302454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -4302488.500000 Penalty: 5155.286133
	Iteration 19Q: 3 clusters Score -4302488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -4302513.500000 Penalty: 5155.286133
	Iteration 20F: 3 clusters Score -4302514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -4302531.500000 Penalty: 5155.286133
	Iteration 21Q: 3 clusters Score -4302532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -4302542.500000 Penalty: 5155.286133
	Iteration 22Q: 3 clusters Score -4302542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -4302550.000000 Penalty: 5155.286133
	Iteration 23Q: 3 clusters Score -4302550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -4302554.000000 Penalty: 5155.286133
	Iteration 24Q: 3 clusters Score -4302554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -4302559.000000 Penalty: 5155.286133
	Iteration 25Q: 3 clusters Score -4302559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -4302572.000000 Penalty: 5155.286133
	Iteration 26Q: 3 clusters Score -4302572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -4302574.000000 Penalty: 5155.286133
	Iteration 27Q: 3 clusters Score -4302574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -4302574.500000 Penalty: 5155.286133
	Iteration 28Q: 3 clusters Score -4302574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -4302578.000000 Penalty: 5155.286133
	Iteration 29Q: 3 clusters Score -4302578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -4302580.000000 Penalty: 5155.286133
	Iteration 30Q: 3 clusters Score -4302580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -4302580.000000 Penalty: 5155.286133
	Iteration 31F: 3 clusters Score -4302580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Entering Unmasked Estep 
Score: -326626.093750 Penalty: 1954.533203
	Iteration 0F: 2 clusters Score -326626.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -323633.781250 Penalty: 3909.066406
	Iteration 0F: 3 clusters Score -323633.8 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -324195.125000 Penalty: 3909.066406
	Iteration 1F: 3 clusters Score -324195.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -324349.125000 Penalty: 3909.066406
	Iteration 2F: 3 clusters Score -324349.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -324450.250000 Penalty: 3909.066406
	Iteration 3Q: 3 clusters Score -324450.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -324550.562500 Penalty: 3909.066406
	Iteration 4Q: 3 clusters Score -324550.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -324657.562500 Penalty: 3909.066406
	Iteration 5Q: 3 clusters Score -324657.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -324785.718750 Penalty: 3909.066406
	Iteration 6Q: 3 clusters Score -324785.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -324917.718750 Penalty: 3909.066406
	Iteration 7Q: 3 clusters Score -324917.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -325051.687500 Penalty: 3909.066406
	Iteration 8Q: 3 clusters Score -325051.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -325208.687500 Penalty: 3909.066406
	Iteration 9Q: 3 clusters Score -325208.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -325392.656250 Penalty: 3909.066406
	Iteration 10Q: 3 clusters Score -325392.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -325583.968750 Penalty: 3909.066406
	Iteration 11Q: 3 clusters Score -325584 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -325723.968750 Penalty: 3909.066406
	Iteration 12Q: 3 clusters Score -325724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -325798.312500 Penalty: 3909.066406
	Iteration 13Q: 3 clusters Score -325798.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -325848.875000 Penalty: 3909.066406
	Iteration 14Q: 3 clusters Score -325848.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -325885.187500 Penalty: 3909.066406
	Iteration 15Q: 3 clusters Score -325885.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -325908.156250 Penalty: 3909.066406
	Iteration 16Q: 3 clusters Score -325908.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -325925.687500 Penalty: 3909.066406
	Iteration 17Q: 3 clusters Score -325925.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -325933.062500 Penalty: 3909.066406
	Iteration 18Q: 3 clusters Score -325933.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -325938.312500 Penalty: 3909.066406
	Iteration 19Q: 3 clusters Score -325938.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -325942.687500 Penalty: 3909.066406
	Iteration 20F: 3 clusters Score -325942.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -325949.187500 Penalty: 3909.066406
	Iteration 21Q: 3 clusters Score -325949.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -325951.906250 Penalty: 3909.066406
	Iteration 22Q: 3 clusters Score -325951.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -325951.906250 Penalty: 3909.066406
	Iteration 23F: 3 clusters Score -325951.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Entering Unmasked Estep 
Score: -2403859.000000 Penalty: 2437.800537
	Iteration 0F: 2 clusters Score -2403859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2390636.250000 Penalty: 4875.601074
	Iteration 0F: 3 clusters Score -2390636 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2394989.000000 Penalty: 4875.601074
	Iteration 1F: 3 clusters Score -2394989 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2395556.750000 Penalty: 4875.601074
	Iteration 2F: 3 clusters Score -2395557 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2396286.750000 Penalty: 4875.601074
	Iteration 3F: 3 clusters Score -2396287 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2397225.250000 Penalty: 4875.601074
	Iteration 4F: 3 clusters Score -2397225 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2398371.250000 Penalty: 4875.601074
	Iteration 5F: 3 clusters Score -2398371 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2399526.750000 Penalty: 4875.601074
	Iteration 6F: 3 clusters Score -2399527 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2400540.750000 Penalty: 4875.601074
	Iteration 7F: 3 clusters Score -2400541 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2401229.250000 Penalty: 4875.601074
	Iteration 8F: 3 clusters Score -2401229 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2401710.250000 Penalty: 4875.601074
	Iteration 9Q: 3 clusters Score -2401710 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2402076.000000 Penalty: 4875.601074
	Iteration 10Q: 3 clusters Score -2402076 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2402418.000000 Penalty: 4875.601074
	Iteration 11Q: 3 clusters Score -2402418 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2402697.250000 Penalty: 4875.601074
	Iteration 12Q: 3 clusters Score -2402697 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2402925.750000 Penalty: 4875.601074
	Iteration 13Q: 3 clusters Score -2402926 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2403045.500000 Penalty: 4875.601074
	Iteration 14Q: 3 clusters Score -2403046 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2403102.750000 Penalty: 4875.601074
	Iteration 15Q: 3 clusters Score -2403103 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2403134.750000 Penalty: 4875.601074
	Iteration 16Q: 3 clusters Score -2403135 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2403161.750000 Penalty: 4875.601074
	Iteration 17Q: 3 clusters Score -2403162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2403182.500000 Penalty: 4875.601074
	Iteration 18Q: 3 clusters Score -2403182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2403198.250000 Penalty: 4875.601074
	Iteration 19Q: 3 clusters Score -2403198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2403200.500000 Penalty: 4875.601074
	Iteration 20F: 3 clusters Score -2403200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2403217.250000 Penalty: 4875.601074
	Iteration 21Q: 3 clusters Score -2403217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2403227.750000 Penalty: 4875.601074
	Iteration 22Q: 3 clusters Score -2403228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2403239.750000 Penalty: 4875.601074
	Iteration 23Q: 3 clusters Score -2403240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2403238.500000 Penalty: 4875.601074
	Iteration 24Q: 3 clusters Score -2403238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2403245.000000 Penalty: 4875.601074
	Iteration 25Q: 3 clusters Score -2403245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2403252.500000 Penalty: 4875.601074
	Iteration 26Q: 3 clusters Score -2403252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2403250.750000 Penalty: 4875.601074
	Iteration 27Q: 3 clusters Score -2403251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2403253.500000 Penalty: 4875.601074
	Iteration 28Q: 3 clusters Score -2403254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2403253.000000 Penalty: 4875.601074
	Iteration 29Q: 3 clusters Score -2403253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2403252.750000 Penalty: 4875.601074
	Iteration 30Q: 3 clusters Score -2403253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2403253.250000 Penalty: 4875.601074
	Iteration 31Q: 3 clusters Score -2403253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2403257.250000 Penalty: 4875.601074
	Iteration 32Q: 3 clusters Score -2403257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2403259.000000 Penalty: 4875.601074
	Iteration 33Q: 3 clusters Score -2403259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2403255.500000 Penalty: 4875.601074
	Iteration 34Q: 3 clusters Score -2403256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2403255.500000 Penalty: 4875.601074
	Iteration 35F: 3 clusters Score -2403256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Entering Unmasked Estep 
Score: -661253.687500 Penalty: 2131.396240
	Iteration 0F: 2 clusters Score -661253.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -656417.875000 Penalty: 4262.792480
	Iteration 0F: 3 clusters Score -656417.9 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -657685.250000 Penalty: 4262.792480
	Iteration 1F: 3 clusters Score -657685.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -658053.062500 Penalty: 4262.792480
	Iteration 2F: 3 clusters Score -658053.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -658340.562500 Penalty: 4262.792480
	Iteration 3F: 3 clusters Score -658340.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -658575.187500 Penalty: 4262.792480
	Iteration 4F: 3 clusters Score -658575.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -658799.750000 Penalty: 4262.792480
	Iteration 5F: 3 clusters Score -658799.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -659000.875000 Penalty: 4262.792480
	Iteration 6Q: 3 clusters Score -659000.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -659160.250000 Penalty: 4262.792480
	Iteration 7Q: 3 clusters Score -659160.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -659288.500000 Penalty: 4262.792480
	Iteration 8Q: 3 clusters Score -659288.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -659406.250000 Penalty: 4262.792480
	Iteration 9Q: 3 clusters Score -659406.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -659494.000000 Penalty: 4262.792480
	Iteration 10Q: 3 clusters Score -659494 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -659577.500000 Penalty: 4262.792480
	Iteration 11Q: 3 clusters Score -659577.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -659669.875000 Penalty: 4262.792480
	Iteration 12Q: 3 clusters Score -659669.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -659774.062500 Penalty: 4262.792480
	Iteration 13Q: 3 clusters Score -659774.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -659869.687500 Penalty: 4262.792480
	Iteration 14Q: 3 clusters Score -659869.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -659942.875000 Penalty: 4262.792480
	Iteration 15Q: 3 clusters Score -659942.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -659996.187500 Penalty: 4262.792480
	Iteration 16Q: 3 clusters Score -659996.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -660031.250000 Penalty: 4262.792480
	Iteration 17Q: 3 clusters Score -660031.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -660054.312500 Penalty: 4262.792480
	Iteration 18Q: 3 clusters Score -660054.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -660070.437500 Penalty: 4262.792480
	Iteration 19Q: 3 clusters Score -660070.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -660081.750000 Penalty: 4262.792480
	Iteration 20F: 3 clusters Score -660081.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -660091.375000 Penalty: 4262.792480
	Iteration 21Q: 3 clusters Score -660091.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -660102.375000 Penalty: 4262.792480
	Iteration 22Q: 3 clusters Score -660102.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -660108.000000 Penalty: 4262.792480
	Iteration 23Q: 3 clusters Score -660108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -660112.500000 Penalty: 4262.792480
	Iteration 24Q: 3 clusters Score -660112.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -660114.375000 Penalty: 4262.792480
	Iteration 25Q: 3 clusters Score -660114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -660115.562500 Penalty: 4262.792480
	Iteration 26Q: 3 clusters Score -660115.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -660115.000000 Penalty: 4262.792480
	Iteration 27Q: 3 clusters Score -660115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -660118.750000 Penalty: 4262.792480
	Iteration 28Q: 3 clusters Score -660118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -660119.687500 Penalty: 4262.792480
	Iteration 29Q: 3 clusters Score -660119.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -660118.125000 Penalty: 4262.792480
	Iteration 30Q: 3 clusters Score -660118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -660118.250000 Penalty: 4262.792480
	Iteration 31Q: 3 clusters Score -660118.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -660118.250000 Penalty: 4262.792480
	Iteration 32F: 3 clusters Score -660118.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Entering Unmasked Estep 
Score: -709805.625000 Penalty: 2131.992432
	Iteration 0F: 2 clusters Score -709805.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -705012.875000 Penalty: 4263.984863
	Iteration 0F: 3 clusters Score -705012.9 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -706196.437500 Penalty: 4263.984863
	Iteration 1F: 3 clusters Score -706196.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -706395.187500 Penalty: 4263.984863
	Iteration 2F: 3 clusters Score -706395.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -706501.312500 Penalty: 4263.984863
	Iteration 3Q: 3 clusters Score -706501.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -706564.875000 Penalty: 4263.984863
	Iteration 4Q: 3 clusters Score -706564.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -706612.750000 Penalty: 4263.984863
	Iteration 5Q: 3 clusters Score -706612.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -706645.812500 Penalty: 4263.984863
	Iteration 6Q: 3 clusters Score -706645.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -706667.312500 Penalty: 4263.984863
	Iteration 7Q: 3 clusters Score -706667.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -706685.687500 Penalty: 4263.984863
	Iteration 8Q: 3 clusters Score -706685.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -706696.500000 Penalty: 4263.984863
	Iteration 9Q: 3 clusters Score -706696.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -706708.500000 Penalty: 4263.984863
	Iteration 10Q: 3 clusters Score -706708.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -706715.437500 Penalty: 4263.984863
	Iteration 11Q: 3 clusters Score -706715.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -706723.812500 Penalty: 4263.984863
	Iteration 12Q: 3 clusters Score -706723.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -706736.375000 Penalty: 4263.984863
	Iteration 13Q: 3 clusters Score -706736.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -706743.812500 Penalty: 4263.984863
	Iteration 14Q: 3 clusters Score -706743.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -706751.437500 Penalty: 4263.984863
	Iteration 15Q: 3 clusters Score -706751.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -706759.062500 Penalty: 4263.984863
	Iteration 16Q: 3 clusters Score -706759.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -706763.750000 Penalty: 4263.984863
	Iteration 17Q: 3 clusters Score -706763.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -706770.625000 Penalty: 4263.984863
	Iteration 18Q: 3 clusters Score -706770.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -706778.250000 Penalty: 4263.984863
	Iteration 19Q: 3 clusters Score -706778.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -706788.562500 Penalty: 4263.984863
	Iteration 20F: 3 clusters Score -706788.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -706797.312500 Penalty: 4263.984863
	Iteration 21Q: 3 clusters Score -706797.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -706806.437500 Penalty: 4263.984863
	Iteration 22Q: 3 clusters Score -706806.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -706813.500000 Penalty: 4263.984863
	Iteration 23Q: 3 clusters Score -706813.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -706824.562500 Penalty: 4263.984863
	Iteration 24Q: 3 clusters Score -706824.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -706832.375000 Penalty: 4263.984863
	Iteration 25Q: 3 clusters Score -706832.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -706836.500000 Penalty: 4263.984863
	Iteration 26Q: 3 clusters Score -706836.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -706836.687500 Penalty: 4263.984863
	Iteration 27Q: 3 clusters Score -706836.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -706841.000000 Penalty: 4263.984863
	Iteration 28Q: 3 clusters Score -706841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -706845.312500 Penalty: 4263.984863
	Iteration 29Q: 3 clusters Score -706845.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -706847.750000 Penalty: 4263.984863
	Iteration 30Q: 3 clusters Score -706847.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -706852.812500 Penalty: 4263.984863
	Iteration 31Q: 3 clusters Score -706852.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -706856.062500 Penalty: 4263.984863
	Iteration 32Q: 3 clusters Score -706856.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -706858.375000 Penalty: 4263.984863
	Iteration 33Q: 3 clusters Score -706858.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -706860.312500 Penalty: 4263.984863
	Iteration 34Q: 3 clusters Score -706860.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -706862.687500 Penalty: 4263.984863
	Iteration 35Q: 3 clusters Score -706862.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -706864.187500 Penalty: 4263.984863
	Iteration 36Q: 3 clusters Score -706864.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -706866.250000 Penalty: 4263.984863
	Iteration 37Q: 3 clusters Score -706866.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -706868.562500 Penalty: 4263.984863
	Iteration 38Q: 3 clusters Score -706868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -706870.000000 Penalty: 4263.984863
	Iteration 39Q: 3 clusters Score -706870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -706871.312500 Penalty: 4263.984863
	Iteration 40F: 3 clusters Score -706871.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -706871.875000 Penalty: 4263.984863
	Iteration 41Q: 3 clusters Score -706871.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -706874.000000 Penalty: 4263.984863
	Iteration 42Q: 3 clusters Score -706874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -706875.187500 Penalty: 4263.984863
	Iteration 43Q: 3 clusters Score -706875.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -706877.000000 Penalty: 4263.984863
	Iteration 44Q: 3 clusters Score -706877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -706877.625000 Penalty: 4263.984863
	Iteration 45Q: 3 clusters Score -706877.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -706879.062500 Penalty: 4263.984863
	Iteration 46Q: 3 clusters Score -706879.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -706881.875000 Penalty: 4263.984863
	Iteration 47Q: 3 clusters Score -706881.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -706885.125000 Penalty: 4263.984863
	Iteration 48Q: 3 clusters Score -706885.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -706886.187500 Penalty: 4263.984863
	Iteration 49Q: 3 clusters Score -706886.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -706887.687500 Penalty: 4263.984863
	Iteration 50Q: 3 clusters Score -706887.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -706887.250000 Penalty: 4263.984863
	Iteration 51Q: 3 clusters Score -706887.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -706887.312500 Penalty: 4263.984863
	Iteration 52Q: 3 clusters Score -706887.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -706888.625000 Penalty: 4263.984863
	Iteration 53Q: 3 clusters Score -706888.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -706889.437500 Penalty: 4263.984863
	Iteration 54Q: 3 clusters Score -706889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -706889.437500 Penalty: 4263.984863
	Iteration 55Q: 3 clusters Score -706889.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -706889.375000 Penalty: 4263.984863
	Iteration 56Q: 3 clusters Score -706889.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -706890.312500 Penalty: 4263.984863
	Iteration 57Q: 3 clusters Score -706890.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -706892.687500 Penalty: 4263.984863
	Iteration 58Q: 3 clusters Score -706892.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -706892.562500 Penalty: 4263.984863
	Iteration 59Q: 3 clusters Score -706892.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -706892.625000 Penalty: 4263.984863
	Iteration 60F: 3 clusters Score -706892.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -706895.500000 Penalty: 4263.984863
	Iteration 61Q: 3 clusters Score -706895.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -706896.062500 Penalty: 4263.984863
	Iteration 62Q: 3 clusters Score -706896.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -706898.125000 Penalty: 4263.984863
	Iteration 63Q: 3 clusters Score -706898.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -706900.875000 Penalty: 4263.984863
	Iteration 64Q: 3 clusters Score -706900.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -706901.875000 Penalty: 4263.984863
	Iteration 65Q: 3 clusters Score -706901.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -706903.000000 Penalty: 4263.984863
	Iteration 66Q: 3 clusters Score -706903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -706903.000000 Penalty: 4263.984863
	Iteration 67Q: 3 clusters Score -706903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -706903.125000 Penalty: 4263.984863
	Iteration 68Q: 3 clusters Score -706903.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -706903.750000 Penalty: 4263.984863
	Iteration 69Q: 3 clusters Score -706903.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -706902.937500 Penalty: 4263.984863
	Iteration 70Q: 3 clusters Score -706902.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -706904.937500 Penalty: 4263.984863
	Iteration 71Q: 3 clusters Score -706904.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -706904.500000 Penalty: 4263.984863
	Iteration 72Q: 3 clusters Score -706904.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -706905.500000 Penalty: 4263.984863
	Iteration 73Q: 3 clusters Score -706905.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -706906.500000 Penalty: 4263.984863
	Iteration 74Q: 3 clusters Score -706906.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -706906.875000 Penalty: 4263.984863
	Iteration 75Q: 3 clusters Score -706906.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -706906.187500 Penalty: 4263.984863
	Iteration 76Q: 3 clusters Score -706906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -706908.437500 Penalty: 4263.984863
	Iteration 77Q: 3 clusters Score -706908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -706911.312500 Penalty: 4263.984863
	Iteration 78Q: 3 clusters Score -706911.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -706910.500000 Penalty: 4263.984863
	Iteration 79Q: 3 clusters Score -706910.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -706912.062500 Penalty: 4263.984863
	Iteration 80F: 3 clusters Score -706912.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -706912.750000 Penalty: 4263.984863
	Iteration 81Q: 3 clusters Score -706912.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -706914.875000 Penalty: 4263.984863
	Iteration 82Q: 3 clusters Score -706914.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -706916.437500 Penalty: 4263.984863
	Iteration 83Q: 3 clusters Score -706916.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -706916.687500 Penalty: 4263.984863
	Iteration 84Q: 3 clusters Score -706916.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -706917.250000 Penalty: 4263.984863
	Iteration 85Q: 3 clusters Score -706917.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -706917.062500 Penalty: 4263.984863
	Iteration 86Q: 3 clusters Score -706917.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -706920.062500 Penalty: 4263.984863
	Iteration 87Q: 3 clusters Score -706920.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -706922.437500 Penalty: 4263.984863
	Iteration 88Q: 3 clusters Score -706922.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -706922.687500 Penalty: 4263.984863
	Iteration 89Q: 3 clusters Score -706922.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -706924.000000 Penalty: 4263.984863
	Iteration 90Q: 3 clusters Score -706924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -706923.312500 Penalty: 4263.984863
	Iteration 91Q: 3 clusters Score -706923.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -706925.000000 Penalty: 4263.984863
	Iteration 92Q: 3 clusters Score -706925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -706926.125000 Penalty: 4263.984863
	Iteration 93Q: 3 clusters Score -706926.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -706926.687500 Penalty: 4263.984863
	Iteration 94Q: 3 clusters Score -706926.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -706930.250000 Penalty: 4263.984863
	Iteration 95Q: 3 clusters Score -706930.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -706932.750000 Penalty: 4263.984863
	Iteration 96Q: 3 clusters Score -706932.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -706934.875000 Penalty: 4263.984863
	Iteration 97Q: 3 clusters Score -706934.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -706936.187500 Penalty: 4263.984863
	Iteration 98Q: 3 clusters Score -706936.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -706940.062500 Penalty: 4263.984863
	Iteration 99Q: 3 clusters Score -706940.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -706942.687500 Penalty: 4263.984863
	Iteration 100F: 3 clusters Score -706942.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -706946.000000 Penalty: 4263.984863
	Iteration 101Q: 3 clusters Score -706946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -706949.500000 Penalty: 4263.984863
	Iteration 102Q: 3 clusters Score -706949.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -706953.187500 Penalty: 4263.984863
	Iteration 103Q: 3 clusters Score -706953.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -706956.625000 Penalty: 4263.984863
	Iteration 104Q: 3 clusters Score -706956.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -706960.375000 Penalty: 4263.984863
	Iteration 105Q: 3 clusters Score -706960.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -706962.375000 Penalty: 4263.984863
	Iteration 106Q: 3 clusters Score -706962.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -706964.062500 Penalty: 4263.984863
	Iteration 107Q: 3 clusters Score -706964.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -706967.875000 Penalty: 4263.984863
	Iteration 108Q: 3 clusters Score -706967.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -706971.562500 Penalty: 4263.984863
	Iteration 109Q: 3 clusters Score -706971.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -706976.000000 Penalty: 4263.984863
	Iteration 110Q: 3 clusters Score -706976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -706980.062500 Penalty: 4263.984863
	Iteration 111Q: 3 clusters Score -706980.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -706983.562500 Penalty: 4263.984863
	Iteration 112Q: 3 clusters Score -706983.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -706991.000000 Penalty: 4263.984863
	Iteration 113Q: 3 clusters Score -706991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -706996.875000 Penalty: 4263.984863
	Iteration 114Q: 3 clusters Score -706996.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -707007.125000 Penalty: 4263.984863
	Iteration 115Q: 3 clusters Score -707007.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -707016.812500 Penalty: 4263.984863
	Iteration 116Q: 3 clusters Score -707016.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -707027.000000 Penalty: 4263.984863
	Iteration 117Q: 3 clusters Score -707027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -707036.062500 Penalty: 4263.984863
	Iteration 118Q: 3 clusters Score -707036.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -707049.625000 Penalty: 4263.984863
	Iteration 119Q: 3 clusters Score -707049.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -707061.625000 Penalty: 4263.984863
	Iteration 120F: 3 clusters Score -707061.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -707075.812500 Penalty: 4263.984863
	Iteration 121Q: 3 clusters Score -707075.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -707089.500000 Penalty: 4263.984863
	Iteration 122Q: 3 clusters Score -707089.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -707108.500000 Penalty: 4263.984863
	Iteration 123Q: 3 clusters Score -707108.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -707136.437500 Penalty: 4263.984863
	Iteration 124Q: 3 clusters Score -707136.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -707169.000000 Penalty: 4263.984863
	Iteration 125Q: 3 clusters Score -707169 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -707206.312500 Penalty: 4263.984863
	Iteration 126Q: 3 clusters Score -707206.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -707259.937500 Penalty: 4263.984863
	Iteration 127Q: 3 clusters Score -707259.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -707320.625000 Penalty: 4263.984863
	Iteration 128Q: 3 clusters Score -707320.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -707385.000000 Penalty: 4263.984863
	Iteration 129Q: 3 clusters Score -707385 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -707460.187500 Penalty: 4263.984863
	Iteration 130Q: 3 clusters Score -707460.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -707519.312500 Penalty: 4263.984863
	Iteration 131Q: 3 clusters Score -707519.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -707577.312500 Penalty: 4263.984863
	Iteration 132Q: 3 clusters Score -707577.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -707642.312500 Penalty: 4263.984863
	Iteration 133Q: 3 clusters Score -707642.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -707694.187500 Penalty: 4263.984863
	Iteration 134Q: 3 clusters Score -707694.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -707740.875000 Penalty: 4263.984863
	Iteration 135Q: 3 clusters Score -707740.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -707775.375000 Penalty: 4263.984863
	Iteration 136Q: 3 clusters Score -707775.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -707810.687500 Penalty: 4263.984863
	Iteration 137Q: 3 clusters Score -707810.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -707840.375000 Penalty: 4263.984863
	Iteration 138Q: 3 clusters Score -707840.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -707863.562500 Penalty: 4263.984863
	Iteration 139Q: 3 clusters Score -707863.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -707880.375000 Penalty: 4263.984863
	Iteration 140F: 3 clusters Score -707880.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -707896.812500 Penalty: 4263.984863
	Iteration 141Q: 3 clusters Score -707896.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -707904.875000 Penalty: 4263.984863
	Iteration 142Q: 3 clusters Score -707904.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -707910.062500 Penalty: 4263.984863
	Iteration 143Q: 3 clusters Score -707910.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -707912.562500 Penalty: 4263.984863
	Iteration 144Q: 3 clusters Score -707912.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -707914.750000 Penalty: 4263.984863
	Iteration 145Q: 3 clusters Score -707914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -707916.500000 Penalty: 4263.984863
	Iteration 146Q: 3 clusters Score -707916.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -707918.812500 Penalty: 4263.984863
	Iteration 147Q: 3 clusters Score -707918.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -707924.750000 Penalty: 4263.984863
	Iteration 148Q: 3 clusters Score -707924.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -707927.500000 Penalty: 4263.984863
	Iteration 149Q: 3 clusters Score -707927.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -707929.125000 Penalty: 4263.984863
	Iteration 150Q: 3 clusters Score -707929.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -707931.687500 Penalty: 4263.984863
	Iteration 151Q: 3 clusters Score -707931.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -707933.437500 Penalty: 4263.984863
	Iteration 152Q: 3 clusters Score -707933.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -707933.750000 Penalty: 4263.984863
	Iteration 153Q: 3 clusters Score -707933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -707936.750000 Penalty: 4263.984863
	Iteration 154Q: 3 clusters Score -707936.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -707937.687500 Penalty: 4263.984863
	Iteration 155Q: 3 clusters Score -707937.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -707938.437500 Penalty: 4263.984863
	Iteration 156Q: 3 clusters Score -707938.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -707941.562500 Penalty: 4263.984863
	Iteration 157Q: 3 clusters Score -707941.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -707944.125000 Penalty: 4263.984863
	Iteration 158Q: 3 clusters Score -707944.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -707946.375000 Penalty: 4263.984863
	Iteration 159Q: 3 clusters Score -707946.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -707946.375000 Penalty: 4263.984863
	Iteration 160F: 3 clusters Score -707946.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Entering Unmasked Estep 
Score: -3450174.250000 Penalty: 2525.067871
	Iteration 0F: 2 clusters Score -3450174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3431953.750000 Penalty: 5050.135742
	Iteration 0F: 3 clusters Score -3431954 nChanged 11814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -3438314.250000 Penalty: 5050.135742
	Iteration 1F: 3 clusters Score -3438314 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -3438772.750000 Penalty: 5050.135742
	Iteration 2F: 3 clusters Score -3438773 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3439095.500000 Penalty: 5050.135742
	Iteration 3Q: 3 clusters Score -3439096 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3439400.500000 Penalty: 5050.135742
	Iteration 4Q: 3 clusters Score -3439400 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3439751.500000 Penalty: 5050.135742
	Iteration 5Q: 3 clusters Score -3439752 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3440248.500000 Penalty: 5050.135742
	Iteration 6Q: 3 clusters Score -3440248 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3440892.750000 Penalty: 5050.135742
	Iteration 7Q: 3 clusters Score -3440893 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -3441756.750000 Penalty: 5050.135742
	Iteration 8F: 3 clusters Score -3441757 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -3442697.750000 Penalty: 5050.135742
	Iteration 9F: 3 clusters Score -3442698 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3443556.250000 Penalty: 5050.135742
	Iteration 10F: 3 clusters Score -3443556 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3444240.750000 Penalty: 5050.135742
	Iteration 11F: 3 clusters Score -3444241 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3444776.500000 Penalty: 5050.135742
	Iteration 12Q: 3 clusters Score -3444776 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -3445165.000000 Penalty: 5050.135742
	Iteration 13Q: 3 clusters Score -3445165 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -3445501.750000 Penalty: 5050.135742
	Iteration 14Q: 3 clusters Score -3445502 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -3445767.000000 Penalty: 5050.135742
	Iteration 15Q: 3 clusters Score -3445767 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -3445973.000000 Penalty: 5050.135742
	Iteration 16Q: 3 clusters Score -3445973 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -3446164.750000 Penalty: 5050.135742
	Iteration 17Q: 3 clusters Score -3446165 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3446399.500000 Penalty: 5050.135742
	Iteration 18Q: 3 clusters Score -3446400 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3446662.250000 Penalty: 5050.135742
	Iteration 19Q: 3 clusters Score -3446662 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -3447057.500000 Penalty: 5050.135742
	Iteration 20F: 3 clusters Score -3447058 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -3447648.000000 Penalty: 5050.135742
	Iteration 21Q: 3 clusters Score -3447648 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -3448373.250000 Penalty: 5050.135742
	Iteration 22Q: 3 clusters Score -3448373 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3449073.500000 Penalty: 5050.135742
	Iteration 23Q: 3 clusters Score -3449074 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3449417.500000 Penalty: 5050.135742
	Iteration 24Q: 3 clusters Score -3449418 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -3449576.000000 Penalty: 5050.135742
	Iteration 25Q: 3 clusters Score -3449576 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3449653.000000 Penalty: 5050.135742
	Iteration 26Q: 3 clusters Score -3449653 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -3449678.500000 Penalty: 5050.135742
	Iteration 27Q: 3 clusters Score -3449678 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3449708.250000 Penalty: 5050.135742
	Iteration 28Q: 3 clusters Score -3449708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -3449709.250000 Penalty: 5050.135742
	Iteration 29Q: 3 clusters Score -3449709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -3449720.250000 Penalty: 5050.135742
	Iteration 30Q: 3 clusters Score -3449720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3449720.500000 Penalty: 5050.135742
	Iteration 31Q: 3 clusters Score -3449720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3449718.250000 Penalty: 5050.135742
	Iteration 32Q: 3 clusters Score -3449718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3449712.750000 Penalty: 5050.135742
	Iteration 33Q: 3 clusters Score -3449713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -3449713.000000 Penalty: 5050.135742
	Iteration 34Q: 3 clusters Score -3449713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3449717.500000 Penalty: 5050.135742
	Iteration 35Q: 3 clusters Score -3449718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3449720.500000 Penalty: 5050.135742
	Iteration 36Q: 3 clusters Score -3449720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -3449717.250000 Penalty: 5050.135742
	Iteration 37Q: 3 clusters Score -3449717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -3449717.250000 Penalty: 5050.135742
	Iteration 38F: 3 clusters Score -3449717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -18576.808594 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -18576.81 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 102 members 
Entering Unmasked Estep 
Score: -17553.828125 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -17553.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17628.962891 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -17628.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17664.791016 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -17664.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17694.082031 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -17694.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17709.687500 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -17709.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17718.429688 Penalty: 2607.717773
	Iteration 5Q: 3 clusters Score -17718.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17734.542969 Penalty: 2607.717773
	Iteration 6Q: 3 clusters Score -17734.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17747.187500 Penalty: 2607.717773
	Iteration 7Q: 3 clusters Score -17747.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17751.880859 Penalty: 2607.717773
	Iteration 8Q: 3 clusters Score -17751.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17754.683594 Penalty: 2607.717773
	Iteration 9Q: 3 clusters Score -17754.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17754.683594 Penalty: 2607.717773
	Iteration 10F: 3 clusters Score -17754.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -243964.906250 Penalty: 1865.689453
	Iteration 0F: 2 clusters Score -243964.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -241425.109375 Penalty: 3731.378906
	Iteration 0F: 3 clusters Score -241425.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -241868.000000 Penalty: 3731.378906
	Iteration 1F: 3 clusters Score -241868 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -241989.031250 Penalty: 3731.378906
	Iteration 2F: 3 clusters Score -241989 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -242063.531250 Penalty: 3731.378906
	Iteration 3Q: 3 clusters Score -242063.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -242101.500000 Penalty: 3731.378906
	Iteration 4Q: 3 clusters Score -242101.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -242133.265625 Penalty: 3731.378906
	Iteration 5Q: 3 clusters Score -242133.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -242148.359375 Penalty: 3731.378906
	Iteration 6Q: 3 clusters Score -242148.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -242159.625000 Penalty: 3731.378906
	Iteration 7Q: 3 clusters Score -242159.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -242171.750000 Penalty: 3731.378906
	Iteration 8Q: 3 clusters Score -242171.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -242182.765625 Penalty: 3731.378906
	Iteration 9Q: 3 clusters Score -242182.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -242192.937500 Penalty: 3731.378906
	Iteration 10Q: 3 clusters Score -242192.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -242203.953125 Penalty: 3731.378906
	Iteration 11Q: 3 clusters Score -242204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -242211.296875 Penalty: 3731.378906
	Iteration 12Q: 3 clusters Score -242211.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -242218.671875 Penalty: 3731.378906
	Iteration 13Q: 3 clusters Score -242218.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -242221.703125 Penalty: 3731.378906
	Iteration 14Q: 3 clusters Score -242221.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -242222.140625 Penalty: 3731.378906
	Iteration 15Q: 3 clusters Score -242222.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -242222.171875 Penalty: 3731.378906
	Iteration 16Q: 3 clusters Score -242222.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -242222.171875 Penalty: 3731.378906
	Iteration 17F: 3 clusters Score -242222.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Entering Unmasked Estep 
Score: -1780229.625000 Penalty: 2362.291748
	Iteration 0F: 2 clusters Score -1780230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1770300.125000 Penalty: 4724.583496
	Iteration 0F: 3 clusters Score -1770300 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1773237.875000 Penalty: 4724.583496
	Iteration 1F: 3 clusters Score -1773238 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1773523.875000 Penalty: 4724.583496
	Iteration 2F: 3 clusters Score -1773524 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1773733.000000 Penalty: 4724.583496
	Iteration 3Q: 3 clusters Score -1773733 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1773914.125000 Penalty: 4724.583496
	Iteration 4Q: 3 clusters Score -1773914 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1774105.125000 Penalty: 4724.583496
	Iteration 5Q: 3 clusters Score -1774105 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1774340.375000 Penalty: 4724.583496
	Iteration 6Q: 3 clusters Score -1774340 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1774631.250000 Penalty: 4724.583496
	Iteration 7Q: 3 clusters Score -1774631 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1775012.625000 Penalty: 4724.583496
	Iteration 8Q: 3 clusters Score -1775013 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1775504.500000 Penalty: 4724.583496
	Iteration 9F: 3 clusters Score -1775504 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1776117.250000 Penalty: 4724.583496
	Iteration 10F: 3 clusters Score -1776117 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1776732.250000 Penalty: 4724.583496
	Iteration 11F: 3 clusters Score -1776732 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1777217.750000 Penalty: 4724.583496
	Iteration 12Q: 3 clusters Score -1777218 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1777568.500000 Penalty: 4724.583496
	Iteration 13Q: 3 clusters Score -1777568 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1777807.125000 Penalty: 4724.583496
	Iteration 14Q: 3 clusters Score -1777807 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1777943.750000 Penalty: 4724.583496
	Iteration 15Q: 3 clusters Score -1777944 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1778027.875000 Penalty: 4724.583496
	Iteration 16Q: 3 clusters Score -1778028 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1778092.750000 Penalty: 4724.583496
	Iteration 17Q: 3 clusters Score -1778093 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1778143.625000 Penalty: 4724.583496
	Iteration 18Q: 3 clusters Score -1778144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1778185.000000 Penalty: 4724.583496
	Iteration 19Q: 3 clusters Score -1778185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1778211.375000 Penalty: 4724.583496
	Iteration 20F: 3 clusters Score -1778211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1778230.375000 Penalty: 4724.583496
	Iteration 21Q: 3 clusters Score -1778230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1778236.500000 Penalty: 4724.583496
	Iteration 22Q: 3 clusters Score -1778236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1778244.125000 Penalty: 4724.583496
	Iteration 23Q: 3 clusters Score -1778244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1778249.750000 Penalty: 4724.583496
	Iteration 24Q: 3 clusters Score -1778250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1778252.750000 Penalty: 4724.583496
	Iteration 25Q: 3 clusters Score -1778253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1778254.625000 Penalty: 4724.583496
	Iteration 26Q: 3 clusters Score -1778255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1778255.875000 Penalty: 4724.583496
	Iteration 27Q: 3 clusters Score -1778256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1778255.250000 Penalty: 4724.583496
	Iteration 28Q: 3 clusters Score -1778255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1778255.250000 Penalty: 4724.583496
	Iteration 29F: 3 clusters Score -1778255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Entering Unmasked Estep 
Score: -446563.875000 Penalty: 2027.186523
	Iteration 0F: 2 clusters Score -446563.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -442975.000000 Penalty: 4054.373047
	Iteration 0F: 3 clusters Score -442975 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -443689.375000 Penalty: 4054.373047
	Iteration 1F: 3 clusters Score -443689.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -443834.156250 Penalty: 4054.373047
	Iteration 2F: 3 clusters Score -443834.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -443914.343750 Penalty: 4054.373047
	Iteration 3Q: 3 clusters Score -443914.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -443973.218750 Penalty: 4054.373047
	Iteration 4Q: 3 clusters Score -443973.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -444022.843750 Penalty: 4054.373047
	Iteration 5Q: 3 clusters Score -444022.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -444070.000000 Penalty: 4054.373047
	Iteration 6Q: 3 clusters Score -444070 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -444103.062500 Penalty: 4054.373047
	Iteration 7Q: 3 clusters Score -444103.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -444126.406250 Penalty: 4054.373047
	Iteration 8Q: 3 clusters Score -444126.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -444155.937500 Penalty: 4054.373047
	Iteration 9Q: 3 clusters Score -444155.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -444177.718750 Penalty: 4054.373047
	Iteration 10Q: 3 clusters Score -444177.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -444190.781250 Penalty: 4054.373047
	Iteration 11Q: 3 clusters Score -444190.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -444200.125000 Penalty: 4054.373047
	Iteration 12Q: 3 clusters Score -444200.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -444211.906250 Penalty: 4054.373047
	Iteration 13Q: 3 clusters Score -444211.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -444221.375000 Penalty: 4054.373047
	Iteration 14Q: 3 clusters Score -444221.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -444232.562500 Penalty: 4054.373047
	Iteration 15Q: 3 clusters Score -444232.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -444243.687500 Penalty: 4054.373047
	Iteration 16Q: 3 clusters Score -444243.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -444257.593750 Penalty: 4054.373047
	Iteration 17Q: 3 clusters Score -444257.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -444272.000000 Penalty: 4054.373047
	Iteration 18Q: 3 clusters Score -444272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -444285.937500 Penalty: 4054.373047
	Iteration 19Q: 3 clusters Score -444285.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -444297.062500 Penalty: 4054.373047
	Iteration 20F: 3 clusters Score -444297.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -444310.937500 Penalty: 4054.373047
	Iteration 21Q: 3 clusters Score -444310.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -444321.125000 Penalty: 4054.373047
	Iteration 22Q: 3 clusters Score -444321.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -444332.406250 Penalty: 4054.373047
	Iteration 23Q: 3 clusters Score -444332.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -444343.187500 Penalty: 4054.373047
	Iteration 24Q: 3 clusters Score -444343.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -444350.000000 Penalty: 4054.373047
	Iteration 25Q: 3 clusters Score -444350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -444356.562500 Penalty: 4054.373047
	Iteration 26Q: 3 clusters Score -444356.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -444366.687500 Penalty: 4054.373047
	Iteration 27Q: 3 clusters Score -444366.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -444376.500000 Penalty: 4054.373047
	Iteration 28Q: 3 clusters Score -444376.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -444382.406250 Penalty: 4054.373047
	Iteration 29Q: 3 clusters Score -444382.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -444390.281250 Penalty: 4054.373047
	Iteration 30Q: 3 clusters Score -444390.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -444399.718750 Penalty: 4054.373047
	Iteration 31Q: 3 clusters Score -444399.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -444409.875000 Penalty: 4054.373047
	Iteration 32Q: 3 clusters Score -444409.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -444421.562500 Penalty: 4054.373047
	Iteration 33Q: 3 clusters Score -444421.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -444432.687500 Penalty: 4054.373047
	Iteration 34Q: 3 clusters Score -444432.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -444444.718750 Penalty: 4054.373047
	Iteration 35Q: 3 clusters Score -444444.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -444455.843750 Penalty: 4054.373047
	Iteration 36Q: 3 clusters Score -444455.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -444467.218750 Penalty: 4054.373047
	Iteration 37Q: 3 clusters Score -444467.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -444475.468750 Penalty: 4054.373047
	Iteration 38Q: 3 clusters Score -444475.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -444482.031250 Penalty: 4054.373047
	Iteration 39Q: 3 clusters Score -444482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -444486.000000 Penalty: 4054.373047
	Iteration 40F: 3 clusters Score -444486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -444492.625000 Penalty: 4054.373047
	Iteration 41Q: 3 clusters Score -444492.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -444499.562500 Penalty: 4054.373047
	Iteration 42Q: 3 clusters Score -444499.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -444504.656250 Penalty: 4054.373047
	Iteration 43Q: 3 clusters Score -444504.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -444512.250000 Penalty: 4054.373047
	Iteration 44Q: 3 clusters Score -444512.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -444520.750000 Penalty: 4054.373047
	Iteration 45Q: 3 clusters Score -444520.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -444526.000000 Penalty: 4054.373047
	Iteration 46Q: 3 clusters Score -444526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -444533.156250 Penalty: 4054.373047
	Iteration 47Q: 3 clusters Score -444533.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -444541.500000 Penalty: 4054.373047
	Iteration 48Q: 3 clusters Score -444541.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -444550.000000 Penalty: 4054.373047
	Iteration 49Q: 3 clusters Score -444550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -444558.843750 Penalty: 4054.373047
	Iteration 50Q: 3 clusters Score -444558.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -444565.093750 Penalty: 4054.373047
	Iteration 51Q: 3 clusters Score -444565.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -444574.437500 Penalty: 4054.373047
	Iteration 52Q: 3 clusters Score -444574.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -444583.156250 Penalty: 4054.373047
	Iteration 53Q: 3 clusters Score -444583.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -444587.625000 Penalty: 4054.373047
	Iteration 54Q: 3 clusters Score -444587.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -444594.593750 Penalty: 4054.373047
	Iteration 55Q: 3 clusters Score -444594.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -444600.281250 Penalty: 4054.373047
	Iteration 56Q: 3 clusters Score -444600.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -444607.281250 Penalty: 4054.373047
	Iteration 57Q: 3 clusters Score -444607.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -444610.843750 Penalty: 4054.373047
	Iteration 58Q: 3 clusters Score -444610.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -444616.562500 Penalty: 4054.373047
	Iteration 59Q: 3 clusters Score -444616.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -444624.093750 Penalty: 4054.373047
	Iteration 60F: 3 clusters Score -444624.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -444632.843750 Penalty: 4054.373047
	Iteration 61Q: 3 clusters Score -444632.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -444640.812500 Penalty: 4054.373047
	Iteration 62Q: 3 clusters Score -444640.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -444646.593750 Penalty: 4054.373047
	Iteration 63Q: 3 clusters Score -444646.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -444651.250000 Penalty: 4054.373047
	Iteration 64Q: 3 clusters Score -444651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -444653.968750 Penalty: 4054.373047
	Iteration 65Q: 3 clusters Score -444654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -444655.031250 Penalty: 4054.373047
	Iteration 66Q: 3 clusters Score -444655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -444659.250000 Penalty: 4054.373047
	Iteration 67Q: 3 clusters Score -444659.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -444662.125000 Penalty: 4054.373047
	Iteration 68Q: 3 clusters Score -444662.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -444663.781250 Penalty: 4054.373047
	Iteration 69Q: 3 clusters Score -444663.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -444665.062500 Penalty: 4054.373047
	Iteration 70Q: 3 clusters Score -444665.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -444667.093750 Penalty: 4054.373047
	Iteration 71Q: 3 clusters Score -444667.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -444668.156250 Penalty: 4054.373047
	Iteration 72Q: 3 clusters Score -444668.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -444668.562500 Penalty: 4054.373047
	Iteration 73Q: 3 clusters Score -444668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -444668.562500 Penalty: 4054.373047
	Iteration 74F: 3 clusters Score -444668.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -69552.304688 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -69552.3 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 309 members 
Entering Unmasked Estep 
Score: -68057.375000 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -68057.38 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68402.484375 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -68402.48 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68650.320312 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -68650.32 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -68848.453125 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -68848.45 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -69088.570312 Penalty: 3192.330566
	Iteration 4F: 3 clusters Score -69088.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -69267.367188 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -69267.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -69368.312500 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -69368.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -69448.460938 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -69448.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -69500.796875 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -69500.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -69508.843750 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -69508.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -69518.210938 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -69518.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -69527.632812 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -69527.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -69543.875000 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -69543.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -69557.796875 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -69557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -69574.375000 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -69574.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -69578.031250 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -69578.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -69586.632812 Penalty: 3192.330566
	Iteration 16F: 3 clusters Score -69586.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -69598.007812 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -69598.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -69618.546875 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -69618.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -69628.820312 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -69628.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -69641.796875 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -69641.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -69653.109375 Penalty: 3192.330566
	Iteration 21Q: 3 clusters Score -69653.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -69667.562500 Penalty: 3192.330566
	Iteration 22Q: 3 clusters Score -69667.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -69696.414062 Penalty: 3192.330566
	Iteration 23Q: 3 clusters Score -69696.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -69711.117188 Penalty: 3192.330566
	Iteration 24Q: 3 clusters Score -69711.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69765.578125 Penalty: 3192.330566
	Iteration 25Q: 3 clusters Score -69765.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69849.960938 Penalty: 3192.330566
	Iteration 26Q: 3 clusters Score -69849.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -69952.835938 Penalty: 3192.330566
	Iteration 27Q: 3 clusters Score -69952.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -70002.218750 Penalty: 3192.330566
	Iteration 28Q: 3 clusters Score -70002.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -70041.156250 Penalty: 3192.330566
	Iteration 29Q: 3 clusters Score -70041.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -70054.679688 Penalty: 3192.330566
	Iteration 30Q: 3 clusters Score -70054.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -70054.679688 Penalty: 3192.330566
	Iteration 31F: 3 clusters Score -70054.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97146 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22323 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36608 members 
Mstep: Class 9 contains 9115 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8690 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32654 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5401 members 
Mstep: Class 17 contains 5414 members 
Mstep: Class 18 contains 26416 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13703 members 
Mstep: Class 22 contains 3548 members 
Mstep: Class 23 contains 175 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13087 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 2137 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8532 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44046 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1155 members 
Mstep: Class 39 contains 530 members 
Mstep: Class 40 contains 449 members 
Entering Unmasked Estep 
Score: -73859168.000000 Penalty: 131636.281250
Splitting cluster 23 changes total score from -73860344.000000 to -73859168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (4395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Entering Unmasked Estep 
Score: -578914.312500 Penalty: 2080.279297
	Iteration 0F: 2 clusters Score -578914.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -574742.750000 Penalty: 4160.558594
	Iteration 0F: 3 clusters Score -574742.8 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -575641.500000 Penalty: 4160.558594
	Iteration 1F: 3 clusters Score -575641.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -575844.187500 Penalty: 4160.558594
	Iteration 2F: 3 clusters Score -575844.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -575994.375000 Penalty: 4160.558594
	Iteration 3F: 3 clusters Score -575994.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -576141.250000 Penalty: 4160.558594
	Iteration 4Q: 3 clusters Score -576141.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -576282.875000 Penalty: 4160.558594
	Iteration 5Q: 3 clusters Score -576282.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -576417.312500 Penalty: 4160.558594
	Iteration 6Q: 3 clusters Score -576417.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -576556.312500 Penalty: 4160.558594
	Iteration 7Q: 3 clusters Score -576556.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -576681.625000 Penalty: 4160.558594
	Iteration 8Q: 3 clusters Score -576681.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -576823.312500 Penalty: 4160.558594
	Iteration 9Q: 3 clusters Score -576823.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -576964.500000 Penalty: 4160.558594
	Iteration 10Q: 3 clusters Score -576964.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -577078.312500 Penalty: 4160.558594
	Iteration 11Q: 3 clusters Score -577078.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -577184.500000 Penalty: 4160.558594
	Iteration 12Q: 3 clusters Score -577184.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -577270.437500 Penalty: 4160.558594
	Iteration 13Q: 3 clusters Score -577270.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -577335.625000 Penalty: 4160.558594
	Iteration 14Q: 3 clusters Score -577335.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -577383.625000 Penalty: 4160.558594
	Iteration 15Q: 3 clusters Score -577383.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -577415.812500 Penalty: 4160.558594
	Iteration 16Q: 3 clusters Score -577415.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -577437.625000 Penalty: 4160.558594
	Iteration 17Q: 3 clusters Score -577437.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -577457.562500 Penalty: 4160.558594
	Iteration 18Q: 3 clusters Score -577457.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -577475.500000 Penalty: 4160.558594
	Iteration 19Q: 3 clusters Score -577475.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -577486.250000 Penalty: 4160.558594
	Iteration 20F: 3 clusters Score -577486.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -577496.062500 Penalty: 4160.558594
	Iteration 21Q: 3 clusters Score -577496.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -577506.250000 Penalty: 4160.558594
	Iteration 22Q: 3 clusters Score -577506.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -577518.062500 Penalty: 4160.558594
	Iteration 23Q: 3 clusters Score -577518.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -577525.187500 Penalty: 4160.558594
	Iteration 24Q: 3 clusters Score -577525.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -577527.812500 Penalty: 4160.558594
	Iteration 25Q: 3 clusters Score -577527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -577529.750000 Penalty: 4160.558594
	Iteration 26Q: 3 clusters Score -577529.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -577530.750000 Penalty: 4160.558594
	Iteration 27Q: 3 clusters Score -577530.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -577532.812500 Penalty: 4160.558594
	Iteration 28Q: 3 clusters Score -577532.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -577535.625000 Penalty: 4160.558594
	Iteration 29Q: 3 clusters Score -577535.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -577536.750000 Penalty: 4160.558594
	Iteration 30Q: 3 clusters Score -577536.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -577538.875000 Penalty: 4160.558594
	Iteration 31Q: 3 clusters Score -577538.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -577541.125000 Penalty: 4160.558594
	Iteration 32Q: 3 clusters Score -577541.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -577540.625000 Penalty: 4160.558594
	Iteration 33Q: 3 clusters Score -577540.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -577541.875000 Penalty: 4160.558594
	Iteration 34Q: 3 clusters Score -577541.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -577543.937500 Penalty: 4160.558594
	Iteration 35Q: 3 clusters Score -577543.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -577544.500000 Penalty: 4160.558594
	Iteration 36Q: 3 clusters Score -577544.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -577545.187500 Penalty: 4160.558594
	Iteration 37Q: 3 clusters Score -577545.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -577546.812500 Penalty: 4160.558594
	Iteration 38Q: 3 clusters Score -577546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -577547.187500 Penalty: 4160.558594
	Iteration 39Q: 3 clusters Score -577547.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -577548.625000 Penalty: 4160.558594
	Iteration 40F: 3 clusters Score -577548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -577549.625000 Penalty: 4160.558594
	Iteration 41Q: 3 clusters Score -577549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -577549.312500 Penalty: 4160.558594
	Iteration 42Q: 3 clusters Score -577549.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -577550.250000 Penalty: 4160.558594
	Iteration 43Q: 3 clusters Score -577550.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -577550.250000 Penalty: 4160.558594
	Iteration 44F: 3 clusters Score -577550.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Entering Unmasked Estep 
Score: -1583760.250000 Penalty: 2350.885010
	Iteration 0F: 2 clusters Score -1583760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1574164.625000 Penalty: 4701.770020
	Iteration 0F: 3 clusters Score -1574165 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1577149.375000 Penalty: 4701.770020
	Iteration 1F: 3 clusters Score -1577149 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1577505.250000 Penalty: 4701.770020
	Iteration 2F: 3 clusters Score -1577505 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1577807.250000 Penalty: 4701.770020
	Iteration 3Q: 3 clusters Score -1577807 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1578124.625000 Penalty: 4701.770020
	Iteration 4Q: 3 clusters Score -1578125 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1578475.250000 Penalty: 4701.770020
	Iteration 5Q: 3 clusters Score -1578475 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1578798.500000 Penalty: 4701.770020
	Iteration 6Q: 3 clusters Score -1578798 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1579159.000000 Penalty: 4701.770020
	Iteration 7Q: 3 clusters Score -1579159 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1579516.625000 Penalty: 4701.770020
	Iteration 8Q: 3 clusters Score -1579517 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1579814.125000 Penalty: 4701.770020
	Iteration 9Q: 3 clusters Score -1579814 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1580077.625000 Penalty: 4701.770020
	Iteration 10Q: 3 clusters Score -1580078 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1580312.000000 Penalty: 4701.770020
	Iteration 11Q: 3 clusters Score -1580312 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1580482.250000 Penalty: 4701.770020
	Iteration 12Q: 3 clusters Score -1580482 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1580636.875000 Penalty: 4701.770020
	Iteration 13Q: 3 clusters Score -1580637 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1580768.125000 Penalty: 4701.770020
	Iteration 14Q: 3 clusters Score -1580768 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1580878.375000 Penalty: 4701.770020
	Iteration 15Q: 3 clusters Score -1580878 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1580960.375000 Penalty: 4701.770020
	Iteration 16Q: 3 clusters Score -1580960 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1581029.875000 Penalty: 4701.770020
	Iteration 17Q: 3 clusters Score -1581030 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1581074.625000 Penalty: 4701.770020
	Iteration 18Q: 3 clusters Score -1581075 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1581108.250000 Penalty: 4701.770020
	Iteration 19Q: 3 clusters Score -1581108 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1581137.750000 Penalty: 4701.770020
	Iteration 20F: 3 clusters Score -1581138 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1581165.250000 Penalty: 4701.770020
	Iteration 21Q: 3 clusters Score -1581165 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1581185.000000 Penalty: 4701.770020
	Iteration 22Q: 3 clusters Score -1581185 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1581204.500000 Penalty: 4701.770020
	Iteration 23Q: 3 clusters Score -1581204 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1581216.250000 Penalty: 4701.770020
	Iteration 24Q: 3 clusters Score -1581216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1581226.250000 Penalty: 4701.770020
	Iteration 25Q: 3 clusters Score -1581226 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1581230.000000 Penalty: 4701.770020
	Iteration 26Q: 3 clusters Score -1581230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1581236.875000 Penalty: 4701.770020
	Iteration 27Q: 3 clusters Score -1581237 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1581245.625000 Penalty: 4701.770020
	Iteration 28Q: 3 clusters Score -1581246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1581254.500000 Penalty: 4701.770020
	Iteration 29Q: 3 clusters Score -1581254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1581257.500000 Penalty: 4701.770020
	Iteration 30Q: 3 clusters Score -1581258 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1581266.625000 Penalty: 4701.770020
	Iteration 31Q: 3 clusters Score -1581267 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1581271.000000 Penalty: 4701.770020
	Iteration 32Q: 3 clusters Score -1581271 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1581282.750000 Penalty: 4701.770020
	Iteration 33Q: 3 clusters Score -1581283 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1581288.000000 Penalty: 4701.770020
	Iteration 34Q: 3 clusters Score -1581288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1581293.250000 Penalty: 4701.770020
	Iteration 35Q: 3 clusters Score -1581293 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1581300.500000 Penalty: 4701.770020
	Iteration 36Q: 3 clusters Score -1581300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1581303.125000 Penalty: 4701.770020
	Iteration 37Q: 3 clusters Score -1581303 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1581310.250000 Penalty: 4701.770020
	Iteration 38Q: 3 clusters Score -1581310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1581313.500000 Penalty: 4701.770020
	Iteration 39Q: 3 clusters Score -1581314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1581321.250000 Penalty: 4701.770020
	Iteration 40F: 3 clusters Score -1581321 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1581331.750000 Penalty: 4701.770020
	Iteration 41Q: 3 clusters Score -1581332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1581339.375000 Penalty: 4701.770020
	Iteration 42Q: 3 clusters Score -1581339 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1581341.250000 Penalty: 4701.770020
	Iteration 43Q: 3 clusters Score -1581341 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1581347.500000 Penalty: 4701.770020
	Iteration 44Q: 3 clusters Score -1581348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1581355.625000 Penalty: 4701.770020
	Iteration 45Q: 3 clusters Score -1581356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1581358.625000 Penalty: 4701.770020
	Iteration 46Q: 3 clusters Score -1581359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1581370.375000 Penalty: 4701.770020
	Iteration 47Q: 3 clusters Score -1581370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1581371.250000 Penalty: 4701.770020
	Iteration 48Q: 3 clusters Score -1581371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1581379.125000 Penalty: 4701.770020
	Iteration 49Q: 3 clusters Score -1581379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1581375.375000 Penalty: 4701.770020
	Iteration 50Q: 3 clusters Score -1581375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1581382.250000 Penalty: 4701.770020
	Iteration 51Q: 3 clusters Score -1581382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1581384.625000 Penalty: 4701.770020
	Iteration 52Q: 3 clusters Score -1581385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1581388.875000 Penalty: 4701.770020
	Iteration 53Q: 3 clusters Score -1581389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1581397.250000 Penalty: 4701.770020
	Iteration 54Q: 3 clusters Score -1581397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1581402.125000 Penalty: 4701.770020
	Iteration 55Q: 3 clusters Score -1581402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1581400.500000 Penalty: 4701.770020
	Iteration 56Q: 3 clusters Score -1581400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1581398.625000 Penalty: 4701.770020
	Iteration 57Q: 3 clusters Score -1581399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1581402.375000 Penalty: 4701.770020
	Iteration 58Q: 3 clusters Score -1581402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1581401.750000 Penalty: 4701.770020
	Iteration 59Q: 3 clusters Score -1581402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1581405.750000 Penalty: 4701.770020
	Iteration 60F: 3 clusters Score -1581406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1581407.875000 Penalty: 4701.770020
	Iteration 61Q: 3 clusters Score -1581408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1581407.625000 Penalty: 4701.770020
	Iteration 62Q: 3 clusters Score -1581408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1581408.750000 Penalty: 4701.770020
	Iteration 63Q: 3 clusters Score -1581409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1581410.625000 Penalty: 4701.770020
	Iteration 64Q: 3 clusters Score -1581411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1581413.875000 Penalty: 4701.770020
	Iteration 65Q: 3 clusters Score -1581414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1581418.875000 Penalty: 4701.770020
	Iteration 66Q: 3 clusters Score -1581419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1581420.500000 Penalty: 4701.770020
	Iteration 67Q: 3 clusters Score -1581420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1581424.500000 Penalty: 4701.770020
	Iteration 68Q: 3 clusters Score -1581424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1581429.875000 Penalty: 4701.770020
	Iteration 69Q: 3 clusters Score -1581430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1581434.125000 Penalty: 4701.770020
	Iteration 70Q: 3 clusters Score -1581434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1581428.750000 Penalty: 4701.770020
	Iteration 71Q: 3 clusters Score -1581429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1581433.500000 Penalty: 4701.770020
	Iteration 72Q: 3 clusters Score -1581434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1581437.250000 Penalty: 4701.770020
	Iteration 73Q: 3 clusters Score -1581437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1581440.125000 Penalty: 4701.770020
	Iteration 74Q: 3 clusters Score -1581440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1581436.250000 Penalty: 4701.770020
	Iteration 75Q: 3 clusters Score -1581436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1581435.625000 Penalty: 4701.770020
	Iteration 76Q: 3 clusters Score -1581436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1581440.875000 Penalty: 4701.770020
	Iteration 77Q: 3 clusters Score -1581441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1581442.750000 Penalty: 4701.770020
	Iteration 78Q: 3 clusters Score -1581443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1581446.625000 Penalty: 4701.770020
	Iteration 79Q: 3 clusters Score -1581447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1581443.750000 Penalty: 4701.770020
	Iteration 80F: 3 clusters Score -1581444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1581447.250000 Penalty: 4701.770020
	Iteration 81Q: 3 clusters Score -1581447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1581451.500000 Penalty: 4701.770020
	Iteration 82Q: 3 clusters Score -1581452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1581454.750000 Penalty: 4701.770020
	Iteration 83Q: 3 clusters Score -1581455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1581460.750000 Penalty: 4701.770020
	Iteration 84Q: 3 clusters Score -1581461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1581463.500000 Penalty: 4701.770020
	Iteration 85Q: 3 clusters Score -1581464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1581472.250000 Penalty: 4701.770020
	Iteration 86Q: 3 clusters Score -1581472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1581470.875000 Penalty: 4701.770020
	Iteration 87Q: 3 clusters Score -1581471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1581469.875000 Penalty: 4701.770020
	Iteration 88Q: 3 clusters Score -1581470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1581470.875000 Penalty: 4701.770020
	Iteration 89Q: 3 clusters Score -1581471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1581469.000000 Penalty: 4701.770020
	Iteration 90Q: 3 clusters Score -1581469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1581471.375000 Penalty: 4701.770020
	Iteration 91Q: 3 clusters Score -1581471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1581473.750000 Penalty: 4701.770020
	Iteration 92Q: 3 clusters Score -1581474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1581473.750000 Penalty: 4701.770020
	Iteration 93F: 3 clusters Score -1581474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Entering Unmasked Estep 
Score: -620145.000000 Penalty: 2100.896973
	Iteration 0F: 2 clusters Score -620145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -615774.062500 Penalty: 4201.793945
	Iteration 0F: 3 clusters Score -615774.1 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -616767.125000 Penalty: 4201.793945
	Iteration 1F: 3 clusters Score -616767.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -616946.500000 Penalty: 4201.793945
	Iteration 2F: 3 clusters Score -616946.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -617049.812500 Penalty: 4201.793945
	Iteration 3Q: 3 clusters Score -617049.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -617130.687500 Penalty: 4201.793945
	Iteration 4Q: 3 clusters Score -617130.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -617197.750000 Penalty: 4201.793945
	Iteration 5Q: 3 clusters Score -617197.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -617255.312500 Penalty: 4201.793945
	Iteration 6Q: 3 clusters Score -617255.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -617297.750000 Penalty: 4201.793945
	Iteration 7Q: 3 clusters Score -617297.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -617322.125000 Penalty: 4201.793945
	Iteration 8Q: 3 clusters Score -617322.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -617341.937500 Penalty: 4201.793945
	Iteration 9Q: 3 clusters Score -617341.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -617362.000000 Penalty: 4201.793945
	Iteration 10Q: 3 clusters Score -617362 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -617384.125000 Penalty: 4201.793945
	Iteration 11Q: 3 clusters Score -617384.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -617411.625000 Penalty: 4201.793945
	Iteration 12Q: 3 clusters Score -617411.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -617432.562500 Penalty: 4201.793945
	Iteration 13Q: 3 clusters Score -617432.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -617455.562500 Penalty: 4201.793945
	Iteration 14Q: 3 clusters Score -617455.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -617480.000000 Penalty: 4201.793945
	Iteration 15Q: 3 clusters Score -617480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -617507.500000 Penalty: 4201.793945
	Iteration 16Q: 3 clusters Score -617507.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -617524.250000 Penalty: 4201.793945
	Iteration 17Q: 3 clusters Score -617524.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -617538.687500 Penalty: 4201.793945
	Iteration 18Q: 3 clusters Score -617538.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -617553.625000 Penalty: 4201.793945
	Iteration 19Q: 3 clusters Score -617553.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -617568.875000 Penalty: 4201.793945
	Iteration 20F: 3 clusters Score -617568.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -617577.187500 Penalty: 4201.793945
	Iteration 21Q: 3 clusters Score -617577.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -617583.187500 Penalty: 4201.793945
	Iteration 22Q: 3 clusters Score -617583.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -617588.000000 Penalty: 4201.793945
	Iteration 23Q: 3 clusters Score -617588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -617597.750000 Penalty: 4201.793945
	Iteration 24Q: 3 clusters Score -617597.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -617604.187500 Penalty: 4201.793945
	Iteration 25Q: 3 clusters Score -617604.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -617611.500000 Penalty: 4201.793945
	Iteration 26Q: 3 clusters Score -617611.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -617621.000000 Penalty: 4201.793945
	Iteration 27Q: 3 clusters Score -617621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -617630.125000 Penalty: 4201.793945
	Iteration 28Q: 3 clusters Score -617630.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -617639.312500 Penalty: 4201.793945
	Iteration 29Q: 3 clusters Score -617639.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -617647.750000 Penalty: 4201.793945
	Iteration 30Q: 3 clusters Score -617647.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -617659.500000 Penalty: 4201.793945
	Iteration 31Q: 3 clusters Score -617659.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -617670.062500 Penalty: 4201.793945
	Iteration 32Q: 3 clusters Score -617670.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -617680.500000 Penalty: 4201.793945
	Iteration 33Q: 3 clusters Score -617680.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -617686.937500 Penalty: 4201.793945
	Iteration 34Q: 3 clusters Score -617686.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -617691.062500 Penalty: 4201.793945
	Iteration 35Q: 3 clusters Score -617691.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -617693.875000 Penalty: 4201.793945
	Iteration 36Q: 3 clusters Score -617693.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -617698.562500 Penalty: 4201.793945
	Iteration 37Q: 3 clusters Score -617698.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -617704.062500 Penalty: 4201.793945
	Iteration 38Q: 3 clusters Score -617704.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -617708.812500 Penalty: 4201.793945
	Iteration 39Q: 3 clusters Score -617708.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -617714.625000 Penalty: 4201.793945
	Iteration 40F: 3 clusters Score -617714.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -617722.312500 Penalty: 4201.793945
	Iteration 41Q: 3 clusters Score -617722.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -617729.062500 Penalty: 4201.793945
	Iteration 42Q: 3 clusters Score -617729.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -617734.625000 Penalty: 4201.793945
	Iteration 43Q: 3 clusters Score -617734.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -617740.250000 Penalty: 4201.793945
	Iteration 44Q: 3 clusters Score -617740.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -617744.687500 Penalty: 4201.793945
	Iteration 45Q: 3 clusters Score -617744.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -617751.125000 Penalty: 4201.793945
	Iteration 46Q: 3 clusters Score -617751.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -617757.250000 Penalty: 4201.793945
	Iteration 47Q: 3 clusters Score -617757.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -617766.125000 Penalty: 4201.793945
	Iteration 48Q: 3 clusters Score -617766.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -617779.062500 Penalty: 4201.793945
	Iteration 49Q: 3 clusters Score -617779.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -617787.937500 Penalty: 4201.793945
	Iteration 50Q: 3 clusters Score -617787.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -617800.125000 Penalty: 4201.793945
	Iteration 51Q: 3 clusters Score -617800.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -617815.312500 Penalty: 4201.793945
	Iteration 52Q: 3 clusters Score -617815.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -617831.312500 Penalty: 4201.793945
	Iteration 53Q: 3 clusters Score -617831.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -617850.250000 Penalty: 4201.793945
	Iteration 54Q: 3 clusters Score -617850.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -617863.250000 Penalty: 4201.793945
	Iteration 55Q: 3 clusters Score -617863.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -617869.312500 Penalty: 4201.793945
	Iteration 56Q: 3 clusters Score -617869.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -617878.375000 Penalty: 4201.793945
	Iteration 57Q: 3 clusters Score -617878.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -617884.375000 Penalty: 4201.793945
	Iteration 58Q: 3 clusters Score -617884.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -617895.937500 Penalty: 4201.793945
	Iteration 59Q: 3 clusters Score -617895.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -617909.562500 Penalty: 4201.793945
	Iteration 60F: 3 clusters Score -617909.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -617926.812500 Penalty: 4201.793945
	Iteration 61Q: 3 clusters Score -617926.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -617941.437500 Penalty: 4201.793945
	Iteration 62Q: 3 clusters Score -617941.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -617952.125000 Penalty: 4201.793945
	Iteration 63Q: 3 clusters Score -617952.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -617966.000000 Penalty: 4201.793945
	Iteration 64Q: 3 clusters Score -617966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -617976.562500 Penalty: 4201.793945
	Iteration 65Q: 3 clusters Score -617976.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -617979.937500 Penalty: 4201.793945
	Iteration 66Q: 3 clusters Score -617979.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -617986.812500 Penalty: 4201.793945
	Iteration 67Q: 3 clusters Score -617986.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -617992.875000 Penalty: 4201.793945
	Iteration 68Q: 3 clusters Score -617992.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -617998.125000 Penalty: 4201.793945
	Iteration 69Q: 3 clusters Score -617998.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -618001.500000 Penalty: 4201.793945
	Iteration 70Q: 3 clusters Score -618001.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -618004.937500 Penalty: 4201.793945
	Iteration 71Q: 3 clusters Score -618004.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -618008.562500 Penalty: 4201.793945
	Iteration 72Q: 3 clusters Score -618008.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -618013.875000 Penalty: 4201.793945
	Iteration 73Q: 3 clusters Score -618013.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -618018.250000 Penalty: 4201.793945
	Iteration 74Q: 3 clusters Score -618018.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -618023.875000 Penalty: 4201.793945
	Iteration 75Q: 3 clusters Score -618023.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -618028.187500 Penalty: 4201.793945
	Iteration 76Q: 3 clusters Score -618028.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -618034.812500 Penalty: 4201.793945
	Iteration 77Q: 3 clusters Score -618034.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -618041.875000 Penalty: 4201.793945
	Iteration 78Q: 3 clusters Score -618041.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -618046.000000 Penalty: 4201.793945
	Iteration 79Q: 3 clusters Score -618046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -618052.000000 Penalty: 4201.793945
	Iteration 80F: 3 clusters Score -618052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -618059.375000 Penalty: 4201.793945
	Iteration 81Q: 3 clusters Score -618059.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -618068.437500 Penalty: 4201.793945
	Iteration 82Q: 3 clusters Score -618068.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -618075.875000 Penalty: 4201.793945
	Iteration 83Q: 3 clusters Score -618075.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -618091.875000 Penalty: 4201.793945
	Iteration 84Q: 3 clusters Score -618091.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -618104.812500 Penalty: 4201.793945
	Iteration 85Q: 3 clusters Score -618104.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -618116.562500 Penalty: 4201.793945
	Iteration 86Q: 3 clusters Score -618116.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -618126.187500 Penalty: 4201.793945
	Iteration 87Q: 3 clusters Score -618126.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -618132.750000 Penalty: 4201.793945
	Iteration 88Q: 3 clusters Score -618132.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -618143.125000 Penalty: 4201.793945
	Iteration 89Q: 3 clusters Score -618143.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -618153.875000 Penalty: 4201.793945
	Iteration 90Q: 3 clusters Score -618153.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -618160.750000 Penalty: 4201.793945
	Iteration 91Q: 3 clusters Score -618160.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -618164.312500 Penalty: 4201.793945
	Iteration 92Q: 3 clusters Score -618164.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -618168.312500 Penalty: 4201.793945
	Iteration 93Q: 3 clusters Score -618168.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -618170.687500 Penalty: 4201.793945
	Iteration 94Q: 3 clusters Score -618170.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -618172.375000 Penalty: 4201.793945
	Iteration 95Q: 3 clusters Score -618172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -618173.687500 Penalty: 4201.793945
	Iteration 96Q: 3 clusters Score -618173.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -618173.375000 Penalty: 4201.793945
	Iteration 97Q: 3 clusters Score -618173.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -618173.312500 Penalty: 4201.793945
	Iteration 98Q: 3 clusters Score -618173.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -618173.625000 Penalty: 4201.793945
	Iteration 99Q: 3 clusters Score -618173.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -618174.375000 Penalty: 4201.793945
	Iteration 100F: 3 clusters Score -618174.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -618176.187500 Penalty: 4201.793945
	Iteration 101Q: 3 clusters Score -618176.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -618176.187500 Penalty: 4201.793945
	Iteration 102F: 3 clusters Score -618176.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -253401.890625 Penalty: 1901.455200
	Iteration 0F: 2 clusters Score -253401.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -250711.843750 Penalty: 3802.910400
	Iteration 0F: 3 clusters Score -250711.8 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -251360.828125 Penalty: 3802.910400
	Iteration 1F: 3 clusters Score -251360.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -251595.281250 Penalty: 3802.910400
	Iteration 2F: 3 clusters Score -251595.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -251752.359375 Penalty: 3802.910400
	Iteration 3F: 3 clusters Score -251752.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -251854.000000 Penalty: 3802.910400
	Iteration 4Q: 3 clusters Score -251854 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -251947.984375 Penalty: 3802.910400
	Iteration 5Q: 3 clusters Score -251948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -252045.671875 Penalty: 3802.910400
	Iteration 6Q: 3 clusters Score -252045.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -252127.859375 Penalty: 3802.910400
	Iteration 7Q: 3 clusters Score -252127.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -252188.812500 Penalty: 3802.910400
	Iteration 8Q: 3 clusters Score -252188.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -252236.968750 Penalty: 3802.910400
	Iteration 9Q: 3 clusters Score -252237 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -252291.187500 Penalty: 3802.910400
	Iteration 10Q: 3 clusters Score -252291.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -252342.578125 Penalty: 3802.910400
	Iteration 11Q: 3 clusters Score -252342.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -252379.921875 Penalty: 3802.910400
	Iteration 12Q: 3 clusters Score -252379.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -252403.781250 Penalty: 3802.910400
	Iteration 13Q: 3 clusters Score -252403.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -252417.546875 Penalty: 3802.910400
	Iteration 14Q: 3 clusters Score -252417.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -252424.953125 Penalty: 3802.910400
	Iteration 15Q: 3 clusters Score -252425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -252431.531250 Penalty: 3802.910400
	Iteration 16Q: 3 clusters Score -252431.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -252437.140625 Penalty: 3802.910400
	Iteration 17Q: 3 clusters Score -252437.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -252447.375000 Penalty: 3802.910400
	Iteration 18Q: 3 clusters Score -252447.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -252457.578125 Penalty: 3802.910400
	Iteration 19Q: 3 clusters Score -252457.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -252467.843750 Penalty: 3802.910400
	Iteration 20F: 3 clusters Score -252467.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -252477.906250 Penalty: 3802.910400
	Iteration 21Q: 3 clusters Score -252477.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -252482.296875 Penalty: 3802.910400
	Iteration 22Q: 3 clusters Score -252482.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -252483.937500 Penalty: 3802.910400
	Iteration 23Q: 3 clusters Score -252483.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -252485.484375 Penalty: 3802.910400
	Iteration 24Q: 3 clusters Score -252485.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -252487.515625 Penalty: 3802.910400
	Iteration 25Q: 3 clusters Score -252487.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -252488.296875 Penalty: 3802.910400
	Iteration 26Q: 3 clusters Score -252488.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -252488.296875 Penalty: 3802.910400
	Iteration 27F: 3 clusters Score -252488.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -34302.925781 Penalty: 1449.198975
	Iteration 0F: 2 clusters Score -34302.93 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 178 members 
Entering Unmasked Estep 
Score: -33059.867188 Penalty: 2898.397949
	Iteration 0F: 3 clusters Score -33059.87 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33297.664062 Penalty: 2898.397949
	Iteration 1F: 3 clusters Score -33297.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33372.316406 Penalty: 2898.397949
	Iteration 2F: 3 clusters Score -33372.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33426.898438 Penalty: 2898.397949
	Iteration 3Q: 3 clusters Score -33426.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33440.523438 Penalty: 2898.397949
	Iteration 4Q: 3 clusters Score -33440.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33441.621094 Penalty: 2898.397949
	Iteration 5Q: 3 clusters Score -33441.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33441.621094 Penalty: 2898.397949
	Iteration 6F: 3 clusters Score -33441.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Entering Unmasked Estep 
Score: -294322.062500 Penalty: 1912.019653
	Iteration 0F: 2 clusters Score -294322.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -291577.562500 Penalty: 3824.039307
	Iteration 0F: 3 clusters Score -291577.6 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -292069.968750 Penalty: 3824.039307
	Iteration 1F: 3 clusters Score -292070 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -292183.937500 Penalty: 3824.039307
	Iteration 2F: 3 clusters Score -292183.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -292261.000000 Penalty: 3824.039307
	Iteration 3Q: 3 clusters Score -292261 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -292300.812500 Penalty: 3824.039307
	Iteration 4Q: 3 clusters Score -292300.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -292335.937500 Penalty: 3824.039307
	Iteration 5Q: 3 clusters Score -292335.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -292369.125000 Penalty: 3824.039307
	Iteration 6Q: 3 clusters Score -292369.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -292394.312500 Penalty: 3824.039307
	Iteration 7Q: 3 clusters Score -292394.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -292412.593750 Penalty: 3824.039307
	Iteration 8Q: 3 clusters Score -292412.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -292428.000000 Penalty: 3824.039307
	Iteration 9Q: 3 clusters Score -292428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -292446.218750 Penalty: 3824.039307
	Iteration 10Q: 3 clusters Score -292446.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -292466.625000 Penalty: 3824.039307
	Iteration 11Q: 3 clusters Score -292466.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -292481.750000 Penalty: 3824.039307
	Iteration 12Q: 3 clusters Score -292481.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -292495.562500 Penalty: 3824.039307
	Iteration 13Q: 3 clusters Score -292495.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -292505.281250 Penalty: 3824.039307
	Iteration 14Q: 3 clusters Score -292505.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -292521.843750 Penalty: 3824.039307
	Iteration 15Q: 3 clusters Score -292521.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -292540.562500 Penalty: 3824.039307
	Iteration 16Q: 3 clusters Score -292540.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -292550.500000 Penalty: 3824.039307
	Iteration 17Q: 3 clusters Score -292550.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -292564.156250 Penalty: 3824.039307
	Iteration 18Q: 3 clusters Score -292564.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -292575.531250 Penalty: 3824.039307
	Iteration 19Q: 3 clusters Score -292575.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -292588.062500 Penalty: 3824.039307
	Iteration 20F: 3 clusters Score -292588.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -292598.156250 Penalty: 3824.039307
	Iteration 21Q: 3 clusters Score -292598.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -292607.781250 Penalty: 3824.039307
	Iteration 22Q: 3 clusters Score -292607.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -292616.812500 Penalty: 3824.039307
	Iteration 23Q: 3 clusters Score -292616.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -292623.812500 Penalty: 3824.039307
	Iteration 24Q: 3 clusters Score -292623.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -292636.187500 Penalty: 3824.039307
	Iteration 25Q: 3 clusters Score -292636.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -292655.531250 Penalty: 3824.039307
	Iteration 26Q: 3 clusters Score -292655.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -292667.812500 Penalty: 3824.039307
	Iteration 27Q: 3 clusters Score -292667.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -292701.031250 Penalty: 3824.039307
	Iteration 28Q: 3 clusters Score -292701 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -292750.593750 Penalty: 3824.039307
	Iteration 29Q: 3 clusters Score -292750.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -292817.937500 Penalty: 3824.039307
	Iteration 30Q: 3 clusters Score -292817.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -292893.843750 Penalty: 3824.039307
	Iteration 31Q: 3 clusters Score -292893.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -292996.718750 Penalty: 3824.039307
	Iteration 32Q: 3 clusters Score -292996.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -293085.750000 Penalty: 3824.039307
	Iteration 33Q: 3 clusters Score -293085.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -293185.750000 Penalty: 3824.039307
	Iteration 34Q: 3 clusters Score -293185.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -293267.718750 Penalty: 3824.039307
	Iteration 35Q: 3 clusters Score -293267.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -293325.406250 Penalty: 3824.039307
	Iteration 36Q: 3 clusters Score -293325.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -293370.281250 Penalty: 3824.039307
	Iteration 37Q: 3 clusters Score -293370.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -293420.218750 Penalty: 3824.039307
	Iteration 38Q: 3 clusters Score -293420.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -293481.718750 Penalty: 3824.039307
	Iteration 39Q: 3 clusters Score -293481.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -293528.000000 Penalty: 3824.039307
	Iteration 40F: 3 clusters Score -293528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -293586.218750 Penalty: 3824.039307
	Iteration 41Q: 3 clusters Score -293586.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -293635.687500 Penalty: 3824.039307
	Iteration 42Q: 3 clusters Score -293635.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -293662.000000 Penalty: 3824.039307
	Iteration 43Q: 3 clusters Score -293662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -293670.906250 Penalty: 3824.039307
	Iteration 44Q: 3 clusters Score -293670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -293675.406250 Penalty: 3824.039307
	Iteration 45Q: 3 clusters Score -293675.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -293681.250000 Penalty: 3824.039307
	Iteration 46Q: 3 clusters Score -293681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -293682.937500 Penalty: 3824.039307
	Iteration 47Q: 3 clusters Score -293682.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -293682.937500 Penalty: 3824.039307
	Iteration 48F: 3 clusters Score -293682.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -82243.679688 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -82243.68 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 364 members 
Entering Unmasked Estep 
Score: -80612.765625 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -80612.77 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80944.179688 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -80944.18 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -81127.351562 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -81127.35 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -81256.531250 Penalty: 3257.069580
	Iteration 3Q: 3 clusters Score -81256.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -81348.085938 Penalty: 3257.069580
	Iteration 4Q: 3 clusters Score -81348.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -81398.632812 Penalty: 3257.069580
	Iteration 5Q: 3 clusters Score -81398.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81427.765625 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -81427.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -81448.765625 Penalty: 3257.069580
	Iteration 7Q: 3 clusters Score -81448.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -81462.007812 Penalty: 3257.069580
	Iteration 8Q: 3 clusters Score -81462.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -81475.992188 Penalty: 3257.069580
	Iteration 9Q: 3 clusters Score -81475.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -81494.281250 Penalty: 3257.069580
	Iteration 10Q: 3 clusters Score -81494.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -81503.921875 Penalty: 3257.069580
	Iteration 11Q: 3 clusters Score -81503.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81516.335938 Penalty: 3257.069580
	Iteration 12Q: 3 clusters Score -81516.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -81529.117188 Penalty: 3257.069580
	Iteration 13Q: 3 clusters Score -81529.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81534.695312 Penalty: 3257.069580
	Iteration 14Q: 3 clusters Score -81534.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81538.148438 Penalty: 3257.069580
	Iteration 15Q: 3 clusters Score -81538.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -81546.375000 Penalty: 3257.069580
	Iteration 16Q: 3 clusters Score -81546.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -81564.875000 Penalty: 3257.069580
	Iteration 17Q: 3 clusters Score -81564.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -81616.851562 Penalty: 3257.069580
	Iteration 18Q: 3 clusters Score -81616.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81664.570312 Penalty: 3257.069580
	Iteration 19Q: 3 clusters Score -81664.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -81702.015625 Penalty: 3257.069580
	Iteration 20F: 3 clusters Score -81702.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -81741.710938 Penalty: 3257.069580
	Iteration 21Q: 3 clusters Score -81741.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -81784.687500 Penalty: 3257.069580
	Iteration 22Q: 3 clusters Score -81784.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -81805.796875 Penalty: 3257.069580
	Iteration 23Q: 3 clusters Score -81805.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81811.296875 Penalty: 3257.069580
	Iteration 24Q: 3 clusters Score -81811.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81811.296875 Penalty: 3257.069580
	Iteration 25F: 3 clusters Score -81811.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Entering Unmasked Estep 
Score: -1309801.625000 Penalty: 2292.072266
	Iteration 0F: 2 clusters Score -1309802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1301981.625000 Penalty: 4584.144531
	Iteration 0F: 3 clusters Score -1301982 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1304257.625000 Penalty: 4584.144531
	Iteration 1F: 3 clusters Score -1304258 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1304651.125000 Penalty: 4584.144531
	Iteration 2F: 3 clusters Score -1304651 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1304958.500000 Penalty: 4584.144531
	Iteration 3F: 3 clusters Score -1304958 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1305235.500000 Penalty: 4584.144531
	Iteration 4F: 3 clusters Score -1305236 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1305500.250000 Penalty: 4584.144531
	Iteration 5Q: 3 clusters Score -1305500 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1305738.000000 Penalty: 4584.144531
	Iteration 6Q: 3 clusters Score -1305738 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1305944.500000 Penalty: 4584.144531
	Iteration 7Q: 3 clusters Score -1305944 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1306128.750000 Penalty: 4584.144531
	Iteration 8Q: 3 clusters Score -1306129 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1306278.500000 Penalty: 4584.144531
	Iteration 9Q: 3 clusters Score -1306278 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1306411.000000 Penalty: 4584.144531
	Iteration 10Q: 3 clusters Score -1306411 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1306553.125000 Penalty: 4584.144531
	Iteration 11Q: 3 clusters Score -1306553 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1306674.500000 Penalty: 4584.144531
	Iteration 12Q: 3 clusters Score -1306674 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1306773.625000 Penalty: 4584.144531
	Iteration 13Q: 3 clusters Score -1306774 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1306870.875000 Penalty: 4584.144531
	Iteration 14Q: 3 clusters Score -1306871 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1306967.875000 Penalty: 4584.144531
	Iteration 15Q: 3 clusters Score -1306968 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1307046.250000 Penalty: 4584.144531
	Iteration 16Q: 3 clusters Score -1307046 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1307127.250000 Penalty: 4584.144531
	Iteration 17Q: 3 clusters Score -1307127 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1307204.250000 Penalty: 4584.144531
	Iteration 18Q: 3 clusters Score -1307204 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1307263.000000 Penalty: 4584.144531
	Iteration 19Q: 3 clusters Score -1307263 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1307297.375000 Penalty: 4584.144531
	Iteration 20F: 3 clusters Score -1307297 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1307317.125000 Penalty: 4584.144531
	Iteration 21Q: 3 clusters Score -1307317 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1307342.875000 Penalty: 4584.144531
	Iteration 22Q: 3 clusters Score -1307343 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1307363.875000 Penalty: 4584.144531
	Iteration 23Q: 3 clusters Score -1307364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1307393.875000 Penalty: 4584.144531
	Iteration 24Q: 3 clusters Score -1307394 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1307418.625000 Penalty: 4584.144531
	Iteration 25Q: 3 clusters Score -1307419 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1307434.250000 Penalty: 4584.144531
	Iteration 26Q: 3 clusters Score -1307434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1307455.125000 Penalty: 4584.144531
	Iteration 27Q: 3 clusters Score -1307455 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1307472.250000 Penalty: 4584.144531
	Iteration 28Q: 3 clusters Score -1307472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1307479.375000 Penalty: 4584.144531
	Iteration 29Q: 3 clusters Score -1307479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1307491.750000 Penalty: 4584.144531
	Iteration 30Q: 3 clusters Score -1307492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1307503.875000 Penalty: 4584.144531
	Iteration 31Q: 3 clusters Score -1307504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1307514.500000 Penalty: 4584.144531
	Iteration 32Q: 3 clusters Score -1307514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1307524.125000 Penalty: 4584.144531
	Iteration 33Q: 3 clusters Score -1307524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1307535.750000 Penalty: 4584.144531
	Iteration 34Q: 3 clusters Score -1307536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1307543.375000 Penalty: 4584.144531
	Iteration 35Q: 3 clusters Score -1307543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1307554.375000 Penalty: 4584.144531
	Iteration 36Q: 3 clusters Score -1307554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1307566.000000 Penalty: 4584.144531
	Iteration 37Q: 3 clusters Score -1307566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1307577.750000 Penalty: 4584.144531
	Iteration 38Q: 3 clusters Score -1307578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1307585.750000 Penalty: 4584.144531
	Iteration 39Q: 3 clusters Score -1307586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1307589.250000 Penalty: 4584.144531
	Iteration 40F: 3 clusters Score -1307589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1307599.125000 Penalty: 4584.144531
	Iteration 41Q: 3 clusters Score -1307599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1307601.375000 Penalty: 4584.144531
	Iteration 42Q: 3 clusters Score -1307601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1307603.625000 Penalty: 4584.144531
	Iteration 43Q: 3 clusters Score -1307604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1307605.750000 Penalty: 4584.144531
	Iteration 44Q: 3 clusters Score -1307606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1307605.500000 Penalty: 4584.144531
	Iteration 45Q: 3 clusters Score -1307606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1307610.000000 Penalty: 4584.144531
	Iteration 46Q: 3 clusters Score -1307610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1307614.375000 Penalty: 4584.144531
	Iteration 47Q: 3 clusters Score -1307614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1307618.625000 Penalty: 4584.144531
	Iteration 48Q: 3 clusters Score -1307619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1307621.000000 Penalty: 4584.144531
	Iteration 49Q: 3 clusters Score -1307621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1307624.250000 Penalty: 4584.144531
	Iteration 50Q: 3 clusters Score -1307624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1307627.625000 Penalty: 4584.144531
	Iteration 51Q: 3 clusters Score -1307628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1307623.250000 Penalty: 4584.144531
	Iteration 52Q: 3 clusters Score -1307623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1307627.000000 Penalty: 4584.144531
	Iteration 53Q: 3 clusters Score -1307627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1307628.625000 Penalty: 4584.144531
	Iteration 54Q: 3 clusters Score -1307629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1307638.250000 Penalty: 4584.144531
	Iteration 55Q: 3 clusters Score -1307638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1307641.750000 Penalty: 4584.144531
	Iteration 56Q: 3 clusters Score -1307642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1307642.875000 Penalty: 4584.144531
	Iteration 57Q: 3 clusters Score -1307643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1307644.750000 Penalty: 4584.144531
	Iteration 58Q: 3 clusters Score -1307645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1307648.125000 Penalty: 4584.144531
	Iteration 59Q: 3 clusters Score -1307648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1307648.875000 Penalty: 4584.144531
	Iteration 60F: 3 clusters Score -1307649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1307647.750000 Penalty: 4584.144531
	Iteration 61Q: 3 clusters Score -1307648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1307647.375000 Penalty: 4584.144531
	Iteration 62Q: 3 clusters Score -1307647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1307649.750000 Penalty: 4584.144531
	Iteration 63Q: 3 clusters Score -1307650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1307651.000000 Penalty: 4584.144531
	Iteration 64Q: 3 clusters Score -1307651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1307650.375000 Penalty: 4584.144531
	Iteration 65Q: 3 clusters Score -1307650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1307650.375000 Penalty: 4584.144531
	Iteration 66F: 3 clusters Score -1307650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -319978.781250 Penalty: 1937.971191
	Iteration 0F: 2 clusters Score -319978.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -317062.156250 Penalty: 3875.942383
	Iteration 0F: 3 clusters Score -317062.2 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -317594.750000 Penalty: 3875.942383
	Iteration 1F: 3 clusters Score -317594.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -317734.062500 Penalty: 3875.942383
	Iteration 2F: 3 clusters Score -317734.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -317810.656250 Penalty: 3875.942383
	Iteration 3Q: 3 clusters Score -317810.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -317868.687500 Penalty: 3875.942383
	Iteration 4Q: 3 clusters Score -317868.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -317902.656250 Penalty: 3875.942383
	Iteration 5Q: 3 clusters Score -317902.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -317928.000000 Penalty: 3875.942383
	Iteration 6Q: 3 clusters Score -317928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -317945.812500 Penalty: 3875.942383
	Iteration 7Q: 3 clusters Score -317945.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -317963.500000 Penalty: 3875.942383
	Iteration 8Q: 3 clusters Score -317963.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -317979.843750 Penalty: 3875.942383
	Iteration 9Q: 3 clusters Score -317979.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -317992.656250 Penalty: 3875.942383
	Iteration 10Q: 3 clusters Score -317992.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -318000.093750 Penalty: 3875.942383
	Iteration 11Q: 3 clusters Score -318000.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -318005.406250 Penalty: 3875.942383
	Iteration 12Q: 3 clusters Score -318005.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -318011.750000 Penalty: 3875.942383
	Iteration 13Q: 3 clusters Score -318011.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -318018.437500 Penalty: 3875.942383
	Iteration 14Q: 3 clusters Score -318018.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -318024.156250 Penalty: 3875.942383
	Iteration 15Q: 3 clusters Score -318024.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -318026.156250 Penalty: 3875.942383
	Iteration 16Q: 3 clusters Score -318026.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -318027.312500 Penalty: 3875.942383
	Iteration 17Q: 3 clusters Score -318027.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -318027.937500 Penalty: 3875.942383
	Iteration 18Q: 3 clusters Score -318027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -318029.531250 Penalty: 3875.942383
	Iteration 19Q: 3 clusters Score -318029.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -318029.531250 Penalty: 3875.942383
	Iteration 20F: 3 clusters Score -318029.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Entering Unmasked Estep 
Score: -1043686.125000 Penalty: 2244.791748
	Iteration 0F: 2 clusters Score -1043686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1036851.937500 Penalty: 4489.583496
	Iteration 0F: 3 clusters Score -1036852 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1038884.062500 Penalty: 4489.583496
	Iteration 1F: 3 clusters Score -1038884 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1039292.687500 Penalty: 4489.583496
	Iteration 2F: 3 clusters Score -1039293 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1039635.062500 Penalty: 4489.583496
	Iteration 3F: 3 clusters Score -1039635 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1039930.375000 Penalty: 4489.583496
	Iteration 4F: 3 clusters Score -1039930 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1040210.812500 Penalty: 4489.583496
	Iteration 5F: 3 clusters Score -1040211 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1040477.437500 Penalty: 4489.583496
	Iteration 6Q: 3 clusters Score -1040477 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1040765.500000 Penalty: 4489.583496
	Iteration 7Q: 3 clusters Score -1040766 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1041033.062500 Penalty: 4489.583496
	Iteration 8Q: 3 clusters Score -1041033 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1041303.625000 Penalty: 4489.583496
	Iteration 9Q: 3 clusters Score -1041304 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1041518.875000 Penalty: 4489.583496
	Iteration 10Q: 3 clusters Score -1041519 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1041697.062500 Penalty: 4489.583496
	Iteration 11Q: 3 clusters Score -1041697 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1041839.750000 Penalty: 4489.583496
	Iteration 12Q: 3 clusters Score -1041840 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1041939.187500 Penalty: 4489.583496
	Iteration 13Q: 3 clusters Score -1041939 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1042029.937500 Penalty: 4489.583496
	Iteration 14Q: 3 clusters Score -1042030 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1042101.687500 Penalty: 4489.583496
	Iteration 15Q: 3 clusters Score -1042102 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1042153.937500 Penalty: 4489.583496
	Iteration 16Q: 3 clusters Score -1042154 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1042199.437500 Penalty: 4489.583496
	Iteration 17Q: 3 clusters Score -1042199 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1042232.187500 Penalty: 4489.583496
	Iteration 18Q: 3 clusters Score -1042232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1042264.562500 Penalty: 4489.583496
	Iteration 19Q: 3 clusters Score -1042265 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1042283.500000 Penalty: 4489.583496
	Iteration 20F: 3 clusters Score -1042284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1042300.937500 Penalty: 4489.583496
	Iteration 21Q: 3 clusters Score -1042301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1042311.500000 Penalty: 4489.583496
	Iteration 22Q: 3 clusters Score -1042312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1042317.687500 Penalty: 4489.583496
	Iteration 23Q: 3 clusters Score -1042318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1042325.312500 Penalty: 4489.583496
	Iteration 24Q: 3 clusters Score -1042325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1042330.125000 Penalty: 4489.583496
	Iteration 25Q: 3 clusters Score -1042330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1042332.250000 Penalty: 4489.583496
	Iteration 26Q: 3 clusters Score -1042332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1042341.437500 Penalty: 4489.583496
	Iteration 27Q: 3 clusters Score -1042341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1042343.562500 Penalty: 4489.583496
	Iteration 28Q: 3 clusters Score -1042344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1042348.937500 Penalty: 4489.583496
	Iteration 29Q: 3 clusters Score -1042349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1042350.250000 Penalty: 4489.583496
	Iteration 30Q: 3 clusters Score -1042350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1042355.937500 Penalty: 4489.583496
	Iteration 31Q: 3 clusters Score -1042356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1042357.687500 Penalty: 4489.583496
	Iteration 32Q: 3 clusters Score -1042358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1042358.875000 Penalty: 4489.583496
	Iteration 33Q: 3 clusters Score -1042359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1042359.187500 Penalty: 4489.583496
	Iteration 34Q: 3 clusters Score -1042359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1042363.312500 Penalty: 4489.583496
	Iteration 35Q: 3 clusters Score -1042363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1042364.000000 Penalty: 4489.583496
	Iteration 36Q: 3 clusters Score -1042364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1042365.062500 Penalty: 4489.583496
	Iteration 37Q: 3 clusters Score -1042365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1042367.187500 Penalty: 4489.583496
	Iteration 38Q: 3 clusters Score -1042367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1042366.437500 Penalty: 4489.583496
	Iteration 39Q: 3 clusters Score -1042366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1042369.750000 Penalty: 4489.583496
	Iteration 40F: 3 clusters Score -1042370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1042370.437500 Penalty: 4489.583496
	Iteration 41Q: 3 clusters Score -1042370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1042370.937500 Penalty: 4489.583496
	Iteration 42Q: 3 clusters Score -1042371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1042372.750000 Penalty: 4489.583496
	Iteration 43Q: 3 clusters Score -1042373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1042371.750000 Penalty: 4489.583496
	Iteration 44Q: 3 clusters Score -1042372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1042371.312500 Penalty: 4489.583496
	Iteration 45Q: 3 clusters Score -1042371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1042371.437500 Penalty: 4489.583496
	Iteration 46Q: 3 clusters Score -1042371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1042371.437500 Penalty: 4489.583496
	Iteration 47F: 3 clusters Score -1042371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -50028.710938 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -50028.71 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 228 members 
Entering Unmasked Estep 
Score: -48567.488281 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -48567.49 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48723.933594 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -48723.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48766.425781 Penalty: 2995.966309
	Iteration 2Q: 3 clusters Score -48766.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48778.394531 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -48778.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48778.394531 Penalty: 2995.966309
	Iteration 4F: 3 clusters Score -48778.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (44046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Entering Unmasked Estep 
Score: -5781432.500000 Penalty: 2651.861328
	Iteration 0F: 2 clusters Score -5781432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -5751749.500000 Penalty: 5303.722656
	Iteration 0F: 3 clusters Score -5751750 nChanged 20182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -5762887.000000 Penalty: 5303.722656
	Iteration 1F: 3 clusters Score -5762887 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -5763655.500000 Penalty: 5303.722656
	Iteration 2Q: 3 clusters Score -5763656 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -5764818.000000 Penalty: 5303.722656
	Iteration 3F: 3 clusters Score -5764818 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -5766509.000000 Penalty: 5303.722656
	Iteration 4F: 3 clusters Score -5766509 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -5768963.500000 Penalty: 5303.722656
	Iteration 5F: 3 clusters Score -5768964 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -5771785.500000 Penalty: 5303.722656
	Iteration 6F: 3 clusters Score -5771786 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -5774304.500000 Penalty: 5303.722656
	Iteration 7F: 3 clusters Score -5774304 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -5776118.500000 Penalty: 5303.722656
	Iteration 8F: 3 clusters Score -5776118 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -5777303.500000 Penalty: 5303.722656
	Iteration 9Q: 3 clusters Score -5777304 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -5778069.500000 Penalty: 5303.722656
	Iteration 10Q: 3 clusters Score -5778070 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -5778562.500000 Penalty: 5303.722656
	Iteration 11Q: 3 clusters Score -5778562 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -5778812.500000 Penalty: 5303.722656
	Iteration 12Q: 3 clusters Score -5778812 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -5778934.000000 Penalty: 5303.722656
	Iteration 13Q: 3 clusters Score -5778934 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -5779013.500000 Penalty: 5303.722656
	Iteration 14Q: 3 clusters Score -5779014 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -5779049.500000 Penalty: 5303.722656
	Iteration 15Q: 3 clusters Score -5779050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -5779063.500000 Penalty: 5303.722656
	Iteration 16Q: 3 clusters Score -5779064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -5779094.000000 Penalty: 5303.722656
	Iteration 17Q: 3 clusters Score -5779094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -5779109.000000 Penalty: 5303.722656
	Iteration 18Q: 3 clusters Score -5779109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -5779123.000000 Penalty: 5303.722656
	Iteration 19Q: 3 clusters Score -5779123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -5779129.000000 Penalty: 5303.722656
	Iteration 20F: 3 clusters Score -5779129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -5779143.500000 Penalty: 5303.722656
	Iteration 21Q: 3 clusters Score -5779144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -5779144.500000 Penalty: 5303.722656
	Iteration 22Q: 3 clusters Score -5779144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -5779148.500000 Penalty: 5303.722656
	Iteration 23Q: 3 clusters Score -5779148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -5779147.500000 Penalty: 5303.722656
	Iteration 24Q: 3 clusters Score -5779148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -5779147.500000 Penalty: 5303.722656
	Iteration 25F: 3 clusters Score -5779148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -60976.957031 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -60976.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -59511.664062 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -59511.66 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59766.281250 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -59766.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59917.324219 Penalty: 3100.944336
	Iteration 2F: 3 clusters Score -59917.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60034.203125 Penalty: 3100.944336
	Iteration 3F: 3 clusters Score -60034.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60126.417969 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -60126.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60339.800781 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -60339.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60429.726562 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -60429.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60540.156250 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -60540.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60651.742188 Penalty: 3100.944336
	Iteration 8Q: 3 clusters Score -60651.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -60682.093750 Penalty: 3100.944336
	Iteration 9Q: 3 clusters Score -60682.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -60687.664062 Penalty: 3100.944336
	Iteration 10Q: 3 clusters Score -60687.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -60690.085938 Penalty: 3100.944336
	Iteration 11Q: 3 clusters Score -60690.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -60690.085938 Penalty: 3100.944336
	Iteration 12F: 3 clusters Score -60690.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -56013.648438 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -56013.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54556.167969 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -54556.17 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54713.804688 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -54713.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54803.207031 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -54803.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54843.699219 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -54843.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54890.031250 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -54890.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54905.765625 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -54905.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -54920.542969 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -54920.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54951.910156 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -54951.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54975.992188 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -54975.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -55002.093750 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -55002.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -55048.703125 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -55048.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55096.800781 Penalty: 3072.425049
	Iteration 11Q: 3 clusters Score -55096.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55116.882812 Penalty: 3072.425049
	Iteration 12Q: 3 clusters Score -55116.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55138.023438 Penalty: 3072.425049
	Iteration 13Q: 3 clusters Score -55138.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55194.820312 Penalty: 3072.425049
	Iteration 14Q: 3 clusters Score -55194.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55246.128906 Penalty: 3072.425049
	Iteration 15Q: 3 clusters Score -55246.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -55358.835938 Penalty: 3072.425049
	Iteration 16Q: 3 clusters Score -55358.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55439.433594 Penalty: 3072.425049
	Iteration 17Q: 3 clusters Score -55439.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55504.894531 Penalty: 3072.425049
	Iteration 18Q: 3 clusters Score -55504.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55597.566406 Penalty: 3072.425049
	Iteration 19Q: 3 clusters Score -55597.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55746.996094 Penalty: 3072.425049
	Iteration 20F: 3 clusters Score -55747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55937.242188 Penalty: 3072.425049
	Iteration 21Q: 3 clusters Score -55937.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56066.261719 Penalty: 3072.425049
	Iteration 22Q: 3 clusters Score -56066.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56206.996094 Penalty: 3072.425049
	Iteration 23Q: 3 clusters Score -56207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56371.031250 Penalty: 3072.425049
	Iteration 24Q: 3 clusters Score -56371.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56437.425781 Penalty: 3072.425049
	Iteration 25Q: 3 clusters Score -56437.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56510.113281 Penalty: 3072.425049
	Iteration 26Q: 3 clusters Score -56510.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56546.710938 Penalty: 3072.425049
	Iteration 27Q: 3 clusters Score -56546.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56590.964844 Penalty: 3072.425049
	Iteration 28Q: 3 clusters Score -56590.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56651.503906 Penalty: 3072.425049
	Iteration 29Q: 3 clusters Score -56651.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56666.339844 Penalty: 3072.425049
	Iteration 30Q: 3 clusters Score -56666.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56671.730469 Penalty: 3072.425049
	Iteration 31Q: 3 clusters Score -56671.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56675.550781 Penalty: 3072.425049
	Iteration 32Q: 3 clusters Score -56675.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56684.644531 Penalty: 3072.425049
	Iteration 33F: 3 clusters Score -56684.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56697.710938 Penalty: 3072.425049
	Iteration 34Q: 3 clusters Score -56697.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56704.925781 Penalty: 3072.425049
	Iteration 35Q: 3 clusters Score -56704.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56725.886719 Penalty: 3072.425049
	Iteration 36Q: 3 clusters Score -56725.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -56731.781250 Penalty: 3072.425049
	Iteration 37Q: 3 clusters Score -56731.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -56731.781250 Penalty: 3072.425049
	Iteration 38F: 3 clusters Score -56731.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97146 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22323 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36608 members 
Mstep: Class 9 contains 9115 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8690 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32654 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5401 members 
Mstep: Class 17 contains 5414 members 
Mstep: Class 18 contains 26416 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13703 members 
Mstep: Class 22 contains 3548 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13087 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 2137 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8532 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44046 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 1155 members 
Mstep: Class 39 contains 530 members 
Mstep: Class 40 contains 274 members 
Entering Unmasked Estep 
Score: -73859264.000000 Penalty: 131636.281250
Splitting cluster 37 changes total score from -73860344.000000 to -73859264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (1155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Entering Unmasked Estep 
Score: -133317.125000 Penalty: 1748.860229
	Iteration 0F: 2 clusters Score -133317.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -131300.359375 Penalty: 3497.720459
	Iteration 0F: 3 clusters Score -131300.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -131644.296875 Penalty: 3497.720459
	Iteration 1F: 3 clusters Score -131644.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -131746.593750 Penalty: 3497.720459
	Iteration 2F: 3 clusters Score -131746.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -131818.250000 Penalty: 3497.720459
	Iteration 3Q: 3 clusters Score -131818.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -131893.640625 Penalty: 3497.720459
	Iteration 4Q: 3 clusters Score -131893.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -131974.015625 Penalty: 3497.720459
	Iteration 5Q: 3 clusters Score -131974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -132072.812500 Penalty: 3497.720459
	Iteration 6Q: 3 clusters Score -132072.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -132162.078125 Penalty: 3497.720459
	Iteration 7Q: 3 clusters Score -132162.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -132241.062500 Penalty: 3497.720459
	Iteration 8Q: 3 clusters Score -132241.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -132297.734375 Penalty: 3497.720459
	Iteration 9Q: 3 clusters Score -132297.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -132330.062500 Penalty: 3497.720459
	Iteration 10Q: 3 clusters Score -132330.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -132341.625000 Penalty: 3497.720459
	Iteration 11Q: 3 clusters Score -132341.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -132350.093750 Penalty: 3497.720459
	Iteration 12Q: 3 clusters Score -132350.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -132364.578125 Penalty: 3497.720459
	Iteration 13Q: 3 clusters Score -132364.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -132374.875000 Penalty: 3497.720459
	Iteration 14Q: 3 clusters Score -132374.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -132382.359375 Penalty: 3497.720459
	Iteration 15Q: 3 clusters Score -132382.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -132389.234375 Penalty: 3497.720459
	Iteration 16Q: 3 clusters Score -132389.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -132391.312500 Penalty: 3497.720459
	Iteration 17Q: 3 clusters Score -132391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -132392.546875 Penalty: 3497.720459
	Iteration 18Q: 3 clusters Score -132392.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -132396.484375 Penalty: 3497.720459
	Iteration 19Q: 3 clusters Score -132396.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -132404.062500 Penalty: 3497.720459
	Iteration 20F: 3 clusters Score -132404.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -132443.828125 Penalty: 3497.720459
	Iteration 21Q: 3 clusters Score -132443.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -132451.906250 Penalty: 3497.720459
	Iteration 22Q: 3 clusters Score -132451.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -132463.703125 Penalty: 3497.720459
	Iteration 23Q: 3 clusters Score -132463.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -132467.609375 Penalty: 3497.720459
	Iteration 24Q: 3 clusters Score -132467.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -132472.203125 Penalty: 3497.720459
	Iteration 25Q: 3 clusters Score -132472.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -132474.828125 Penalty: 3497.720459
	Iteration 26Q: 3 clusters Score -132474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -132475.421875 Penalty: 3497.720459
	Iteration 27Q: 3 clusters Score -132475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -132475.421875 Penalty: 3497.720459
	Iteration 28F: 3 clusters Score -132475.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -66090.804688 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -66090.8 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 260 members 
Entering Unmasked Estep 
Score: -64576.578125 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -64576.58 nChanged 90
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: -64786.910156 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -64786.91 nChanged 32
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: -64886.480469 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -64886.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -64946.035156 Penalty: 3111.347168
	Iteration 3Q: 3 clusters Score -64946.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -64975.179688 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -64975.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -64985.906250 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -64985.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -65005.234375 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -65005.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -65016.992188 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -65016.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -65020.667969 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -65020.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -65020.667969 Penalty: 3111.347168
	Iteration 9F: 3 clusters Score -65020.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97146 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22323 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36608 members 
Mstep: Class 9 contains 9115 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8690 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32654 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5401 members 
Mstep: Class 17 contains 5414 members 
Mstep: Class 18 contains 26416 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13703 members 
Mstep: Class 22 contains 3548 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13087 members 
Mstep: Class 26 contains 4776 members 
Mstep: Class 27 contains 2137 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8532 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44046 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1155 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860352.000000 Penalty: 128345.367188
Iteration 199Q: 40 clusters Score -7.386035e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97146 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22323 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9115 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8673 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32651 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5401 members 
Mstep: Class 17 contains 5414 members 
Mstep: Class 18 contains 26416 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13704 members 
Mstep: Class 22 contains 3548 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13090 members 
Mstep: Class 26 contains 4778 members 
Mstep: Class 27 contains 2137 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10325 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8532 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44062 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1155 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860408.000000 Penalty: 128345.367188
Iteration 200F: 40 clusters Score -7.386041e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97142 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22323 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9113 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8663 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 32652 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5401 members 
Mstep: Class 17 contains 5414 members 
Mstep: Class 18 contains 26416 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13704 members 
Mstep: Class 22 contains 3548 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13091 members 
Mstep: Class 26 contains 4779 members 
Mstep: Class 27 contains 2137 members 
Mstep: Class 28 contains 350 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10325 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8530 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44078 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1151 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860552.000000 Penalty: 128345.367188
Iteration 201Q: 40 clusters Score -7.386055e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97142 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22320 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9111 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8650 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32645 members 
Mstep: Class 14 contains 2649 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5403 members 
Mstep: Class 17 contains 5414 members 
Mstep: Class 18 contains 26418 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13709 members 
Mstep: Class 22 contains 3548 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13087 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 2139 members 
Mstep: Class 28 contains 347 members 
Mstep: Class 29 contains 2229 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10325 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8531 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44095 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1154 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860576.000000 Penalty: 128345.367188
Iteration 202Q: 40 clusters Score -7.386058e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97130 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22319 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9113 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8646 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32642 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5413 members 
Mstep: Class 18 contains 26419 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13711 members 
Mstep: Class 22 contains 3548 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13087 members 
Mstep: Class 26 contains 4780 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10325 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8530 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44115 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1154 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860528.000000 Penalty: 128345.367188
Iteration 203Q: 40 clusters Score -7.386053e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97121 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22318 members 
Mstep: Class 6 contains 125681 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9112 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8636 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32638 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5408 members 
Mstep: Class 17 contains 5412 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13713 members 
Mstep: Class 22 contains 3548 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13089 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 2144 members 
Mstep: Class 28 contains 343 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10325 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8526 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44138 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1157 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860520.000000 Penalty: 128345.367188
Iteration 204Q: 40 clusters Score -7.386052e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 26927 members 
Mstep: Class 3 contains 97106 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22318 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36607 members 
Mstep: Class 9 contains 9113 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8626 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32635 members 
Mstep: Class 14 contains 2648 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5407 members 
Mstep: Class 17 contains 5412 members 
Mstep: Class 18 contains 26421 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13716 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13088 members 
Mstep: Class 26 contains 4783 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 343 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10325 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8523 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44163 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1155 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860480.000000 Penalty: 128345.367188
Iteration 205Q: 40 clusters Score -7.386048e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97096 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22318 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36607 members 
Mstep: Class 9 contains 9108 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8622 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32632 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5407 members 
Mstep: Class 17 contains 5412 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13718 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13088 members 
Mstep: Class 26 contains 4785 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10325 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8522 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44183 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1154 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860416.000000 Penalty: 128345.367188
Iteration 206Q: 40 clusters Score -7.386042e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97095 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22318 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36607 members 
Mstep: Class 9 contains 9105 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32627 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5407 members 
Mstep: Class 17 contains 5412 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13719 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13087 members 
Mstep: Class 26 contains 4786 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 345 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10325 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8523 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44195 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1154 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860424.000000 Penalty: 128345.367188
Iteration 207Q: 40 clusters Score -7.386042e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97091 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22317 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9104 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8613 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32626 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5407 members 
Mstep: Class 17 contains 5412 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13719 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13089 members 
Mstep: Class 26 contains 4787 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10325 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8521 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44205 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1153 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860456.000000 Penalty: 128345.367188
Iteration 208Q: 40 clusters Score -7.386046e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97084 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36605 members 
Mstep: Class 9 contains 9105 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8606 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32624 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5408 members 
Mstep: Class 17 contains 5412 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13719 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10325 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8521 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44218 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1149 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860376.000000 Penalty: 128345.367188
Iteration 209Q: 40 clusters Score -7.386038e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97077 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36605 members 
Mstep: Class 9 contains 9102 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8600 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32624 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5407 members 
Mstep: Class 17 contains 5411 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13719 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10326 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8521 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44234 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860424.000000 Penalty: 128345.367188
Iteration 210Q: 40 clusters Score -7.386042e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97071 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36605 members 
Mstep: Class 9 contains 9101 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8594 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32625 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5411 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13719 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10326 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8521 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44247 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860440.000000 Penalty: 128345.367188
Iteration 211Q: 40 clusters Score -7.386044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97059 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9101 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8592 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32625 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5411 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13719 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10326 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8520 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44262 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860424.000000 Penalty: 128345.367188
Iteration 212Q: 40 clusters Score -7.386042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97052 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8590 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32625 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5411 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13719 members 
Mstep: Class 22 contains 3549 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10326 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8519 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44276 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860488.000000 Penalty: 128345.367188
Iteration 213Q: 40 clusters Score -7.386049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97038 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8588 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32625 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5411 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13719 members 
Mstep: Class 22 contains 3550 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10326 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8519 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44292 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860464.000000 Penalty: 128345.367188
Iteration 214Q: 40 clusters Score -7.386046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97035 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8583 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32626 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5411 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13719 members 
Mstep: Class 22 contains 3550 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10326 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8518 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44299 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860464.000000 Penalty: 128345.367188
Iteration 215Q: 40 clusters Score -7.386046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97035 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8577 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32628 members 
Mstep: Class 14 contains 2644 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5411 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13719 members 
Mstep: Class 22 contains 3550 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10325 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8517 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44305 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860480.000000 Penalty: 128345.367188
Iteration 216Q: 40 clusters Score -7.386048e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97030 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9101 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8571 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32631 members 
Mstep: Class 14 contains 2644 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5411 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13719 members 
Mstep: Class 22 contains 3550 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8518 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44311 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860520.000000 Penalty: 128345.367188
Iteration 217Q: 40 clusters Score -7.386052e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97025 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8567 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32631 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5411 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13721 members 
Mstep: Class 22 contains 3551 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8515 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44321 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860488.000000 Penalty: 128345.367188
Iteration 218Q: 40 clusters Score -7.386049e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97015 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8564 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32632 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5411 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13721 members 
Mstep: Class 22 contains 3554 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8513 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44331 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860464.000000 Penalty: 128345.367188
Iteration 219Q: 40 clusters Score -7.386046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 97003 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9101 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8564 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32630 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5411 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13721 members 
Mstep: Class 22 contains 3557 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8511 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44343 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860480.000000 Penalty: 128345.367188
Iteration 220F: 40 clusters Score -7.386048e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96989 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9101 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8565 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32631 members 
Mstep: Class 14 contains 2645 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5410 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13721 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8508 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44358 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860416.000000 Penalty: 128345.367188
Iteration 221Q: 40 clusters Score -7.386042e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96974 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9102 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8566 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32630 members 
Mstep: Class 14 contains 2644 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5410 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13721 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8505 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44376 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860424.000000 Penalty: 128345.367188
Iteration 222Q: 40 clusters Score -7.386042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96956 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9104 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8563 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32631 members 
Mstep: Class 14 contains 2644 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5410 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13721 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8505 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44394 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860400.000000 Penalty: 128345.367188
Iteration 223Q: 40 clusters Score -7.38604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96946 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8562 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32631 members 
Mstep: Class 14 contains 2644 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5410 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13721 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8504 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44404 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860344.000000 Penalty: 128345.367188
Iteration 224Q: 40 clusters Score -7.386034e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96940 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9105 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8559 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32632 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5410 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13721 members 
Mstep: Class 22 contains 3557 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8501 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44418 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860304.000000 Penalty: 128345.367188
Iteration 225Q: 40 clusters Score -7.38603e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96923 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9104 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8554 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32632 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5410 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13721 members 
Mstep: Class 22 contains 3557 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8500 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44442 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860336.000000 Penalty: 128345.367188
Iteration 226Q: 40 clusters Score -7.386034e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96889 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9104 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8549 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32632 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5410 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13722 members 
Mstep: Class 22 contains 3557 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8500 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44480 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860344.000000 Penalty: 128345.367188
Iteration 227Q: 40 clusters Score -7.386034e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96858 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9104 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8542 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32633 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5410 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13723 members 
Mstep: Class 22 contains 3557 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8499 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44517 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860272.000000 Penalty: 128345.367188
Iteration 228Q: 40 clusters Score -7.386027e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96844 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125683 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9103 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8536 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32631 members 
Mstep: Class 14 contains 2642 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5410 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13723 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8499 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44540 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860288.000000 Penalty: 128345.367188
Iteration 229Q: 40 clusters Score -7.386029e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96834 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9102 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8530 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32628 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5410 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13723 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8500 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44559 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860280.000000 Penalty: 128345.367188
Iteration 230Q: 40 clusters Score -7.386028e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96821 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9103 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8522 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32629 members 
Mstep: Class 14 contains 2644 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 5410 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13723 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8498 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44579 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860264.000000 Penalty: 128345.367188
Iteration 231Q: 40 clusters Score -7.386026e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96801 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8518 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32629 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5410 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13723 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2143 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44604 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860328.000000 Penalty: 128345.367188
Iteration 232Q: 40 clusters Score -7.386033e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96794 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9108 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8511 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32627 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5410 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13723 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8496 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44617 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860272.000000 Penalty: 128345.367188
Iteration 233Q: 40 clusters Score -7.386027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96794 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9108 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8507 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32626 members 
Mstep: Class 14 contains 2642 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5410 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13723 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44626 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860280.000000 Penalty: 128345.367188
Iteration 234Q: 40 clusters Score -7.386028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96793 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9107 members 
Mstep: Class 10 contains 15951 members 
Mstep: Class 11 contains 8500 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32625 members 
Mstep: Class 14 contains 2641 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5411 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13723 members 
Mstep: Class 22 contains 3559 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44635 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860272.000000 Penalty: 128345.367188
Iteration 235Q: 40 clusters Score -7.386027e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96785 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9108 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8495 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32624 members 
Mstep: Class 14 contains 2641 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5409 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13724 members 
Mstep: Class 22 contains 3560 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44647 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860288.000000 Penalty: 128345.367188
Iteration 236Q: 40 clusters Score -7.386029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96786 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9109 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8491 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32623 members 
Mstep: Class 14 contains 2641 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13725 members 
Mstep: Class 22 contains 3560 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8494 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44650 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860328.000000 Penalty: 128345.367188
Iteration 237Q: 40 clusters Score -7.386033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96786 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9109 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8490 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32623 members 
Mstep: Class 14 contains 2641 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13725 members 
Mstep: Class 22 contains 3560 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8493 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44652 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860328.000000 Penalty: 128345.367188
Iteration 238Q: 40 clusters Score -7.386033e+07 nChanged 9
Entering ConstructFrom: 
Score: -73860328.000000 Penalty: 128345.367188
Entering ConstructFrom: 
Trying to split cluster 1 (21302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Entering Unmasked Estep 
Score: -2757463.750000 Penalty: 2471.706055
	Iteration 0F: 2 clusters Score -2757464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2742630.750000 Penalty: 4943.412109
	Iteration 0F: 3 clusters Score -2742631 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2747638.750000 Penalty: 4943.412109
	Iteration 1F: 3 clusters Score -2747639 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2748136.750000 Penalty: 4943.412109
	Iteration 2F: 3 clusters Score -2748137 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2748602.000000 Penalty: 4943.412109
	Iteration 3F: 3 clusters Score -2748602 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2749192.750000 Penalty: 4943.412109
	Iteration 4F: 3 clusters Score -2749193 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2749869.000000 Penalty: 4943.412109
	Iteration 5F: 3 clusters Score -2749869 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2750597.000000 Penalty: 4943.412109
	Iteration 6F: 3 clusters Score -2750597 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2751328.250000 Penalty: 4943.412109
	Iteration 7F: 3 clusters Score -2751328 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2751913.750000 Penalty: 4943.412109
	Iteration 8Q: 3 clusters Score -2751914 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2752412.500000 Penalty: 4943.412109
	Iteration 9Q: 3 clusters Score -2752412 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2752814.500000 Penalty: 4943.412109
	Iteration 10Q: 3 clusters Score -2752814 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2753182.750000 Penalty: 4943.412109
	Iteration 11Q: 3 clusters Score -2753183 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2753559.500000 Penalty: 4943.412109
	Iteration 12Q: 3 clusters Score -2753560 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2753879.000000 Penalty: 4943.412109
	Iteration 13Q: 3 clusters Score -2753879 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2754158.750000 Penalty: 4943.412109
	Iteration 14Q: 3 clusters Score -2754159 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2754391.750000 Penalty: 4943.412109
	Iteration 15Q: 3 clusters Score -2754392 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2754539.750000 Penalty: 4943.412109
	Iteration 16Q: 3 clusters Score -2754540 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2754640.250000 Penalty: 4943.412109
	Iteration 17Q: 3 clusters Score -2754640 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2754699.750000 Penalty: 4943.412109
	Iteration 18Q: 3 clusters Score -2754700 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2754747.500000 Penalty: 4943.412109
	Iteration 19Q: 3 clusters Score -2754748 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2754811.250000 Penalty: 4943.412109
	Iteration 20F: 3 clusters Score -2754811 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2754876.750000 Penalty: 4943.412109
	Iteration 21Q: 3 clusters Score -2754877 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2754914.500000 Penalty: 4943.412109
	Iteration 22Q: 3 clusters Score -2754914 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2754961.250000 Penalty: 4943.412109
	Iteration 23Q: 3 clusters Score -2754961 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2754996.250000 Penalty: 4943.412109
	Iteration 24Q: 3 clusters Score -2754996 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2755034.000000 Penalty: 4943.412109
	Iteration 25Q: 3 clusters Score -2755034 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2755079.750000 Penalty: 4943.412109
	Iteration 26Q: 3 clusters Score -2755080 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2755147.250000 Penalty: 4943.412109
	Iteration 27Q: 3 clusters Score -2755147 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2755187.750000 Penalty: 4943.412109
	Iteration 28Q: 3 clusters Score -2755188 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2755229.000000 Penalty: 4943.412109
	Iteration 29Q: 3 clusters Score -2755229 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2755269.500000 Penalty: 4943.412109
	Iteration 30Q: 3 clusters Score -2755270 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2755312.000000 Penalty: 4943.412109
	Iteration 31Q: 3 clusters Score -2755312 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2755352.750000 Penalty: 4943.412109
	Iteration 32Q: 3 clusters Score -2755353 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2755376.750000 Penalty: 4943.412109
	Iteration 33Q: 3 clusters Score -2755377 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2755404.500000 Penalty: 4943.412109
	Iteration 34Q: 3 clusters Score -2755404 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2755421.500000 Penalty: 4943.412109
	Iteration 35Q: 3 clusters Score -2755422 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2755444.000000 Penalty: 4943.412109
	Iteration 36Q: 3 clusters Score -2755444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2755465.750000 Penalty: 4943.412109
	Iteration 37Q: 3 clusters Score -2755466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2755478.000000 Penalty: 4943.412109
	Iteration 38Q: 3 clusters Score -2755478 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2755499.500000 Penalty: 4943.412109
	Iteration 39Q: 3 clusters Score -2755500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2755513.500000 Penalty: 4943.412109
	Iteration 40F: 3 clusters Score -2755514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2755533.250000 Penalty: 4943.412109
	Iteration 41Q: 3 clusters Score -2755533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2755530.500000 Penalty: 4943.412109
	Iteration 42Q: 3 clusters Score -2755530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2755539.500000 Penalty: 4943.412109
	Iteration 43Q: 3 clusters Score -2755540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2755548.750000 Penalty: 4943.412109
	Iteration 44Q: 3 clusters Score -2755549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2755551.750000 Penalty: 4943.412109
	Iteration 45Q: 3 clusters Score -2755552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2755560.750000 Penalty: 4943.412109
	Iteration 46Q: 3 clusters Score -2755561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2755567.250000 Penalty: 4943.412109
	Iteration 47Q: 3 clusters Score -2755567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2755577.750000 Penalty: 4943.412109
	Iteration 48Q: 3 clusters Score -2755578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2755581.500000 Penalty: 4943.412109
	Iteration 49Q: 3 clusters Score -2755582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2755580.000000 Penalty: 4943.412109
	Iteration 50Q: 3 clusters Score -2755580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2755585.250000 Penalty: 4943.412109
	Iteration 51Q: 3 clusters Score -2755585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2755592.500000 Penalty: 4943.412109
	Iteration 52Q: 3 clusters Score -2755592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2755593.250000 Penalty: 4943.412109
	Iteration 53Q: 3 clusters Score -2755593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2755597.750000 Penalty: 4943.412109
	Iteration 54Q: 3 clusters Score -2755598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2755603.000000 Penalty: 4943.412109
	Iteration 55Q: 3 clusters Score -2755603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2755608.000000 Penalty: 4943.412109
	Iteration 56Q: 3 clusters Score -2755608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2755612.750000 Penalty: 4943.412109
	Iteration 57Q: 3 clusters Score -2755613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2755620.250000 Penalty: 4943.412109
	Iteration 58Q: 3 clusters Score -2755620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2755625.500000 Penalty: 4943.412109
	Iteration 59Q: 3 clusters Score -2755626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2755621.750000 Penalty: 4943.412109
	Iteration 60F: 3 clusters Score -2755622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2755625.500000 Penalty: 4943.412109
	Iteration 61Q: 3 clusters Score -2755626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2755633.750000 Penalty: 4943.412109
	Iteration 62Q: 3 clusters Score -2755634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2755640.750000 Penalty: 4943.412109
	Iteration 63Q: 3 clusters Score -2755641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2755639.250000 Penalty: 4943.412109
	Iteration 64Q: 3 clusters Score -2755639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2755639.750000 Penalty: 4943.412109
	Iteration 65Q: 3 clusters Score -2755640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2755649.250000 Penalty: 4943.412109
	Iteration 66Q: 3 clusters Score -2755649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2755647.250000 Penalty: 4943.412109
	Iteration 67Q: 3 clusters Score -2755647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2755655.500000 Penalty: 4943.412109
	Iteration 68Q: 3 clusters Score -2755656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2755653.750000 Penalty: 4943.412109
	Iteration 69Q: 3 clusters Score -2755654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2755656.500000 Penalty: 4943.412109
	Iteration 70Q: 3 clusters Score -2755656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2755656.000000 Penalty: 4943.412109
	Iteration 71Q: 3 clusters Score -2755656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2755660.250000 Penalty: 4943.412109
	Iteration 72Q: 3 clusters Score -2755660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2755658.250000 Penalty: 4943.412109
	Iteration 73Q: 3 clusters Score -2755658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2755664.250000 Penalty: 4943.412109
	Iteration 74Q: 3 clusters Score -2755664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2755662.750000 Penalty: 4943.412109
	Iteration 75Q: 3 clusters Score -2755663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2755666.250000 Penalty: 4943.412109
	Iteration 76Q: 3 clusters Score -2755666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2755664.000000 Penalty: 4943.412109
	Iteration 77Q: 3 clusters Score -2755664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2755659.500000 Penalty: 4943.412109
	Iteration 78Q: 3 clusters Score -2755660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2755659.500000 Penalty: 4943.412109
	Iteration 79Q: 3 clusters Score -2755660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2755659.250000 Penalty: 4943.412109
	Iteration 80F: 3 clusters Score -2755659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2755664.000000 Penalty: 4943.412109
	Iteration 81Q: 3 clusters Score -2755664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2755664.250000 Penalty: 4943.412109
	Iteration 82Q: 3 clusters Score -2755664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2755662.750000 Penalty: 4943.412109
	Iteration 83Q: 3 clusters Score -2755663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2755664.000000 Penalty: 4943.412109
	Iteration 84Q: 3 clusters Score -2755664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2755662.000000 Penalty: 4943.412109
	Iteration 85Q: 3 clusters Score -2755662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2755666.000000 Penalty: 4943.412109
	Iteration 86Q: 3 clusters Score -2755666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2755670.750000 Penalty: 4943.412109
	Iteration 87Q: 3 clusters Score -2755671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2755669.500000 Penalty: 4943.412109
	Iteration 88Q: 3 clusters Score -2755670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2755669.000000 Penalty: 4943.412109
	Iteration 89Q: 3 clusters Score -2755669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2755669.500000 Penalty: 4943.412109
	Iteration 90Q: 3 clusters Score -2755670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2755669.500000 Penalty: 4943.412109
	Iteration 91F: 3 clusters Score -2755670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Entering Unmasked Estep 
Score: -3589375.250000 Penalty: 2529.828613
	Iteration 0F: 2 clusters Score -3589375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -3570897.750000 Penalty: 5059.657227
	Iteration 0F: 3 clusters Score -3570898 nChanged 12009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -3577422.750000 Penalty: 5059.657227
	Iteration 1F: 3 clusters Score -3577423 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3578391.750000 Penalty: 5059.657227
	Iteration 2F: 3 clusters Score -3578392 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3579955.250000 Penalty: 5059.657227
	Iteration 3F: 3 clusters Score -3579955 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3582043.750000 Penalty: 5059.657227
	Iteration 4F: 3 clusters Score -3582044 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3584067.250000 Penalty: 5059.657227
	Iteration 5F: 3 clusters Score -3584067 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -3585338.500000 Penalty: 5059.657227
	Iteration 6F: 3 clusters Score -3585338 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3585926.250000 Penalty: 5059.657227
	Iteration 7Q: 3 clusters Score -3585926 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3586146.750000 Penalty: 5059.657227
	Iteration 8Q: 3 clusters Score -3586147 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3586262.750000 Penalty: 5059.657227
	Iteration 9Q: 3 clusters Score -3586263 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3586325.500000 Penalty: 5059.657227
	Iteration 10Q: 3 clusters Score -3586326 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -3586356.500000 Penalty: 5059.657227
	Iteration 11Q: 3 clusters Score -3586356 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3586378.750000 Penalty: 5059.657227
	Iteration 12Q: 3 clusters Score -3586379 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -3586395.750000 Penalty: 5059.657227
	Iteration 13Q: 3 clusters Score -3586396 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3586417.000000 Penalty: 5059.657227
	Iteration 14Q: 3 clusters Score -3586417 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -3586430.750000 Penalty: 5059.657227
	Iteration 15Q: 3 clusters Score -3586431 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3586445.000000 Penalty: 5059.657227
	Iteration 16Q: 3 clusters Score -3586445 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -3586471.500000 Penalty: 5059.657227
	Iteration 17Q: 3 clusters Score -3586472 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -3586468.750000 Penalty: 5059.657227
	Iteration 18Q: 3 clusters Score -3586469 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -3586483.500000 Penalty: 5059.657227
	Iteration 19Q: 3 clusters Score -3586484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -3586491.500000 Penalty: 5059.657227
	Iteration 20F: 3 clusters Score -3586492 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -3586491.000000 Penalty: 5059.657227
	Iteration 21Q: 3 clusters Score -3586491 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -3586489.000000 Penalty: 5059.657227
	Iteration 22Q: 3 clusters Score -3586489 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -3586501.000000 Penalty: 5059.657227
	Iteration 23Q: 3 clusters Score -3586501 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -3586502.250000 Penalty: 5059.657227
	Iteration 24Q: 3 clusters Score -3586502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -3586514.500000 Penalty: 5059.657227
	Iteration 25Q: 3 clusters Score -3586514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -3586523.000000 Penalty: 5059.657227
	Iteration 26Q: 3 clusters Score -3586523 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -3586529.500000 Penalty: 5059.657227
	Iteration 27Q: 3 clusters Score -3586530 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -3586546.250000 Penalty: 5059.657227
	Iteration 28Q: 3 clusters Score -3586546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -3586539.000000 Penalty: 5059.657227
	Iteration 29Q: 3 clusters Score -3586539 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3586554.250000 Penalty: 5059.657227
	Iteration 30Q: 3 clusters Score -3586554 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3586553.750000 Penalty: 5059.657227
	Iteration 31Q: 3 clusters Score -3586554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -3586562.250000 Penalty: 5059.657227
	Iteration 32Q: 3 clusters Score -3586562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3586564.000000 Penalty: 5059.657227
	Iteration 33Q: 3 clusters Score -3586564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3586568.250000 Penalty: 5059.657227
	Iteration 34Q: 3 clusters Score -3586568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -3586578.500000 Penalty: 5059.657227
	Iteration 35Q: 3 clusters Score -3586578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -3586567.750000 Penalty: 5059.657227
	Iteration 36Q: 3 clusters Score -3586568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3586562.500000 Penalty: 5059.657227
	Iteration 37Q: 3 clusters Score -3586562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3586568.000000 Penalty: 5059.657227
	Iteration 38Q: 3 clusters Score -3586568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3586579.750000 Penalty: 5059.657227
	Iteration 39Q: 3 clusters Score -3586580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -3586576.000000 Penalty: 5059.657227
	Iteration 40F: 3 clusters Score -3586576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3586588.500000 Penalty: 5059.657227
	Iteration 41Q: 3 clusters Score -3586588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -3586594.500000 Penalty: 5059.657227
	Iteration 42Q: 3 clusters Score -3586594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -3586596.000000 Penalty: 5059.657227
	Iteration 43Q: 3 clusters Score -3586596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -3586603.000000 Penalty: 5059.657227
	Iteration 44Q: 3 clusters Score -3586603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -3586604.500000 Penalty: 5059.657227
	Iteration 45Q: 3 clusters Score -3586604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3586609.000000 Penalty: 5059.657227
	Iteration 46Q: 3 clusters Score -3586609 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3586608.000000 Penalty: 5059.657227
	Iteration 47Q: 3 clusters Score -3586608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -3586614.250000 Penalty: 5059.657227
	Iteration 48Q: 3 clusters Score -3586614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -3586612.000000 Penalty: 5059.657227
	Iteration 49Q: 3 clusters Score -3586612 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3586626.000000 Penalty: 5059.657227
	Iteration 50Q: 3 clusters Score -3586626 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -3586645.250000 Penalty: 5059.657227
	Iteration 51Q: 3 clusters Score -3586645 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -3586666.750000 Penalty: 5059.657227
	Iteration 52Q: 3 clusters Score -3586667 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3586666.250000 Penalty: 5059.657227
	Iteration 53Q: 3 clusters Score -3586666 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -3586675.000000 Penalty: 5059.657227
	Iteration 54Q: 3 clusters Score -3586675 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -3586682.750000 Penalty: 5059.657227
	Iteration 55Q: 3 clusters Score -3586683 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3586674.500000 Penalty: 5059.657227
	Iteration 56Q: 3 clusters Score -3586674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3586697.250000 Penalty: 5059.657227
	Iteration 57Q: 3 clusters Score -3586697 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3586698.250000 Penalty: 5059.657227
	Iteration 58Q: 3 clusters Score -3586698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3586724.500000 Penalty: 5059.657227
	Iteration 59Q: 3 clusters Score -3586724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -3586730.000000 Penalty: 5059.657227
	Iteration 60F: 3 clusters Score -3586730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3586734.000000 Penalty: 5059.657227
	Iteration 61Q: 3 clusters Score -3586734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3586742.500000 Penalty: 5059.657227
	Iteration 62Q: 3 clusters Score -3586742 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3586769.000000 Penalty: 5059.657227
	Iteration 63Q: 3 clusters Score -3586769 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -3586771.500000 Penalty: 5059.657227
	Iteration 64Q: 3 clusters Score -3586772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3586786.750000 Penalty: 5059.657227
	Iteration 65Q: 3 clusters Score -3586787 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3586792.500000 Penalty: 5059.657227
	Iteration 66Q: 3 clusters Score -3586792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -3586794.500000 Penalty: 5059.657227
	Iteration 67Q: 3 clusters Score -3586794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3586792.500000 Penalty: 5059.657227
	Iteration 68Q: 3 clusters Score -3586792 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3586804.250000 Penalty: 5059.657227
	Iteration 69Q: 3 clusters Score -3586804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3586823.000000 Penalty: 5059.657227
	Iteration 70Q: 3 clusters Score -3586823 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3586834.250000 Penalty: 5059.657227
	Iteration 71Q: 3 clusters Score -3586834 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3586849.250000 Penalty: 5059.657227
	Iteration 72Q: 3 clusters Score -3586849 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3586846.250000 Penalty: 5059.657227
	Iteration 73Q: 3 clusters Score -3586846 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -3586864.500000 Penalty: 5059.657227
	Iteration 74Q: 3 clusters Score -3586864 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3586881.750000 Penalty: 5059.657227
	Iteration 75Q: 3 clusters Score -3586882 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3586892.500000 Penalty: 5059.657227
	Iteration 76Q: 3 clusters Score -3586892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3586893.750000 Penalty: 5059.657227
	Iteration 77Q: 3 clusters Score -3586894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -3586899.500000 Penalty: 5059.657227
	Iteration 78Q: 3 clusters Score -3586900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3586928.250000 Penalty: 5059.657227
	Iteration 79Q: 3 clusters Score -3586928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3586929.500000 Penalty: 5059.657227
	Iteration 80F: 3 clusters Score -3586930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3586940.250000 Penalty: 5059.657227
	Iteration 81Q: 3 clusters Score -3586940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3586937.750000 Penalty: 5059.657227
	Iteration 82Q: 3 clusters Score -3586938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3586949.750000 Penalty: 5059.657227
	Iteration 83Q: 3 clusters Score -3586950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3586956.750000 Penalty: 5059.657227
	Iteration 84Q: 3 clusters Score -3586957 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3586967.750000 Penalty: 5059.657227
	Iteration 85Q: 3 clusters Score -3586968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3586981.750000 Penalty: 5059.657227
	Iteration 86Q: 3 clusters Score -3586982 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3586991.000000 Penalty: 5059.657227
	Iteration 87Q: 3 clusters Score -3586991 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3587005.500000 Penalty: 5059.657227
	Iteration 88Q: 3 clusters Score -3587006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3587010.500000 Penalty: 5059.657227
	Iteration 89Q: 3 clusters Score -3587010 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3587023.000000 Penalty: 5059.657227
	Iteration 90Q: 3 clusters Score -3587023 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3587045.250000 Penalty: 5059.657227
	Iteration 91Q: 3 clusters Score -3587045 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3587061.500000 Penalty: 5059.657227
	Iteration 92Q: 3 clusters Score -3587062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3587072.000000 Penalty: 5059.657227
	Iteration 93Q: 3 clusters Score -3587072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3587078.250000 Penalty: 5059.657227
	Iteration 94Q: 3 clusters Score -3587078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3587090.500000 Penalty: 5059.657227
	Iteration 95Q: 3 clusters Score -3587090 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3587104.250000 Penalty: 5059.657227
	Iteration 96Q: 3 clusters Score -3587104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3587116.250000 Penalty: 5059.657227
	Iteration 97Q: 3 clusters Score -3587116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3587127.000000 Penalty: 5059.657227
	Iteration 98Q: 3 clusters Score -3587127 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3587135.000000 Penalty: 5059.657227
	Iteration 99Q: 3 clusters Score -3587135 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3587161.000000 Penalty: 5059.657227
	Iteration 100F: 3 clusters Score -3587161 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3587178.000000 Penalty: 5059.657227
	Iteration 101Q: 3 clusters Score -3587178 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3587201.000000 Penalty: 5059.657227
	Iteration 102Q: 3 clusters Score -3587201 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3587205.500000 Penalty: 5059.657227
	Iteration 103Q: 3 clusters Score -3587206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3587220.750000 Penalty: 5059.657227
	Iteration 104Q: 3 clusters Score -3587221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3587221.500000 Penalty: 5059.657227
	Iteration 105Q: 3 clusters Score -3587222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3587236.250000 Penalty: 5059.657227
	Iteration 106Q: 3 clusters Score -3587236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3587248.250000 Penalty: 5059.657227
	Iteration 107Q: 3 clusters Score -3587248 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3587267.250000 Penalty: 5059.657227
	Iteration 108Q: 3 clusters Score -3587267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3587271.750000 Penalty: 5059.657227
	Iteration 109Q: 3 clusters Score -3587272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3587281.250000 Penalty: 5059.657227
	Iteration 110Q: 3 clusters Score -3587281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3587295.000000 Penalty: 5059.657227
	Iteration 111Q: 3 clusters Score -3587295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3587308.250000 Penalty: 5059.657227
	Iteration 112Q: 3 clusters Score -3587308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3587319.500000 Penalty: 5059.657227
	Iteration 113Q: 3 clusters Score -3587320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3587325.750000 Penalty: 5059.657227
	Iteration 114Q: 3 clusters Score -3587326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3587334.750000 Penalty: 5059.657227
	Iteration 115Q: 3 clusters Score -3587335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3587346.000000 Penalty: 5059.657227
	Iteration 116Q: 3 clusters Score -3587346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3587347.250000 Penalty: 5059.657227
	Iteration 117Q: 3 clusters Score -3587347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3587363.250000 Penalty: 5059.657227
	Iteration 118Q: 3 clusters Score -3587363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3587385.000000 Penalty: 5059.657227
	Iteration 119Q: 3 clusters Score -3587385 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3587390.750000 Penalty: 5059.657227
	Iteration 120F: 3 clusters Score -3587391 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3587397.000000 Penalty: 5059.657227
	Iteration 121Q: 3 clusters Score -3587397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3587406.750000 Penalty: 5059.657227
	Iteration 122Q: 3 clusters Score -3587407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3587406.750000 Penalty: 5059.657227
	Iteration 123Q: 3 clusters Score -3587407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3587419.000000 Penalty: 5059.657227
	Iteration 124Q: 3 clusters Score -3587419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3587426.000000 Penalty: 5059.657227
	Iteration 125Q: 3 clusters Score -3587426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3587423.250000 Penalty: 5059.657227
	Iteration 126Q: 3 clusters Score -3587423 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3587432.250000 Penalty: 5059.657227
	Iteration 127Q: 3 clusters Score -3587432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3587437.000000 Penalty: 5059.657227
	Iteration 128Q: 3 clusters Score -3587437 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3587445.750000 Penalty: 5059.657227
	Iteration 129Q: 3 clusters Score -3587446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3587446.500000 Penalty: 5059.657227
	Iteration 130Q: 3 clusters Score -3587446 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3587451.000000 Penalty: 5059.657227
	Iteration 131Q: 3 clusters Score -3587451 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3587453.500000 Penalty: 5059.657227
	Iteration 132Q: 3 clusters Score -3587454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3587451.000000 Penalty: 5059.657227
	Iteration 133Q: 3 clusters Score -3587451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3587455.750000 Penalty: 5059.657227
	Iteration 134Q: 3 clusters Score -3587456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3587455.000000 Penalty: 5059.657227
	Iteration 135Q: 3 clusters Score -3587455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3587451.000000 Penalty: 5059.657227
	Iteration 136Q: 3 clusters Score -3587451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3587453.000000 Penalty: 5059.657227
	Iteration 137Q: 3 clusters Score -3587453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3587454.000000 Penalty: 5059.657227
	Iteration 138Q: 3 clusters Score -3587454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3587461.250000 Penalty: 5059.657227
	Iteration 139Q: 3 clusters Score -3587461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3587456.250000 Penalty: 5059.657227
	Iteration 140F: 3 clusters Score -3587456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3587462.000000 Penalty: 5059.657227
	Iteration 141Q: 3 clusters Score -3587462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3587463.000000 Penalty: 5059.657227
	Iteration 142Q: 3 clusters Score -3587463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3587459.500000 Penalty: 5059.657227
	Iteration 143Q: 3 clusters Score -3587460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3587459.250000 Penalty: 5059.657227
	Iteration 144Q: 3 clusters Score -3587459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3587459.500000 Penalty: 5059.657227
	Iteration 145Q: 3 clusters Score -3587460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3587458.250000 Penalty: 5059.657227
	Iteration 146Q: 3 clusters Score -3587458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3587458.250000 Penalty: 5059.657227
	Iteration 147F: 3 clusters Score -3587458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (96786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96786 members 
Entering Unmasked Estep 
Score: -12732163.000000 Penalty: 2847.104004
	Iteration 0F: 2 clusters Score -1.273216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -12667483.000000 Penalty: 5694.208008
	Iteration 0F: 3 clusters Score -1.266748e+07 nChanged 45714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -12693798.000000 Penalty: 5694.208008
	Iteration 1F: 3 clusters Score -1.26938e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -12694805.000000 Penalty: 5694.208008
	Iteration 2Q: 3 clusters Score -1.26948e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -12696230.000000 Penalty: 5694.208008
	Iteration 3Q: 3 clusters Score -1.269623e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -12698497.000000 Penalty: 5694.208008
	Iteration 4Q: 3 clusters Score -1.26985e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -12702418.000000 Penalty: 5694.208008
	Iteration 5F: 3 clusters Score -1.270242e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73529 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -12708488.000000 Penalty: 5694.208008
	Iteration 6F: 3 clusters Score -1.270849e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -12715884.000000 Penalty: 5694.208008
	Iteration 7F: 3 clusters Score -1.271588e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88317 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -12722427.000000 Penalty: 5694.208008
	Iteration 8F: 3 clusters Score -1.272243e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -12726532.000000 Penalty: 5694.208008
	Iteration 9Q: 3 clusters Score -1.272653e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94620 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -12728300.000000 Penalty: 5694.208008
	Iteration 10Q: 3 clusters Score -1.27283e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95460 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -12729014.000000 Penalty: 5694.208008
	Iteration 11Q: 3 clusters Score -1.272901e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95819 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12729352.000000 Penalty: 5694.208008
	Iteration 12Q: 3 clusters Score -1.272935e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95984 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12729480.000000 Penalty: 5694.208008
	Iteration 13Q: 3 clusters Score -1.272948e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96054 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -12729569.000000 Penalty: 5694.208008
	Iteration 14Q: 3 clusters Score -1.272957e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96099 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -12729585.000000 Penalty: 5694.208008
	Iteration 15Q: 3 clusters Score -1.272958e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96129 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -12729603.000000 Penalty: 5694.208008
	Iteration 16Q: 3 clusters Score -1.27296e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96152 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -12729636.000000 Penalty: 5694.208008
	Iteration 17Q: 3 clusters Score -1.272964e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96170 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -12729660.000000 Penalty: 5694.208008
	Iteration 18Q: 3 clusters Score -1.272966e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96182 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -12729665.000000 Penalty: 5694.208008
	Iteration 19Q: 3 clusters Score -1.272966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96186 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -12729682.000000 Penalty: 5694.208008
	Iteration 20F: 3 clusters Score -1.272968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96195 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -12729695.000000 Penalty: 5694.208008
	Iteration 21Q: 3 clusters Score -1.27297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96207 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -12729699.000000 Penalty: 5694.208008
	Iteration 22Q: 3 clusters Score -1.27297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96212 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -12729709.000000 Penalty: 5694.208008
	Iteration 23Q: 3 clusters Score -1.272971e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96217 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -12729709.000000 Penalty: 5694.208008
	Iteration 24Q: 3 clusters Score -1.272971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96227 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -12729719.000000 Penalty: 5694.208008
	Iteration 25Q: 3 clusters Score -1.272972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96234 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -12729724.000000 Penalty: 5694.208008
	Iteration 26Q: 3 clusters Score -1.272972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96241 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -12729743.000000 Penalty: 5694.208008
	Iteration 27Q: 3 clusters Score -1.272974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96243 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12729752.000000 Penalty: 5694.208008
	Iteration 28Q: 3 clusters Score -1.272975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96247 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -12729757.000000 Penalty: 5694.208008
	Iteration 29Q: 3 clusters Score -1.272976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96251 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12729771.000000 Penalty: 5694.208008
	Iteration 30Q: 3 clusters Score -1.272977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96253 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -12729761.000000 Penalty: 5694.208008
	Iteration 31Q: 3 clusters Score -1.272976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96254 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12729772.000000 Penalty: 5694.208008
	Iteration 32Q: 3 clusters Score -1.272977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96256 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -12729778.000000 Penalty: 5694.208008
	Iteration 33Q: 3 clusters Score -1.272978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96258 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -12729773.000000 Penalty: 5694.208008
	Iteration 34Q: 3 clusters Score -1.272977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96257 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12729772.000000 Penalty: 5694.208008
	Iteration 35Q: 3 clusters Score -1.272977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96256 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -12729769.000000 Penalty: 5694.208008
	Iteration 36Q: 3 clusters Score -1.272977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96256 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -12729769.000000 Penalty: 5694.208008
	Iteration 37F: 3 clusters Score -1.272977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Entering Unmasked Estep 
Score: -723330.750000 Penalty: 2136.710938
	Iteration 0F: 2 clusters Score -723330.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -718541.312500 Penalty: 4273.421875
	Iteration 0F: 3 clusters Score -718541.3 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -719710.250000 Penalty: 4273.421875
	Iteration 1F: 3 clusters Score -719710.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -719940.500000 Penalty: 4273.421875
	Iteration 2F: 3 clusters Score -719940.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -720080.437500 Penalty: 4273.421875
	Iteration 3F: 3 clusters Score -720080.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -720168.937500 Penalty: 4273.421875
	Iteration 4Q: 3 clusters Score -720168.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -720238.437500 Penalty: 4273.421875
	Iteration 5Q: 3 clusters Score -720238.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -720298.625000 Penalty: 4273.421875
	Iteration 6Q: 3 clusters Score -720298.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -720347.437500 Penalty: 4273.421875
	Iteration 7Q: 3 clusters Score -720347.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -720388.625000 Penalty: 4273.421875
	Iteration 8Q: 3 clusters Score -720388.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -720434.812500 Penalty: 4273.421875
	Iteration 9Q: 3 clusters Score -720434.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -720480.062500 Penalty: 4273.421875
	Iteration 10Q: 3 clusters Score -720480.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -720517.937500 Penalty: 4273.421875
	Iteration 11Q: 3 clusters Score -720517.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -720556.437500 Penalty: 4273.421875
	Iteration 12Q: 3 clusters Score -720556.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -720606.437500 Penalty: 4273.421875
	Iteration 13Q: 3 clusters Score -720606.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -720670.250000 Penalty: 4273.421875
	Iteration 14Q: 3 clusters Score -720670.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -720749.062500 Penalty: 4273.421875
	Iteration 15Q: 3 clusters Score -720749.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -720848.375000 Penalty: 4273.421875
	Iteration 16Q: 3 clusters Score -720848.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -720965.750000 Penalty: 4273.421875
	Iteration 17Q: 3 clusters Score -720965.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -721071.000000 Penalty: 4273.421875
	Iteration 18Q: 3 clusters Score -721071 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -721172.687500 Penalty: 4273.421875
	Iteration 19Q: 3 clusters Score -721172.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -721260.812500 Penalty: 4273.421875
	Iteration 20F: 3 clusters Score -721260.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -721331.625000 Penalty: 4273.421875
	Iteration 21Q: 3 clusters Score -721331.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -721375.312500 Penalty: 4273.421875
	Iteration 22Q: 3 clusters Score -721375.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -721414.937500 Penalty: 4273.421875
	Iteration 23Q: 3 clusters Score -721414.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -721438.312500 Penalty: 4273.421875
	Iteration 24Q: 3 clusters Score -721438.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -721459.125000 Penalty: 4273.421875
	Iteration 25Q: 3 clusters Score -721459.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -721477.500000 Penalty: 4273.421875
	Iteration 26Q: 3 clusters Score -721477.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -721491.125000 Penalty: 4273.421875
	Iteration 27Q: 3 clusters Score -721491.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -721509.187500 Penalty: 4273.421875
	Iteration 28Q: 3 clusters Score -721509.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -721524.125000 Penalty: 4273.421875
	Iteration 29Q: 3 clusters Score -721524.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -721533.812500 Penalty: 4273.421875
	Iteration 30Q: 3 clusters Score -721533.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -721538.687500 Penalty: 4273.421875
	Iteration 31Q: 3 clusters Score -721538.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -721544.562500 Penalty: 4273.421875
	Iteration 32Q: 3 clusters Score -721544.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -721548.687500 Penalty: 4273.421875
	Iteration 33Q: 3 clusters Score -721548.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -721555.187500 Penalty: 4273.421875
	Iteration 34Q: 3 clusters Score -721555.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -721559.750000 Penalty: 4273.421875
	Iteration 35Q: 3 clusters Score -721559.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -721566.687500 Penalty: 4273.421875
	Iteration 36Q: 3 clusters Score -721566.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -721573.750000 Penalty: 4273.421875
	Iteration 37Q: 3 clusters Score -721573.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -721576.875000 Penalty: 4273.421875
	Iteration 38Q: 3 clusters Score -721576.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -721583.375000 Penalty: 4273.421875
	Iteration 39Q: 3 clusters Score -721583.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -721588.812500 Penalty: 4273.421875
	Iteration 40F: 3 clusters Score -721588.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -721593.062500 Penalty: 4273.421875
	Iteration 41Q: 3 clusters Score -721593.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -721595.625000 Penalty: 4273.421875
	Iteration 42Q: 3 clusters Score -721595.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -721599.375000 Penalty: 4273.421875
	Iteration 43Q: 3 clusters Score -721599.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -721600.562500 Penalty: 4273.421875
	Iteration 44Q: 3 clusters Score -721600.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -721602.687500 Penalty: 4273.421875
	Iteration 45Q: 3 clusters Score -721602.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -721604.812500 Penalty: 4273.421875
	Iteration 46Q: 3 clusters Score -721604.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -721609.125000 Penalty: 4273.421875
	Iteration 47Q: 3 clusters Score -721609.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -721609.750000 Penalty: 4273.421875
	Iteration 48Q: 3 clusters Score -721609.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -721611.562500 Penalty: 4273.421875
	Iteration 49Q: 3 clusters Score -721611.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -721614.625000 Penalty: 4273.421875
	Iteration 50Q: 3 clusters Score -721614.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -721616.500000 Penalty: 4273.421875
	Iteration 51Q: 3 clusters Score -721616.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -721616.875000 Penalty: 4273.421875
	Iteration 52Q: 3 clusters Score -721616.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -721618.312500 Penalty: 4273.421875
	Iteration 53Q: 3 clusters Score -721618.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -721618.750000 Penalty: 4273.421875
	Iteration 54Q: 3 clusters Score -721618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -721617.875000 Penalty: 4273.421875
	Iteration 55Q: 3 clusters Score -721617.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -721617.875000 Penalty: 4273.421875
	Iteration 56F: 3 clusters Score -721617.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Entering Unmasked Estep 
Score: -2877427.000000 Penalty: 2483.238770
	Iteration 0F: 2 clusters Score -2877427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2862083.750000 Penalty: 4966.477539
	Iteration 0F: 3 clusters Score -2862084 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2867557.500000 Penalty: 4966.477539
	Iteration 1F: 3 clusters Score -2867558 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2868305.250000 Penalty: 4966.477539
	Iteration 2F: 3 clusters Score -2868305 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2869112.750000 Penalty: 4966.477539
	Iteration 3F: 3 clusters Score -2869113 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2869969.000000 Penalty: 4966.477539
	Iteration 4F: 3 clusters Score -2869969 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2870896.500000 Penalty: 4966.477539
	Iteration 5F: 3 clusters Score -2870896 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2871922.500000 Penalty: 4966.477539
	Iteration 6F: 3 clusters Score -2871922 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2872889.000000 Penalty: 4966.477539
	Iteration 7F: 3 clusters Score -2872889 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2873662.250000 Penalty: 4966.477539
	Iteration 8Q: 3 clusters Score -2873662 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2874146.250000 Penalty: 4966.477539
	Iteration 9Q: 3 clusters Score -2874146 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2874432.750000 Penalty: 4966.477539
	Iteration 10Q: 3 clusters Score -2874433 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2874622.250000 Penalty: 4966.477539
	Iteration 11Q: 3 clusters Score -2874622 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2874793.250000 Penalty: 4966.477539
	Iteration 12Q: 3 clusters Score -2874793 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2874920.000000 Penalty: 4966.477539
	Iteration 13Q: 3 clusters Score -2874920 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2875009.500000 Penalty: 4966.477539
	Iteration 14Q: 3 clusters Score -2875010 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2875062.500000 Penalty: 4966.477539
	Iteration 15Q: 3 clusters Score -2875062 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2875110.750000 Penalty: 4966.477539
	Iteration 16Q: 3 clusters Score -2875111 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2875151.000000 Penalty: 4966.477539
	Iteration 17Q: 3 clusters Score -2875151 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2875190.750000 Penalty: 4966.477539
	Iteration 18Q: 3 clusters Score -2875191 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2875241.500000 Penalty: 4966.477539
	Iteration 19Q: 3 clusters Score -2875242 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2875272.250000 Penalty: 4966.477539
	Iteration 20F: 3 clusters Score -2875272 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2875301.000000 Penalty: 4966.477539
	Iteration 21Q: 3 clusters Score -2875301 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2875333.000000 Penalty: 4966.477539
	Iteration 22Q: 3 clusters Score -2875333 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2875354.750000 Penalty: 4966.477539
	Iteration 23Q: 3 clusters Score -2875355 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2875378.500000 Penalty: 4966.477539
	Iteration 24Q: 3 clusters Score -2875378 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2875403.500000 Penalty: 4966.477539
	Iteration 25Q: 3 clusters Score -2875404 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2875428.750000 Penalty: 4966.477539
	Iteration 26Q: 3 clusters Score -2875429 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2875440.000000 Penalty: 4966.477539
	Iteration 27Q: 3 clusters Score -2875440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2875457.750000 Penalty: 4966.477539
	Iteration 28Q: 3 clusters Score -2875458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2875482.250000 Penalty: 4966.477539
	Iteration 29Q: 3 clusters Score -2875482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2875506.750000 Penalty: 4966.477539
	Iteration 30Q: 3 clusters Score -2875507 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2875525.750000 Penalty: 4966.477539
	Iteration 31Q: 3 clusters Score -2875526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2875554.250000 Penalty: 4966.477539
	Iteration 32Q: 3 clusters Score -2875554 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2875584.250000 Penalty: 4966.477539
	Iteration 33Q: 3 clusters Score -2875584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2875639.500000 Penalty: 4966.477539
	Iteration 34Q: 3 clusters Score -2875640 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2875771.500000 Penalty: 4966.477539
	Iteration 35Q: 3 clusters Score -2875772 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2875973.750000 Penalty: 4966.477539
	Iteration 36Q: 3 clusters Score -2875974 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2876144.000000 Penalty: 4966.477539
	Iteration 37Q: 3 clusters Score -2876144 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2876217.000000 Penalty: 4966.477539
	Iteration 38Q: 3 clusters Score -2876217 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2876253.000000 Penalty: 4966.477539
	Iteration 39Q: 3 clusters Score -2876253 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2876286.000000 Penalty: 4966.477539
	Iteration 40F: 3 clusters Score -2876286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2876299.250000 Penalty: 4966.477539
	Iteration 41Q: 3 clusters Score -2876299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2876298.500000 Penalty: 4966.477539
	Iteration 42Q: 3 clusters Score -2876298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2876305.750000 Penalty: 4966.477539
	Iteration 43Q: 3 clusters Score -2876306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2876309.000000 Penalty: 4966.477539
	Iteration 44Q: 3 clusters Score -2876309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2876309.000000 Penalty: 4966.477539
	Iteration 45Q: 3 clusters Score -2876309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2876309.000000 Penalty: 4966.477539
	Iteration 46F: 3 clusters Score -2876309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (125682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125682 members 
Entering Unmasked Estep 
Score: -16561605.000000 Penalty: 2911.894531
	Iteration 0F: 2 clusters Score -1.65616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
Score: -16477971.000000 Penalty: 5823.789062
	Iteration 0F: 3 clusters Score -1.647797e+07 nChanged 59604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63215 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -16512110.000000 Penalty: 5823.789062
	Iteration 1F: 3 clusters Score -1.651211e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -16513100.000000 Penalty: 5823.789062
	Iteration 2Q: 3 clusters Score -1.65131e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
Score: -16514101.000000 Penalty: 5823.789062
	Iteration 3Q: 3 clusters Score -1.65141e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 61892 members 
Entering Unmasked Estep 
Score: -16515185.000000 Penalty: 5823.789062
	Iteration 4Q: 3 clusters Score -1.651518e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64229 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -16516149.000000 Penalty: 5823.789062
	Iteration 5Q: 3 clusters Score -1.651615e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -16517377.000000 Penalty: 5823.789062
	Iteration 6Q: 3 clusters Score -1.651738e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 59724 members 
Entering Unmasked Estep 
Score: -16518838.000000 Penalty: 5823.789062
	Iteration 7Q: 3 clusters Score -1.651884e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67574 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -16520751.000000 Penalty: 5823.789062
	Iteration 8Q: 3 clusters Score -1.652075e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -16523350.000000 Penalty: 5823.789062
	Iteration 9Q: 3 clusters Score -1.652335e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72744 members 
Mstep: Class 2 contains 52938 members 
Entering Unmasked Estep 
Score: -16527230.000000 Penalty: 5823.789062
	Iteration 10Q: 3 clusters Score -1.652723e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76154 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -16531983.000000 Penalty: 5823.789062
	Iteration 11F: 3 clusters Score -1.653198e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79527 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -16536440.000000 Penalty: 5823.789062
	Iteration 12F: 3 clusters Score -1.653644e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82323 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -16539220.000000 Penalty: 5823.789062
	Iteration 13Q: 3 clusters Score -1.653922e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84700 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -16540699.000000 Penalty: 5823.789062
	Iteration 14Q: 3 clusters Score -1.65407e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86905 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -16541571.000000 Penalty: 5823.789062
	Iteration 15Q: 3 clusters Score -1.654157e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89047 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -16542351.000000 Penalty: 5823.789062
	Iteration 16Q: 3 clusters Score -1.654235e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91209 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -16542985.000000 Penalty: 5823.789062
	Iteration 17Q: 3 clusters Score -1.654298e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -16543664.000000 Penalty: 5823.789062
	Iteration 18Q: 3 clusters Score -1.654366e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95678 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -16544434.000000 Penalty: 5823.789062
	Iteration 19Q: 3 clusters Score -1.654443e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97914 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -16545153.000000 Penalty: 5823.789062
	Iteration 20F: 3 clusters Score -1.654515e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100149 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -16546012.000000 Penalty: 5823.789062
	Iteration 21Q: 3 clusters Score -1.654601e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102499 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -16546924.000000 Penalty: 5823.789062
	Iteration 22Q: 3 clusters Score -1.654692e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104948 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -16547987.000000 Penalty: 5823.789062
	Iteration 23Q: 3 clusters Score -1.654799e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107421 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -16549160.000000 Penalty: 5823.789062
	Iteration 24Q: 3 clusters Score -1.654916e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109821 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -16550382.000000 Penalty: 5823.789062
	Iteration 25Q: 3 clusters Score -1.655038e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112186 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -16551610.000000 Penalty: 5823.789062
	Iteration 26Q: 3 clusters Score -1.655161e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114359 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -16552817.000000 Penalty: 5823.789062
	Iteration 27Q: 3 clusters Score -1.655282e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116320 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -16553896.000000 Penalty: 5823.789062
	Iteration 28Q: 3 clusters Score -1.65539e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118103 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -16554905.000000 Penalty: 5823.789062
	Iteration 29Q: 3 clusters Score -1.65549e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119711 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -16555970.000000 Penalty: 5823.789062
	Iteration 30Q: 3 clusters Score -1.655597e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121047 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -16556841.000000 Penalty: 5823.789062
	Iteration 31Q: 3 clusters Score -1.655684e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122124 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -16557512.000000 Penalty: 5823.789062
	Iteration 32Q: 3 clusters Score -1.655751e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122930 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -16558017.000000 Penalty: 5823.789062
	Iteration 33Q: 3 clusters Score -1.655802e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123523 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -16558405.000000 Penalty: 5823.789062
	Iteration 34Q: 3 clusters Score -1.65584e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123910 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -16558666.000000 Penalty: 5823.789062
	Iteration 35Q: 3 clusters Score -1.655867e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124192 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -16558892.000000 Penalty: 5823.789062
	Iteration 36Q: 3 clusters Score -1.655889e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124359 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -16558960.000000 Penalty: 5823.789062
	Iteration 37Q: 3 clusters Score -1.655896e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124452 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -16559011.000000 Penalty: 5823.789062
	Iteration 38Q: 3 clusters Score -1.655901e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124519 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -16559040.000000 Penalty: 5823.789062
	Iteration 39Q: 3 clusters Score -1.655904e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124563 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -16559045.000000 Penalty: 5823.789062
	Iteration 40F: 3 clusters Score -1.655904e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124599 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -16559091.000000 Penalty: 5823.789062
	Iteration 41Q: 3 clusters Score -1.655909e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124625 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -16559116.000000 Penalty: 5823.789062
	Iteration 42Q: 3 clusters Score -1.655912e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124645 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -16559127.000000 Penalty: 5823.789062
	Iteration 43Q: 3 clusters Score -1.655913e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124665 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -16559142.000000 Penalty: 5823.789062
	Iteration 44Q: 3 clusters Score -1.655914e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124683 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -16559148.000000 Penalty: 5823.789062
	Iteration 45Q: 3 clusters Score -1.655915e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124692 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -16559148.000000 Penalty: 5823.789062
	Iteration 46Q: 3 clusters Score -1.655915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124695 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -16559156.000000 Penalty: 5823.789062
	Iteration 47Q: 3 clusters Score -1.655916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124699 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -16559153.000000 Penalty: 5823.789062
	Iteration 48Q: 3 clusters Score -1.655915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124701 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -16559135.000000 Penalty: 5823.789062
	Iteration 49Q: 3 clusters Score -1.655914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124704 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -16559151.000000 Penalty: 5823.789062
	Iteration 50Q: 3 clusters Score -1.655915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124707 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -16559153.000000 Penalty: 5823.789062
	Iteration 51Q: 3 clusters Score -1.655915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124707 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -16559154.000000 Penalty: 5823.789062
	Iteration 52Q: 3 clusters Score -1.655915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124708 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -16559154.000000 Penalty: 5823.789062
	Iteration 53Q: 3 clusters Score -1.655915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124712 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -16559155.000000 Penalty: 5823.789062
	Iteration 54Q: 3 clusters Score -1.655916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124715 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -16559164.000000 Penalty: 5823.789062
	Iteration 55Q: 3 clusters Score -1.655916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124721 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -16559177.000000 Penalty: 5823.789062
	Iteration 56Q: 3 clusters Score -1.655918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124725 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -16559173.000000 Penalty: 5823.789062
	Iteration 57Q: 3 clusters Score -1.655917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124733 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -16559161.000000 Penalty: 5823.789062
	Iteration 58Q: 3 clusters Score -1.655916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124737 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -16559156.000000 Penalty: 5823.789062
	Iteration 59Q: 3 clusters Score -1.655916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124742 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -16559164.000000 Penalty: 5823.789062
	Iteration 60F: 3 clusters Score -1.655916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124745 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -16559169.000000 Penalty: 5823.789062
	Iteration 61Q: 3 clusters Score -1.655917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124746 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -16559169.000000 Penalty: 5823.789062
	Iteration 62Q: 3 clusters Score -1.655917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124747 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -16559170.000000 Penalty: 5823.789062
	Iteration 63Q: 3 clusters Score -1.655917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124747 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -16559170.000000 Penalty: 5823.789062
	Iteration 64F: 3 clusters Score -1.655917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -82529.109375 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -82529.11 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 346 members 
Entering Unmasked Estep 
Score: -81005.289062 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -81005.29 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -81494.078125 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -81494.08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -81967.851562 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -81967.85 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -82358.828125 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -82358.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -82591.796875 Penalty: 3238.591797
	Iteration 4Q: 3 clusters Score -82591.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -82677.039062 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -82677.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -82736.546875 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -82736.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -82761.625000 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -82761.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -82789.812500 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -82789.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -82851.945312 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -82851.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -82882.382812 Penalty: 3238.591797
	Iteration 10Q: 3 clusters Score -82882.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -82883.890625 Penalty: 3238.591797
	Iteration 11Q: 3 clusters Score -82883.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -82886.937500 Penalty: 3238.591797
	Iteration 12Q: 3 clusters Score -82886.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -82913.453125 Penalty: 3238.591797
	Iteration 13Q: 3 clusters Score -82913.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -82919.664062 Penalty: 3238.591797
	Iteration 14Q: 3 clusters Score -82919.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -82919.664062 Penalty: 3238.591797
	Iteration 15F: 3 clusters Score -82919.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96786 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 181 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9109 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8485 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32624 members 
Mstep: Class 14 contains 2641 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13725 members 
Mstep: Class 22 contains 3560 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8493 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44656 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Mstep: Class 40 contains 504 members 
Entering Unmasked Estep 
Score: -73859104.000000 Penalty: 131636.281250
Splitting cluster 7 changes total score from -73860328.000000 to -73859104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (36606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Entering Unmasked Estep 
Score: -4836450.500000 Penalty: 2605.975830
	Iteration 0F: 2 clusters Score -4836450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4811488.000000 Penalty: 5211.951660
	Iteration 0F: 3 clusters Score -4811488 nChanged 16702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -4820650.000000 Penalty: 5211.951660
	Iteration 1F: 3 clusters Score -4820650 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -4821173.500000 Penalty: 5211.951660
	Iteration 2Q: 3 clusters Score -4821174 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -4821795.000000 Penalty: 5211.951660
	Iteration 3Q: 3 clusters Score -4821795 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -4822688.000000 Penalty: 5211.951660
	Iteration 4F: 3 clusters Score -4822688 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -4824106.000000 Penalty: 5211.951660
	Iteration 5F: 3 clusters Score -4824106 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -4826417.000000 Penalty: 5211.951660
	Iteration 6F: 3 clusters Score -4826417 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -4829241.000000 Penalty: 5211.951660
	Iteration 7F: 3 clusters Score -4829241 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -4831560.000000 Penalty: 5211.951660
	Iteration 8F: 3 clusters Score -4831560 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4832897.500000 Penalty: 5211.951660
	Iteration 9Q: 3 clusters Score -4832898 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4833527.000000 Penalty: 5211.951660
	Iteration 10Q: 3 clusters Score -4833527 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4833836.500000 Penalty: 5211.951660
	Iteration 11Q: 3 clusters Score -4833836 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4833991.500000 Penalty: 5211.951660
	Iteration 12Q: 3 clusters Score -4833992 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4834060.000000 Penalty: 5211.951660
	Iteration 13Q: 3 clusters Score -4834060 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4834110.000000 Penalty: 5211.951660
	Iteration 14Q: 3 clusters Score -4834110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4834147.500000 Penalty: 5211.951660
	Iteration 15Q: 3 clusters Score -4834148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4834165.500000 Penalty: 5211.951660
	Iteration 16Q: 3 clusters Score -4834166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4834182.000000 Penalty: 5211.951660
	Iteration 17Q: 3 clusters Score -4834182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4834199.500000 Penalty: 5211.951660
	Iteration 18Q: 3 clusters Score -4834200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4834218.500000 Penalty: 5211.951660
	Iteration 19Q: 3 clusters Score -4834218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4834233.000000 Penalty: 5211.951660
	Iteration 20F: 3 clusters Score -4834233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4834249.500000 Penalty: 5211.951660
	Iteration 21Q: 3 clusters Score -4834250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4834258.000000 Penalty: 5211.951660
	Iteration 22Q: 3 clusters Score -4834258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4834260.000000 Penalty: 5211.951660
	Iteration 23Q: 3 clusters Score -4834260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4834267.000000 Penalty: 5211.951660
	Iteration 24Q: 3 clusters Score -4834267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4834267.000000 Penalty: 5211.951660
	Iteration 25F: 3 clusters Score -4834267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Entering Unmasked Estep 
Score: -1111782.750000 Penalty: 2261.020508
	Iteration 0F: 2 clusters Score -1111783 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 4565 members 
Entering Unmasked Estep 
Score: -1104757.125000 Penalty: 4522.041016
	Iteration 0F: 3 clusters Score -1104757 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1106994.500000 Penalty: 4522.041016
	Iteration 1F: 3 clusters Score -1106994 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1107555.375000 Penalty: 4522.041016
	Iteration 2F: 3 clusters Score -1107555 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1108036.250000 Penalty: 4522.041016
	Iteration 3F: 3 clusters Score -1108036 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1108447.875000 Penalty: 4522.041016
	Iteration 4F: 3 clusters Score -1108448 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1108802.250000 Penalty: 4522.041016
	Iteration 5F: 3 clusters Score -1108802 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1109057.875000 Penalty: 4522.041016
	Iteration 6F: 3 clusters Score -1109058 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1109234.750000 Penalty: 4522.041016
	Iteration 7Q: 3 clusters Score -1109235 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1109409.125000 Penalty: 4522.041016
	Iteration 8Q: 3 clusters Score -1109409 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1109545.000000 Penalty: 4522.041016
	Iteration 9Q: 3 clusters Score -1109545 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1109644.875000 Penalty: 4522.041016
	Iteration 10Q: 3 clusters Score -1109645 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1109726.375000 Penalty: 4522.041016
	Iteration 11Q: 3 clusters Score -1109726 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1109814.875000 Penalty: 4522.041016
	Iteration 12Q: 3 clusters Score -1109815 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1109919.875000 Penalty: 4522.041016
	Iteration 13Q: 3 clusters Score -1109920 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1110012.750000 Penalty: 4522.041016
	Iteration 14Q: 3 clusters Score -1110013 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1110083.250000 Penalty: 4522.041016
	Iteration 15Q: 3 clusters Score -1110083 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1110176.625000 Penalty: 4522.041016
	Iteration 16Q: 3 clusters Score -1110177 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1110254.125000 Penalty: 4522.041016
	Iteration 17Q: 3 clusters Score -1110254 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1110312.375000 Penalty: 4522.041016
	Iteration 18Q: 3 clusters Score -1110312 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1110361.000000 Penalty: 4522.041016
	Iteration 19Q: 3 clusters Score -1110361 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1110398.250000 Penalty: 4522.041016
	Iteration 20F: 3 clusters Score -1110398 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1110428.250000 Penalty: 4522.041016
	Iteration 21Q: 3 clusters Score -1110428 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1110466.500000 Penalty: 4522.041016
	Iteration 22Q: 3 clusters Score -1110466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1110499.875000 Penalty: 4522.041016
	Iteration 23Q: 3 clusters Score -1110500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1110532.500000 Penalty: 4522.041016
	Iteration 24Q: 3 clusters Score -1110532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1110568.000000 Penalty: 4522.041016
	Iteration 25Q: 3 clusters Score -1110568 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1110600.500000 Penalty: 4522.041016
	Iteration 26Q: 3 clusters Score -1110600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1110620.000000 Penalty: 4522.041016
	Iteration 27Q: 3 clusters Score -1110620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1110641.125000 Penalty: 4522.041016
	Iteration 28Q: 3 clusters Score -1110641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1110660.750000 Penalty: 4522.041016
	Iteration 29Q: 3 clusters Score -1110661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1110670.750000 Penalty: 4522.041016
	Iteration 30Q: 3 clusters Score -1110671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1110685.250000 Penalty: 4522.041016
	Iteration 31Q: 3 clusters Score -1110685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1110695.000000 Penalty: 4522.041016
	Iteration 32Q: 3 clusters Score -1110695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1110700.000000 Penalty: 4522.041016
	Iteration 33Q: 3 clusters Score -1110700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1110709.875000 Penalty: 4522.041016
	Iteration 34Q: 3 clusters Score -1110710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1110716.750000 Penalty: 4522.041016
	Iteration 35Q: 3 clusters Score -1110717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1110720.750000 Penalty: 4522.041016
	Iteration 36Q: 3 clusters Score -1110721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1110724.625000 Penalty: 4522.041016
	Iteration 37Q: 3 clusters Score -1110725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1110732.125000 Penalty: 4522.041016
	Iteration 38Q: 3 clusters Score -1110732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1110737.750000 Penalty: 4522.041016
	Iteration 39Q: 3 clusters Score -1110738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1110742.625000 Penalty: 4522.041016
	Iteration 40F: 3 clusters Score -1110743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1110745.125000 Penalty: 4522.041016
	Iteration 41Q: 3 clusters Score -1110745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1110748.500000 Penalty: 4522.041016
	Iteration 42Q: 3 clusters Score -1110748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1110753.375000 Penalty: 4522.041016
	Iteration 43Q: 3 clusters Score -1110753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1110758.750000 Penalty: 4522.041016
	Iteration 44Q: 3 clusters Score -1110759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1110763.750000 Penalty: 4522.041016
	Iteration 45Q: 3 clusters Score -1110764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1110762.375000 Penalty: 4522.041016
	Iteration 46Q: 3 clusters Score -1110762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1110764.500000 Penalty: 4522.041016
	Iteration 47Q: 3 clusters Score -1110764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1110763.500000 Penalty: 4522.041016
	Iteration 48Q: 3 clusters Score -1110764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1110765.375000 Penalty: 4522.041016
	Iteration 49Q: 3 clusters Score -1110765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1110766.000000 Penalty: 4522.041016
	Iteration 50Q: 3 clusters Score -1110766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1110766.000000 Penalty: 4522.041016
	Iteration 51F: 3 clusters Score -1110766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Entering Unmasked Estep 
Score: -2075630.125000 Penalty: 2399.980225
	Iteration 0F: 2 clusters Score -2075630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2064217.250000 Penalty: 4799.960449
	Iteration 0F: 3 clusters Score -2064217 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2067798.875000 Penalty: 4799.960449
	Iteration 1F: 3 clusters Score -2067799 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2068092.875000 Penalty: 4799.960449
	Iteration 2F: 3 clusters Score -2068093 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2068316.000000 Penalty: 4799.960449
	Iteration 3Q: 3 clusters Score -2068316 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2068497.625000 Penalty: 4799.960449
	Iteration 4Q: 3 clusters Score -2068498 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2068685.625000 Penalty: 4799.960449
	Iteration 5Q: 3 clusters Score -2068686 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2068844.875000 Penalty: 4799.960449
	Iteration 6Q: 3 clusters Score -2068845 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -2068967.125000 Penalty: 4799.960449
	Iteration 7Q: 3 clusters Score -2068967 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2069085.625000 Penalty: 4799.960449
	Iteration 8Q: 3 clusters Score -2069086 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2069205.125000 Penalty: 4799.960449
	Iteration 9Q: 3 clusters Score -2069205 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2069317.875000 Penalty: 4799.960449
	Iteration 10Q: 3 clusters Score -2069318 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2069448.750000 Penalty: 4799.960449
	Iteration 11Q: 3 clusters Score -2069449 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2069586.500000 Penalty: 4799.960449
	Iteration 12Q: 3 clusters Score -2069586 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2069726.500000 Penalty: 4799.960449
	Iteration 13Q: 3 clusters Score -2069726 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2069862.500000 Penalty: 4799.960449
	Iteration 14Q: 3 clusters Score -2069862 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2070032.500000 Penalty: 4799.960449
	Iteration 15Q: 3 clusters Score -2070032 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2070248.500000 Penalty: 4799.960449
	Iteration 16Q: 3 clusters Score -2070248 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2070520.500000 Penalty: 4799.960449
	Iteration 17Q: 3 clusters Score -2070520 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2070876.250000 Penalty: 4799.960449
	Iteration 18Q: 3 clusters Score -2070876 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2071311.250000 Penalty: 4799.960449
	Iteration 19Q: 3 clusters Score -2071311 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2071762.875000 Penalty: 4799.960449
	Iteration 20F: 3 clusters Score -2071763 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2072203.875000 Penalty: 4799.960449
	Iteration 21Q: 3 clusters Score -2072204 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2072579.250000 Penalty: 4799.960449
	Iteration 22Q: 3 clusters Score -2072579 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2072933.000000 Penalty: 4799.960449
	Iteration 23Q: 3 clusters Score -2072933 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2073161.875000 Penalty: 4799.960449
	Iteration 24Q: 3 clusters Score -2073162 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2073328.500000 Penalty: 4799.960449
	Iteration 25Q: 3 clusters Score -2073328 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2073455.125000 Penalty: 4799.960449
	Iteration 26Q: 3 clusters Score -2073455 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2073553.250000 Penalty: 4799.960449
	Iteration 27Q: 3 clusters Score -2073553 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2073621.250000 Penalty: 4799.960449
	Iteration 28Q: 3 clusters Score -2073621 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2073671.750000 Penalty: 4799.960449
	Iteration 29Q: 3 clusters Score -2073672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2073692.000000 Penalty: 4799.960449
	Iteration 30Q: 3 clusters Score -2073692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2073709.125000 Penalty: 4799.960449
	Iteration 31Q: 3 clusters Score -2073709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2073720.500000 Penalty: 4799.960449
	Iteration 32Q: 3 clusters Score -2073720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2073729.750000 Penalty: 4799.960449
	Iteration 33Q: 3 clusters Score -2073730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2073736.500000 Penalty: 4799.960449
	Iteration 34Q: 3 clusters Score -2073736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2073745.250000 Penalty: 4799.960449
	Iteration 35Q: 3 clusters Score -2073745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2073751.625000 Penalty: 4799.960449
	Iteration 36Q: 3 clusters Score -2073752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2073753.500000 Penalty: 4799.960449
	Iteration 37Q: 3 clusters Score -2073754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2073755.750000 Penalty: 4799.960449
	Iteration 38Q: 3 clusters Score -2073756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2073756.250000 Penalty: 4799.960449
	Iteration 39Q: 3 clusters Score -2073756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2073761.750000 Penalty: 4799.960449
	Iteration 40F: 3 clusters Score -2073762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2073765.375000 Penalty: 4799.960449
	Iteration 41Q: 3 clusters Score -2073765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2073771.500000 Penalty: 4799.960449
	Iteration 42Q: 3 clusters Score -2073772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2073772.750000 Penalty: 4799.960449
	Iteration 43Q: 3 clusters Score -2073773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2073772.750000 Penalty: 4799.960449
	Iteration 44F: 3 clusters Score -2073773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Entering Unmasked Estep 
Score: -1122135.375000 Penalty: 2243.421631
	Iteration 0F: 2 clusters Score -1122135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1115410.875000 Penalty: 4486.843262
	Iteration 0F: 3 clusters Score -1115411 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1117286.750000 Penalty: 4486.843262
	Iteration 1F: 3 clusters Score -1117287 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1117569.375000 Penalty: 4486.843262
	Iteration 2F: 3 clusters Score -1117569 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1117771.125000 Penalty: 4486.843262
	Iteration 3F: 3 clusters Score -1117771 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1117900.375000 Penalty: 4486.843262
	Iteration 4Q: 3 clusters Score -1117900 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1117999.625000 Penalty: 4486.843262
	Iteration 5Q: 3 clusters Score -1118000 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1118085.125000 Penalty: 4486.843262
	Iteration 6Q: 3 clusters Score -1118085 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1118161.750000 Penalty: 4486.843262
	Iteration 7Q: 3 clusters Score -1118162 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1118221.875000 Penalty: 4486.843262
	Iteration 8Q: 3 clusters Score -1118222 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1118287.500000 Penalty: 4486.843262
	Iteration 9Q: 3 clusters Score -1118288 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1118364.375000 Penalty: 4486.843262
	Iteration 10Q: 3 clusters Score -1118364 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1118463.875000 Penalty: 4486.843262
	Iteration 11Q: 3 clusters Score -1118464 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1118575.750000 Penalty: 4486.843262
	Iteration 12Q: 3 clusters Score -1118576 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1118697.750000 Penalty: 4486.843262
	Iteration 13Q: 3 clusters Score -1118698 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1118842.000000 Penalty: 4486.843262
	Iteration 14Q: 3 clusters Score -1118842 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1118979.875000 Penalty: 4486.843262
	Iteration 15Q: 3 clusters Score -1118980 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1119128.000000 Penalty: 4486.843262
	Iteration 16Q: 3 clusters Score -1119128 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1119294.375000 Penalty: 4486.843262
	Iteration 17Q: 3 clusters Score -1119294 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1119453.625000 Penalty: 4486.843262
	Iteration 18Q: 3 clusters Score -1119454 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1119587.250000 Penalty: 4486.843262
	Iteration 19Q: 3 clusters Score -1119587 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1119711.875000 Penalty: 4486.843262
	Iteration 20F: 3 clusters Score -1119712 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1119811.250000 Penalty: 4486.843262
	Iteration 21Q: 3 clusters Score -1119811 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1119894.875000 Penalty: 4486.843262
	Iteration 22Q: 3 clusters Score -1119895 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1119949.000000 Penalty: 4486.843262
	Iteration 23Q: 3 clusters Score -1119949 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1119999.125000 Penalty: 4486.843262
	Iteration 24Q: 3 clusters Score -1119999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1120028.375000 Penalty: 4486.843262
	Iteration 25Q: 3 clusters Score -1120028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1120048.875000 Penalty: 4486.843262
	Iteration 26Q: 3 clusters Score -1120049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1120065.375000 Penalty: 4486.843262
	Iteration 27Q: 3 clusters Score -1120065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1120076.625000 Penalty: 4486.843262
	Iteration 28Q: 3 clusters Score -1120077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1120082.125000 Penalty: 4486.843262
	Iteration 29Q: 3 clusters Score -1120082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1120086.000000 Penalty: 4486.843262
	Iteration 30Q: 3 clusters Score -1120086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1120093.375000 Penalty: 4486.843262
	Iteration 31Q: 3 clusters Score -1120093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1120097.125000 Penalty: 4486.843262
	Iteration 32Q: 3 clusters Score -1120097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1120097.375000 Penalty: 4486.843262
	Iteration 33Q: 3 clusters Score -1120097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1120100.750000 Penalty: 4486.843262
	Iteration 34Q: 3 clusters Score -1120101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1120103.125000 Penalty: 4486.843262
	Iteration 35Q: 3 clusters Score -1120103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1120102.875000 Penalty: 4486.843262
	Iteration 36Q: 3 clusters Score -1120103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1120104.500000 Penalty: 4486.843262
	Iteration 37Q: 3 clusters Score -1120104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1120107.250000 Penalty: 4486.843262
	Iteration 38Q: 3 clusters Score -1120107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1120108.125000 Penalty: 4486.843262
	Iteration 39Q: 3 clusters Score -1120108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1120108.125000 Penalty: 4486.843262
	Iteration 40F: 3 clusters Score -1120108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -286398.593750 Penalty: 1913.571777
	Iteration 0F: 2 clusters Score -286398.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -283626.781250 Penalty: 3827.143555
	Iteration 0F: 3 clusters Score -283626.8 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -284190.218750 Penalty: 3827.143555
	Iteration 1F: 3 clusters Score -284190.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -284398.781250 Penalty: 3827.143555
	Iteration 2F: 3 clusters Score -284398.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -284535.312500 Penalty: 3827.143555
	Iteration 3F: 3 clusters Score -284535.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -284638.875000 Penalty: 3827.143555
	Iteration 4Q: 3 clusters Score -284638.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -284695.281250 Penalty: 3827.143555
	Iteration 5Q: 3 clusters Score -284695.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -284732.781250 Penalty: 3827.143555
	Iteration 6Q: 3 clusters Score -284732.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -284767.218750 Penalty: 3827.143555
	Iteration 7Q: 3 clusters Score -284767.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -284798.781250 Penalty: 3827.143555
	Iteration 8Q: 3 clusters Score -284798.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -284826.718750 Penalty: 3827.143555
	Iteration 9Q: 3 clusters Score -284826.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -284842.250000 Penalty: 3827.143555
	Iteration 10Q: 3 clusters Score -284842.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -284851.625000 Penalty: 3827.143555
	Iteration 11Q: 3 clusters Score -284851.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -284866.156250 Penalty: 3827.143555
	Iteration 12Q: 3 clusters Score -284866.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -284877.656250 Penalty: 3827.143555
	Iteration 13Q: 3 clusters Score -284877.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -284886.593750 Penalty: 3827.143555
	Iteration 14Q: 3 clusters Score -284886.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -284894.468750 Penalty: 3827.143555
	Iteration 15Q: 3 clusters Score -284894.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -284904.750000 Penalty: 3827.143555
	Iteration 16Q: 3 clusters Score -284904.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -284922.687500 Penalty: 3827.143555
	Iteration 17Q: 3 clusters Score -284922.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -284936.937500 Penalty: 3827.143555
	Iteration 18Q: 3 clusters Score -284936.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -284946.750000 Penalty: 3827.143555
	Iteration 19Q: 3 clusters Score -284946.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -284952.812500 Penalty: 3827.143555
	Iteration 20F: 3 clusters Score -284952.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -284959.593750 Penalty: 3827.143555
	Iteration 21Q: 3 clusters Score -284959.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -284967.687500 Penalty: 3827.143555
	Iteration 22Q: 3 clusters Score -284967.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -284973.062500 Penalty: 3827.143555
	Iteration 23Q: 3 clusters Score -284973.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -284974.968750 Penalty: 3827.143555
	Iteration 24Q: 3 clusters Score -284975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -284983.593750 Penalty: 3827.143555
	Iteration 25Q: 3 clusters Score -284983.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -284988.406250 Penalty: 3827.143555
	Iteration 26Q: 3 clusters Score -284988.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -284990.250000 Penalty: 3827.143555
	Iteration 27Q: 3 clusters Score -284990.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -284993.406250 Penalty: 3827.143555
	Iteration 28Q: 3 clusters Score -284993.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -284996.781250 Penalty: 3827.143555
	Iteration 29Q: 3 clusters Score -284996.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -284998.031250 Penalty: 3827.143555
	Iteration 30Q: 3 clusters Score -284998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -284998.031250 Penalty: 3827.143555
	Iteration 31F: 3 clusters Score -284998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Entering Unmasked Estep 
Score: -4300878.000000 Penalty: 2577.415283
	Iteration 0F: 2 clusters Score -4300878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4278737.000000 Penalty: 5154.830566
	Iteration 0F: 3 clusters Score -4278737 nChanged 14769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -4287008.500000 Penalty: 5154.830566
	Iteration 1F: 3 clusters Score -4287008 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -4287617.000000 Penalty: 5154.830566
	Iteration 2F: 3 clusters Score -4287617 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -4288296.500000 Penalty: 5154.830566
	Iteration 3F: 3 clusters Score -4288296 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -4289084.500000 Penalty: 5154.830566
	Iteration 4F: 3 clusters Score -4289084 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -4290017.500000 Penalty: 5154.830566
	Iteration 5F: 3 clusters Score -4290018 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -4290962.500000 Penalty: 5154.830566
	Iteration 6F: 3 clusters Score -4290962 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -4291875.000000 Penalty: 5154.830566
	Iteration 7F: 3 clusters Score -4291875 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -4292783.500000 Penalty: 5154.830566
	Iteration 8F: 3 clusters Score -4292784 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -4293686.500000 Penalty: 5154.830566
	Iteration 9Q: 3 clusters Score -4293686 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -4294627.000000 Penalty: 5154.830566
	Iteration 10Q: 3 clusters Score -4294627 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -4295540.000000 Penalty: 5154.830566
	Iteration 11Q: 3 clusters Score -4295540 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -4296433.500000 Penalty: 5154.830566
	Iteration 12Q: 3 clusters Score -4296434 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -4297180.500000 Penalty: 5154.830566
	Iteration 13Q: 3 clusters Score -4297180 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -4297749.000000 Penalty: 5154.830566
	Iteration 14Q: 3 clusters Score -4297749 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -4298102.500000 Penalty: 5154.830566
	Iteration 15Q: 3 clusters Score -4298102 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -4298298.500000 Penalty: 5154.830566
	Iteration 16Q: 3 clusters Score -4298298 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -4298406.500000 Penalty: 5154.830566
	Iteration 17Q: 3 clusters Score -4298406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -4298464.500000 Penalty: 5154.830566
	Iteration 18Q: 3 clusters Score -4298464 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -4298514.500000 Penalty: 5154.830566
	Iteration 19Q: 3 clusters Score -4298514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -4298549.500000 Penalty: 5154.830566
	Iteration 20F: 3 clusters Score -4298550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4298587.500000 Penalty: 5154.830566
	Iteration 21Q: 3 clusters Score -4298588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -4298602.500000 Penalty: 5154.830566
	Iteration 22Q: 3 clusters Score -4298602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -4298627.500000 Penalty: 5154.830566
	Iteration 23Q: 3 clusters Score -4298628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -4298646.500000 Penalty: 5154.830566
	Iteration 24Q: 3 clusters Score -4298646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -4298657.500000 Penalty: 5154.830566
	Iteration 25Q: 3 clusters Score -4298658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -4298655.000000 Penalty: 5154.830566
	Iteration 26Q: 3 clusters Score -4298655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -4298665.000000 Penalty: 5154.830566
	Iteration 27Q: 3 clusters Score -4298665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -4298669.000000 Penalty: 5154.830566
	Iteration 28Q: 3 clusters Score -4298669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -4298671.500000 Penalty: 5154.830566
	Iteration 29Q: 3 clusters Score -4298672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -4298675.000000 Penalty: 5154.830566
	Iteration 30Q: 3 clusters Score -4298675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -4298673.500000 Penalty: 5154.830566
	Iteration 31Q: 3 clusters Score -4298674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -4298675.000000 Penalty: 5154.830566
	Iteration 32Q: 3 clusters Score -4298675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -4298679.000000 Penalty: 5154.830566
	Iteration 33Q: 3 clusters Score -4298679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -4298678.000000 Penalty: 5154.830566
	Iteration 34Q: 3 clusters Score -4298678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -4298678.000000 Penalty: 5154.830566
	Iteration 35F: 3 clusters Score -4298678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -325814.500000 Penalty: 1953.970459
	Iteration 0F: 2 clusters Score -325814.5 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 1330 members 
Entering Unmasked Estep 
Score: -322840.750000 Penalty: 3907.940918
	Iteration 0F: 3 clusters Score -322840.8 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -323481.187500 Penalty: 3907.940918
	Iteration 1F: 3 clusters Score -323481.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -323641.218750 Penalty: 3907.940918
	Iteration 2F: 3 clusters Score -323641.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -323760.562500 Penalty: 3907.940918
	Iteration 3F: 3 clusters Score -323760.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -323880.062500 Penalty: 3907.940918
	Iteration 4Q: 3 clusters Score -323880.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -323979.000000 Penalty: 3907.940918
	Iteration 5Q: 3 clusters Score -323979 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -324093.500000 Penalty: 3907.940918
	Iteration 6Q: 3 clusters Score -324093.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -324233.343750 Penalty: 3907.940918
	Iteration 7Q: 3 clusters Score -324233.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -324390.093750 Penalty: 3907.940918
	Iteration 8Q: 3 clusters Score -324390.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -324541.218750 Penalty: 3907.940918
	Iteration 9Q: 3 clusters Score -324541.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -324720.093750 Penalty: 3907.940918
	Iteration 10Q: 3 clusters Score -324720.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -324885.375000 Penalty: 3907.940918
	Iteration 11Q: 3 clusters Score -324885.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -324990.468750 Penalty: 3907.940918
	Iteration 12Q: 3 clusters Score -324990.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -325055.906250 Penalty: 3907.940918
	Iteration 13Q: 3 clusters Score -325055.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -325092.750000 Penalty: 3907.940918
	Iteration 14Q: 3 clusters Score -325092.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -325117.093750 Penalty: 3907.940918
	Iteration 15Q: 3 clusters Score -325117.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -325127.031250 Penalty: 3907.940918
	Iteration 16Q: 3 clusters Score -325127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -325128.437500 Penalty: 3907.940918
	Iteration 17Q: 3 clusters Score -325128.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -325129.125000 Penalty: 3907.940918
	Iteration 18Q: 3 clusters Score -325129.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -325130.281250 Penalty: 3907.940918
	Iteration 19Q: 3 clusters Score -325130.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -325131.156250 Penalty: 3907.940918
	Iteration 20F: 3 clusters Score -325131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -325132.125000 Penalty: 3907.940918
	Iteration 21Q: 3 clusters Score -325132.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -325132.125000 Penalty: 3907.940918
	Iteration 22F: 3 clusters Score -325132.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Entering Unmasked Estep 
Score: -2403742.500000 Penalty: 2437.787354
	Iteration 0F: 2 clusters Score -2403742 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 9303 members 
Entering Unmasked Estep 
Score: -2390643.750000 Penalty: 4875.574707
	Iteration 0F: 3 clusters Score -2390644 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2394905.750000 Penalty: 4875.574707
	Iteration 1F: 3 clusters Score -2394906 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2395336.250000 Penalty: 4875.574707
	Iteration 2F: 3 clusters Score -2395336 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2395702.000000 Penalty: 4875.574707
	Iteration 3Q: 3 clusters Score -2395702 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2396237.750000 Penalty: 4875.574707
	Iteration 4Q: 3 clusters Score -2396238 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2397046.750000 Penalty: 4875.574707
	Iteration 5F: 3 clusters Score -2397047 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2398021.750000 Penalty: 4875.574707
	Iteration 6F: 3 clusters Score -2398022 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2398935.750000 Penalty: 4875.574707
	Iteration 7F: 3 clusters Score -2398936 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2399717.500000 Penalty: 4875.574707
	Iteration 8F: 3 clusters Score -2399718 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2400401.750000 Penalty: 4875.574707
	Iteration 9F: 3 clusters Score -2400402 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2400956.250000 Penalty: 4875.574707
	Iteration 10Q: 3 clusters Score -2400956 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2401447.250000 Penalty: 4875.574707
	Iteration 11Q: 3 clusters Score -2401447 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2401871.750000 Penalty: 4875.574707
	Iteration 12Q: 3 clusters Score -2401872 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2402237.500000 Penalty: 4875.574707
	Iteration 13Q: 3 clusters Score -2402238 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2402523.500000 Penalty: 4875.574707
	Iteration 14Q: 3 clusters Score -2402524 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2402771.000000 Penalty: 4875.574707
	Iteration 15Q: 3 clusters Score -2402771 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2402917.000000 Penalty: 4875.574707
	Iteration 16Q: 3 clusters Score -2402917 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2402984.000000 Penalty: 4875.574707
	Iteration 17Q: 3 clusters Score -2402984 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2403011.500000 Penalty: 4875.574707
	Iteration 18Q: 3 clusters Score -2403012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2403040.750000 Penalty: 4875.574707
	Iteration 19Q: 3 clusters Score -2403041 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2403056.750000 Penalty: 4875.574707
	Iteration 20F: 3 clusters Score -2403057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2403066.750000 Penalty: 4875.574707
	Iteration 21Q: 3 clusters Score -2403067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2403082.500000 Penalty: 4875.574707
	Iteration 22Q: 3 clusters Score -2403082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2403094.250000 Penalty: 4875.574707
	Iteration 23Q: 3 clusters Score -2403094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2403103.250000 Penalty: 4875.574707
	Iteration 24Q: 3 clusters Score -2403103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2403120.000000 Penalty: 4875.574707
	Iteration 25Q: 3 clusters Score -2403120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2403128.000000 Penalty: 4875.574707
	Iteration 26Q: 3 clusters Score -2403128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2403134.000000 Penalty: 4875.574707
	Iteration 27Q: 3 clusters Score -2403134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2403137.500000 Penalty: 4875.574707
	Iteration 28Q: 3 clusters Score -2403138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2403144.500000 Penalty: 4875.574707
	Iteration 29Q: 3 clusters Score -2403144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2403148.500000 Penalty: 4875.574707
	Iteration 30Q: 3 clusters Score -2403148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2403145.250000 Penalty: 4875.574707
	Iteration 31Q: 3 clusters Score -2403145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2403148.500000 Penalty: 4875.574707
	Iteration 32Q: 3 clusters Score -2403148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2403152.250000 Penalty: 4875.574707
	Iteration 33Q: 3 clusters Score -2403152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2403151.750000 Penalty: 4875.574707
	Iteration 34Q: 3 clusters Score -2403152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2403151.250000 Penalty: 4875.574707
	Iteration 35Q: 3 clusters Score -2403151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2403153.000000 Penalty: 4875.574707
	Iteration 36Q: 3 clusters Score -2403153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2403157.250000 Penalty: 4875.574707
	Iteration 37Q: 3 clusters Score -2403157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2403156.250000 Penalty: 4875.574707
	Iteration 38Q: 3 clusters Score -2403156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2403159.000000 Penalty: 4875.574707
	Iteration 39Q: 3 clusters Score -2403159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2403157.250000 Penalty: 4875.574707
	Iteration 40F: 3 clusters Score -2403157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2403158.500000 Penalty: 4875.574707
	Iteration 41Q: 3 clusters Score -2403158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2403158.250000 Penalty: 4875.574707
	Iteration 42Q: 3 clusters Score -2403158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2403160.000000 Penalty: 4875.574707
	Iteration 43Q: 3 clusters Score -2403160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2403156.750000 Penalty: 4875.574707
	Iteration 44Q: 3 clusters Score -2403157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2403160.750000 Penalty: 4875.574707
	Iteration 45Q: 3 clusters Score -2403161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2403163.750000 Penalty: 4875.574707
	Iteration 46Q: 3 clusters Score -2403164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2403163.250000 Penalty: 4875.574707
	Iteration 47Q: 3 clusters Score -2403163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2403163.250000 Penalty: 4875.574707
	Iteration 48F: 3 clusters Score -2403163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Entering Unmasked Estep 
Score: -661788.062500 Penalty: 2131.625488
	Iteration 0F: 2 clusters Score -661788.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -657035.187500 Penalty: 4263.250977
	Iteration 0F: 3 clusters Score -657035.2 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -658350.812500 Penalty: 4263.250977
	Iteration 1F: 3 clusters Score -658350.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -658697.687500 Penalty: 4263.250977
	Iteration 2F: 3 clusters Score -658697.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -658974.375000 Penalty: 4263.250977
	Iteration 3F: 3 clusters Score -658974.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -659248.312500 Penalty: 4263.250977
	Iteration 4F: 3 clusters Score -659248.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -659571.625000 Penalty: 4263.250977
	Iteration 5F: 3 clusters Score -659571.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -659790.437500 Penalty: 4263.250977
	Iteration 6F: 3 clusters Score -659790.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -659949.812500 Penalty: 4263.250977
	Iteration 7Q: 3 clusters Score -659949.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -660082.312500 Penalty: 4263.250977
	Iteration 8Q: 3 clusters Score -660082.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -660171.687500 Penalty: 4263.250977
	Iteration 9Q: 3 clusters Score -660171.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -660236.750000 Penalty: 4263.250977
	Iteration 10Q: 3 clusters Score -660236.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -660284.250000 Penalty: 4263.250977
	Iteration 11Q: 3 clusters Score -660284.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -660320.437500 Penalty: 4263.250977
	Iteration 12Q: 3 clusters Score -660320.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -660356.375000 Penalty: 4263.250977
	Iteration 13Q: 3 clusters Score -660356.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -660393.437500 Penalty: 4263.250977
	Iteration 14Q: 3 clusters Score -660393.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -660420.437500 Penalty: 4263.250977
	Iteration 15Q: 3 clusters Score -660420.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -660439.000000 Penalty: 4263.250977
	Iteration 16Q: 3 clusters Score -660439 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -660458.000000 Penalty: 4263.250977
	Iteration 17Q: 3 clusters Score -660458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -660473.000000 Penalty: 4263.250977
	Iteration 18Q: 3 clusters Score -660473 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -660488.000000 Penalty: 4263.250977
	Iteration 19Q: 3 clusters Score -660488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -660511.062500 Penalty: 4263.250977
	Iteration 20F: 3 clusters Score -660511.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -660530.750000 Penalty: 4263.250977
	Iteration 21Q: 3 clusters Score -660530.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -660552.750000 Penalty: 4263.250977
	Iteration 22Q: 3 clusters Score -660552.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -660571.312500 Penalty: 4263.250977
	Iteration 23Q: 3 clusters Score -660571.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -660596.437500 Penalty: 4263.250977
	Iteration 24Q: 3 clusters Score -660596.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -660628.687500 Penalty: 4263.250977
	Iteration 25Q: 3 clusters Score -660628.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -660674.812500 Penalty: 4263.250977
	Iteration 26Q: 3 clusters Score -660674.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -660756.937500 Penalty: 4263.250977
	Iteration 27Q: 3 clusters Score -660756.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -660861.437500 Penalty: 4263.250977
	Iteration 28Q: 3 clusters Score -660861.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -660975.625000 Penalty: 4263.250977
	Iteration 29Q: 3 clusters Score -660975.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -661043.312500 Penalty: 4263.250977
	Iteration 30Q: 3 clusters Score -661043.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -661066.062500 Penalty: 4263.250977
	Iteration 31Q: 3 clusters Score -661066.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -661088.187500 Penalty: 4263.250977
	Iteration 32Q: 3 clusters Score -661088.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -661107.937500 Penalty: 4263.250977
	Iteration 33Q: 3 clusters Score -661107.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -661118.875000 Penalty: 4263.250977
	Iteration 34Q: 3 clusters Score -661118.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -661129.437500 Penalty: 4263.250977
	Iteration 35Q: 3 clusters Score -661129.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -661135.625000 Penalty: 4263.250977
	Iteration 36Q: 3 clusters Score -661135.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -661139.625000 Penalty: 4263.250977
	Iteration 37Q: 3 clusters Score -661139.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -661143.750000 Penalty: 4263.250977
	Iteration 38Q: 3 clusters Score -661143.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -661145.875000 Penalty: 4263.250977
	Iteration 39Q: 3 clusters Score -661145.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -661147.500000 Penalty: 4263.250977
	Iteration 40F: 3 clusters Score -661147.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -661147.125000 Penalty: 4263.250977
	Iteration 41Q: 3 clusters Score -661147.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -661148.875000 Penalty: 4263.250977
	Iteration 42Q: 3 clusters Score -661148.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -661152.625000 Penalty: 4263.250977
	Iteration 43Q: 3 clusters Score -661152.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -661153.125000 Penalty: 4263.250977
	Iteration 44Q: 3 clusters Score -661153.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -661152.437500 Penalty: 4263.250977
	Iteration 45Q: 3 clusters Score -661152.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -661152.437500 Penalty: 4263.250977
	Iteration 46F: 3 clusters Score -661152.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Entering Unmasked Estep 
Score: -709045.750000 Penalty: 2131.717285
	Iteration 0F: 2 clusters Score -709045.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -704255.187500 Penalty: 4263.434570
	Iteration 0F: 3 clusters Score -704255.2 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -705372.375000 Penalty: 4263.434570
	Iteration 1F: 3 clusters Score -705372.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -705561.437500 Penalty: 4263.434570
	Iteration 2F: 3 clusters Score -705561.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -705690.625000 Penalty: 4263.434570
	Iteration 3Q: 3 clusters Score -705690.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -705780.062500 Penalty: 4263.434570
	Iteration 4Q: 3 clusters Score -705780.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -705845.437500 Penalty: 4263.434570
	Iteration 5Q: 3 clusters Score -705845.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -705897.875000 Penalty: 4263.434570
	Iteration 6Q: 3 clusters Score -705897.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -705940.625000 Penalty: 4263.434570
	Iteration 7Q: 3 clusters Score -705940.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -705973.500000 Penalty: 4263.434570
	Iteration 8Q: 3 clusters Score -705973.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -706005.000000 Penalty: 4263.434570
	Iteration 9Q: 3 clusters Score -706005 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -706045.125000 Penalty: 4263.434570
	Iteration 10Q: 3 clusters Score -706045.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -706087.875000 Penalty: 4263.434570
	Iteration 11Q: 3 clusters Score -706087.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -706141.687500 Penalty: 4263.434570
	Iteration 12Q: 3 clusters Score -706141.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -706198.500000 Penalty: 4263.434570
	Iteration 13Q: 3 clusters Score -706198.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -706262.187500 Penalty: 4263.434570
	Iteration 14Q: 3 clusters Score -706262.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -706332.812500 Penalty: 4263.434570
	Iteration 15Q: 3 clusters Score -706332.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -706396.125000 Penalty: 4263.434570
	Iteration 16Q: 3 clusters Score -706396.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -706457.125000 Penalty: 4263.434570
	Iteration 17Q: 3 clusters Score -706457.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -706530.937500 Penalty: 4263.434570
	Iteration 18Q: 3 clusters Score -706530.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -706610.187500 Penalty: 4263.434570
	Iteration 19Q: 3 clusters Score -706610.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -706694.937500 Penalty: 4263.434570
	Iteration 20F: 3 clusters Score -706694.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -706771.000000 Penalty: 4263.434570
	Iteration 21Q: 3 clusters Score -706771 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -706837.687500 Penalty: 4263.434570
	Iteration 22Q: 3 clusters Score -706837.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -706901.125000 Penalty: 4263.434570
	Iteration 23Q: 3 clusters Score -706901.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -706948.187500 Penalty: 4263.434570
	Iteration 24Q: 3 clusters Score -706948.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -706987.187500 Penalty: 4263.434570
	Iteration 25Q: 3 clusters Score -706987.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -707020.312500 Penalty: 4263.434570
	Iteration 26Q: 3 clusters Score -707020.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -707044.375000 Penalty: 4263.434570
	Iteration 27Q: 3 clusters Score -707044.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -707062.937500 Penalty: 4263.434570
	Iteration 28Q: 3 clusters Score -707062.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -707083.375000 Penalty: 4263.434570
	Iteration 29Q: 3 clusters Score -707083.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -707096.500000 Penalty: 4263.434570
	Iteration 30Q: 3 clusters Score -707096.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -707107.000000 Penalty: 4263.434570
	Iteration 31Q: 3 clusters Score -707107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -707115.312500 Penalty: 4263.434570
	Iteration 32Q: 3 clusters Score -707115.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -707128.125000 Penalty: 4263.434570
	Iteration 33Q: 3 clusters Score -707128.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -707143.875000 Penalty: 4263.434570
	Iteration 34Q: 3 clusters Score -707143.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -707154.562500 Penalty: 4263.434570
	Iteration 35Q: 3 clusters Score -707154.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -707170.250000 Penalty: 4263.434570
	Iteration 36Q: 3 clusters Score -707170.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -707182.125000 Penalty: 4263.434570
	Iteration 37Q: 3 clusters Score -707182.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -707193.187500 Penalty: 4263.434570
	Iteration 38Q: 3 clusters Score -707193.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -707203.062500 Penalty: 4263.434570
	Iteration 39Q: 3 clusters Score -707203.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -707206.875000 Penalty: 4263.434570
	Iteration 40F: 3 clusters Score -707206.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -707213.375000 Penalty: 4263.434570
	Iteration 41Q: 3 clusters Score -707213.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -707217.625000 Penalty: 4263.434570
	Iteration 42Q: 3 clusters Score -707217.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -707218.625000 Penalty: 4263.434570
	Iteration 43Q: 3 clusters Score -707218.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -707218.625000 Penalty: 4263.434570
	Iteration 44F: 3 clusters Score -707218.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Entering Unmasked Estep 
Score: -3450616.500000 Penalty: 2525.105225
	Iteration 0F: 2 clusters Score -3450616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -3432433.500000 Penalty: 5050.210449
	Iteration 0F: 3 clusters Score -3432434 nChanged 11747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -3438887.500000 Penalty: 5050.210449
	Iteration 1F: 3 clusters Score -3438888 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3439553.500000 Penalty: 5050.210449
	Iteration 2F: 3 clusters Score -3439554 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3440195.000000 Penalty: 5050.210449
	Iteration 3F: 3 clusters Score -3440195 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3440786.500000 Penalty: 5050.210449
	Iteration 4Q: 3 clusters Score -3440786 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3441357.750000 Penalty: 5050.210449
	Iteration 5Q: 3 clusters Score -3441358 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3441997.500000 Penalty: 5050.210449
	Iteration 6Q: 3 clusters Score -3441998 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3442725.250000 Penalty: 5050.210449
	Iteration 7F: 3 clusters Score -3442725 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -3443589.250000 Penalty: 5050.210449
	Iteration 8F: 3 clusters Score -3443589 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -3444532.500000 Penalty: 5050.210449
	Iteration 9F: 3 clusters Score -3444532 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -3445476.250000 Penalty: 5050.210449
	Iteration 10F: 3 clusters Score -3445476 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -3446273.750000 Penalty: 5050.210449
	Iteration 11Q: 3 clusters Score -3446274 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3446885.250000 Penalty: 5050.210449
	Iteration 12Q: 3 clusters Score -3446885 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3447347.250000 Penalty: 5050.210449
	Iteration 13Q: 3 clusters Score -3447347 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -3447806.500000 Penalty: 5050.210449
	Iteration 14Q: 3 clusters Score -3447806 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3448334.750000 Penalty: 5050.210449
	Iteration 15Q: 3 clusters Score -3448335 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3448974.250000 Penalty: 5050.210449
	Iteration 16Q: 3 clusters Score -3448974 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -3449516.250000 Penalty: 5050.210449
	Iteration 17Q: 3 clusters Score -3449516 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -3449796.250000 Penalty: 5050.210449
	Iteration 18Q: 3 clusters Score -3449796 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -3449927.500000 Penalty: 5050.210449
	Iteration 19Q: 3 clusters Score -3449928 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3449992.000000 Penalty: 5050.210449
	Iteration 20F: 3 clusters Score -3449992 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -3450029.500000 Penalty: 5050.210449
	Iteration 21Q: 3 clusters Score -3450030 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -3450062.250000 Penalty: 5050.210449
	Iteration 22Q: 3 clusters Score -3450062 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -3450089.000000 Penalty: 5050.210449
	Iteration 23Q: 3 clusters Score -3450089 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3450100.750000 Penalty: 5050.210449
	Iteration 24Q: 3 clusters Score -3450101 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -3450124.750000 Penalty: 5050.210449
	Iteration 25Q: 3 clusters Score -3450125 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -3450137.500000 Penalty: 5050.210449
	Iteration 26Q: 3 clusters Score -3450138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -3450150.000000 Penalty: 5050.210449
	Iteration 27Q: 3 clusters Score -3450150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3450155.250000 Penalty: 5050.210449
	Iteration 28Q: 3 clusters Score -3450155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3450150.000000 Penalty: 5050.210449
	Iteration 29Q: 3 clusters Score -3450150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3450159.000000 Penalty: 5050.210449
	Iteration 30Q: 3 clusters Score -3450159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -3450162.250000 Penalty: 5050.210449
	Iteration 31Q: 3 clusters Score -3450162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3450162.250000 Penalty: 5050.210449
	Iteration 32Q: 3 clusters Score -3450162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -3450162.750000 Penalty: 5050.210449
	Iteration 33Q: 3 clusters Score -3450163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -3450160.000000 Penalty: 5050.210449
	Iteration 34Q: 3 clusters Score -3450160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -3450160.250000 Penalty: 5050.210449
	Iteration 35Q: 3 clusters Score -3450160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -3450169.250000 Penalty: 5050.210449
	Iteration 36Q: 3 clusters Score -3450169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -3450170.000000 Penalty: 5050.210449
	Iteration 37Q: 3 clusters Score -3450170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -3450171.750000 Penalty: 5050.210449
	Iteration 38Q: 3 clusters Score -3450172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -3450166.750000 Penalty: 5050.210449
	Iteration 39Q: 3 clusters Score -3450167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -3450163.750000 Penalty: 5050.210449
	Iteration 40F: 3 clusters Score -3450164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -3450169.000000 Penalty: 5050.210449
	Iteration 41Q: 3 clusters Score -3450169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3450168.000000 Penalty: 5050.210449
	Iteration 42Q: 3 clusters Score -3450168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -3450163.250000 Penalty: 5050.210449
	Iteration 43Q: 3 clusters Score -3450163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -3450166.000000 Penalty: 5050.210449
	Iteration 44Q: 3 clusters Score -3450166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -3450169.250000 Penalty: 5050.210449
	Iteration 45Q: 3 clusters Score -3450169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3450166.250000 Penalty: 5050.210449
	Iteration 46Q: 3 clusters Score -3450166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -3450168.750000 Penalty: 5050.210449
	Iteration 47Q: 3 clusters Score -3450169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -3450172.500000 Penalty: 5050.210449
	Iteration 48Q: 3 clusters Score -3450172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -3450172.500000 Penalty: 5050.210449
	Iteration 49Q: 3 clusters Score -3450172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -3450171.500000 Penalty: 5050.210449
	Iteration 50Q: 3 clusters Score -3450172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -3450166.500000 Penalty: 5050.210449
	Iteration 51Q: 3 clusters Score -3450166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -3450165.250000 Penalty: 5050.210449
	Iteration 52Q: 3 clusters Score -3450165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -3450165.000000 Penalty: 5050.210449
	Iteration 53Q: 3 clusters Score -3450165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3450164.000000 Penalty: 5050.210449
	Iteration 54Q: 3 clusters Score -3450164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3450160.250000 Penalty: 5050.210449
	Iteration 55Q: 3 clusters Score -3450160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3450158.000000 Penalty: 5050.210449
	Iteration 56Q: 3 clusters Score -3450158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3450157.000000 Penalty: 5050.210449
	Iteration 57Q: 3 clusters Score -3450157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3450157.000000 Penalty: 5050.210449
	Iteration 58F: 3 clusters Score -3450157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -18576.808594 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -18576.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17547.169922 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -17547.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17662.636719 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -17662.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17705.398438 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -17705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17720.560547 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -17720.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17740.046875 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -17740.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17752.531250 Penalty: 2607.717773
	Iteration 5Q: 3 clusters Score -17752.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17752.531250 Penalty: 2607.717773
	Iteration 6F: 3 clusters Score -17752.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -243964.906250 Penalty: 1865.689453
	Iteration 0F: 2 clusters Score -243964.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -241433.312500 Penalty: 3731.378906
	Iteration 0F: 3 clusters Score -241433.3 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -241915.281250 Penalty: 3731.378906
	Iteration 1F: 3 clusters Score -241915.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -242018.187500 Penalty: 3731.378906
	Iteration 2F: 3 clusters Score -242018.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -242069.671875 Penalty: 3731.378906
	Iteration 3Q: 3 clusters Score -242069.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -242099.515625 Penalty: 3731.378906
	Iteration 4Q: 3 clusters Score -242099.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -242123.171875 Penalty: 3731.378906
	Iteration 5Q: 3 clusters Score -242123.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -242128.609375 Penalty: 3731.378906
	Iteration 6Q: 3 clusters Score -242128.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -242133.625000 Penalty: 3731.378906
	Iteration 7Q: 3 clusters Score -242133.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -242137.671875 Penalty: 3731.378906
	Iteration 8Q: 3 clusters Score -242137.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -242140.203125 Penalty: 3731.378906
	Iteration 9Q: 3 clusters Score -242140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -242141.031250 Penalty: 3731.378906
	Iteration 10Q: 3 clusters Score -242141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -242142.718750 Penalty: 3731.378906
	Iteration 11Q: 3 clusters Score -242142.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -242145.453125 Penalty: 3731.378906
	Iteration 12Q: 3 clusters Score -242145.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -242150.343750 Penalty: 3731.378906
	Iteration 13Q: 3 clusters Score -242150.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -242154.000000 Penalty: 3731.378906
	Iteration 14Q: 3 clusters Score -242154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -242157.843750 Penalty: 3731.378906
	Iteration 15Q: 3 clusters Score -242157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -242159.265625 Penalty: 3731.378906
	Iteration 16Q: 3 clusters Score -242159.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -242160.453125 Penalty: 3731.378906
	Iteration 17Q: 3 clusters Score -242160.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -242161.234375 Penalty: 3731.378906
	Iteration 18Q: 3 clusters Score -242161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -242161.343750 Penalty: 3731.378906
	Iteration 19Q: 3 clusters Score -242161.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -242162.390625 Penalty: 3731.378906
	Iteration 20F: 3 clusters Score -242162.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -242163.703125 Penalty: 3731.378906
	Iteration 21Q: 3 clusters Score -242163.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -242164.765625 Penalty: 3731.378906
	Iteration 22Q: 3 clusters Score -242164.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -242166.500000 Penalty: 3731.378906
	Iteration 23Q: 3 clusters Score -242166.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -242168.156250 Penalty: 3731.378906
	Iteration 24Q: 3 clusters Score -242168.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -242168.812500 Penalty: 3731.378906
	Iteration 25Q: 3 clusters Score -242168.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -242168.812500 Penalty: 3731.378906
	Iteration 26F: 3 clusters Score -242168.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Entering Unmasked Estep 
Score: -1783121.250000 Penalty: 2362.689697
	Iteration 0F: 2 clusters Score -1783121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1773142.875000 Penalty: 4725.379395
	Iteration 0F: 3 clusters Score -1773143 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1776274.375000 Penalty: 4725.379395
	Iteration 1F: 3 clusters Score -1776274 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1776627.125000 Penalty: 4725.379395
	Iteration 2F: 3 clusters Score -1776627 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1776898.000000 Penalty: 4725.379395
	Iteration 3Q: 3 clusters Score -1776898 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1777130.875000 Penalty: 4725.379395
	Iteration 4Q: 3 clusters Score -1777131 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1777345.000000 Penalty: 4725.379395
	Iteration 5Q: 3 clusters Score -1777345 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1777563.875000 Penalty: 4725.379395
	Iteration 6Q: 3 clusters Score -1777564 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1777828.875000 Penalty: 4725.379395
	Iteration 7Q: 3 clusters Score -1777829 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1778139.875000 Penalty: 4725.379395
	Iteration 8Q: 3 clusters Score -1778140 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1778496.125000 Penalty: 4725.379395
	Iteration 9Q: 3 clusters Score -1778496 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1778893.000000 Penalty: 4725.379395
	Iteration 10Q: 3 clusters Score -1778893 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1779283.250000 Penalty: 4725.379395
	Iteration 11Q: 3 clusters Score -1779283 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1779659.125000 Penalty: 4725.379395
	Iteration 12Q: 3 clusters Score -1779659 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1779991.500000 Penalty: 4725.379395
	Iteration 13Q: 3 clusters Score -1779992 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1780257.375000 Penalty: 4725.379395
	Iteration 14Q: 3 clusters Score -1780257 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1780472.000000 Penalty: 4725.379395
	Iteration 15Q: 3 clusters Score -1780472 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1780632.250000 Penalty: 4725.379395
	Iteration 16Q: 3 clusters Score -1780632 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1780745.125000 Penalty: 4725.379395
	Iteration 17Q: 3 clusters Score -1780745 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1780816.375000 Penalty: 4725.379395
	Iteration 18Q: 3 clusters Score -1780816 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1780869.375000 Penalty: 4725.379395
	Iteration 19Q: 3 clusters Score -1780869 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1780919.875000 Penalty: 4725.379395
	Iteration 20F: 3 clusters Score -1780920 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1780960.250000 Penalty: 4725.379395
	Iteration 21Q: 3 clusters Score -1780960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1780986.250000 Penalty: 4725.379395
	Iteration 22Q: 3 clusters Score -1780986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1781003.000000 Penalty: 4725.379395
	Iteration 23Q: 3 clusters Score -1781003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1781009.000000 Penalty: 4725.379395
	Iteration 24Q: 3 clusters Score -1781009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1781016.125000 Penalty: 4725.379395
	Iteration 25Q: 3 clusters Score -1781016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1781020.375000 Penalty: 4725.379395
	Iteration 26Q: 3 clusters Score -1781020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1781029.875000 Penalty: 4725.379395
	Iteration 27Q: 3 clusters Score -1781030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1781029.625000 Penalty: 4725.379395
	Iteration 28Q: 3 clusters Score -1781030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1781031.500000 Penalty: 4725.379395
	Iteration 29Q: 3 clusters Score -1781032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1781031.250000 Penalty: 4725.379395
	Iteration 30Q: 3 clusters Score -1781031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1781031.500000 Penalty: 4725.379395
	Iteration 31Q: 3 clusters Score -1781032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1781033.500000 Penalty: 4725.379395
	Iteration 32Q: 3 clusters Score -1781034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1781034.500000 Penalty: 4725.379395
	Iteration 33Q: 3 clusters Score -1781034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1781034.500000 Penalty: 4725.379395
	Iteration 34F: 3 clusters Score -1781034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Entering Unmasked Estep 
Score: -448068.000000 Penalty: 2028.023926
	Iteration 0F: 2 clusters Score -448068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -444484.500000 Penalty: 4056.047852
	Iteration 0F: 3 clusters Score -444484.5 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -445240.750000 Penalty: 4056.047852
	Iteration 1F: 3 clusters Score -445240.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -445436.593750 Penalty: 4056.047852
	Iteration 2F: 3 clusters Score -445436.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -445550.625000 Penalty: 4056.047852
	Iteration 3F: 3 clusters Score -445550.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -445628.843750 Penalty: 4056.047852
	Iteration 4Q: 3 clusters Score -445628.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -445680.656250 Penalty: 4056.047852
	Iteration 5Q: 3 clusters Score -445680.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -445724.562500 Penalty: 4056.047852
	Iteration 6Q: 3 clusters Score -445724.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -445750.750000 Penalty: 4056.047852
	Iteration 7Q: 3 clusters Score -445750.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -445773.406250 Penalty: 4056.047852
	Iteration 8Q: 3 clusters Score -445773.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -445792.718750 Penalty: 4056.047852
	Iteration 9Q: 3 clusters Score -445792.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -445806.062500 Penalty: 4056.047852
	Iteration 10Q: 3 clusters Score -445806.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -445818.687500 Penalty: 4056.047852
	Iteration 11Q: 3 clusters Score -445818.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -445827.375000 Penalty: 4056.047852
	Iteration 12Q: 3 clusters Score -445827.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -445836.437500 Penalty: 4056.047852
	Iteration 13Q: 3 clusters Score -445836.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -445841.656250 Penalty: 4056.047852
	Iteration 14Q: 3 clusters Score -445841.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -445847.156250 Penalty: 4056.047852
	Iteration 15Q: 3 clusters Score -445847.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -445852.156250 Penalty: 4056.047852
	Iteration 16Q: 3 clusters Score -445852.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -445854.906250 Penalty: 4056.047852
	Iteration 17Q: 3 clusters Score -445854.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -445857.125000 Penalty: 4056.047852
	Iteration 18Q: 3 clusters Score -445857.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -445860.625000 Penalty: 4056.047852
	Iteration 19Q: 3 clusters Score -445860.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -445864.718750 Penalty: 4056.047852
	Iteration 20F: 3 clusters Score -445864.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -445868.593750 Penalty: 4056.047852
	Iteration 21Q: 3 clusters Score -445868.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -445874.156250 Penalty: 4056.047852
	Iteration 22Q: 3 clusters Score -445874.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -445879.843750 Penalty: 4056.047852
	Iteration 23Q: 3 clusters Score -445879.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -445887.031250 Penalty: 4056.047852
	Iteration 24Q: 3 clusters Score -445887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -445893.218750 Penalty: 4056.047852
	Iteration 25Q: 3 clusters Score -445893.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -445898.593750 Penalty: 4056.047852
	Iteration 26Q: 3 clusters Score -445898.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -445900.156250 Penalty: 4056.047852
	Iteration 27Q: 3 clusters Score -445900.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -445901.062500 Penalty: 4056.047852
	Iteration 28Q: 3 clusters Score -445901.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -445901.375000 Penalty: 4056.047852
	Iteration 29Q: 3 clusters Score -445901.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -445901.468750 Penalty: 4056.047852
	Iteration 30Q: 3 clusters Score -445901.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -445901.468750 Penalty: 4056.047852
	Iteration 31F: 3 clusters Score -445901.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -69552.304688 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -69552.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68034.195312 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -68034.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68473.273438 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -68473.27 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68689.601562 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -68689.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68868.046875 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -68868.05 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69120.437500 Penalty: 3192.330566
	Iteration 4F: 3 clusters Score -69120.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69431.445312 Penalty: 3192.330566
	Iteration 5F: 3 clusters Score -69431.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -69711.437500 Penalty: 3192.330566
	Iteration 6F: 3 clusters Score -69711.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69910.359375 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -69910.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -69948.476562 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -69948.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -69964.515625 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -69964.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -69977.546875 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -69977.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -69999.937500 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -69999.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -70009.789062 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -70009.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -70009.789062 Penalty: 3192.330566
	Iteration 13F: 3 clusters Score -70009.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96786 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9109 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8485 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32624 members 
Mstep: Class 14 contains 2641 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13725 members 
Mstep: Class 22 contains 3560 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8493 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44656 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Mstep: Class 40 contains 440 members 
Entering Unmasked Estep 
Score: -73859080.000000 Penalty: 131636.281250
Splitting cluster 23 changes total score from -73860328.000000 to -73859080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (4395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Entering Unmasked Estep 
Score: -578914.312500 Penalty: 2080.279297
	Iteration 0F: 2 clusters Score -578914.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -574790.625000 Penalty: 4160.558594
	Iteration 0F: 3 clusters Score -574790.6 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -575787.062500 Penalty: 4160.558594
	Iteration 1F: 3 clusters Score -575787.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -576124.562500 Penalty: 4160.558594
	Iteration 2F: 3 clusters Score -576124.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -576350.312500 Penalty: 4160.558594
	Iteration 3F: 3 clusters Score -576350.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -576493.125000 Penalty: 4160.558594
	Iteration 4Q: 3 clusters Score -576493.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -576614.437500 Penalty: 4160.558594
	Iteration 5Q: 3 clusters Score -576614.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -576735.875000 Penalty: 4160.558594
	Iteration 6Q: 3 clusters Score -576735.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -576853.062500 Penalty: 4160.558594
	Iteration 7Q: 3 clusters Score -576853.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -576944.625000 Penalty: 4160.558594
	Iteration 8Q: 3 clusters Score -576944.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -577014.875000 Penalty: 4160.558594
	Iteration 9Q: 3 clusters Score -577014.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -577087.375000 Penalty: 4160.558594
	Iteration 10Q: 3 clusters Score -577087.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -577154.062500 Penalty: 4160.558594
	Iteration 11Q: 3 clusters Score -577154.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -577214.750000 Penalty: 4160.558594
	Iteration 12Q: 3 clusters Score -577214.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -577253.375000 Penalty: 4160.558594
	Iteration 13Q: 3 clusters Score -577253.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -577279.500000 Penalty: 4160.558594
	Iteration 14Q: 3 clusters Score -577279.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -577303.125000 Penalty: 4160.558594
	Iteration 15Q: 3 clusters Score -577303.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -577324.562500 Penalty: 4160.558594
	Iteration 16Q: 3 clusters Score -577324.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -577340.750000 Penalty: 4160.558594
	Iteration 17Q: 3 clusters Score -577340.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -577353.000000 Penalty: 4160.558594
	Iteration 18Q: 3 clusters Score -577353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -577362.875000 Penalty: 4160.558594
	Iteration 19Q: 3 clusters Score -577362.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -577368.125000 Penalty: 4160.558594
	Iteration 20F: 3 clusters Score -577368.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -577377.000000 Penalty: 4160.558594
	Iteration 21Q: 3 clusters Score -577377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -577380.250000 Penalty: 4160.558594
	Iteration 22Q: 3 clusters Score -577380.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -577385.812500 Penalty: 4160.558594
	Iteration 23Q: 3 clusters Score -577385.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -577387.125000 Penalty: 4160.558594
	Iteration 24Q: 3 clusters Score -577387.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -577389.812500 Penalty: 4160.558594
	Iteration 25Q: 3 clusters Score -577389.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -577392.687500 Penalty: 4160.558594
	Iteration 26Q: 3 clusters Score -577392.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -577394.000000 Penalty: 4160.558594
	Iteration 27Q: 3 clusters Score -577394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -577396.000000 Penalty: 4160.558594
	Iteration 28Q: 3 clusters Score -577396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -577399.375000 Penalty: 4160.558594
	Iteration 29Q: 3 clusters Score -577399.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -577406.625000 Penalty: 4160.558594
	Iteration 30Q: 3 clusters Score -577406.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -577416.750000 Penalty: 4160.558594
	Iteration 31Q: 3 clusters Score -577416.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -577421.312500 Penalty: 4160.558594
	Iteration 32Q: 3 clusters Score -577421.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -577424.125000 Penalty: 4160.558594
	Iteration 33Q: 3 clusters Score -577424.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -577426.125000 Penalty: 4160.558594
	Iteration 34Q: 3 clusters Score -577426.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -577429.312500 Penalty: 4160.558594
	Iteration 35Q: 3 clusters Score -577429.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -577432.500000 Penalty: 4160.558594
	Iteration 36Q: 3 clusters Score -577432.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -577436.250000 Penalty: 4160.558594
	Iteration 37Q: 3 clusters Score -577436.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -577440.000000 Penalty: 4160.558594
	Iteration 38Q: 3 clusters Score -577440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -577441.437500 Penalty: 4160.558594
	Iteration 39Q: 3 clusters Score -577441.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -577444.000000 Penalty: 4160.558594
	Iteration 40F: 3 clusters Score -577444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -577444.625000 Penalty: 4160.558594
	Iteration 41Q: 3 clusters Score -577444.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -577446.625000 Penalty: 4160.558594
	Iteration 42Q: 3 clusters Score -577446.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -577448.062500 Penalty: 4160.558594
	Iteration 43Q: 3 clusters Score -577448.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -577450.187500 Penalty: 4160.558594
	Iteration 44Q: 3 clusters Score -577450.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -577455.562500 Penalty: 4160.558594
	Iteration 45Q: 3 clusters Score -577455.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -577456.625000 Penalty: 4160.558594
	Iteration 46Q: 3 clusters Score -577456.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -577458.625000 Penalty: 4160.558594
	Iteration 47Q: 3 clusters Score -577458.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -577458.187500 Penalty: 4160.558594
	Iteration 48Q: 3 clusters Score -577458.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -577458.187500 Penalty: 4160.558594
	Iteration 49F: 3 clusters Score -577458.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Entering Unmasked Estep 
Score: -1584634.750000 Penalty: 2351.017334
	Iteration 0F: 2 clusters Score -1584635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1575045.250000 Penalty: 4702.034668
	Iteration 0F: 3 clusters Score -1575045 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1578096.875000 Penalty: 4702.034668
	Iteration 1F: 3 clusters Score -1578097 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1578688.625000 Penalty: 4702.034668
	Iteration 2F: 3 clusters Score -1578689 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1579301.500000 Penalty: 4702.034668
	Iteration 3F: 3 clusters Score -1579302 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1579947.250000 Penalty: 4702.034668
	Iteration 4F: 3 clusters Score -1579947 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1580562.500000 Penalty: 4702.034668
	Iteration 5F: 3 clusters Score -1580562 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1581142.625000 Penalty: 4702.034668
	Iteration 6F: 3 clusters Score -1581143 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1581676.625000 Penalty: 4702.034668
	Iteration 7Q: 3 clusters Score -1581677 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1582083.125000 Penalty: 4702.034668
	Iteration 8Q: 3 clusters Score -1582083 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1582360.750000 Penalty: 4702.034668
	Iteration 9Q: 3 clusters Score -1582361 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1582551.750000 Penalty: 4702.034668
	Iteration 10Q: 3 clusters Score -1582552 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1582667.625000 Penalty: 4702.034668
	Iteration 11Q: 3 clusters Score -1582668 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1582749.750000 Penalty: 4702.034668
	Iteration 12Q: 3 clusters Score -1582750 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1582820.500000 Penalty: 4702.034668
	Iteration 13Q: 3 clusters Score -1582820 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1582886.250000 Penalty: 4702.034668
	Iteration 14Q: 3 clusters Score -1582886 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1582929.250000 Penalty: 4702.034668
	Iteration 15Q: 3 clusters Score -1582929 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1582963.625000 Penalty: 4702.034668
	Iteration 16Q: 3 clusters Score -1582964 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1582992.125000 Penalty: 4702.034668
	Iteration 17Q: 3 clusters Score -1582992 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1583030.125000 Penalty: 4702.034668
	Iteration 18Q: 3 clusters Score -1583030 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1583067.625000 Penalty: 4702.034668
	Iteration 19Q: 3 clusters Score -1583068 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1583114.000000 Penalty: 4702.034668
	Iteration 20F: 3 clusters Score -1583114 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1583162.375000 Penalty: 4702.034668
	Iteration 21Q: 3 clusters Score -1583162 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1583232.500000 Penalty: 4702.034668
	Iteration 22Q: 3 clusters Score -1583232 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1583289.750000 Penalty: 4702.034668
	Iteration 23Q: 3 clusters Score -1583290 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1583348.500000 Penalty: 4702.034668
	Iteration 24Q: 3 clusters Score -1583348 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1583399.000000 Penalty: 4702.034668
	Iteration 25Q: 3 clusters Score -1583399 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1583436.125000 Penalty: 4702.034668
	Iteration 26Q: 3 clusters Score -1583436 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1583467.000000 Penalty: 4702.034668
	Iteration 27Q: 3 clusters Score -1583467 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1583496.375000 Penalty: 4702.034668
	Iteration 28Q: 3 clusters Score -1583496 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1583516.250000 Penalty: 4702.034668
	Iteration 29Q: 3 clusters Score -1583516 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1583537.375000 Penalty: 4702.034668
	Iteration 30Q: 3 clusters Score -1583537 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1583547.625000 Penalty: 4702.034668
	Iteration 31Q: 3 clusters Score -1583548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1583559.250000 Penalty: 4702.034668
	Iteration 32Q: 3 clusters Score -1583559 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1583569.000000 Penalty: 4702.034668
	Iteration 33Q: 3 clusters Score -1583569 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1583573.875000 Penalty: 4702.034668
	Iteration 34Q: 3 clusters Score -1583574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1583575.125000 Penalty: 4702.034668
	Iteration 35Q: 3 clusters Score -1583575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1583580.625000 Penalty: 4702.034668
	Iteration 36Q: 3 clusters Score -1583581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1583585.125000 Penalty: 4702.034668
	Iteration 37Q: 3 clusters Score -1583585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1583586.625000 Penalty: 4702.034668
	Iteration 38Q: 3 clusters Score -1583587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1583591.125000 Penalty: 4702.034668
	Iteration 39Q: 3 clusters Score -1583591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1583592.125000 Penalty: 4702.034668
	Iteration 40F: 3 clusters Score -1583592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1583597.250000 Penalty: 4702.034668
	Iteration 41Q: 3 clusters Score -1583597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1583601.375000 Penalty: 4702.034668
	Iteration 42Q: 3 clusters Score -1583601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1583601.250000 Penalty: 4702.034668
	Iteration 43Q: 3 clusters Score -1583601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1583607.625000 Penalty: 4702.034668
	Iteration 44Q: 3 clusters Score -1583608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1583608.125000 Penalty: 4702.034668
	Iteration 45Q: 3 clusters Score -1583608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1583609.500000 Penalty: 4702.034668
	Iteration 46Q: 3 clusters Score -1583610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1583610.250000 Penalty: 4702.034668
	Iteration 47Q: 3 clusters Score -1583610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1583610.250000 Penalty: 4702.034668
	Iteration 48Q: 3 clusters Score -1583610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1583614.375000 Penalty: 4702.034668
	Iteration 49Q: 3 clusters Score -1583614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1583609.375000 Penalty: 4702.034668
	Iteration 50Q: 3 clusters Score -1583609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1583609.125000 Penalty: 4702.034668
	Iteration 51Q: 3 clusters Score -1583609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1583609.500000 Penalty: 4702.034668
	Iteration 52Q: 3 clusters Score -1583610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1583610.625000 Penalty: 4702.034668
	Iteration 53Q: 3 clusters Score -1583611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1583610.625000 Penalty: 4702.034668
	Iteration 54Q: 3 clusters Score -1583611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1583610.875000 Penalty: 4702.034668
	Iteration 55Q: 3 clusters Score -1583611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1583610.875000 Penalty: 4702.034668
	Iteration 56F: 3 clusters Score -1583611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Entering Unmasked Estep 
Score: -621891.750000 Penalty: 2101.623047
	Iteration 0F: 2 clusters Score -621891.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -617536.125000 Penalty: 4203.246094
	Iteration 0F: 3 clusters Score -617536.1 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -618592.125000 Penalty: 4203.246094
	Iteration 1F: 3 clusters Score -618592.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -618771.062500 Penalty: 4203.246094
	Iteration 2F: 3 clusters Score -618771.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -618862.500000 Penalty: 4203.246094
	Iteration 3Q: 3 clusters Score -618862.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -618927.312500 Penalty: 4203.246094
	Iteration 4Q: 3 clusters Score -618927.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -618971.812500 Penalty: 4203.246094
	Iteration 5Q: 3 clusters Score -618971.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -619001.312500 Penalty: 4203.246094
	Iteration 6Q: 3 clusters Score -619001.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -619034.562500 Penalty: 4203.246094
	Iteration 7Q: 3 clusters Score -619034.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -619066.562500 Penalty: 4203.246094
	Iteration 8Q: 3 clusters Score -619066.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -619090.937500 Penalty: 4203.246094
	Iteration 9Q: 3 clusters Score -619090.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -619114.062500 Penalty: 4203.246094
	Iteration 10Q: 3 clusters Score -619114.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -619131.437500 Penalty: 4203.246094
	Iteration 11Q: 3 clusters Score -619131.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -619151.812500 Penalty: 4203.246094
	Iteration 12Q: 3 clusters Score -619151.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -619173.687500 Penalty: 4203.246094
	Iteration 13Q: 3 clusters Score -619173.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -619196.875000 Penalty: 4203.246094
	Iteration 14Q: 3 clusters Score -619196.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -619221.062500 Penalty: 4203.246094
	Iteration 15Q: 3 clusters Score -619221.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -619241.125000 Penalty: 4203.246094
	Iteration 16Q: 3 clusters Score -619241.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -619259.000000 Penalty: 4203.246094
	Iteration 17Q: 3 clusters Score -619259 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -619273.937500 Penalty: 4203.246094
	Iteration 18Q: 3 clusters Score -619273.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -619288.062500 Penalty: 4203.246094
	Iteration 19Q: 3 clusters Score -619288.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -619297.687500 Penalty: 4203.246094
	Iteration 20F: 3 clusters Score -619297.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -619312.375000 Penalty: 4203.246094
	Iteration 21Q: 3 clusters Score -619312.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -619322.125000 Penalty: 4203.246094
	Iteration 22Q: 3 clusters Score -619322.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -619334.062500 Penalty: 4203.246094
	Iteration 23Q: 3 clusters Score -619334.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -619344.875000 Penalty: 4203.246094
	Iteration 24Q: 3 clusters Score -619344.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -619353.312500 Penalty: 4203.246094
	Iteration 25Q: 3 clusters Score -619353.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -619358.312500 Penalty: 4203.246094
	Iteration 26Q: 3 clusters Score -619358.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -619365.687500 Penalty: 4203.246094
	Iteration 27Q: 3 clusters Score -619365.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -619371.437500 Penalty: 4203.246094
	Iteration 28Q: 3 clusters Score -619371.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -619377.625000 Penalty: 4203.246094
	Iteration 29Q: 3 clusters Score -619377.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -619382.625000 Penalty: 4203.246094
	Iteration 30Q: 3 clusters Score -619382.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -619390.687500 Penalty: 4203.246094
	Iteration 31Q: 3 clusters Score -619390.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -619397.500000 Penalty: 4203.246094
	Iteration 32Q: 3 clusters Score -619397.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -619405.000000 Penalty: 4203.246094
	Iteration 33Q: 3 clusters Score -619405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -619412.625000 Penalty: 4203.246094
	Iteration 34Q: 3 clusters Score -619412.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -619419.500000 Penalty: 4203.246094
	Iteration 35Q: 3 clusters Score -619419.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -619427.312500 Penalty: 4203.246094
	Iteration 36Q: 3 clusters Score -619427.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -619438.187500 Penalty: 4203.246094
	Iteration 37Q: 3 clusters Score -619438.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -619454.250000 Penalty: 4203.246094
	Iteration 38Q: 3 clusters Score -619454.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -619467.812500 Penalty: 4203.246094
	Iteration 39Q: 3 clusters Score -619467.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -619479.125000 Penalty: 4203.246094
	Iteration 40F: 3 clusters Score -619479.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -619490.500000 Penalty: 4203.246094
	Iteration 41Q: 3 clusters Score -619490.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -619500.625000 Penalty: 4203.246094
	Iteration 42Q: 3 clusters Score -619500.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -619508.062500 Penalty: 4203.246094
	Iteration 43Q: 3 clusters Score -619508.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -619518.375000 Penalty: 4203.246094
	Iteration 44Q: 3 clusters Score -619518.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -619527.687500 Penalty: 4203.246094
	Iteration 45Q: 3 clusters Score -619527.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -619535.500000 Penalty: 4203.246094
	Iteration 46Q: 3 clusters Score -619535.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -619545.250000 Penalty: 4203.246094
	Iteration 47Q: 3 clusters Score -619545.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -619554.187500 Penalty: 4203.246094
	Iteration 48Q: 3 clusters Score -619554.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -619558.500000 Penalty: 4203.246094
	Iteration 49Q: 3 clusters Score -619558.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -619564.062500 Penalty: 4203.246094
	Iteration 50Q: 3 clusters Score -619564.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -619569.812500 Penalty: 4203.246094
	Iteration 51Q: 3 clusters Score -619569.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -619575.000000 Penalty: 4203.246094
	Iteration 52Q: 3 clusters Score -619575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -619583.312500 Penalty: 4203.246094
	Iteration 53Q: 3 clusters Score -619583.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -619588.125000 Penalty: 4203.246094
	Iteration 54Q: 3 clusters Score -619588.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -619593.875000 Penalty: 4203.246094
	Iteration 55Q: 3 clusters Score -619593.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -619600.000000 Penalty: 4203.246094
	Iteration 56Q: 3 clusters Score -619600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -619604.250000 Penalty: 4203.246094
	Iteration 57Q: 3 clusters Score -619604.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -619610.500000 Penalty: 4203.246094
	Iteration 58Q: 3 clusters Score -619610.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -619614.937500 Penalty: 4203.246094
	Iteration 59Q: 3 clusters Score -619614.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -619619.187500 Penalty: 4203.246094
	Iteration 60F: 3 clusters Score -619619.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -619622.437500 Penalty: 4203.246094
	Iteration 61Q: 3 clusters Score -619622.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -619625.875000 Penalty: 4203.246094
	Iteration 62Q: 3 clusters Score -619625.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -619629.000000 Penalty: 4203.246094
	Iteration 63Q: 3 clusters Score -619629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -619628.750000 Penalty: 4203.246094
	Iteration 64Q: 3 clusters Score -619628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -619630.125000 Penalty: 4203.246094
	Iteration 65Q: 3 clusters Score -619630.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -619633.375000 Penalty: 4203.246094
	Iteration 66Q: 3 clusters Score -619633.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -619635.312500 Penalty: 4203.246094
	Iteration 67Q: 3 clusters Score -619635.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -619637.500000 Penalty: 4203.246094
	Iteration 68Q: 3 clusters Score -619637.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -619642.500000 Penalty: 4203.246094
	Iteration 69Q: 3 clusters Score -619642.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -619645.250000 Penalty: 4203.246094
	Iteration 70Q: 3 clusters Score -619645.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -619651.187500 Penalty: 4203.246094
	Iteration 71Q: 3 clusters Score -619651.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -619656.375000 Penalty: 4203.246094
	Iteration 72Q: 3 clusters Score -619656.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -619661.375000 Penalty: 4203.246094
	Iteration 73Q: 3 clusters Score -619661.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -619666.250000 Penalty: 4203.246094
	Iteration 74Q: 3 clusters Score -619666.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -619672.625000 Penalty: 4203.246094
	Iteration 75Q: 3 clusters Score -619672.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -619676.937500 Penalty: 4203.246094
	Iteration 76Q: 3 clusters Score -619676.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -619680.562500 Penalty: 4203.246094
	Iteration 77Q: 3 clusters Score -619680.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -619685.187500 Penalty: 4203.246094
	Iteration 78Q: 3 clusters Score -619685.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -619686.875000 Penalty: 4203.246094
	Iteration 79Q: 3 clusters Score -619686.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -619688.750000 Penalty: 4203.246094
	Iteration 80F: 3 clusters Score -619688.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -619692.000000 Penalty: 4203.246094
	Iteration 81Q: 3 clusters Score -619692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -619693.625000 Penalty: 4203.246094
	Iteration 82Q: 3 clusters Score -619693.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -619696.500000 Penalty: 4203.246094
	Iteration 83Q: 3 clusters Score -619696.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -619702.812500 Penalty: 4203.246094
	Iteration 84Q: 3 clusters Score -619702.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -619709.687500 Penalty: 4203.246094
	Iteration 85Q: 3 clusters Score -619709.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -619721.250000 Penalty: 4203.246094
	Iteration 86Q: 3 clusters Score -619721.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -619729.687500 Penalty: 4203.246094
	Iteration 87Q: 3 clusters Score -619729.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -619742.500000 Penalty: 4203.246094
	Iteration 88Q: 3 clusters Score -619742.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -619761.312500 Penalty: 4203.246094
	Iteration 89Q: 3 clusters Score -619761.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -619772.250000 Penalty: 4203.246094
	Iteration 90Q: 3 clusters Score -619772.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -619785.250000 Penalty: 4203.246094
	Iteration 91Q: 3 clusters Score -619785.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -619794.875000 Penalty: 4203.246094
	Iteration 92Q: 3 clusters Score -619794.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -619803.000000 Penalty: 4203.246094
	Iteration 93Q: 3 clusters Score -619803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -619815.437500 Penalty: 4203.246094
	Iteration 94Q: 3 clusters Score -619815.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -619822.812500 Penalty: 4203.246094
	Iteration 95Q: 3 clusters Score -619822.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -619833.625000 Penalty: 4203.246094
	Iteration 96Q: 3 clusters Score -619833.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -619843.250000 Penalty: 4203.246094
	Iteration 97Q: 3 clusters Score -619843.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -619852.000000 Penalty: 4203.246094
	Iteration 98Q: 3 clusters Score -619852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -619856.375000 Penalty: 4203.246094
	Iteration 99Q: 3 clusters Score -619856.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -619861.562500 Penalty: 4203.246094
	Iteration 100F: 3 clusters Score -619861.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -619863.625000 Penalty: 4203.246094
	Iteration 101Q: 3 clusters Score -619863.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -619866.875000 Penalty: 4203.246094
	Iteration 102Q: 3 clusters Score -619866.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -619872.312500 Penalty: 4203.246094
	Iteration 103Q: 3 clusters Score -619872.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -619876.312500 Penalty: 4203.246094
	Iteration 104Q: 3 clusters Score -619876.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -619878.312500 Penalty: 4203.246094
	Iteration 105Q: 3 clusters Score -619878.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -619879.500000 Penalty: 4203.246094
	Iteration 106Q: 3 clusters Score -619879.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -619880.687500 Penalty: 4203.246094
	Iteration 107Q: 3 clusters Score -619880.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -619881.500000 Penalty: 4203.246094
	Iteration 108Q: 3 clusters Score -619881.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -619885.187500 Penalty: 4203.246094
	Iteration 109Q: 3 clusters Score -619885.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -619890.750000 Penalty: 4203.246094
	Iteration 110Q: 3 clusters Score -619890.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -619896.875000 Penalty: 4203.246094
	Iteration 111Q: 3 clusters Score -619896.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -619902.062500 Penalty: 4203.246094
	Iteration 112Q: 3 clusters Score -619902.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -619904.812500 Penalty: 4203.246094
	Iteration 113Q: 3 clusters Score -619904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -619907.812500 Penalty: 4203.246094
	Iteration 114Q: 3 clusters Score -619907.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -619909.062500 Penalty: 4203.246094
	Iteration 115Q: 3 clusters Score -619909.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -619911.187500 Penalty: 4203.246094
	Iteration 116Q: 3 clusters Score -619911.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -619914.812500 Penalty: 4203.246094
	Iteration 117Q: 3 clusters Score -619914.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -619920.000000 Penalty: 4203.246094
	Iteration 118Q: 3 clusters Score -619920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -619920.812500 Penalty: 4203.246094
	Iteration 119Q: 3 clusters Score -619920.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -619922.062500 Penalty: 4203.246094
	Iteration 120F: 3 clusters Score -619922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -619923.125000 Penalty: 4203.246094
	Iteration 121Q: 3 clusters Score -619923.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -619925.062500 Penalty: 4203.246094
	Iteration 122Q: 3 clusters Score -619925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -619926.375000 Penalty: 4203.246094
	Iteration 123Q: 3 clusters Score -619926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -619925.625000 Penalty: 4203.246094
	Iteration 124Q: 3 clusters Score -619925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -619926.500000 Penalty: 4203.246094
	Iteration 125Q: 3 clusters Score -619926.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -619926.812500 Penalty: 4203.246094
	Iteration 126Q: 3 clusters Score -619926.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -619927.687500 Penalty: 4203.246094
	Iteration 127Q: 3 clusters Score -619927.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -619929.562500 Penalty: 4203.246094
	Iteration 128Q: 3 clusters Score -619929.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -619932.437500 Penalty: 4203.246094
	Iteration 129Q: 3 clusters Score -619932.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -619933.625000 Penalty: 4203.246094
	Iteration 130Q: 3 clusters Score -619933.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -619935.625000 Penalty: 4203.246094
	Iteration 131Q: 3 clusters Score -619935.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -619938.875000 Penalty: 4203.246094
	Iteration 132Q: 3 clusters Score -619938.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -619938.812500 Penalty: 4203.246094
	Iteration 133Q: 3 clusters Score -619938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -619939.187500 Penalty: 4203.246094
	Iteration 134Q: 3 clusters Score -619939.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -619941.250000 Penalty: 4203.246094
	Iteration 135Q: 3 clusters Score -619941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -619943.062500 Penalty: 4203.246094
	Iteration 136Q: 3 clusters Score -619943.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -619943.062500 Penalty: 4203.246094
	Iteration 137F: 3 clusters Score -619943.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Entering Unmasked Estep 
Score: -253946.750000 Penalty: 1902.034790
	Iteration 0F: 2 clusters Score -253946.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -251245.796875 Penalty: 3804.069580
	Iteration 0F: 3 clusters Score -251245.8 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -251862.843750 Penalty: 3804.069580
	Iteration 1F: 3 clusters Score -251862.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -252042.125000 Penalty: 3804.069580
	Iteration 2F: 3 clusters Score -252042.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -252148.828125 Penalty: 3804.069580
	Iteration 3Q: 3 clusters Score -252148.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -252282.140625 Penalty: 3804.069580
	Iteration 4Q: 3 clusters Score -252282.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -252408.812500 Penalty: 3804.069580
	Iteration 5Q: 3 clusters Score -252408.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -252522.109375 Penalty: 3804.069580
	Iteration 6Q: 3 clusters Score -252522.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -252619.546875 Penalty: 3804.069580
	Iteration 7Q: 3 clusters Score -252619.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -252686.343750 Penalty: 3804.069580
	Iteration 8Q: 3 clusters Score -252686.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -252757.703125 Penalty: 3804.069580
	Iteration 9Q: 3 clusters Score -252757.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -252802.312500 Penalty: 3804.069580
	Iteration 10Q: 3 clusters Score -252802.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -252836.843750 Penalty: 3804.069580
	Iteration 11Q: 3 clusters Score -252836.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -252864.531250 Penalty: 3804.069580
	Iteration 12Q: 3 clusters Score -252864.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -252892.390625 Penalty: 3804.069580
	Iteration 13Q: 3 clusters Score -252892.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -252907.859375 Penalty: 3804.069580
	Iteration 14Q: 3 clusters Score -252907.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -252920.250000 Penalty: 3804.069580
	Iteration 15Q: 3 clusters Score -252920.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -252930.015625 Penalty: 3804.069580
	Iteration 16Q: 3 clusters Score -252930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -252936.796875 Penalty: 3804.069580
	Iteration 17Q: 3 clusters Score -252936.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -252943.109375 Penalty: 3804.069580
	Iteration 18Q: 3 clusters Score -252943.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -252944.843750 Penalty: 3804.069580
	Iteration 19Q: 3 clusters Score -252944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -252945.281250 Penalty: 3804.069580
	Iteration 20F: 3 clusters Score -252945.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -34211.285156 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -34211.29 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 179 members 
Entering Unmasked Estep 
Score: -32978.593750 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -32978.59 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33322.792969 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -33322.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33413.671875 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -33413.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33446.296875 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -33446.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33454.414062 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -33454.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33454.414062 Penalty: 2899.833740
	Iteration 5F: 3 clusters Score -33454.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -294072.500000 Penalty: 1911.797119
	Iteration 0F: 2 clusters Score -294072.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -291300.625000 Penalty: 3823.594238
	Iteration 0F: 3 clusters Score -291300.6 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -291775.468750 Penalty: 3823.594238
	Iteration 1F: 3 clusters Score -291775.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -291896.343750 Penalty: 3823.594238
	Iteration 2F: 3 clusters Score -291896.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -291969.687500 Penalty: 3823.594238
	Iteration 3Q: 3 clusters Score -291969.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -292003.687500 Penalty: 3823.594238
	Iteration 4Q: 3 clusters Score -292003.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -292029.656250 Penalty: 3823.594238
	Iteration 5Q: 3 clusters Score -292029.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -292049.531250 Penalty: 3823.594238
	Iteration 6Q: 3 clusters Score -292049.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -292062.187500 Penalty: 3823.594238
	Iteration 7Q: 3 clusters Score -292062.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -292073.687500 Penalty: 3823.594238
	Iteration 8Q: 3 clusters Score -292073.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -292085.062500 Penalty: 3823.594238
	Iteration 9Q: 3 clusters Score -292085.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -292092.437500 Penalty: 3823.594238
	Iteration 10Q: 3 clusters Score -292092.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -292099.562500 Penalty: 3823.594238
	Iteration 11Q: 3 clusters Score -292099.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -292107.718750 Penalty: 3823.594238
	Iteration 12Q: 3 clusters Score -292107.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -292122.437500 Penalty: 3823.594238
	Iteration 13Q: 3 clusters Score -292122.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -292141.687500 Penalty: 3823.594238
	Iteration 14Q: 3 clusters Score -292141.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -292159.531250 Penalty: 3823.594238
	Iteration 15Q: 3 clusters Score -292159.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -292170.531250 Penalty: 3823.594238
	Iteration 16Q: 3 clusters Score -292170.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -292183.812500 Penalty: 3823.594238
	Iteration 17Q: 3 clusters Score -292183.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -292205.218750 Penalty: 3823.594238
	Iteration 18Q: 3 clusters Score -292205.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -292232.250000 Penalty: 3823.594238
	Iteration 19Q: 3 clusters Score -292232.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -292253.031250 Penalty: 3823.594238
	Iteration 20F: 3 clusters Score -292253 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -292279.312500 Penalty: 3823.594238
	Iteration 21Q: 3 clusters Score -292279.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -292306.687500 Penalty: 3823.594238
	Iteration 22Q: 3 clusters Score -292306.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -292333.000000 Penalty: 3823.594238
	Iteration 23Q: 3 clusters Score -292333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -292362.687500 Penalty: 3823.594238
	Iteration 24Q: 3 clusters Score -292362.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -292390.000000 Penalty: 3823.594238
	Iteration 25Q: 3 clusters Score -292390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -292421.593750 Penalty: 3823.594238
	Iteration 26Q: 3 clusters Score -292421.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -292458.656250 Penalty: 3823.594238
	Iteration 27Q: 3 clusters Score -292458.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -292496.062500 Penalty: 3823.594238
	Iteration 28Q: 3 clusters Score -292496.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -292548.062500 Penalty: 3823.594238
	Iteration 29Q: 3 clusters Score -292548.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -292645.562500 Penalty: 3823.594238
	Iteration 30Q: 3 clusters Score -292645.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -292733.500000 Penalty: 3823.594238
	Iteration 31Q: 3 clusters Score -292733.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -292812.593750 Penalty: 3823.594238
	Iteration 32Q: 3 clusters Score -292812.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -292883.031250 Penalty: 3823.594238
	Iteration 33Q: 3 clusters Score -292883 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -292934.562500 Penalty: 3823.594238
	Iteration 34Q: 3 clusters Score -292934.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -292966.437500 Penalty: 3823.594238
	Iteration 35Q: 3 clusters Score -292966.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -292986.531250 Penalty: 3823.594238
	Iteration 36Q: 3 clusters Score -292986.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -293002.000000 Penalty: 3823.594238
	Iteration 37Q: 3 clusters Score -293002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -293011.343750 Penalty: 3823.594238
	Iteration 38Q: 3 clusters Score -293011.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -293024.125000 Penalty: 3823.594238
	Iteration 39Q: 3 clusters Score -293024.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -293038.718750 Penalty: 3823.594238
	Iteration 40F: 3 clusters Score -293038.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -293052.093750 Penalty: 3823.594238
	Iteration 41Q: 3 clusters Score -293052.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -293060.593750 Penalty: 3823.594238
	Iteration 42Q: 3 clusters Score -293060.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -293071.593750 Penalty: 3823.594238
	Iteration 43Q: 3 clusters Score -293071.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -293079.156250 Penalty: 3823.594238
	Iteration 44Q: 3 clusters Score -293079.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -293091.343750 Penalty: 3823.594238
	Iteration 45Q: 3 clusters Score -293091.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -293097.500000 Penalty: 3823.594238
	Iteration 46Q: 3 clusters Score -293097.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -293106.187500 Penalty: 3823.594238
	Iteration 47Q: 3 clusters Score -293106.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -293126.031250 Penalty: 3823.594238
	Iteration 48Q: 3 clusters Score -293126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -293134.375000 Penalty: 3823.594238
	Iteration 49Q: 3 clusters Score -293134.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -293146.687500 Penalty: 3823.594238
	Iteration 50Q: 3 clusters Score -293146.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -293163.687500 Penalty: 3823.594238
	Iteration 51Q: 3 clusters Score -293163.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -293182.875000 Penalty: 3823.594238
	Iteration 52Q: 3 clusters Score -293182.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -293196.406250 Penalty: 3823.594238
	Iteration 53Q: 3 clusters Score -293196.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -293211.656250 Penalty: 3823.594238
	Iteration 54Q: 3 clusters Score -293211.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -293223.625000 Penalty: 3823.594238
	Iteration 55Q: 3 clusters Score -293223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -293229.250000 Penalty: 3823.594238
	Iteration 56Q: 3 clusters Score -293229.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -293233.625000 Penalty: 3823.594238
	Iteration 57Q: 3 clusters Score -293233.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -293246.875000 Penalty: 3823.594238
	Iteration 58Q: 3 clusters Score -293246.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -293255.218750 Penalty: 3823.594238
	Iteration 59Q: 3 clusters Score -293255.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -293269.781250 Penalty: 3823.594238
	Iteration 60F: 3 clusters Score -293269.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -293291.937500 Penalty: 3823.594238
	Iteration 61Q: 3 clusters Score -293291.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -293327.437500 Penalty: 3823.594238
	Iteration 62Q: 3 clusters Score -293327.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -293344.500000 Penalty: 3823.594238
	Iteration 63Q: 3 clusters Score -293344.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -293360.000000 Penalty: 3823.594238
	Iteration 64Q: 3 clusters Score -293360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -293378.906250 Penalty: 3823.594238
	Iteration 65Q: 3 clusters Score -293378.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -293393.843750 Penalty: 3823.594238
	Iteration 66Q: 3 clusters Score -293393.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -293409.656250 Penalty: 3823.594238
	Iteration 67Q: 3 clusters Score -293409.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -293416.000000 Penalty: 3823.594238
	Iteration 68Q: 3 clusters Score -293416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -293421.968750 Penalty: 3823.594238
	Iteration 69Q: 3 clusters Score -293422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -293425.406250 Penalty: 3823.594238
	Iteration 70Q: 3 clusters Score -293425.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -293429.437500 Penalty: 3823.594238
	Iteration 71Q: 3 clusters Score -293429.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -293429.437500 Penalty: 3823.594238
	Iteration 72F: 3 clusters Score -293429.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -82243.679688 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -82243.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -80581.156250 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -80581.16 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80868.851562 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -80868.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80988.000000 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -80988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -81103.539062 Penalty: 3257.069580
	Iteration 3Q: 3 clusters Score -81103.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -81222.468750 Penalty: 3257.069580
	Iteration 4F: 3 clusters Score -81222.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -81288.765625 Penalty: 3257.069580
	Iteration 5Q: 3 clusters Score -81288.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81359.445312 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -81359.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81432.593750 Penalty: 3257.069580
	Iteration 7Q: 3 clusters Score -81432.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81533.515625 Penalty: 3257.069580
	Iteration 8Q: 3 clusters Score -81533.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -81633.351562 Penalty: 3257.069580
	Iteration 9Q: 3 clusters Score -81633.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -81744.960938 Penalty: 3257.069580
	Iteration 10Q: 3 clusters Score -81744.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81876.554688 Penalty: 3257.069580
	Iteration 11Q: 3 clusters Score -81876.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81934.500000 Penalty: 3257.069580
	Iteration 12Q: 3 clusters Score -81934.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -81956.328125 Penalty: 3257.069580
	Iteration 13Q: 3 clusters Score -81956.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82007.601562 Penalty: 3257.069580
	Iteration 14Q: 3 clusters Score -82007.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82051.187500 Penalty: 3257.069580
	Iteration 15Q: 3 clusters Score -82051.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82073.281250 Penalty: 3257.069580
	Iteration 16Q: 3 clusters Score -82073.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82085.859375 Penalty: 3257.069580
	Iteration 17Q: 3 clusters Score -82085.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -82099.101562 Penalty: 3257.069580
	Iteration 18Q: 3 clusters Score -82099.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -82124.382812 Penalty: 3257.069580
	Iteration 19Q: 3 clusters Score -82124.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82179.609375 Penalty: 3257.069580
	Iteration 20F: 3 clusters Score -82179.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82388.500000 Penalty: 3257.069580
	Iteration 21Q: 3 clusters Score -82388.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82537.687500 Penalty: 3257.069580
	Iteration 22Q: 3 clusters Score -82537.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82566.804688 Penalty: 3257.069580
	Iteration 23Q: 3 clusters Score -82566.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82589.234375 Penalty: 3257.069580
	Iteration 24Q: 3 clusters Score -82589.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -82600.085938 Penalty: 3257.069580
	Iteration 25Q: 3 clusters Score -82600.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -82608.875000 Penalty: 3257.069580
	Iteration 26Q: 3 clusters Score -82608.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -82626.523438 Penalty: 3257.069580
	Iteration 27Q: 3 clusters Score -82626.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -82650.773438 Penalty: 3257.069580
	Iteration 28Q: 3 clusters Score -82650.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -82754.265625 Penalty: 3257.069580
	Iteration 29Q: 3 clusters Score -82754.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -82865.359375 Penalty: 3257.069580
	Iteration 30Q: 3 clusters Score -82865.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -83023.843750 Penalty: 3257.069580
	Iteration 31Q: 3 clusters Score -83023.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -83076.710938 Penalty: 3257.069580
	Iteration 32Q: 3 clusters Score -83076.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -83076.710938 Penalty: 3257.069580
	Iteration 33F: 3 clusters Score -83076.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96786 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9109 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8485 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32624 members 
Mstep: Class 14 contains 2641 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13725 members 
Mstep: Class 22 contains 3560 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8493 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44656 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Mstep: Class 40 contains 473 members 
Entering Unmasked Estep 
Score: -73859496.000000 Penalty: 131636.281250
Splitting cluster 30 changes total score from -73860328.000000 to -73859496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (10324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Entering Unmasked Estep 
Score: -1309789.375000 Penalty: 2292.072266
	Iteration 0F: 2 clusters Score -1309789 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 5169 members 
Entering Unmasked Estep 
Score: -1301905.000000 Penalty: 4584.144531
	Iteration 0F: 3 clusters Score -1301905 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1304296.750000 Penalty: 4584.144531
	Iteration 1F: 3 clusters Score -1304297 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1304635.250000 Penalty: 4584.144531
	Iteration 2F: 3 clusters Score -1304635 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1304864.625000 Penalty: 4584.144531
	Iteration 3F: 3 clusters Score -1304865 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1305021.375000 Penalty: 4584.144531
	Iteration 4Q: 3 clusters Score -1305021 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1305125.625000 Penalty: 4584.144531
	Iteration 5Q: 3 clusters Score -1305126 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1305194.375000 Penalty: 4584.144531
	Iteration 6Q: 3 clusters Score -1305194 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1305257.125000 Penalty: 4584.144531
	Iteration 7Q: 3 clusters Score -1305257 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1305311.500000 Penalty: 4584.144531
	Iteration 8Q: 3 clusters Score -1305312 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1305362.750000 Penalty: 4584.144531
	Iteration 9Q: 3 clusters Score -1305363 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1305411.250000 Penalty: 4584.144531
	Iteration 10Q: 3 clusters Score -1305411 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1305441.250000 Penalty: 4584.144531
	Iteration 11Q: 3 clusters Score -1305441 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1305484.500000 Penalty: 4584.144531
	Iteration 12Q: 3 clusters Score -1305484 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1305527.375000 Penalty: 4584.144531
	Iteration 13Q: 3 clusters Score -1305527 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1305584.750000 Penalty: 4584.144531
	Iteration 14Q: 3 clusters Score -1305585 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1305630.375000 Penalty: 4584.144531
	Iteration 15Q: 3 clusters Score -1305630 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1305672.250000 Penalty: 4584.144531
	Iteration 16Q: 3 clusters Score -1305672 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1305717.875000 Penalty: 4584.144531
	Iteration 17Q: 3 clusters Score -1305718 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1305758.250000 Penalty: 4584.144531
	Iteration 18Q: 3 clusters Score -1305758 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1305802.125000 Penalty: 4584.144531
	Iteration 19Q: 3 clusters Score -1305802 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1305844.375000 Penalty: 4584.144531
	Iteration 20F: 3 clusters Score -1305844 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1305891.500000 Penalty: 4584.144531
	Iteration 21Q: 3 clusters Score -1305892 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1305951.125000 Penalty: 4584.144531
	Iteration 22Q: 3 clusters Score -1305951 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1306027.125000 Penalty: 4584.144531
	Iteration 23Q: 3 clusters Score -1306027 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1306097.125000 Penalty: 4584.144531
	Iteration 24Q: 3 clusters Score -1306097 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1306199.000000 Penalty: 4584.144531
	Iteration 25Q: 3 clusters Score -1306199 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1306301.750000 Penalty: 4584.144531
	Iteration 26Q: 3 clusters Score -1306302 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1306416.000000 Penalty: 4584.144531
	Iteration 27Q: 3 clusters Score -1306416 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1306522.250000 Penalty: 4584.144531
	Iteration 28Q: 3 clusters Score -1306522 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1306614.875000 Penalty: 4584.144531
	Iteration 29Q: 3 clusters Score -1306615 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1306685.625000 Penalty: 4584.144531
	Iteration 30Q: 3 clusters Score -1306686 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1306751.875000 Penalty: 4584.144531
	Iteration 31Q: 3 clusters Score -1306752 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1306813.625000 Penalty: 4584.144531
	Iteration 32Q: 3 clusters Score -1306814 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1306864.375000 Penalty: 4584.144531
	Iteration 33Q: 3 clusters Score -1306864 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1306897.000000 Penalty: 4584.144531
	Iteration 34Q: 3 clusters Score -1306897 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1306929.125000 Penalty: 4584.144531
	Iteration 35Q: 3 clusters Score -1306929 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1306954.875000 Penalty: 4584.144531
	Iteration 36Q: 3 clusters Score -1306955 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1306973.875000 Penalty: 4584.144531
	Iteration 37Q: 3 clusters Score -1306974 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1306991.625000 Penalty: 4584.144531
	Iteration 38Q: 3 clusters Score -1306992 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1307009.125000 Penalty: 4584.144531
	Iteration 39Q: 3 clusters Score -1307009 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1307026.625000 Penalty: 4584.144531
	Iteration 40F: 3 clusters Score -1307027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1307034.500000 Penalty: 4584.144531
	Iteration 41Q: 3 clusters Score -1307034 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1307045.250000 Penalty: 4584.144531
	Iteration 42Q: 3 clusters Score -1307045 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1307063.500000 Penalty: 4584.144531
	Iteration 43Q: 3 clusters Score -1307064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1307075.125000 Penalty: 4584.144531
	Iteration 44Q: 3 clusters Score -1307075 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1307098 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1307112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1307130 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1307150.375000 Penalty: 4584.144531
	Iteration 48Q: 3 clusters Score -1307150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1307160.625000 Penalty: 4584.144531
	Iteration 49Q: 3 clusters Score -1307161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1307165.500000 Penalty: 4584.144531
	Iteration 50Q: 3 clusters Score -1307166 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1307185.625000 Penalty: 4584.144531
	Iteration 51Q: 3 clusters Score -1307186 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1307199 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1307206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1307212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1307221 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1307225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1307231.500000 Penalty: 4584.144531
	Iteration 57Q: 3 clusters Score -1307232 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1307240 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1307250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1307259 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1307268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1307277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1307286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1307294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1307301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1307308 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1307320 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1307328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1307347 nChanged 59
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Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1307364 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1307393.500000 Penalty: 4584.144531
	Iteration 71Q: 3 clusters Score -1307394 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1307412 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1307435 nChanged 70
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Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1307456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1307480 nChanged 67
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Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1307499 nChanged 61
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Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1307518 nChanged 61
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Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1307543 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2907 members 
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	Iteration 79Q: 3 clusters Score -1307553 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1307567 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1307586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1307601 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1307620 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1307641 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1307670 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1307692.750000 Penalty: 4584.144531
	Iteration 86Q: 3 clusters Score -1307693 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1307704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1307721.750000 Penalty: 4584.144531
	Iteration 88Q: 3 clusters Score -1307722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1307730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1307749 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1307764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1307772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1307790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1307808.250000 Penalty: 4584.144531
	Iteration 94Q: 3 clusters Score -1307808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1307816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1307825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1307838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1307850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1307864.000000 Penalty: 4584.144531
	Iteration 99Q: 3 clusters Score -1307864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1307878.375000 Penalty: 4584.144531
	Iteration 100F: 3 clusters Score -1307878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1307892.750000 Penalty: 4584.144531
	Iteration 101Q: 3 clusters Score -1307893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1307908.875000 Penalty: 4584.144531
	Iteration 102Q: 3 clusters Score -1307909 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1307925.125000 Penalty: 4584.144531
	Iteration 103Q: 3 clusters Score -1307925 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1307933.625000 Penalty: 4584.144531
	Iteration 104Q: 3 clusters Score -1307934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1307939.125000 Penalty: 4584.144531
	Iteration 105Q: 3 clusters Score -1307939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1307952.500000 Penalty: 4584.144531
	Iteration 106Q: 3 clusters Score -1307952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1307966.500000 Penalty: 4584.144531
	Iteration 107Q: 3 clusters Score -1307966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1307978.875000 Penalty: 4584.144531
	Iteration 108Q: 3 clusters Score -1307979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1307988.625000 Penalty: 4584.144531
	Iteration 109Q: 3 clusters Score -1307989 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1308013.625000 Penalty: 4584.144531
	Iteration 110Q: 3 clusters Score -1308014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1308030.250000 Penalty: 4584.144531
	Iteration 111Q: 3 clusters Score -1308030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1308040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1308062.875000 Penalty: 4584.144531
	Iteration 113Q: 3 clusters Score -1308063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1308075.750000 Penalty: 4584.144531
	Iteration 114Q: 3 clusters Score -1308076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1308090.750000 Penalty: 4584.144531
	Iteration 115Q: 3 clusters Score -1308091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1308107.625000 Penalty: 4584.144531
	Iteration 116Q: 3 clusters Score -1308108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1308131.125000 Penalty: 4584.144531
	Iteration 117Q: 3 clusters Score -1308131 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1308151.125000 Penalty: 4584.144531
	Iteration 118Q: 3 clusters Score -1308151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1308172.375000 Penalty: 4584.144531
	Iteration 119Q: 3 clusters Score -1308172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1308198.250000 Penalty: 4584.144531
	Iteration 120F: 3 clusters Score -1308198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1308222.125000 Penalty: 4584.144531
	Iteration 121Q: 3 clusters Score -1308222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1308239.000000 Penalty: 4584.144531
	Iteration 122Q: 3 clusters Score -1308239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1308256.250000 Penalty: 4584.144531
	Iteration 123Q: 3 clusters Score -1308256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1308270.875000 Penalty: 4584.144531
	Iteration 124Q: 3 clusters Score -1308271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1308285.875000 Penalty: 4584.144531
	Iteration 125Q: 3 clusters Score -1308286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1308296.750000 Penalty: 4584.144531
	Iteration 126Q: 3 clusters Score -1308297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1308303.375000 Penalty: 4584.144531
	Iteration 127Q: 3 clusters Score -1308303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1308308.500000 Penalty: 4584.144531
	Iteration 128Q: 3 clusters Score -1308308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1308314.625000 Penalty: 4584.144531
	Iteration 129Q: 3 clusters Score -1308315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1308320.875000 Penalty: 4584.144531
	Iteration 130Q: 3 clusters Score -1308321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1308323.250000 Penalty: 4584.144531
	Iteration 131Q: 3 clusters Score -1308323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1308327.000000 Penalty: 4584.144531
	Iteration 132Q: 3 clusters Score -1308327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1308328.500000 Penalty: 4584.144531
	Iteration 133Q: 3 clusters Score -1308328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1308330.000000 Penalty: 4584.144531
	Iteration 134Q: 3 clusters Score -1308330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1308330.750000 Penalty: 4584.144531
	Iteration 135Q: 3 clusters Score -1308331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1308333.000000 Penalty: 4584.144531
	Iteration 136Q: 3 clusters Score -1308333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1308333.875000 Penalty: 4584.144531
	Iteration 137Q: 3 clusters Score -1308334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1308335.000000 Penalty: 4584.144531
	Iteration 138Q: 3 clusters Score -1308335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1308334.125000 Penalty: 4584.144531
	Iteration 139Q: 3 clusters Score -1308334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1308334.125000 Penalty: 4584.144531
	Iteration 140F: 3 clusters Score -1308334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -319978.781250 Penalty: 1937.971191
	Iteration 0F: 2 clusters Score -319978.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -317055.656250 Penalty: 3875.942383
	Iteration 0F: 3 clusters Score -317055.7 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -317646.000000 Penalty: 3875.942383
	Iteration 1F: 3 clusters Score -317646 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -317756.437500 Penalty: 3875.942383
	Iteration 2F: 3 clusters Score -317756.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -317819.218750 Penalty: 3875.942383
	Iteration 3Q: 3 clusters Score -317819.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -317862.718750 Penalty: 3875.942383
	Iteration 4Q: 3 clusters Score -317862.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -317886.500000 Penalty: 3875.942383
	Iteration 5Q: 3 clusters Score -317886.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -317906.250000 Penalty: 3875.942383
	Iteration 6Q: 3 clusters Score -317906.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -317912.656250 Penalty: 3875.942383
	Iteration 7Q: 3 clusters Score -317912.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -317918.000000 Penalty: 3875.942383
	Iteration 8Q: 3 clusters Score -317918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -317920.093750 Penalty: 3875.942383
	Iteration 9Q: 3 clusters Score -317920.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -317921.500000 Penalty: 3875.942383
	Iteration 10Q: 3 clusters Score -317921.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -317923.125000 Penalty: 3875.942383
	Iteration 11Q: 3 clusters Score -317923.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -317924.375000 Penalty: 3875.942383
	Iteration 12Q: 3 clusters Score -317924.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -317927.687500 Penalty: 3875.942383
	Iteration 13Q: 3 clusters Score -317927.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -317929.312500 Penalty: 3875.942383
	Iteration 14Q: 3 clusters Score -317929.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -317931.343750 Penalty: 3875.942383
	Iteration 15Q: 3 clusters Score -317931.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -317933.093750 Penalty: 3875.942383
	Iteration 16Q: 3 clusters Score -317933.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -317932.843750 Penalty: 3875.942383
	Iteration 17Q: 3 clusters Score -317932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -317933.718750 Penalty: 3875.942383
	Iteration 18Q: 3 clusters Score -317933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -317933.468750 Penalty: 3875.942383
	Iteration 19Q: 3 clusters Score -317933.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -317934.968750 Penalty: 3875.942383
	Iteration 20F: 3 clusters Score -317935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -317935.250000 Penalty: 3875.942383
	Iteration 21Q: 3 clusters Score -317935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -317936.000000 Penalty: 3875.942383
	Iteration 22Q: 3 clusters Score -317936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -317936.687500 Penalty: 3875.942383
	Iteration 23Q: 3 clusters Score -317936.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -317937.281250 Penalty: 3875.942383
	Iteration 24Q: 3 clusters Score -317937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -317938.843750 Penalty: 3875.942383
	Iteration 25Q: 3 clusters Score -317938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -317939.093750 Penalty: 3875.942383
	Iteration 26Q: 3 clusters Score -317939.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -317939.750000 Penalty: 3875.942383
	Iteration 27Q: 3 clusters Score -317939.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -317940.375000 Penalty: 3875.942383
	Iteration 28Q: 3 clusters Score -317940.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -317940.750000 Penalty: 3875.942383
	Iteration 29Q: 3 clusters Score -317940.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -317942.531250 Penalty: 3875.942383
	Iteration 30Q: 3 clusters Score -317942.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -317944.156250 Penalty: 3875.942383
	Iteration 31Q: 3 clusters Score -317944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -317944.281250 Penalty: 3875.942383
	Iteration 32Q: 3 clusters Score -317944.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -317944.843750 Penalty: 3875.942383
	Iteration 33Q: 3 clusters Score -317944.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -317944.843750 Penalty: 3875.942383
	Iteration 34F: 3 clusters Score -317944.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Entering Unmasked Estep 
Score: -1038838.562500 Penalty: 2243.655518
	Iteration 0F: 2 clusters Score -1038839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1032064.437500 Penalty: 4487.311035
	Iteration 0F: 3 clusters Score -1032064 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1034009.937500 Penalty: 4487.311035
	Iteration 1F: 3 clusters Score -1034010 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1034401.375000 Penalty: 4487.311035
	Iteration 2F: 3 clusters Score -1034401 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1034739.500000 Penalty: 4487.311035
	Iteration 3F: 3 clusters Score -1034740 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1035053.500000 Penalty: 4487.311035
	Iteration 4F: 3 clusters Score -1035054 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1035340.375000 Penalty: 4487.311035
	Iteration 5F: 3 clusters Score -1035340 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1035588.187500 Penalty: 4487.311035
	Iteration 6Q: 3 clusters Score -1035588 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1035825.375000 Penalty: 4487.311035
	Iteration 7Q: 3 clusters Score -1035825 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1036060.000000 Penalty: 4487.311035
	Iteration 8Q: 3 clusters Score -1036060 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1036244.687500 Penalty: 4487.311035
	Iteration 9Q: 3 clusters Score -1036245 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1036406.562500 Penalty: 4487.311035
	Iteration 10Q: 3 clusters Score -1036407 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1036543.062500 Penalty: 4487.311035
	Iteration 11Q: 3 clusters Score -1036543 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1036683.937500 Penalty: 4487.311035
	Iteration 12Q: 3 clusters Score -1036684 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1036817.187500 Penalty: 4487.311035
	Iteration 13Q: 3 clusters Score -1036817 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1036963.750000 Penalty: 4487.311035
	Iteration 14Q: 3 clusters Score -1036964 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1037088.750000 Penalty: 4487.311035
	Iteration 15Q: 3 clusters Score -1037089 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1037204.000000 Penalty: 4487.311035
	Iteration 16Q: 3 clusters Score -1037204 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1037298.625000 Penalty: 4487.311035
	Iteration 17Q: 3 clusters Score -1037299 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1037361.875000 Penalty: 4487.311035
	Iteration 18Q: 3 clusters Score -1037362 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1037430.062500 Penalty: 4487.311035
	Iteration 19Q: 3 clusters Score -1037430 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1037492.000000 Penalty: 4487.311035
	Iteration 20F: 3 clusters Score -1037492 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1037541.562500 Penalty: 4487.311035
	Iteration 21Q: 3 clusters Score -1037542 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1037579.875000 Penalty: 4487.311035
	Iteration 22Q: 3 clusters Score -1037580 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1037610.125000 Penalty: 4487.311035
	Iteration 23Q: 3 clusters Score -1037610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1037622.312500 Penalty: 4487.311035
	Iteration 24Q: 3 clusters Score -1037622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1037640.375000 Penalty: 4487.311035
	Iteration 25Q: 3 clusters Score -1037640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1037654.375000 Penalty: 4487.311035
	Iteration 26Q: 3 clusters Score -1037654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1037665.625000 Penalty: 4487.311035
	Iteration 27Q: 3 clusters Score -1037666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1037676.937500 Penalty: 4487.311035
	Iteration 28Q: 3 clusters Score -1037677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1037683.562500 Penalty: 4487.311035
	Iteration 29Q: 3 clusters Score -1037684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1037686.875000 Penalty: 4487.311035
	Iteration 30Q: 3 clusters Score -1037687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1037688.062500 Penalty: 4487.311035
	Iteration 31Q: 3 clusters Score -1037688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1037690.125000 Penalty: 4487.311035
	Iteration 32Q: 3 clusters Score -1037690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1037692.750000 Penalty: 4487.311035
	Iteration 33Q: 3 clusters Score -1037693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1037694.750000 Penalty: 4487.311035
	Iteration 34Q: 3 clusters Score -1037695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1037694.937500 Penalty: 4487.311035
	Iteration 35Q: 3 clusters Score -1037695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1037698.062500 Penalty: 4487.311035
	Iteration 36Q: 3 clusters Score -1037698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1037696.937500 Penalty: 4487.311035
	Iteration 37Q: 3 clusters Score -1037697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1037698.562500 Penalty: 4487.311035
	Iteration 38Q: 3 clusters Score -1037699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1037697.500000 Penalty: 4487.311035
	Iteration 39Q: 3 clusters Score -1037698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1037698.500000 Penalty: 4487.311035
	Iteration 40F: 3 clusters Score -1037698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1037698.437500 Penalty: 4487.311035
	Iteration 41Q: 3 clusters Score -1037698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1037697.750000 Penalty: 4487.311035
	Iteration 42Q: 3 clusters Score -1037698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1037697.750000 Penalty: 4487.311035
	Iteration 43F: 3 clusters Score -1037698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -50028.710938 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -50028.71 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 227 members 
Entering Unmasked Estep 
Score: -48572.917969 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -48572.92 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48705.558594 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -48705.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48749.132812 Penalty: 2995.966309
	Iteration 2Q: 3 clusters Score -48749.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48782.066406 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -48782.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48815.144531 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -48815.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48846.093750 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -48846.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48860.800781 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -48860.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48867.820312 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -48867.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48873.062500 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -48873.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48873.062500 Penalty: 2995.966309
	Iteration 9F: 3 clusters Score -48873.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (44656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Entering Unmasked Estep 
Score: -5860829.000000 Penalty: 2655.272461
	Iteration 0F: 2 clusters Score -5860829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -5830734.000000 Penalty: 5310.544922
	Iteration 0F: 3 clusters Score -5830734 nChanged 20546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -5841970.000000 Penalty: 5310.544922
	Iteration 1F: 3 clusters Score -5841970 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -5842381.500000 Penalty: 5310.544922
	Iteration 2Q: 3 clusters Score -5842382 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -5842781.500000 Penalty: 5310.544922
	Iteration 3Q: 3 clusters Score -5842782 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -5843146.500000 Penalty: 5310.544922
	Iteration 4Q: 3 clusters Score -5843146 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -5843473.500000 Penalty: 5310.544922
	Iteration 5Q: 3 clusters Score -5843474 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -5843842.500000 Penalty: 5310.544922
	Iteration 6Q: 3 clusters Score -5843842 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -5844269.000000 Penalty: 5310.544922
	Iteration 7Q: 3 clusters Score -5844269 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -5844787.000000 Penalty: 5310.544922
	Iteration 8Q: 3 clusters Score -5844787 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -5845552.000000 Penalty: 5310.544922
	Iteration 9Q: 3 clusters Score -5845552 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -5846560.500000 Penalty: 5310.544922
	Iteration 10Q: 3 clusters Score -5846560 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -5847981.500000 Penalty: 5310.544922
	Iteration 11F: 3 clusters Score -5847982 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -5849494.500000 Penalty: 5310.544922
	Iteration 12F: 3 clusters Score -5849494 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -5850952.500000 Penalty: 5310.544922
	Iteration 13F: 3 clusters Score -5850952 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -5851960.000000 Penalty: 5310.544922
	Iteration 14Q: 3 clusters Score -5851960 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -5852501.000000 Penalty: 5310.544922
	Iteration 15Q: 3 clusters Score -5852501 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -5852820.500000 Penalty: 5310.544922
	Iteration 16Q: 3 clusters Score -5852820 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -5852952.500000 Penalty: 5310.544922
	Iteration 17Q: 3 clusters Score -5852952 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -5853060.000000 Penalty: 5310.544922
	Iteration 18Q: 3 clusters Score -5853060 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -5853113.000000 Penalty: 5310.544922
	Iteration 19Q: 3 clusters Score -5853113 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -5853207.500000 Penalty: 5310.544922
	Iteration 20F: 3 clusters Score -5853208 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -5853244.000000 Penalty: 5310.544922
	Iteration 21Q: 3 clusters Score -5853244 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -5853344.500000 Penalty: 5310.544922
	Iteration 22Q: 3 clusters Score -5853344 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -5853413.000000 Penalty: 5310.544922
	Iteration 23Q: 3 clusters Score -5853413 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -5853529.500000 Penalty: 5310.544922
	Iteration 24Q: 3 clusters Score -5853530 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -5853642.500000 Penalty: 5310.544922
	Iteration 25Q: 3 clusters Score -5853642 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -5853786.000000 Penalty: 5310.544922
	Iteration 26Q: 3 clusters Score -5853786 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -5853968.000000 Penalty: 5310.544922
	Iteration 27Q: 3 clusters Score -5853968 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -5854201.500000 Penalty: 5310.544922
	Iteration 28Q: 3 clusters Score -5854202 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -5854488.500000 Penalty: 5310.544922
	Iteration 29Q: 3 clusters Score -5854488 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -5854787.500000 Penalty: 5310.544922
	Iteration 30Q: 3 clusters Score -5854788 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -5855024.500000 Penalty: 5310.544922
	Iteration 31Q: 3 clusters Score -5855024 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -5855225.000000 Penalty: 5310.544922
	Iteration 32Q: 3 clusters Score -5855225 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -5855510.000000 Penalty: 5310.544922
	Iteration 33Q: 3 clusters Score -5855510 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -5855738.500000 Penalty: 5310.544922
	Iteration 34Q: 3 clusters Score -5855738 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -5855952.500000 Penalty: 5310.544922
	Iteration 35Q: 3 clusters Score -5855952 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -5856128.000000 Penalty: 5310.544922
	Iteration 36Q: 3 clusters Score -5856128 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -5856273.500000 Penalty: 5310.544922
	Iteration 37Q: 3 clusters Score -5856274 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -5856421.500000 Penalty: 5310.544922
	Iteration 38Q: 3 clusters Score -5856422 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -5856576.500000 Penalty: 5310.544922
	Iteration 39Q: 3 clusters Score -5856576 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -5856738.000000 Penalty: 5310.544922
	Iteration 40F: 3 clusters Score -5856738 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -5856854.000000 Penalty: 5310.544922
	Iteration 41Q: 3 clusters Score -5856854 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -5857001.000000 Penalty: 5310.544922
	Iteration 42Q: 3 clusters Score -5857001 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -5857127.000000 Penalty: 5310.544922
	Iteration 43Q: 3 clusters Score -5857127 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -5857223.000000 Penalty: 5310.544922
	Iteration 44Q: 3 clusters Score -5857223 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -5857335.000000 Penalty: 5310.544922
	Iteration 45Q: 3 clusters Score -5857335 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -5857397.500000 Penalty: 5310.544922
	Iteration 46Q: 3 clusters Score -5857398 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -5857457.000000 Penalty: 5310.544922
	Iteration 47Q: 3 clusters Score -5857457 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -5857523.000000 Penalty: 5310.544922
	Iteration 48Q: 3 clusters Score -5857523 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -5857570.500000 Penalty: 5310.544922
	Iteration 49Q: 3 clusters Score -5857570 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -5857638.500000 Penalty: 5310.544922
	Iteration 50Q: 3 clusters Score -5857638 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -5857680.000000 Penalty: 5310.544922
	Iteration 51Q: 3 clusters Score -5857680 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -5857717.000000 Penalty: 5310.544922
	Iteration 52Q: 3 clusters Score -5857717 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -5857783.500000 Penalty: 5310.544922
	Iteration 53Q: 3 clusters Score -5857784 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -5857833.000000 Penalty: 5310.544922
	Iteration 54Q: 3 clusters Score -5857833 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -5857856.000000 Penalty: 5310.544922
	Iteration 55Q: 3 clusters Score -5857856 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -5857888.000000 Penalty: 5310.544922
	Iteration 56Q: 3 clusters Score -5857888 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -5857923.500000 Penalty: 5310.544922
	Iteration 57Q: 3 clusters Score -5857924 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -5857947.500000 Penalty: 5310.544922
	Iteration 58Q: 3 clusters Score -5857948 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -5857974.000000 Penalty: 5310.544922
	Iteration 59Q: 3 clusters Score -5857974 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -5857989.000000 Penalty: 5310.544922
	Iteration 60F: 3 clusters Score -5857989 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -5858005.500000 Penalty: 5310.544922
	Iteration 61Q: 3 clusters Score -5858006 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -5858025.000000 Penalty: 5310.544922
	Iteration 62Q: 3 clusters Score -5858025 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -5858052.000000 Penalty: 5310.544922
	Iteration 63Q: 3 clusters Score -5858052 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -5858076.500000 Penalty: 5310.544922
	Iteration 64Q: 3 clusters Score -5858076 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -5858073.500000 Penalty: 5310.544922
	Iteration 65Q: 3 clusters Score -5858074 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -5858118.000000 Penalty: 5310.544922
	Iteration 66Q: 3 clusters Score -5858118 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -5858137.500000 Penalty: 5310.544922
	Iteration 67Q: 3 clusters Score -5858138 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -5858160.000000 Penalty: 5310.544922
	Iteration 68Q: 3 clusters Score -5858160 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -5858183.500000 Penalty: 5310.544922
	Iteration 69Q: 3 clusters Score -5858184 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -5858196.500000 Penalty: 5310.544922
	Iteration 70Q: 3 clusters Score -5858196 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5858213.000000 Penalty: 5310.544922
	Iteration 71Q: 3 clusters Score -5858213 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -5858234.000000 Penalty: 5310.544922
	Iteration 72Q: 3 clusters Score -5858234 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5858255.000000 Penalty: 5310.544922
	Iteration 73Q: 3 clusters Score -5858255 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -5858275.500000 Penalty: 5310.544922
	Iteration 74Q: 3 clusters Score -5858276 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -5858289.000000 Penalty: 5310.544922
	Iteration 75Q: 3 clusters Score -5858289 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -5858297.500000 Penalty: 5310.544922
	Iteration 76Q: 3 clusters Score -5858298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -5858298.500000 Penalty: 5310.544922
	Iteration 77Q: 3 clusters Score -5858298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5858313.500000 Penalty: 5310.544922
	Iteration 78Q: 3 clusters Score -5858314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5858323.000000 Penalty: 5310.544922
	Iteration 79Q: 3 clusters Score -5858323 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -5858335.000000 Penalty: 5310.544922
	Iteration 80F: 3 clusters Score -5858335 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5858349.500000 Penalty: 5310.544922
	Iteration 81Q: 3 clusters Score -5858350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5858370.000000 Penalty: 5310.544922
	Iteration 82Q: 3 clusters Score -5858370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5858386.500000 Penalty: 5310.544922
	Iteration 83Q: 3 clusters Score -5858386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5858392.000000 Penalty: 5310.544922
	Iteration 84Q: 3 clusters Score -5858392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -5858396.000000 Penalty: 5310.544922
	Iteration 85Q: 3 clusters Score -5858396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5858401.000000 Penalty: 5310.544922
	Iteration 86Q: 3 clusters Score -5858401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -5858406.000000 Penalty: 5310.544922
	Iteration 87Q: 3 clusters Score -5858406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5858413.000000 Penalty: 5310.544922
	Iteration 88Q: 3 clusters Score -5858413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5858416.000000 Penalty: 5310.544922
	Iteration 89Q: 3 clusters Score -5858416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5858420.500000 Penalty: 5310.544922
	Iteration 90Q: 3 clusters Score -5858420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5858409.000000 Penalty: 5310.544922
	Iteration 91Q: 3 clusters Score -5858409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5858417.000000 Penalty: 5310.544922
	Iteration 92Q: 3 clusters Score -5858417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5858426.000000 Penalty: 5310.544922
	Iteration 93Q: 3 clusters Score -5858426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5858429.000000 Penalty: 5310.544922
	Iteration 94Q: 3 clusters Score -5858429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5858432.000000 Penalty: 5310.544922
	Iteration 95Q: 3 clusters Score -5858432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5858437.500000 Penalty: 5310.544922
	Iteration 96Q: 3 clusters Score -5858438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5858432.500000 Penalty: 5310.544922
	Iteration 97Q: 3 clusters Score -5858432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5858436.500000 Penalty: 5310.544922
	Iteration 98Q: 3 clusters Score -5858436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5858447.000000 Penalty: 5310.544922
	Iteration 99Q: 3 clusters Score -5858447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5858447.000000 Penalty: 5310.544922
	Iteration 100F: 3 clusters Score -5858447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5858453.000000 Penalty: 5310.544922
	Iteration 101Q: 3 clusters Score -5858453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5858455.000000 Penalty: 5310.544922
	Iteration 102Q: 3 clusters Score -5858455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5858454.000000 Penalty: 5310.544922
	Iteration 103Q: 3 clusters Score -5858454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5858452.000000 Penalty: 5310.544922
	Iteration 104Q: 3 clusters Score -5858452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5858454.500000 Penalty: 5310.544922
	Iteration 105Q: 3 clusters Score -5858454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5858458.000000 Penalty: 5310.544922
	Iteration 106Q: 3 clusters Score -5858458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5858469.000000 Penalty: 5310.544922
	Iteration 107Q: 3 clusters Score -5858469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5858476.000000 Penalty: 5310.544922
	Iteration 108Q: 3 clusters Score -5858476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5858480.500000 Penalty: 5310.544922
	Iteration 109Q: 3 clusters Score -5858480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5858496.000000 Penalty: 5310.544922
	Iteration 110Q: 3 clusters Score -5858496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5858495.000000 Penalty: 5310.544922
	Iteration 111Q: 3 clusters Score -5858495 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5858507.000000 Penalty: 5310.544922
	Iteration 112Q: 3 clusters Score -5858507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5858511.500000 Penalty: 5310.544922
	Iteration 113Q: 3 clusters Score -5858512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5858513.000000 Penalty: 5310.544922
	Iteration 114Q: 3 clusters Score -5858513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5858514.000000 Penalty: 5310.544922
	Iteration 115Q: 3 clusters Score -5858514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5858522.500000 Penalty: 5310.544922
	Iteration 116Q: 3 clusters Score -5858522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5858528.000000 Penalty: 5310.544922
	Iteration 117Q: 3 clusters Score -5858528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5858534.500000 Penalty: 5310.544922
	Iteration 118Q: 3 clusters Score -5858534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5858539.000000 Penalty: 5310.544922
	Iteration 119Q: 3 clusters Score -5858539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5858545.000000 Penalty: 5310.544922
	Iteration 120F: 3 clusters Score -5858545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5858548.000000 Penalty: 5310.544922
	Iteration 121Q: 3 clusters Score -5858548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5858542.500000 Penalty: 5310.544922
	Iteration 122Q: 3 clusters Score -5858542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5858551.500000 Penalty: 5310.544922
	Iteration 123Q: 3 clusters Score -5858552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5858552.500000 Penalty: 5310.544922
	Iteration 124Q: 3 clusters Score -5858552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5858556.000000 Penalty: 5310.544922
	Iteration 125Q: 3 clusters Score -5858556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5858561.000000 Penalty: 5310.544922
	Iteration 126Q: 3 clusters Score -5858561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5858554.000000 Penalty: 5310.544922
	Iteration 127Q: 3 clusters Score -5858554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5858554.000000 Penalty: 5310.544922
	Iteration 128Q: 3 clusters Score -5858554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5858564.500000 Penalty: 5310.544922
	Iteration 129Q: 3 clusters Score -5858564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5858571.000000 Penalty: 5310.544922
	Iteration 130Q: 3 clusters Score -5858571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5858568.000000 Penalty: 5310.544922
	Iteration 131Q: 3 clusters Score -5858568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5858572.500000 Penalty: 5310.544922
	Iteration 132Q: 3 clusters Score -5858572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5858570.500000 Penalty: 5310.544922
	Iteration 133Q: 3 clusters Score -5858570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5858572.500000 Penalty: 5310.544922
	Iteration 134Q: 3 clusters Score -5858572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5858571.500000 Penalty: 5310.544922
	Iteration 135Q: 3 clusters Score -5858572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5858573.500000 Penalty: 5310.544922
	Iteration 136Q: 3 clusters Score -5858574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5858573.500000 Penalty: 5310.544922
	Iteration 137F: 3 clusters Score -5858574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -60976.957031 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -60976.96 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 265 members 
Entering Unmasked Estep 
Score: -59456.019531 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -59456.02 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59662.667969 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -59662.67 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59827.808594 Penalty: 3100.944336
	Iteration 2F: 3 clusters Score -59827.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59982.199219 Penalty: 3100.944336
	Iteration 3F: 3 clusters Score -59982.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60159.867188 Penalty: 3100.944336
	Iteration 4F: 3 clusters Score -60159.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60403.890625 Penalty: 3100.944336
	Iteration 5F: 3 clusters Score -60403.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -60602.800781 Penalty: 3100.944336
	Iteration 6F: 3 clusters Score -60602.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -60682.859375 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -60682.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -60712.949219 Penalty: 3100.944336
	Iteration 8Q: 3 clusters Score -60712.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -60730.359375 Penalty: 3100.944336
	Iteration 9Q: 3 clusters Score -60730.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -60739.687500 Penalty: 3100.944336
	Iteration 10Q: 3 clusters Score -60739.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -60753.105469 Penalty: 3100.944336
	Iteration 11Q: 3 clusters Score -60753.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -60754.292969 Penalty: 3100.944336
	Iteration 12Q: 3 clusters Score -60754.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -60754.292969 Penalty: 3100.944336
	Iteration 13F: 3 clusters Score -60754.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -56013.648438 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -56013.65 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 247 members 
Entering Unmasked Estep 
Score: -54596.710938 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -54596.71 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54927.488281 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -54927.49 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55064.988281 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -55064.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55215.316406 Penalty: 3072.425049
	Iteration 3F: 3 clusters Score -55215.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55392.855469 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -55392.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55516.160156 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -55516.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55567.089844 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -55567.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -55594.636719 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -55594.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55620.121094 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -55620.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55660.144531 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -55660.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55718.898438 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -55718.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55755.296875 Penalty: 3072.425049
	Iteration 11Q: 3 clusters Score -55755.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55832.902344 Penalty: 3072.425049
	Iteration 12Q: 3 clusters Score -55832.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55910.644531 Penalty: 3072.425049
	Iteration 13Q: 3 clusters Score -55910.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55943.160156 Penalty: 3072.425049
	Iteration 14Q: 3 clusters Score -55943.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55961.382812 Penalty: 3072.425049
	Iteration 15Q: 3 clusters Score -55961.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55966.023438 Penalty: 3072.425049
	Iteration 16Q: 3 clusters Score -55966.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55967.925781 Penalty: 3072.425049
	Iteration 17Q: 3 clusters Score -55967.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -55970.597656 Penalty: 3072.425049
	Iteration 18Q: 3 clusters Score -55970.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55976.871094 Penalty: 3072.425049
	Iteration 19Q: 3 clusters Score -55976.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -55979.250000 Penalty: 3072.425049
	Iteration 20F: 3 clusters Score -55979.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55983.800781 Penalty: 3072.425049
	Iteration 21Q: 3 clusters Score -55983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55986.371094 Penalty: 3072.425049
	Iteration 22Q: 3 clusters Score -55986.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -55988.515625 Penalty: 3072.425049
	Iteration 23Q: 3 clusters Score -55988.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -55988.515625 Penalty: 3072.425049
	Iteration 24F: 3 clusters Score -55988.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -133281.078125 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -133281.1 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 591 members 
Entering Unmasked Estep 
Score: -131204.546875 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -131204.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -131499.593750 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -131499.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -131611.843750 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -131611.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -131674.843750 Penalty: 3495.568604
	Iteration 3Q: 3 clusters Score -131674.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -131724.734375 Penalty: 3495.568604
	Iteration 4Q: 3 clusters Score -131724.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -131776.781250 Penalty: 3495.568604
	Iteration 5Q: 3 clusters Score -131776.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -131813.187500 Penalty: 3495.568604
	Iteration 6Q: 3 clusters Score -131813.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -131838.765625 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -131838.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -131865.250000 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -131865.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -131878.562500 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -131878.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -131890.734375 Penalty: 3495.568604
	Iteration 10Q: 3 clusters Score -131890.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -131900.875000 Penalty: 3495.568604
	Iteration 11Q: 3 clusters Score -131900.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -131914.750000 Penalty: 3495.568604
	Iteration 12Q: 3 clusters Score -131914.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -131924.000000 Penalty: 3495.568604
	Iteration 13Q: 3 clusters Score -131924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -131929.812500 Penalty: 3495.568604
	Iteration 14Q: 3 clusters Score -131929.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -131933.437500 Penalty: 3495.568604
	Iteration 15Q: 3 clusters Score -131933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -131939.343750 Penalty: 3495.568604
	Iteration 16Q: 3 clusters Score -131939.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -131950.734375 Penalty: 3495.568604
	Iteration 17Q: 3 clusters Score -131950.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -131957.015625 Penalty: 3495.568604
	Iteration 18Q: 3 clusters Score -131957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -131965.921875 Penalty: 3495.568604
	Iteration 19Q: 3 clusters Score -131965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -131972.765625 Penalty: 3495.568604
	Iteration 20F: 3 clusters Score -131972.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -131978.062500 Penalty: 3495.568604
	Iteration 21Q: 3 clusters Score -131978.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -131981.625000 Penalty: 3495.568604
	Iteration 22Q: 3 clusters Score -131981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -131984.796875 Penalty: 3495.568604
	Iteration 23Q: 3 clusters Score -131984.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -131987.562500 Penalty: 3495.568604
	Iteration 24Q: 3 clusters Score -131987.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -131988.109375 Penalty: 3495.568604
	Iteration 25Q: 3 clusters Score -131988.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -131988.109375 Penalty: 3495.568604
	Iteration 26F: 3 clusters Score -131988.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -66090.804688 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -66090.8 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 260 members 
Entering Unmasked Estep 
Score: -64596.023438 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -64596.02 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64811.835938 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -64811.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64928.523438 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -64928.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64999.039062 Penalty: 3111.347168
	Iteration 3Q: 3 clusters Score -64999.04 nChanged 16
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: -65029.945312 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -65029.95 nChanged 10
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: -65049.144531 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -65049.14 nChanged 8
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: -65074.101562 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -65074.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65087.453125 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -65087.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65100.101562 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -65100.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65104.890625 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -65104.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65107.097656 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -65107.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65108.242188 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -65108.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65108.242188 Penalty: 3111.347168
	Iteration 12F: 3 clusters Score -65108.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96786 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9109 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8485 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32624 members 
Mstep: Class 14 contains 2641 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13725 members 
Mstep: Class 22 contains 3560 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8493 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44656 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860336.000000 Penalty: 128345.367188
Iteration 239Q: 40 clusters Score -7.386034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96786 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9108 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8481 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32623 members 
Mstep: Class 14 contains 2641 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13725 members 
Mstep: Class 22 contains 3560 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8493 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44662 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860344.000000 Penalty: 128345.367188
Iteration 240F: 40 clusters Score -7.386034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96792 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9107 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8474 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32622 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13725 members 
Mstep: Class 22 contains 3560 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8493 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44666 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860296.000000 Penalty: 128345.367188
Iteration 241Q: 40 clusters Score -7.38603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96797 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32622 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13725 members 
Mstep: Class 22 contains 3559 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44669 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860288.000000 Penalty: 128345.367188
Iteration 242Q: 40 clusters Score -7.386029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96801 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8466 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32620 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13726 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44670 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860336.000000 Penalty: 128345.367188
Iteration 243Q: 40 clusters Score -7.386034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96804 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8463 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32619 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13726 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44671 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860344.000000 Penalty: 128345.367188
Iteration 244Q: 40 clusters Score -7.386034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96804 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8461 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32619 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13726 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4791 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44672 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860352.000000 Penalty: 128345.367188
Iteration 245Q: 40 clusters Score -7.386035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96806 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8460 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32619 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13726 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44672 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860360.000000 Penalty: 128345.367188
Iteration 246Q: 40 clusters Score -7.386036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96809 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8456 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32620 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13726 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44672 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860360.000000 Penalty: 128345.367188
Iteration 247Q: 40 clusters Score -7.386036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96814 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8452 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32619 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13726 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44672 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860360.000000 Penalty: 128345.367188
Iteration 248Q: 40 clusters Score -7.386036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96816 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8447 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32619 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13726 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44675 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860408.000000 Penalty: 128345.367188
Iteration 249Q: 40 clusters Score -7.386041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96819 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8444 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32618 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13726 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44676 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860392.000000 Penalty: 128345.367188
Iteration 250Q: 40 clusters Score -7.386039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96824 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8440 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32617 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13726 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44676 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860384.000000 Penalty: 128345.367188
Iteration 251Q: 40 clusters Score -7.386038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96826 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8438 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32616 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13727 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44676 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860352.000000 Penalty: 128345.367188
Iteration 252Q: 40 clusters Score -7.386035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96827 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8437 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32616 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13727 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44676 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860360.000000 Penalty: 128345.367188
Iteration 253Q: 40 clusters Score -7.386036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96827 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8437 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32616 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13727 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44676 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860360.000000 Penalty: 128345.367188
Iteration 254F: 40 clusters Score -7.386036e+07 nChanged 0
Entering ConstructFrom: 
Score: -73860360.000000 Penalty: 128345.367188
Entering ConstructFrom: 
Trying to split cluster 1 (21302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Entering Unmasked Estep 
Score: -2757463.750000 Penalty: 2471.706055
	Iteration 0F: 2 clusters Score -2757464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2742665.000000 Penalty: 4943.412109
	Iteration 0F: 3 clusters Score -2742665 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2747630.000000 Penalty: 4943.412109
	Iteration 1F: 3 clusters Score -2747630 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2748108.500000 Penalty: 4943.412109
	Iteration 2F: 3 clusters Score -2748108 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2748594.500000 Penalty: 4943.412109
	Iteration 3F: 3 clusters Score -2748594 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2749098.000000 Penalty: 4943.412109
	Iteration 4F: 3 clusters Score -2749098 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2749676.750000 Penalty: 4943.412109
	Iteration 5F: 3 clusters Score -2749677 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2750308.500000 Penalty: 4943.412109
	Iteration 6F: 3 clusters Score -2750308 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2750944.750000 Penalty: 4943.412109
	Iteration 7Q: 3 clusters Score -2750945 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2751491.000000 Penalty: 4943.412109
	Iteration 8Q: 3 clusters Score -2751491 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2751947.750000 Penalty: 4943.412109
	Iteration 9Q: 3 clusters Score -2751948 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2752313.250000 Penalty: 4943.412109
	Iteration 10Q: 3 clusters Score -2752313 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2752682.250000 Penalty: 4943.412109
	Iteration 11Q: 3 clusters Score -2752682 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2752997.750000 Penalty: 4943.412109
	Iteration 12Q: 3 clusters Score -2752998 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2753261.500000 Penalty: 4943.412109
	Iteration 13Q: 3 clusters Score -2753262 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2753477.000000 Penalty: 4943.412109
	Iteration 14Q: 3 clusters Score -2753477 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2753667.250000 Penalty: 4943.412109
	Iteration 15Q: 3 clusters Score -2753667 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2753813.000000 Penalty: 4943.412109
	Iteration 16Q: 3 clusters Score -2753813 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2753952.000000 Penalty: 4943.412109
	Iteration 17Q: 3 clusters Score -2753952 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2754064.250000 Penalty: 4943.412109
	Iteration 18Q: 3 clusters Score -2754064 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2754172.250000 Penalty: 4943.412109
	Iteration 19Q: 3 clusters Score -2754172 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2754286.500000 Penalty: 4943.412109
	Iteration 20F: 3 clusters Score -2754286 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2754429.250000 Penalty: 4943.412109
	Iteration 21Q: 3 clusters Score -2754429 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2754544.000000 Penalty: 4943.412109
	Iteration 22Q: 3 clusters Score -2754544 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2754652.500000 Penalty: 4943.412109
	Iteration 23Q: 3 clusters Score -2754652 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2754775.000000 Penalty: 4943.412109
	Iteration 24Q: 3 clusters Score -2754775 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2754862.750000 Penalty: 4943.412109
	Iteration 25Q: 3 clusters Score -2754863 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2754932.000000 Penalty: 4943.412109
	Iteration 26Q: 3 clusters Score -2754932 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2755015.750000 Penalty: 4943.412109
	Iteration 27Q: 3 clusters Score -2755016 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2755083.500000 Penalty: 4943.412109
	Iteration 28Q: 3 clusters Score -2755084 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2755139.000000 Penalty: 4943.412109
	Iteration 29Q: 3 clusters Score -2755139 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2755179.250000 Penalty: 4943.412109
	Iteration 30Q: 3 clusters Score -2755179 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2755230.250000 Penalty: 4943.412109
	Iteration 31Q: 3 clusters Score -2755230 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2755268.000000 Penalty: 4943.412109
	Iteration 32Q: 3 clusters Score -2755268 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2755295.000000 Penalty: 4943.412109
	Iteration 33Q: 3 clusters Score -2755295 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2755335.750000 Penalty: 4943.412109
	Iteration 34Q: 3 clusters Score -2755336 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2755363.750000 Penalty: 4943.412109
	Iteration 35Q: 3 clusters Score -2755364 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2755388.750000 Penalty: 4943.412109
	Iteration 36Q: 3 clusters Score -2755389 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2755428.750000 Penalty: 4943.412109
	Iteration 37Q: 3 clusters Score -2755429 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2755462.750000 Penalty: 4943.412109
	Iteration 38Q: 3 clusters Score -2755463 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2755478.500000 Penalty: 4943.412109
	Iteration 39Q: 3 clusters Score -2755478 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2755500.000000 Penalty: 4943.412109
	Iteration 40F: 3 clusters Score -2755500 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2755522.750000 Penalty: 4943.412109
	Iteration 41Q: 3 clusters Score -2755523 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2755534.250000 Penalty: 4943.412109
	Iteration 42Q: 3 clusters Score -2755534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2755539.250000 Penalty: 4943.412109
	Iteration 43Q: 3 clusters Score -2755539 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2755547.000000 Penalty: 4943.412109
	Iteration 44Q: 3 clusters Score -2755547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2755552.000000 Penalty: 4943.412109
	Iteration 45Q: 3 clusters Score -2755552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2755553.750000 Penalty: 4943.412109
	Iteration 46Q: 3 clusters Score -2755554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2755560.250000 Penalty: 4943.412109
	Iteration 47Q: 3 clusters Score -2755560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2755563.750000 Penalty: 4943.412109
	Iteration 48Q: 3 clusters Score -2755564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2755566.500000 Penalty: 4943.412109
	Iteration 49Q: 3 clusters Score -2755566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2755566.000000 Penalty: 4943.412109
	Iteration 50Q: 3 clusters Score -2755566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2755569.000000 Penalty: 4943.412109
	Iteration 51Q: 3 clusters Score -2755569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2755573.750000 Penalty: 4943.412109
	Iteration 52Q: 3 clusters Score -2755574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2755572.000000 Penalty: 4943.412109
	Iteration 53Q: 3 clusters Score -2755572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2755577.500000 Penalty: 4943.412109
	Iteration 54Q: 3 clusters Score -2755578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2755578.250000 Penalty: 4943.412109
	Iteration 55Q: 3 clusters Score -2755578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2755583.000000 Penalty: 4943.412109
	Iteration 56Q: 3 clusters Score -2755583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2755590.750000 Penalty: 4943.412109
	Iteration 57Q: 3 clusters Score -2755591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2755602.250000 Penalty: 4943.412109
	Iteration 58Q: 3 clusters Score -2755602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2755602.250000 Penalty: 4943.412109
	Iteration 59Q: 3 clusters Score -2755602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2755609.750000 Penalty: 4943.412109
	Iteration 60F: 3 clusters Score -2755610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2755613.250000 Penalty: 4943.412109
	Iteration 61Q: 3 clusters Score -2755613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2755615.250000 Penalty: 4943.412109
	Iteration 62Q: 3 clusters Score -2755615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2755621.000000 Penalty: 4943.412109
	Iteration 63Q: 3 clusters Score -2755621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2755624.250000 Penalty: 4943.412109
	Iteration 64Q: 3 clusters Score -2755624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2755625.750000 Penalty: 4943.412109
	Iteration 65Q: 3 clusters Score -2755626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2755628.250000 Penalty: 4943.412109
	Iteration 66Q: 3 clusters Score -2755628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2755628.000000 Penalty: 4943.412109
	Iteration 67Q: 3 clusters Score -2755628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2755627.500000 Penalty: 4943.412109
	Iteration 68Q: 3 clusters Score -2755628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2755633.750000 Penalty: 4943.412109
	Iteration 69Q: 3 clusters Score -2755634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2755634.250000 Penalty: 4943.412109
	Iteration 70Q: 3 clusters Score -2755634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2755635.500000 Penalty: 4943.412109
	Iteration 71Q: 3 clusters Score -2755636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2755634.000000 Penalty: 4943.412109
	Iteration 72Q: 3 clusters Score -2755634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2755636.750000 Penalty: 4943.412109
	Iteration 73Q: 3 clusters Score -2755637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2755644.500000 Penalty: 4943.412109
	Iteration 74Q: 3 clusters Score -2755644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2755645.250000 Penalty: 4943.412109
	Iteration 75Q: 3 clusters Score -2755645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2755653.000000 Penalty: 4943.412109
	Iteration 76Q: 3 clusters Score -2755653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2755652.750000 Penalty: 4943.412109
	Iteration 77Q: 3 clusters Score -2755653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2755652.500000 Penalty: 4943.412109
	Iteration 78Q: 3 clusters Score -2755652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2755663.250000 Penalty: 4943.412109
	Iteration 79Q: 3 clusters Score -2755663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2755659.250000 Penalty: 4943.412109
	Iteration 80F: 3 clusters Score -2755659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2755663.000000 Penalty: 4943.412109
	Iteration 81Q: 3 clusters Score -2755663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2755658.500000 Penalty: 4943.412109
	Iteration 82Q: 3 clusters Score -2755658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2755662.000000 Penalty: 4943.412109
	Iteration 83Q: 3 clusters Score -2755662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2755665.500000 Penalty: 4943.412109
	Iteration 84Q: 3 clusters Score -2755666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2755666.500000 Penalty: 4943.412109
	Iteration 85Q: 3 clusters Score -2755666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2755669.000000 Penalty: 4943.412109
	Iteration 86Q: 3 clusters Score -2755669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2755672.000000 Penalty: 4943.412109
	Iteration 87Q: 3 clusters Score -2755672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2755673.250000 Penalty: 4943.412109
	Iteration 88Q: 3 clusters Score -2755673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2755672.000000 Penalty: 4943.412109
	Iteration 89Q: 3 clusters Score -2755672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2755670.250000 Penalty: 4943.412109
	Iteration 90Q: 3 clusters Score -2755670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2755670.250000 Penalty: 4943.412109
	Iteration 91F: 3 clusters Score -2755670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Entering Unmasked Estep 
Score: -3589375.250000 Penalty: 2529.828613
	Iteration 0F: 2 clusters Score -3589375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3570905.000000 Penalty: 5059.657227
	Iteration 0F: 3 clusters Score -3570905 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3577986.500000 Penalty: 5059.657227
	Iteration 1F: 3 clusters Score -3577986 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3579044.750000 Penalty: 5059.657227
	Iteration 2F: 3 clusters Score -3579045 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3580534.000000 Penalty: 5059.657227
	Iteration 3F: 3 clusters Score -3580534 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -3582466.250000 Penalty: 5059.657227
	Iteration 4F: 3 clusters Score -3582466 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -3584192.750000 Penalty: 5059.657227
	Iteration 5F: 3 clusters Score -3584193 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -3585277.000000 Penalty: 5059.657227
	Iteration 6F: 3 clusters Score -3585277 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -3585768.000000 Penalty: 5059.657227
	Iteration 7Q: 3 clusters Score -3585768 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -3585993.000000 Penalty: 5059.657227
	Iteration 8Q: 3 clusters Score -3585993 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -3586107.250000 Penalty: 5059.657227
	Iteration 9Q: 3 clusters Score -3586107 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -3586179.750000 Penalty: 5059.657227
	Iteration 10Q: 3 clusters Score -3586180 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -3586226.750000 Penalty: 5059.657227
	Iteration 11Q: 3 clusters Score -3586227 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -3586278.250000 Penalty: 5059.657227
	Iteration 12Q: 3 clusters Score -3586278 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3586283.000000 Penalty: 5059.657227
	Iteration 13Q: 3 clusters Score -3586283 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -3586288.500000 Penalty: 5059.657227
	Iteration 14Q: 3 clusters Score -3586288 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -3586292.750000 Penalty: 5059.657227
	Iteration 15Q: 3 clusters Score -3586293 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -3586296.750000 Penalty: 5059.657227
	Iteration 16Q: 3 clusters Score -3586297 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -3586298.250000 Penalty: 5059.657227
	Iteration 17Q: 3 clusters Score -3586298 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -3586306.250000 Penalty: 5059.657227
	Iteration 18Q: 3 clusters Score -3586306 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3586315.500000 Penalty: 5059.657227
	Iteration 19Q: 3 clusters Score -3586316 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3586326.500000 Penalty: 5059.657227
	Iteration 20F: 3 clusters Score -3586326 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3586336.500000 Penalty: 5059.657227
	Iteration 21Q: 3 clusters Score -3586336 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -3586353.250000 Penalty: 5059.657227
	Iteration 22Q: 3 clusters Score -3586353 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -3586357.750000 Penalty: 5059.657227
	Iteration 23Q: 3 clusters Score -3586358 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -3586371.500000 Penalty: 5059.657227
	Iteration 24Q: 3 clusters Score -3586372 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -3586369.500000 Penalty: 5059.657227
	Iteration 25Q: 3 clusters Score -3586370 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -3586379.250000 Penalty: 5059.657227
	Iteration 26Q: 3 clusters Score -3586379 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3586378.000000 Penalty: 5059.657227
	Iteration 27Q: 3 clusters Score -3586378 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -3586384.750000 Penalty: 5059.657227
	Iteration 28Q: 3 clusters Score -3586385 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -3586398.750000 Penalty: 5059.657227
	Iteration 29Q: 3 clusters Score -3586399 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3586411.500000 Penalty: 5059.657227
	Iteration 30Q: 3 clusters Score -3586412 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -3586422.250000 Penalty: 5059.657227
	Iteration 31Q: 3 clusters Score -3586422 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3586433.000000 Penalty: 5059.657227
	Iteration 32Q: 3 clusters Score -3586433 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -3586438.500000 Penalty: 5059.657227
	Iteration 33Q: 3 clusters Score -3586438 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -3586453.000000 Penalty: 5059.657227
	Iteration 34Q: 3 clusters Score -3586453 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -3586450.750000 Penalty: 5059.657227
	Iteration 35Q: 3 clusters Score -3586451 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -3586473.000000 Penalty: 5059.657227
	Iteration 36Q: 3 clusters Score -3586473 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3586489.000000 Penalty: 5059.657227
	Iteration 37Q: 3 clusters Score -3586489 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -3586499.500000 Penalty: 5059.657227
	Iteration 38Q: 3 clusters Score -3586500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3586506.250000 Penalty: 5059.657227
	Iteration 39Q: 3 clusters Score -3586506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3586512.000000 Penalty: 5059.657227
	Iteration 40F: 3 clusters Score -3586512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -3586510.250000 Penalty: 5059.657227
	Iteration 41Q: 3 clusters Score -3586510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3586516.000000 Penalty: 5059.657227
	Iteration 42Q: 3 clusters Score -3586516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3586518.250000 Penalty: 5059.657227
	Iteration 43Q: 3 clusters Score -3586518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -3586536.500000 Penalty: 5059.657227
	Iteration 44Q: 3 clusters Score -3586536 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -3586546.750000 Penalty: 5059.657227
	Iteration 45Q: 3 clusters Score -3586547 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -3586551.750000 Penalty: 5059.657227
	Iteration 46Q: 3 clusters Score -3586552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -3586551.000000 Penalty: 5059.657227
	Iteration 47Q: 3 clusters Score -3586551 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -3586553.000000 Penalty: 5059.657227
	Iteration 48Q: 3 clusters Score -3586553 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -3586559.000000 Penalty: 5059.657227
	Iteration 49Q: 3 clusters Score -3586559 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3586568.000000 Penalty: 5059.657227
	Iteration 50Q: 3 clusters Score -3586568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -3586560.750000 Penalty: 5059.657227
	Iteration 51Q: 3 clusters Score -3586561 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -3586568.250000 Penalty: 5059.657227
	Iteration 52Q: 3 clusters Score -3586568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -3586568.250000 Penalty: 5059.657227
	Iteration 53Q: 3 clusters Score -3586568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -3586576.250000 Penalty: 5059.657227
	Iteration 54Q: 3 clusters Score -3586576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -3586573.750000 Penalty: 5059.657227
	Iteration 55Q: 3 clusters Score -3586574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -3586572.750000 Penalty: 5059.657227
	Iteration 56Q: 3 clusters Score -3586573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -3586583.750000 Penalty: 5059.657227
	Iteration 57Q: 3 clusters Score -3586584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -3586583.000000 Penalty: 5059.657227
	Iteration 58Q: 3 clusters Score -3586583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3586594.750000 Penalty: 5059.657227
	Iteration 59Q: 3 clusters Score -3586595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -3586593.000000 Penalty: 5059.657227
	Iteration 60F: 3 clusters Score -3586593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3586595.750000 Penalty: 5059.657227
	Iteration 61Q: 3 clusters Score -3586596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3586599.500000 Penalty: 5059.657227
	Iteration 62Q: 3 clusters Score -3586600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -3586599.250000 Penalty: 5059.657227
	Iteration 63Q: 3 clusters Score -3586599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -3586612.250000 Penalty: 5059.657227
	Iteration 64Q: 3 clusters Score -3586612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -3586614.500000 Penalty: 5059.657227
	Iteration 65Q: 3 clusters Score -3586614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -3586612.250000 Penalty: 5059.657227
	Iteration 66Q: 3 clusters Score -3586612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3586616.250000 Penalty: 5059.657227
	Iteration 67Q: 3 clusters Score -3586616 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -3586624.000000 Penalty: 5059.657227
	Iteration 68Q: 3 clusters Score -3586624 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -3586625.750000 Penalty: 5059.657227
	Iteration 69Q: 3 clusters Score -3586626 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -3586652.500000 Penalty: 5059.657227
	Iteration 70Q: 3 clusters Score -3586652 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -3586658.750000 Penalty: 5059.657227
	Iteration 71Q: 3 clusters Score -3586659 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3586666.000000 Penalty: 5059.657227
	Iteration 72Q: 3 clusters Score -3586666 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3586687.000000 Penalty: 5059.657227
	Iteration 73Q: 3 clusters Score -3586687 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -3586697.750000 Penalty: 5059.657227
	Iteration 74Q: 3 clusters Score -3586698 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -3586711.250000 Penalty: 5059.657227
	Iteration 75Q: 3 clusters Score -3586711 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -3586718.750000 Penalty: 5059.657227
	Iteration 76Q: 3 clusters Score -3586719 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3586720 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -3586737.000000 Penalty: 5059.657227
	Iteration 78Q: 3 clusters Score -3586737 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3586752.000000 Penalty: 5059.657227
	Iteration 79Q: 3 clusters Score -3586752 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -3586767.500000 Penalty: 5059.657227
	Iteration 80F: 3 clusters Score -3586768 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -3586761.000000 Penalty: 5059.657227
	Iteration 81Q: 3 clusters Score -3586761 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -3586774.500000 Penalty: 5059.657227
	Iteration 82Q: 3 clusters Score -3586774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3586787 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -3586793.500000 Penalty: 5059.657227
	Iteration 84Q: 3 clusters Score -3586794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -3586804.250000 Penalty: 5059.657227
	Iteration 85Q: 3 clusters Score -3586804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -3586801.250000 Penalty: 5059.657227
	Iteration 86Q: 3 clusters Score -3586801 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -3586813.000000 Penalty: 5059.657227
	Iteration 87Q: 3 clusters Score -3586813 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3586816.000000 Penalty: 5059.657227
	Iteration 88Q: 3 clusters Score -3586816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3586825.500000 Penalty: 5059.657227
	Iteration 89Q: 3 clusters Score -3586826 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3586845.500000 Penalty: 5059.657227
	Iteration 90Q: 3 clusters Score -3586846 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -3586856.500000 Penalty: 5059.657227
	Iteration 91Q: 3 clusters Score -3586856 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3586879.750000 Penalty: 5059.657227
	Iteration 92Q: 3 clusters Score -3586880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -3586871.750000 Penalty: 5059.657227
	Iteration 93Q: 3 clusters Score -3586872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -3586896.500000 Penalty: 5059.657227
	Iteration 94Q: 3 clusters Score -3586896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3586908.250000 Penalty: 5059.657227
	Iteration 95Q: 3 clusters Score -3586908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3586916.000000 Penalty: 5059.657227
	Iteration 96Q: 3 clusters Score -3586916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3586924.750000 Penalty: 5059.657227
	Iteration 97Q: 3 clusters Score -3586925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3586928.750000 Penalty: 5059.657227
	Iteration 98Q: 3 clusters Score -3586929 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3586931.000000 Penalty: 5059.657227
	Iteration 99Q: 3 clusters Score -3586931 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -3586942.250000 Penalty: 5059.657227
	Iteration 100F: 3 clusters Score -3586942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3586942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3586964.750000 Penalty: 5059.657227
	Iteration 102Q: 3 clusters Score -3586965 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3586963.000000 Penalty: 5059.657227
	Iteration 103Q: 3 clusters Score -3586963 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3586970.000000 Penalty: 5059.657227
	Iteration 104Q: 3 clusters Score -3586970 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3586987.250000 Penalty: 5059.657227
	Iteration 105Q: 3 clusters Score -3586987 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3586998.250000 Penalty: 5059.657227
	Iteration 106Q: 3 clusters Score -3586998 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3587004.000000 Penalty: 5059.657227
	Iteration 107Q: 3 clusters Score -3587004 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3587015.500000 Penalty: 5059.657227
	Iteration 108Q: 3 clusters Score -3587016 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -3587034.000000 Penalty: 5059.657227
	Iteration 109Q: 3 clusters Score -3587034 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -3587046.250000 Penalty: 5059.657227
	Iteration 110Q: 3 clusters Score -3587046 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3587059 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3587078.500000 Penalty: 5059.657227
	Iteration 112Q: 3 clusters Score -3587078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3587076.750000 Penalty: 5059.657227
	Iteration 113Q: 3 clusters Score -3587077 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -3587104.500000 Penalty: 5059.657227
	Iteration 114Q: 3 clusters Score -3587104 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3587103.000000 Penalty: 5059.657227
	Iteration 115Q: 3 clusters Score -3587103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3587118.750000 Penalty: 5059.657227
	Iteration 116Q: 3 clusters Score -3587119 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -3587128.500000 Penalty: 5059.657227
	Iteration 117Q: 3 clusters Score -3587128 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -3587139.500000 Penalty: 5059.657227
	Iteration 118Q: 3 clusters Score -3587140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3587156.500000 Penalty: 5059.657227
	Iteration 119Q: 3 clusters Score -3587156 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3587176.250000 Penalty: 5059.657227
	Iteration 120F: 3 clusters Score -3587176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3587194.250000 Penalty: 5059.657227
	Iteration 121Q: 3 clusters Score -3587194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3587212.750000 Penalty: 5059.657227
	Iteration 122Q: 3 clusters Score -3587213 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -3587229.000000 Penalty: 5059.657227
	Iteration 123Q: 3 clusters Score -3587229 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3587247.750000 Penalty: 5059.657227
	Iteration 124Q: 3 clusters Score -3587248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3587264.750000 Penalty: 5059.657227
	Iteration 125Q: 3 clusters Score -3587265 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -3587276.250000 Penalty: 5059.657227
	Iteration 126Q: 3 clusters Score -3587276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -3587290.250000 Penalty: 5059.657227
	Iteration 127Q: 3 clusters Score -3587290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -3587299.750000 Penalty: 5059.657227
	Iteration 128Q: 3 clusters Score -3587300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -3587319.750000 Penalty: 5059.657227
	Iteration 129Q: 3 clusters Score -3587320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3587320.250000 Penalty: 5059.657227
	Iteration 130Q: 3 clusters Score -3587320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3587335.000000 Penalty: 5059.657227
	Iteration 131Q: 3 clusters Score -3587335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -3587343.250000 Penalty: 5059.657227
	Iteration 132Q: 3 clusters Score -3587343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3587353.250000 Penalty: 5059.657227
	Iteration 133Q: 3 clusters Score -3587353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -3587366.000000 Penalty: 5059.657227
	Iteration 134Q: 3 clusters Score -3587366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3587379.500000 Penalty: 5059.657227
	Iteration 135Q: 3 clusters Score -3587380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3587394.250000 Penalty: 5059.657227
	Iteration 136Q: 3 clusters Score -3587394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3587397.750000 Penalty: 5059.657227
	Iteration 137Q: 3 clusters Score -3587398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -3587408.750000 Penalty: 5059.657227
	Iteration 138Q: 3 clusters Score -3587409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -3587419.000000 Penalty: 5059.657227
	Iteration 139Q: 3 clusters Score -3587419 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -3587432.000000 Penalty: 5059.657227
	Iteration 140F: 3 clusters Score -3587432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -3587436.250000 Penalty: 5059.657227
	Iteration 141Q: 3 clusters Score -3587436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -3587441.000000 Penalty: 5059.657227
	Iteration 142Q: 3 clusters Score -3587441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3587446.750000 Penalty: 5059.657227
	Iteration 143Q: 3 clusters Score -3587447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3587452.500000 Penalty: 5059.657227
	Iteration 144Q: 3 clusters Score -3587452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -3587449.000000 Penalty: 5059.657227
	Iteration 145Q: 3 clusters Score -3587449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -3587453.500000 Penalty: 5059.657227
	Iteration 146Q: 3 clusters Score -3587454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -3587452.500000 Penalty: 5059.657227
	Iteration 147Q: 3 clusters Score -3587452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -3587448.250000 Penalty: 5059.657227
	Iteration 148Q: 3 clusters Score -3587448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3587449.250000 Penalty: 5059.657227
	Iteration 149Q: 3 clusters Score -3587449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3587449.250000 Penalty: 5059.657227
	Iteration 150F: 3 clusters Score -3587449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (96827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96827 members 
Entering Unmasked Estep 
Score: -12737477.000000 Penalty: 2847.208984
	Iteration 0F: 2 clusters Score -1.273748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -12672796.000000 Penalty: 5694.417969
	Iteration 0F: 3 clusters Score -1.26728e+07 nChanged 45844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -12698741.000000 Penalty: 5694.417969
	Iteration 1F: 3 clusters Score -1.269874e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -12699443.000000 Penalty: 5694.417969
	Iteration 2Q: 3 clusters Score -1.269944e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -12700373.000000 Penalty: 5694.417969
	Iteration 3Q: 3 clusters Score -1.270037e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -12701392.000000 Penalty: 5694.417969
	Iteration 4Q: 3 clusters Score -1.270139e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -12702741.000000 Penalty: 5694.417969
	Iteration 5Q: 3 clusters Score -1.270274e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -12704950.000000 Penalty: 5694.417969
	Iteration 6Q: 3 clusters Score -1.270495e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -12707904.000000 Penalty: 5694.417969
	Iteration 7F: 3 clusters Score -1.27079e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 66497 members 
Entering Unmasked Estep 
Score: -12711941.000000 Penalty: 5694.417969
	Iteration 8F: 3 clusters Score -1.271194e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 72195 members 
Entering Unmasked Estep 
Score: -12716495.000000 Penalty: 5694.417969
	Iteration 9F: 3 clusters Score -1.27165e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -12721233.000000 Penalty: 5694.417969
	Iteration 10F: 3 clusters Score -1.272123e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 82554 members 
Entering Unmasked Estep 
Score: -12725494.000000 Penalty: 5694.417969
	Iteration 11F: 3 clusters Score -1.272549e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 86206 members 
Entering Unmasked Estep 
Score: -12728945.000000 Penalty: 5694.417969
	Iteration 12Q: 3 clusters Score -1.272894e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -12731103.000000 Penalty: 5694.417969
	Iteration 13Q: 3 clusters Score -1.27311e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 89863 members 
Entering Unmasked Estep 
Score: -12732534.000000 Penalty: 5694.417969
	Iteration 14Q: 3 clusters Score -1.273253e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 90758 members 
Entering Unmasked Estep 
Score: -12733364.000000 Penalty: 5694.417969
	Iteration 15Q: 3 clusters Score -1.273336e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 91396 members 
Entering Unmasked Estep 
Score: -12733915.000000 Penalty: 5694.417969
	Iteration 16Q: 3 clusters Score -1.273392e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 91911 members 
Entering Unmasked Estep 
Score: -12734310.000000 Penalty: 5694.417969
	Iteration 17Q: 3 clusters Score -1.273431e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 92334 members 
Entering Unmasked Estep 
Score: -12734659.000000 Penalty: 5694.417969
	Iteration 18Q: 3 clusters Score -1.273466e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 92674 members 
Entering Unmasked Estep 
Score: -12734956.000000 Penalty: 5694.417969
	Iteration 19Q: 3 clusters Score -1.273496e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 92943 members 
Entering Unmasked Estep 
Score: -12735226.000000 Penalty: 5694.417969
	Iteration 20F: 3 clusters Score -1.273523e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 93113 members 
Entering Unmasked Estep 
Score: -12735353.000000 Penalty: 5694.417969
	Iteration 21Q: 3 clusters Score -1.273535e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 93261 members 
Entering Unmasked Estep 
Score: -12735459.000000 Penalty: 5694.417969
	Iteration 22Q: 3 clusters Score -1.273546e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 93352 members 
Entering Unmasked Estep 
Score: -12735498.000000 Penalty: 5694.417969
	Iteration 23Q: 3 clusters Score -1.27355e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 93432 members 
Entering Unmasked Estep 
Score: -12735538.000000 Penalty: 5694.417969
	Iteration 24Q: 3 clusters Score -1.273554e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 93507 members 
Entering Unmasked Estep 
Score: -12735551.000000 Penalty: 5694.417969
	Iteration 25Q: 3 clusters Score -1.273555e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 93557 members 
Entering Unmasked Estep 
Score: -12735570.000000 Penalty: 5694.417969
	Iteration 26Q: 3 clusters Score -1.273557e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 93609 members 
Entering Unmasked Estep 
Score: -12735624.000000 Penalty: 5694.417969
	Iteration 27Q: 3 clusters Score -1.273562e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 93655 members 
Entering Unmasked Estep 
Score: -12735643.000000 Penalty: 5694.417969
	Iteration 28Q: 3 clusters Score -1.273564e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 93696 members 
Entering Unmasked Estep 
Score: -12735659.000000 Penalty: 5694.417969
	Iteration 29Q: 3 clusters Score -1.273566e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 93725 members 
Entering Unmasked Estep 
Score: -12735673.000000 Penalty: 5694.417969
	Iteration 30Q: 3 clusters Score -1.273567e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 93744 members 
Entering Unmasked Estep 
Score: -12735664.000000 Penalty: 5694.417969
	Iteration 31Q: 3 clusters Score -1.273566e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 93755 members 
Entering Unmasked Estep 
Score: -12735658.000000 Penalty: 5694.417969
	Iteration 32Q: 3 clusters Score -1.273566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 93764 members 
Entering Unmasked Estep 
Score: -12735664.000000 Penalty: 5694.417969
	Iteration 33Q: 3 clusters Score -1.273566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 93769 members 
Entering Unmasked Estep 
Score: -12735669.000000 Penalty: 5694.417969
	Iteration 34Q: 3 clusters Score -1.273567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 93772 members 
Entering Unmasked Estep 
Score: -12735675.000000 Penalty: 5694.417969
	Iteration 35Q: 3 clusters Score -1.273568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 93779 members 
Entering Unmasked Estep 
Score: -12735666.000000 Penalty: 5694.417969
	Iteration 36Q: 3 clusters Score -1.273567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 93783 members 
Entering Unmasked Estep 
Score: -12735674.000000 Penalty: 5694.417969
	Iteration 37Q: 3 clusters Score -1.273567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -12735667.000000 Penalty: 5694.417969
	Iteration 38Q: 3 clusters Score -1.273567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 93794 members 
Entering Unmasked Estep 
Score: -12735666.000000 Penalty: 5694.417969
	Iteration 39Q: 3 clusters Score -1.273567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -12735669.000000 Penalty: 5694.417969
	Iteration 40F: 3 clusters Score -1.273567e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 93809 members 
Entering Unmasked Estep 
Score: -12735678.000000 Penalty: 5694.417969
	Iteration 41Q: 3 clusters Score -1.273568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -12735667.000000 Penalty: 5694.417969
	Iteration 42Q: 3 clusters Score -1.273567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 93814 members 
Entering Unmasked Estep 
Score: -12735672.000000 Penalty: 5694.417969
	Iteration 43Q: 3 clusters Score -1.273567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 93815 members 
Entering Unmasked Estep 
Score: -12735680.000000 Penalty: 5694.417969
	Iteration 44Q: 3 clusters Score -1.273568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 93816 members 
Entering Unmasked Estep 
Score: -12735687.000000 Penalty: 5694.417969
	Iteration 45Q: 3 clusters Score -1.273569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -12735691.000000 Penalty: 5694.417969
	Iteration 46Q: 3 clusters Score -1.273569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -12735692.000000 Penalty: 5694.417969
	Iteration 47Q: 3 clusters Score -1.273569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 93816 members 
Entering Unmasked Estep 
Score: -12735686.000000 Penalty: 5694.417969
	Iteration 48Q: 3 clusters Score -1.273569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 93817 members 
Entering Unmasked Estep 
Score: -12735687.000000 Penalty: 5694.417969
	Iteration 49Q: 3 clusters Score -1.273569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 93820 members 
Entering Unmasked Estep 
Score: -12735680.000000 Penalty: 5694.417969
	Iteration 50Q: 3 clusters Score -1.273568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 93820 members 
Entering Unmasked Estep 
Score: -12735677.000000 Penalty: 5694.417969
	Iteration 51Q: 3 clusters Score -1.273568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 93822 members 
Entering Unmasked Estep 
Score: -12735679.000000 Penalty: 5694.417969
	Iteration 52Q: 3 clusters Score -1.273568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 93825 members 
Entering Unmasked Estep 
Score: -12735687.000000 Penalty: 5694.417969
	Iteration 53Q: 3 clusters Score -1.273569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 93827 members 
Entering Unmasked Estep 
Score: -12735690.000000 Penalty: 5694.417969
	Iteration 54Q: 3 clusters Score -1.273569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 93827 members 
Entering Unmasked Estep 
Score: -12735690.000000 Penalty: 5694.417969
	Iteration 55F: 3 clusters Score -1.273569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Entering Unmasked Estep 
Score: -723330.750000 Penalty: 2136.710938
	Iteration 0F: 2 clusters Score -723330.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -718526.437500 Penalty: 4273.421875
	Iteration 0F: 3 clusters Score -718526.4 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -719886.375000 Penalty: 4273.421875
	Iteration 1F: 3 clusters Score -719886.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -720350.437500 Penalty: 4273.421875
	Iteration 2F: 3 clusters Score -720350.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -720821.562500 Penalty: 4273.421875
	Iteration 3F: 3 clusters Score -720821.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -721361.625000 Penalty: 4273.421875
	Iteration 4F: 3 clusters Score -721361.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -721784.937500 Penalty: 4273.421875
	Iteration 5F: 3 clusters Score -721784.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -722100.937500 Penalty: 4273.421875
	Iteration 6F: 3 clusters Score -722100.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -722278.687500 Penalty: 4273.421875
	Iteration 7Q: 3 clusters Score -722278.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -722378.750000 Penalty: 4273.421875
	Iteration 8Q: 3 clusters Score -722378.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -722432.437500 Penalty: 4273.421875
	Iteration 9Q: 3 clusters Score -722432.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -722454.500000 Penalty: 4273.421875
	Iteration 10Q: 3 clusters Score -722454.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -722461.937500 Penalty: 4273.421875
	Iteration 11Q: 3 clusters Score -722461.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -722466.687500 Penalty: 4273.421875
	Iteration 12Q: 3 clusters Score -722466.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -722467.437500 Penalty: 4273.421875
	Iteration 13Q: 3 clusters Score -722467.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -722470.625000 Penalty: 4273.421875
	Iteration 14Q: 3 clusters Score -722470.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -722471.500000 Penalty: 4273.421875
	Iteration 15Q: 3 clusters Score -722471.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -722471.750000 Penalty: 4273.421875
	Iteration 16Q: 3 clusters Score -722471.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -722474.562500 Penalty: 4273.421875
	Iteration 17Q: 3 clusters Score -722474.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -722475.750000 Penalty: 4273.421875
	Iteration 18Q: 3 clusters Score -722475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -722477.375000 Penalty: 4273.421875
	Iteration 19Q: 3 clusters Score -722477.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -722478.125000 Penalty: 4273.421875
	Iteration 20F: 3 clusters Score -722478.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -722477.437500 Penalty: 4273.421875
	Iteration 21Q: 3 clusters Score -722477.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -722477.562500 Penalty: 4273.421875
	Iteration 22Q: 3 clusters Score -722477.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -722478.062500 Penalty: 4273.421875
	Iteration 23Q: 3 clusters Score -722478.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -722478.000000 Penalty: 4273.421875
	Iteration 24Q: 3 clusters Score -722478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -722479.625000 Penalty: 4273.421875
	Iteration 25Q: 3 clusters Score -722479.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -722479.625000 Penalty: 4273.421875
	Iteration 26F: 3 clusters Score -722479.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Entering Unmasked Estep 
Score: -2877427.000000 Penalty: 2483.238770
	Iteration 0F: 2 clusters Score -2877427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2862014.500000 Penalty: 4966.477539
	Iteration 0F: 3 clusters Score -2862014 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2867318.000000 Penalty: 4966.477539
	Iteration 1F: 3 clusters Score -2867318 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2867837.000000 Penalty: 4966.477539
	Iteration 2F: 3 clusters Score -2867837 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2868430.250000 Penalty: 4966.477539
	Iteration 3F: 3 clusters Score -2868430 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2869186.250000 Penalty: 4966.477539
	Iteration 4F: 3 clusters Score -2869186 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2870050.750000 Penalty: 4966.477539
	Iteration 5F: 3 clusters Score -2870051 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2870967.500000 Penalty: 4966.477539
	Iteration 6F: 3 clusters Score -2870968 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2871771.000000 Penalty: 4966.477539
	Iteration 7F: 3 clusters Score -2871771 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2872354.750000 Penalty: 4966.477539
	Iteration 8F: 3 clusters Score -2872355 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2872750.250000 Penalty: 4966.477539
	Iteration 9Q: 3 clusters Score -2872750 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2872993.250000 Penalty: 4966.477539
	Iteration 10Q: 3 clusters Score -2872993 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2873208.750000 Penalty: 4966.477539
	Iteration 11Q: 3 clusters Score -2873209 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2873429.000000 Penalty: 4966.477539
	Iteration 12Q: 3 clusters Score -2873429 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2873627.750000 Penalty: 4966.477539
	Iteration 13Q: 3 clusters Score -2873628 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2873859.000000 Penalty: 4966.477539
	Iteration 14Q: 3 clusters Score -2873859 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2874151.750000 Penalty: 4966.477539
	Iteration 15Q: 3 clusters Score -2874152 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2874424.500000 Penalty: 4966.477539
	Iteration 16Q: 3 clusters Score -2874424 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2874694.500000 Penalty: 4966.477539
	Iteration 17Q: 3 clusters Score -2874694 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2874928.000000 Penalty: 4966.477539
	Iteration 18Q: 3 clusters Score -2874928 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2875111.750000 Penalty: 4966.477539
	Iteration 19Q: 3 clusters Score -2875112 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2875210.750000 Penalty: 4966.477539
	Iteration 20F: 3 clusters Score -2875211 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2875302.750000 Penalty: 4966.477539
	Iteration 21Q: 3 clusters Score -2875303 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2875390.500000 Penalty: 4966.477539
	Iteration 22Q: 3 clusters Score -2875390 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2875451.500000 Penalty: 4966.477539
	Iteration 23Q: 3 clusters Score -2875452 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2875495.500000 Penalty: 4966.477539
	Iteration 24Q: 3 clusters Score -2875496 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2875539.000000 Penalty: 4966.477539
	Iteration 25Q: 3 clusters Score -2875539 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2875588.000000 Penalty: 4966.477539
	Iteration 26Q: 3 clusters Score -2875588 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2875635.250000 Penalty: 4966.477539
	Iteration 27Q: 3 clusters Score -2875635 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2875679.500000 Penalty: 4966.477539
	Iteration 28Q: 3 clusters Score -2875680 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2875753.000000 Penalty: 4966.477539
	Iteration 29Q: 3 clusters Score -2875753 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2875791.250000 Penalty: 4966.477539
	Iteration 30Q: 3 clusters Score -2875791 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2875843.500000 Penalty: 4966.477539
	Iteration 31Q: 3 clusters Score -2875844 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2875910.750000 Penalty: 4966.477539
	Iteration 32Q: 3 clusters Score -2875911 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2875976.250000 Penalty: 4966.477539
	Iteration 33Q: 3 clusters Score -2875976 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2876026.500000 Penalty: 4966.477539
	Iteration 34Q: 3 clusters Score -2876026 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2876062.250000 Penalty: 4966.477539
	Iteration 35Q: 3 clusters Score -2876062 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2876088.000000 Penalty: 4966.477539
	Iteration 36Q: 3 clusters Score -2876088 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2876117.250000 Penalty: 4966.477539
	Iteration 37Q: 3 clusters Score -2876117 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2876133.750000 Penalty: 4966.477539
	Iteration 38Q: 3 clusters Score -2876134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2876132.500000 Penalty: 4966.477539
	Iteration 39Q: 3 clusters Score -2876132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2876145.250000 Penalty: 4966.477539
	Iteration 40F: 3 clusters Score -2876145 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2876157.750000 Penalty: 4966.477539
	Iteration 41Q: 3 clusters Score -2876158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2876170.750000 Penalty: 4966.477539
	Iteration 42Q: 3 clusters Score -2876171 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2876183.000000 Penalty: 4966.477539
	Iteration 43Q: 3 clusters Score -2876183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2876192.750000 Penalty: 4966.477539
	Iteration 44Q: 3 clusters Score -2876193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2876200.750000 Penalty: 4966.477539
	Iteration 45Q: 3 clusters Score -2876201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2876217.500000 Penalty: 4966.477539
	Iteration 46Q: 3 clusters Score -2876218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2876224.000000 Penalty: 4966.477539
	Iteration 47Q: 3 clusters Score -2876224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2876227.500000 Penalty: 4966.477539
	Iteration 48Q: 3 clusters Score -2876228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2876232.000000 Penalty: 4966.477539
	Iteration 49Q: 3 clusters Score -2876232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2876234.500000 Penalty: 4966.477539
	Iteration 50Q: 3 clusters Score -2876234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2876239.750000 Penalty: 4966.477539
	Iteration 51Q: 3 clusters Score -2876240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2876247.250000 Penalty: 4966.477539
	Iteration 52Q: 3 clusters Score -2876247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2876243.000000 Penalty: 4966.477539
	Iteration 53Q: 3 clusters Score -2876243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2876244.750000 Penalty: 4966.477539
	Iteration 54Q: 3 clusters Score -2876245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2876245.250000 Penalty: 4966.477539
	Iteration 55Q: 3 clusters Score -2876245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2876252.500000 Penalty: 4966.477539
	Iteration 56Q: 3 clusters Score -2876252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2876247.750000 Penalty: 4966.477539
	Iteration 57Q: 3 clusters Score -2876248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2876250.000000 Penalty: 4966.477539
	Iteration 58Q: 3 clusters Score -2876250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2876248.250000 Penalty: 4966.477539
	Iteration 59Q: 3 clusters Score -2876248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2876257.500000 Penalty: 4966.477539
	Iteration 60F: 3 clusters Score -2876258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2876255.250000 Penalty: 4966.477539
	Iteration 61Q: 3 clusters Score -2876255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2876254.750000 Penalty: 4966.477539
	Iteration 62Q: 3 clusters Score -2876255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2876257.000000 Penalty: 4966.477539
	Iteration 63Q: 3 clusters Score -2876257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2876262.000000 Penalty: 4966.477539
	Iteration 64Q: 3 clusters Score -2876262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2876263.500000 Penalty: 4966.477539
	Iteration 65Q: 3 clusters Score -2876264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2876267.750000 Penalty: 4966.477539
	Iteration 66Q: 3 clusters Score -2876268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2876269.250000 Penalty: 4966.477539
	Iteration 67Q: 3 clusters Score -2876269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2876271.250000 Penalty: 4966.477539
	Iteration 68Q: 3 clusters Score -2876271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2876269.000000 Penalty: 4966.477539
	Iteration 69Q: 3 clusters Score -2876269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2876270.750000 Penalty: 4966.477539
	Iteration 70Q: 3 clusters Score -2876271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2876272.750000 Penalty: 4966.477539
	Iteration 71Q: 3 clusters Score -2876273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2876270.750000 Penalty: 4966.477539
	Iteration 72Q: 3 clusters Score -2876271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2876271.500000 Penalty: 4966.477539
	Iteration 73Q: 3 clusters Score -2876272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2876271.500000 Penalty: 4966.477539
	Iteration 74F: 3 clusters Score -2876272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (125682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125682 members 
Entering Unmasked Estep 
Score: -16561605.000000 Penalty: 2911.894531
	Iteration 0F: 2 clusters Score -1.65616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 62988 members 
Entering Unmasked Estep 
Score: -16477486.000000 Penalty: 5823.789062
	Iteration 0F: 3 clusters Score -1.647749e+07 nChanged 59858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -16511727.000000 Penalty: 5823.789062
	Iteration 1F: 3 clusters Score -1.651173e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 65058 members 
Entering Unmasked Estep 
Score: -16512565.000000 Penalty: 5823.789062
	Iteration 2Q: 3 clusters Score -1.651256e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 66161 members 
Entering Unmasked Estep 
Score: -16513844.000000 Penalty: 5823.789062
	Iteration 3Q: 3 clusters Score -1.651384e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -16515108.000000 Penalty: 5823.789062
	Iteration 4Q: 3 clusters Score -1.651511e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 70605 members 
Entering Unmasked Estep 
Score: -16516985.000000 Penalty: 5823.789062
	Iteration 5Q: 3 clusters Score -1.651698e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 74441 members 
Entering Unmasked Estep 
Score: -16519463.000000 Penalty: 5823.789062
	Iteration 6Q: 3 clusters Score -1.651946e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 79586 members 
Entering Unmasked Estep 
Score: -16523165.000000 Penalty: 5823.789062
	Iteration 7F: 3 clusters Score -1.652316e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 85921 members 
Entering Unmasked Estep 
Score: -16528116.000000 Penalty: 5823.789062
	Iteration 8F: 3 clusters Score -1.652812e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 92917 members 
Entering Unmasked Estep 
Score: -16533908.000000 Penalty: 5823.789062
	Iteration 9F: 3 clusters Score -1.653391e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 99454 members 
Entering Unmasked Estep 
Score: -16539305.000000 Penalty: 5823.789062
	Iteration 10F: 3 clusters Score -1.65393e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 105118 members 
Entering Unmasked Estep 
Score: -16543850.000000 Penalty: 5823.789062
	Iteration 11Q: 3 clusters Score -1.654385e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 109711 members 
Entering Unmasked Estep 
Score: -16547294.000000 Penalty: 5823.789062
	Iteration 12Q: 3 clusters Score -1.654729e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 113466 members 
Entering Unmasked Estep 
Score: -16549954.000000 Penalty: 5823.789062
	Iteration 13Q: 3 clusters Score -1.654995e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 116637 members 
Entering Unmasked Estep 
Score: -16552293.000000 Penalty: 5823.789062
	Iteration 14Q: 3 clusters Score -1.655229e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 119239 members 
Entering Unmasked Estep 
Score: -16554138.000000 Penalty: 5823.789062
	Iteration 15Q: 3 clusters Score -1.655414e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 121288 members 
Entering Unmasked Estep 
Score: -16555843.000000 Penalty: 5823.789062
	Iteration 16Q: 3 clusters Score -1.655584e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 122813 members 
Entering Unmasked Estep 
Score: -16557075.000000 Penalty: 5823.789062
	Iteration 17Q: 3 clusters Score -1.655708e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 123833 members 
Entering Unmasked Estep 
Score: -16557908.000000 Penalty: 5823.789062
	Iteration 18Q: 3 clusters Score -1.655791e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 124417 members 
Entering Unmasked Estep 
Score: -16558373.000000 Penalty: 5823.789062
	Iteration 19Q: 3 clusters Score -1.655837e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 124751 members 
Entering Unmasked Estep 
Score: -16558572.000000 Penalty: 5823.789062
	Iteration 20F: 3 clusters Score -1.655857e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 124944 members 
Entering Unmasked Estep 
Score: -16558779.000000 Penalty: 5823.789062
	Iteration 21Q: 3 clusters Score -1.655878e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 125073 members 
Entering Unmasked Estep 
Score: -16558871.000000 Penalty: 5823.789062
	Iteration 22Q: 3 clusters Score -1.655887e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 125132 members 
Entering Unmasked Estep 
Score: -16558927.000000 Penalty: 5823.789062
	Iteration 23Q: 3 clusters Score -1.655893e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 125166 members 
Entering Unmasked Estep 
Score: -16558967.000000 Penalty: 5823.789062
	Iteration 24Q: 3 clusters Score -1.655897e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 125179 members 
Entering Unmasked Estep 
Score: -16558994.000000 Penalty: 5823.789062
	Iteration 25Q: 3 clusters Score -1.655899e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 125194 members 
Entering Unmasked Estep 
Score: -16559023.000000 Penalty: 5823.789062
	Iteration 26Q: 3 clusters Score -1.655902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 125209 members 
Entering Unmasked Estep 
Score: -16559056.000000 Penalty: 5823.789062
	Iteration 27Q: 3 clusters Score -1.655906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 125221 members 
Entering Unmasked Estep 
Score: -16559062.000000 Penalty: 5823.789062
	Iteration 28Q: 3 clusters Score -1.655906e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 125235 members 
Entering Unmasked Estep 
Score: -16559082.000000 Penalty: 5823.789062
	Iteration 29Q: 3 clusters Score -1.655908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 125244 members 
Entering Unmasked Estep 
Score: -16559083.000000 Penalty: 5823.789062
	Iteration 30Q: 3 clusters Score -1.655908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 125250 members 
Entering Unmasked Estep 
Score: -16559103.000000 Penalty: 5823.789062
	Iteration 31Q: 3 clusters Score -1.65591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 125260 members 
Entering Unmasked Estep 
Score: -16559115.000000 Penalty: 5823.789062
	Iteration 32Q: 3 clusters Score -1.655912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 125269 members 
Entering Unmasked Estep 
Score: -16559137.000000 Penalty: 5823.789062
	Iteration 33Q: 3 clusters Score -1.655914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 125281 members 
Entering Unmasked Estep 
Score: -16559146.000000 Penalty: 5823.789062
	Iteration 34Q: 3 clusters Score -1.655915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 125284 members 
Entering Unmasked Estep 
Score: -16559165.000000 Penalty: 5823.789062
	Iteration 35Q: 3 clusters Score -1.655916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 125287 members 
Entering Unmasked Estep 
Score: -16559163.000000 Penalty: 5823.789062
	Iteration 36Q: 3 clusters Score -1.655916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 125292 members 
Entering Unmasked Estep 
Score: -16559163.000000 Penalty: 5823.789062
	Iteration 37Q: 3 clusters Score -1.655916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 125292 members 
Entering Unmasked Estep 
Score: -16559175.000000 Penalty: 5823.789062
	Iteration 38Q: 3 clusters Score -1.655918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 125296 members 
Entering Unmasked Estep 
Score: -16559187.000000 Penalty: 5823.789062
	Iteration 39Q: 3 clusters Score -1.655919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 125297 members 
Entering Unmasked Estep 
Score: -16559190.000000 Penalty: 5823.789062
	Iteration 40F: 3 clusters Score -1.655919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 125298 members 
Entering Unmasked Estep 
Score: -16559192.000000 Penalty: 5823.789062
	Iteration 41Q: 3 clusters Score -1.655919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 125298 members 
Entering Unmasked Estep 
Score: -16559188.000000 Penalty: 5823.789062
	Iteration 42Q: 3 clusters Score -1.655919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 125298 members 
Entering Unmasked Estep 
Score: -16559188.000000 Penalty: 5823.789062
	Iteration 43F: 3 clusters Score -1.655919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -82529.109375 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -82529.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -80872.750000 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -80872.75 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81235.718750 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -81235.72 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81491.046875 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -81491.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -81823.445312 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -81823.45 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -82380.093750 Penalty: 3238.591797
	Iteration 4F: 3 clusters Score -82380.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -82652.250000 Penalty: 3238.591797
	Iteration 5F: 3 clusters Score -82652.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -82773.960938 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -82773.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -82908.414062 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -82908.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -82935.648438 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -82935.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -82949.453125 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -82949.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -82953.187500 Penalty: 3238.591797
	Iteration 10Q: 3 clusters Score -82953.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -82963.398438 Penalty: 3238.591797
	Iteration 11Q: 3 clusters Score -82963.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -82969.757812 Penalty: 3238.591797
	Iteration 12Q: 3 clusters Score -82969.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -82969.757812 Penalty: 3238.591797
	Iteration 13F: 3 clusters Score -82969.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96827 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 486 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8437 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32616 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13727 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 711 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44676 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Mstep: Class 40 contains 199 members 
Entering Unmasked Estep 
Score: -73859176.000000 Penalty: 131636.281250
Splitting cluster 7 changes total score from -73860360.000000 to -73859176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (36606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Entering Unmasked Estep 
Score: -4836450.500000 Penalty: 2605.975830
	Iteration 0F: 2 clusters Score -4836450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -4811515.000000 Penalty: 5211.951660
	Iteration 0F: 3 clusters Score -4811515 nChanged 16599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -4820693.500000 Penalty: 5211.951660
	Iteration 1F: 3 clusters Score -4820694 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -4821188.000000 Penalty: 5211.951660
	Iteration 2Q: 3 clusters Score -4821188 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -4821727.000000 Penalty: 5211.951660
	Iteration 3Q: 3 clusters Score -4821727 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -4822385.000000 Penalty: 5211.951660
	Iteration 4Q: 3 clusters Score -4822385 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -4823328.500000 Penalty: 5211.951660
	Iteration 5F: 3 clusters Score -4823328 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -4824470.500000 Penalty: 5211.951660
	Iteration 6F: 3 clusters Score -4824470 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -4825888.500000 Penalty: 5211.951660
	Iteration 7F: 3 clusters Score -4825888 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -4827335.500000 Penalty: 5211.951660
	Iteration 8F: 3 clusters Score -4827336 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -4828674.500000 Penalty: 5211.951660
	Iteration 9F: 3 clusters Score -4828674 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -4829772.500000 Penalty: 5211.951660
	Iteration 10F: 3 clusters Score -4829772 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -4830611.000000 Penalty: 5211.951660
	Iteration 11Q: 3 clusters Score -4830611 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -4831303.000000 Penalty: 5211.951660
	Iteration 12Q: 3 clusters Score -4831303 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -4831938.000000 Penalty: 5211.951660
	Iteration 13Q: 3 clusters Score -4831938 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4832585.000000 Penalty: 5211.951660
	Iteration 14Q: 3 clusters Score -4832585 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4833078.000000 Penalty: 5211.951660
	Iteration 15Q: 3 clusters Score -4833078 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4833474.000000 Penalty: 5211.951660
	Iteration 16Q: 3 clusters Score -4833474 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4833767.000000 Penalty: 5211.951660
	Iteration 17Q: 3 clusters Score -4833767 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4833939.500000 Penalty: 5211.951660
	Iteration 18Q: 3 clusters Score -4833940 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4834053.500000 Penalty: 5211.951660
	Iteration 19Q: 3 clusters Score -4834054 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4834129.500000 Penalty: 5211.951660
	Iteration 20F: 3 clusters Score -4834130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4834168.000000 Penalty: 5211.951660
	Iteration 21Q: 3 clusters Score -4834168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4834205.500000 Penalty: 5211.951660
	Iteration 22Q: 3 clusters Score -4834206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4834222.500000 Penalty: 5211.951660
	Iteration 23Q: 3 clusters Score -4834222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4834227.000000 Penalty: 5211.951660
	Iteration 24Q: 3 clusters Score -4834227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4834232.500000 Penalty: 5211.951660
	Iteration 25Q: 3 clusters Score -4834232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4834233.500000 Penalty: 5211.951660
	Iteration 26Q: 3 clusters Score -4834234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4834236.500000 Penalty: 5211.951660
	Iteration 27Q: 3 clusters Score -4834236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4834237.000000 Penalty: 5211.951660
	Iteration 28Q: 3 clusters Score -4834237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4834244.000000 Penalty: 5211.951660
	Iteration 29Q: 3 clusters Score -4834244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4834244.000000 Penalty: 5211.951660
	Iteration 30F: 3 clusters Score -4834244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Entering Unmasked Estep 
Score: -1111421.250000 Penalty: 2260.938721
	Iteration 0F: 2 clusters Score -1111421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1104294.625000 Penalty: 4521.877441
	Iteration 0F: 3 clusters Score -1104295 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1106611.000000 Penalty: 4521.877441
	Iteration 1F: 3 clusters Score -1106611 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1107275.625000 Penalty: 4521.877441
	Iteration 2F: 3 clusters Score -1107276 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1107734.125000 Penalty: 4521.877441
	Iteration 3F: 3 clusters Score -1107734 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1108044.250000 Penalty: 4521.877441
	Iteration 4F: 3 clusters Score -1108044 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1108283.625000 Penalty: 4521.877441
	Iteration 5Q: 3 clusters Score -1108284 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1108486.375000 Penalty: 4521.877441
	Iteration 6Q: 3 clusters Score -1108486 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1108694.000000 Penalty: 4521.877441
	Iteration 7Q: 3 clusters Score -1108694 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1108895.500000 Penalty: 4521.877441
	Iteration 8Q: 3 clusters Score -1108896 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1109094.125000 Penalty: 4521.877441
	Iteration 9Q: 3 clusters Score -1109094 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1109311.125000 Penalty: 4521.877441
	Iteration 10Q: 3 clusters Score -1109311 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1109503.750000 Penalty: 4521.877441
	Iteration 11Q: 3 clusters Score -1109504 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1109673.125000 Penalty: 4521.877441
	Iteration 12Q: 3 clusters Score -1109673 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1109798.750000 Penalty: 4521.877441
	Iteration 13Q: 3 clusters Score -1109799 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1109920.250000 Penalty: 4521.877441
	Iteration 14Q: 3 clusters Score -1109920 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1110015.625000 Penalty: 4521.877441
	Iteration 15Q: 3 clusters Score -1110016 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1110109.375000 Penalty: 4521.877441
	Iteration 16Q: 3 clusters Score -1110109 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1110217.250000 Penalty: 4521.877441
	Iteration 17Q: 3 clusters Score -1110217 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1110319.750000 Penalty: 4521.877441
	Iteration 18Q: 3 clusters Score -1110320 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1110390.250000 Penalty: 4521.877441
	Iteration 19Q: 3 clusters Score -1110390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1110434.125000 Penalty: 4521.877441
	Iteration 20F: 3 clusters Score -1110434 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1110470.125000 Penalty: 4521.877441
	Iteration 21Q: 3 clusters Score -1110470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1110506.250000 Penalty: 4521.877441
	Iteration 22Q: 3 clusters Score -1110506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1110533.875000 Penalty: 4521.877441
	Iteration 23Q: 3 clusters Score -1110534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1110553.500000 Penalty: 4521.877441
	Iteration 24Q: 3 clusters Score -1110554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1110564.625000 Penalty: 4521.877441
	Iteration 25Q: 3 clusters Score -1110565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1110573.750000 Penalty: 4521.877441
	Iteration 26Q: 3 clusters Score -1110574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1110581.250000 Penalty: 4521.877441
	Iteration 27Q: 3 clusters Score -1110581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1110588.000000 Penalty: 4521.877441
	Iteration 28Q: 3 clusters Score -1110588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1110588.250000 Penalty: 4521.877441
	Iteration 29Q: 3 clusters Score -1110588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1110591.125000 Penalty: 4521.877441
	Iteration 30Q: 3 clusters Score -1110591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1110595.625000 Penalty: 4521.877441
	Iteration 31Q: 3 clusters Score -1110596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1110594.250000 Penalty: 4521.877441
	Iteration 32Q: 3 clusters Score -1110594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1110597.625000 Penalty: 4521.877441
	Iteration 33Q: 3 clusters Score -1110598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1110598.250000 Penalty: 4521.877441
	Iteration 34Q: 3 clusters Score -1110598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1110600.375000 Penalty: 4521.877441
	Iteration 35Q: 3 clusters Score -1110600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1110601.750000 Penalty: 4521.877441
	Iteration 36Q: 3 clusters Score -1110602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1110602.375000 Penalty: 4521.877441
	Iteration 37Q: 3 clusters Score -1110602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1110603.500000 Penalty: 4521.877441
	Iteration 38Q: 3 clusters Score -1110604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1110606.500000 Penalty: 4521.877441
	Iteration 39Q: 3 clusters Score -1110606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1110608.125000 Penalty: 4521.877441
	Iteration 40F: 3 clusters Score -1110608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1110608.125000 Penalty: 4521.877441
	Iteration 41Q: 3 clusters Score -1110608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1110609.750000 Penalty: 4521.877441
	Iteration 42Q: 3 clusters Score -1110610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1110610.125000 Penalty: 4521.877441
	Iteration 43Q: 3 clusters Score -1110610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1110610.125000 Penalty: 4521.877441
	Iteration 44F: 3 clusters Score -1110610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Entering Unmasked Estep 
Score: -2075630.125000 Penalty: 2399.980225
	Iteration 0F: 2 clusters Score -2075630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2064083.250000 Penalty: 4799.960449
	Iteration 0F: 3 clusters Score -2064083 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2067650.625000 Penalty: 4799.960449
	Iteration 1F: 3 clusters Score -2067651 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2068026.750000 Penalty: 4799.960449
	Iteration 2F: 3 clusters Score -2068027 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2068369.875000 Penalty: 4799.960449
	Iteration 3F: 3 clusters Score -2068370 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2068696.375000 Penalty: 4799.960449
	Iteration 4Q: 3 clusters Score -2068696 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2069066.000000 Penalty: 4799.960449
	Iteration 5Q: 3 clusters Score -2069066 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2069477.375000 Penalty: 4799.960449
	Iteration 6Q: 3 clusters Score -2069477 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2069968.250000 Penalty: 4799.960449
	Iteration 7F: 3 clusters Score -2069968 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2070544.125000 Penalty: 4799.960449
	Iteration 8F: 3 clusters Score -2070544 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2071208.000000 Penalty: 4799.960449
	Iteration 9F: 3 clusters Score -2071208 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2071881.000000 Penalty: 4799.960449
	Iteration 10F: 3 clusters Score -2071881 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2072440.625000 Penalty: 4799.960449
	Iteration 11Q: 3 clusters Score -2072441 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2072840.250000 Penalty: 4799.960449
	Iteration 12Q: 3 clusters Score -2072840 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2073098.500000 Penalty: 4799.960449
	Iteration 13Q: 3 clusters Score -2073098 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2073286.750000 Penalty: 4799.960449
	Iteration 14Q: 3 clusters Score -2073287 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2073418.375000 Penalty: 4799.960449
	Iteration 15Q: 3 clusters Score -2073418 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2073498.000000 Penalty: 4799.960449
	Iteration 16Q: 3 clusters Score -2073498 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2073550.250000 Penalty: 4799.960449
	Iteration 17Q: 3 clusters Score -2073550 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2073600.125000 Penalty: 4799.960449
	Iteration 18Q: 3 clusters Score -2073600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2073624.625000 Penalty: 4799.960449
	Iteration 19Q: 3 clusters Score -2073625 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2073637.375000 Penalty: 4799.960449
	Iteration 20F: 3 clusters Score -2073637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2073646.250000 Penalty: 4799.960449
	Iteration 21Q: 3 clusters Score -2073646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2073656.500000 Penalty: 4799.960449
	Iteration 22Q: 3 clusters Score -2073656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2073668.500000 Penalty: 4799.960449
	Iteration 23Q: 3 clusters Score -2073668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2073673.625000 Penalty: 4799.960449
	Iteration 24Q: 3 clusters Score -2073674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2073684.750000 Penalty: 4799.960449
	Iteration 25Q: 3 clusters Score -2073685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2073690.750000 Penalty: 4799.960449
	Iteration 26Q: 3 clusters Score -2073691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2073697.000000 Penalty: 4799.960449
	Iteration 27Q: 3 clusters Score -2073697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2073698.500000 Penalty: 4799.960449
	Iteration 28Q: 3 clusters Score -2073698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2073699.375000 Penalty: 4799.960449
	Iteration 29Q: 3 clusters Score -2073699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2073703.250000 Penalty: 4799.960449
	Iteration 30Q: 3 clusters Score -2073703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2073704.000000 Penalty: 4799.960449
	Iteration 31Q: 3 clusters Score -2073704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2073706.625000 Penalty: 4799.960449
	Iteration 32Q: 3 clusters Score -2073707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2073711.000000 Penalty: 4799.960449
	Iteration 33Q: 3 clusters Score -2073711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2073709.125000 Penalty: 4799.960449
	Iteration 34Q: 3 clusters Score -2073709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2073709.750000 Penalty: 4799.960449
	Iteration 35Q: 3 clusters Score -2073710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2073709.750000 Penalty: 4799.960449
	Iteration 36F: 3 clusters Score -2073710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Entering Unmasked Estep 
Score: -1115787.625000 Penalty: 2242.014893
	Iteration 0F: 2 clusters Score -1115788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1109088.875000 Penalty: 4484.029785
	Iteration 0F: 3 clusters Score -1109089 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1110889.000000 Penalty: 4484.029785
	Iteration 1F: 3 clusters Score -1110889 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1111136.375000 Penalty: 4484.029785
	Iteration 2F: 3 clusters Score -1111136 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1111291.875000 Penalty: 4484.029785
	Iteration 3Q: 3 clusters Score -1111292 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1111418.000000 Penalty: 4484.029785
	Iteration 4Q: 3 clusters Score -1111418 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1111517.875000 Penalty: 4484.029785
	Iteration 5Q: 3 clusters Score -1111518 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1111616.375000 Penalty: 4484.029785
	Iteration 6Q: 3 clusters Score -1111616 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1111729.000000 Penalty: 4484.029785
	Iteration 7Q: 3 clusters Score -1111729 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1111837.750000 Penalty: 4484.029785
	Iteration 8Q: 3 clusters Score -1111838 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1111951.000000 Penalty: 4484.029785
	Iteration 9Q: 3 clusters Score -1111951 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1112116.875000 Penalty: 4484.029785
	Iteration 10Q: 3 clusters Score -1112117 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1112340.250000 Penalty: 4484.029785
	Iteration 11Q: 3 clusters Score -1112340 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1112582.750000 Penalty: 4484.029785
	Iteration 12Q: 3 clusters Score -1112583 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1112817.375000 Penalty: 4484.029785
	Iteration 13Q: 3 clusters Score -1112817 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1113015.375000 Penalty: 4484.029785
	Iteration 14Q: 3 clusters Score -1113015 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1113190.625000 Penalty: 4484.029785
	Iteration 15Q: 3 clusters Score -1113191 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1113332.250000 Penalty: 4484.029785
	Iteration 16Q: 3 clusters Score -1113332 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1113444.250000 Penalty: 4484.029785
	Iteration 17Q: 3 clusters Score -1113444 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1113548.125000 Penalty: 4484.029785
	Iteration 18Q: 3 clusters Score -1113548 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1113622.125000 Penalty: 4484.029785
	Iteration 19Q: 3 clusters Score -1113622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1113677.500000 Penalty: 4484.029785
	Iteration 20F: 3 clusters Score -1113678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1113717.625000 Penalty: 4484.029785
	Iteration 21Q: 3 clusters Score -1113718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1113756.125000 Penalty: 4484.029785
	Iteration 22Q: 3 clusters Score -1113756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1113788.125000 Penalty: 4484.029785
	Iteration 23Q: 3 clusters Score -1113788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1113813.375000 Penalty: 4484.029785
	Iteration 24Q: 3 clusters Score -1113813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1113821.375000 Penalty: 4484.029785
	Iteration 25Q: 3 clusters Score -1113821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1113827.625000 Penalty: 4484.029785
	Iteration 26Q: 3 clusters Score -1113828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1113833.125000 Penalty: 4484.029785
	Iteration 27Q: 3 clusters Score -1113833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1113835.000000 Penalty: 4484.029785
	Iteration 28Q: 3 clusters Score -1113835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1113836.625000 Penalty: 4484.029785
	Iteration 29Q: 3 clusters Score -1113837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1113836.250000 Penalty: 4484.029785
	Iteration 30Q: 3 clusters Score -1113836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1113840.500000 Penalty: 4484.029785
	Iteration 31Q: 3 clusters Score -1113840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1113840.875000 Penalty: 4484.029785
	Iteration 32Q: 3 clusters Score -1113841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1113842.000000 Penalty: 4484.029785
	Iteration 33Q: 3 clusters Score -1113842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1113842.125000 Penalty: 4484.029785
	Iteration 34Q: 3 clusters Score -1113842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1113842.000000 Penalty: 4484.029785
	Iteration 35Q: 3 clusters Score -1113842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1113842.000000 Penalty: 4484.029785
	Iteration 36F: 3 clusters Score -1113842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -286398.593750 Penalty: 1913.571777
	Iteration 0F: 2 clusters Score -286398.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -283650.593750 Penalty: 3827.143555
	Iteration 0F: 3 clusters Score -283650.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -284157.718750 Penalty: 3827.143555
	Iteration 1F: 3 clusters Score -284157.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -284290.500000 Penalty: 3827.143555
	Iteration 2F: 3 clusters Score -284290.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -284375.125000 Penalty: 3827.143555
	Iteration 3Q: 3 clusters Score -284375.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -284460.000000 Penalty: 3827.143555
	Iteration 4Q: 3 clusters Score -284460 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -284537.812500 Penalty: 3827.143555
	Iteration 5Q: 3 clusters Score -284537.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -284609.968750 Penalty: 3827.143555
	Iteration 6Q: 3 clusters Score -284610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -284659.968750 Penalty: 3827.143555
	Iteration 7Q: 3 clusters Score -284660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -284696.437500 Penalty: 3827.143555
	Iteration 8Q: 3 clusters Score -284696.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -284717.531250 Penalty: 3827.143555
	Iteration 9Q: 3 clusters Score -284717.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -284739.937500 Penalty: 3827.143555
	Iteration 10Q: 3 clusters Score -284739.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -284764.250000 Penalty: 3827.143555
	Iteration 11Q: 3 clusters Score -284764.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -284778.406250 Penalty: 3827.143555
	Iteration 12Q: 3 clusters Score -284778.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -284785.843750 Penalty: 3827.143555
	Iteration 13Q: 3 clusters Score -284785.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -284791.093750 Penalty: 3827.143555
	Iteration 14Q: 3 clusters Score -284791.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -284795.468750 Penalty: 3827.143555
	Iteration 15Q: 3 clusters Score -284795.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -284800.875000 Penalty: 3827.143555
	Iteration 16Q: 3 clusters Score -284800.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -284804.875000 Penalty: 3827.143555
	Iteration 17Q: 3 clusters Score -284804.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -284809.906250 Penalty: 3827.143555
	Iteration 18Q: 3 clusters Score -284809.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -284812.968750 Penalty: 3827.143555
	Iteration 19Q: 3 clusters Score -284813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -284815.437500 Penalty: 3827.143555
	Iteration 20F: 3 clusters Score -284815.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -284819.156250 Penalty: 3827.143555
	Iteration 21Q: 3 clusters Score -284819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -284823.718750 Penalty: 3827.143555
	Iteration 22Q: 3 clusters Score -284823.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -284827.875000 Penalty: 3827.143555
	Iteration 23Q: 3 clusters Score -284827.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -284830.000000 Penalty: 3827.143555
	Iteration 24Q: 3 clusters Score -284830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -284829.750000 Penalty: 3827.143555
	Iteration 25Q: 3 clusters Score -284829.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -284829.750000 Penalty: 3827.143555
	Iteration 26F: 3 clusters Score -284829.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Entering Unmasked Estep 
Score: -4299832.000000 Penalty: 2577.354492
	Iteration 0F: 2 clusters Score -4299832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -4277572.500000 Penalty: 5154.708984
	Iteration 0F: 3 clusters Score -4277572 nChanged 14794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -4285623.000000 Penalty: 5154.708984
	Iteration 1F: 3 clusters Score -4285623 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -4286164.500000 Penalty: 5154.708984
	Iteration 2Q: 3 clusters Score -4286164 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -4286798.500000 Penalty: 5154.708984
	Iteration 3Q: 3 clusters Score -4286798 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -4287391.500000 Penalty: 5154.708984
	Iteration 4Q: 3 clusters Score -4287392 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -4288040.500000 Penalty: 5154.708984
	Iteration 5Q: 3 clusters Score -4288040 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -4288696.000000 Penalty: 5154.708984
	Iteration 6Q: 3 clusters Score -4288696 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -4289306.000000 Penalty: 5154.708984
	Iteration 7Q: 3 clusters Score -4289306 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -4289847.000000 Penalty: 5154.708984
	Iteration 8Q: 3 clusters Score -4289847 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -4290377.000000 Penalty: 5154.708984
	Iteration 9Q: 3 clusters Score -4290377 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -4290876.500000 Penalty: 5154.708984
	Iteration 10Q: 3 clusters Score -4290876 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -4291428.000000 Penalty: 5154.708984
	Iteration 11Q: 3 clusters Score -4291428 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -4292041.000000 Penalty: 5154.708984
	Iteration 12Q: 3 clusters Score -4292041 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -4292764.500000 Penalty: 5154.708984
	Iteration 13Q: 3 clusters Score -4292764 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -4293591.500000 Penalty: 5154.708984
	Iteration 14Q: 3 clusters Score -4293592 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -4294523.500000 Penalty: 5154.708984
	Iteration 15Q: 3 clusters Score -4294524 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -4295407.000000 Penalty: 5154.708984
	Iteration 16Q: 3 clusters Score -4295407 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -4296112.500000 Penalty: 5154.708984
	Iteration 17Q: 3 clusters Score -4296112 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -4296643.500000 Penalty: 5154.708984
	Iteration 18Q: 3 clusters Score -4296644 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -4296983.000000 Penalty: 5154.708984
	Iteration 19Q: 3 clusters Score -4296983 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -4297221.000000 Penalty: 5154.708984
	Iteration 20F: 3 clusters Score -4297221 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -4297348.500000 Penalty: 5154.708984
	Iteration 21Q: 3 clusters Score -4297348 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -4297449.500000 Penalty: 5154.708984
	Iteration 22Q: 3 clusters Score -4297450 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -4297512.500000 Penalty: 5154.708984
	Iteration 23Q: 3 clusters Score -4297512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -4297581.500000 Penalty: 5154.708984
	Iteration 24Q: 3 clusters Score -4297582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -4297615.000000 Penalty: 5154.708984
	Iteration 25Q: 3 clusters Score -4297615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -4297635.000000 Penalty: 5154.708984
	Iteration 26Q: 3 clusters Score -4297635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -4297644.000000 Penalty: 5154.708984
	Iteration 27Q: 3 clusters Score -4297644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -4297658.000000 Penalty: 5154.708984
	Iteration 28Q: 3 clusters Score -4297658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4297667.000000 Penalty: 5154.708984
	Iteration 29Q: 3 clusters Score -4297667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -4297676.500000 Penalty: 5154.708984
	Iteration 30Q: 3 clusters Score -4297676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -4297680.500000 Penalty: 5154.708984
	Iteration 31Q: 3 clusters Score -4297680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -4297691.500000 Penalty: 5154.708984
	Iteration 32Q: 3 clusters Score -4297692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -4297706.500000 Penalty: 5154.708984
	Iteration 33Q: 3 clusters Score -4297706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -4297708.500000 Penalty: 5154.708984
	Iteration 34Q: 3 clusters Score -4297708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -4297722.000000 Penalty: 5154.708984
	Iteration 35Q: 3 clusters Score -4297722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4297721.500000 Penalty: 5154.708984
	Iteration 36Q: 3 clusters Score -4297722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4297724.000000 Penalty: 5154.708984
	Iteration 37Q: 3 clusters Score -4297724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -4297727.000000 Penalty: 5154.708984
	Iteration 38Q: 3 clusters Score -4297727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -4297727.000000 Penalty: 5154.708984
	Iteration 39F: 3 clusters Score -4297727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Entering Unmasked Estep 
Score: -325686.281250 Penalty: 1953.876465
	Iteration 0F: 2 clusters Score -325686.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -322690.562500 Penalty: 3907.752930
	Iteration 0F: 3 clusters Score -322690.6 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -323271.375000 Penalty: 3907.752930
	Iteration 1F: 3 clusters Score -323271.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -323397.656250 Penalty: 3907.752930
	Iteration 2F: 3 clusters Score -323397.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -323483.437500 Penalty: 3907.752930
	Iteration 3Q: 3 clusters Score -323483.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -323549.437500 Penalty: 3907.752930
	Iteration 4Q: 3 clusters Score -323549.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -323606.625000 Penalty: 3907.752930
	Iteration 5Q: 3 clusters Score -323606.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -323661.375000 Penalty: 3907.752930
	Iteration 6Q: 3 clusters Score -323661.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -323709.093750 Penalty: 3907.752930
	Iteration 7Q: 3 clusters Score -323709.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -323751.843750 Penalty: 3907.752930
	Iteration 8Q: 3 clusters Score -323751.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -323809.125000 Penalty: 3907.752930
	Iteration 9Q: 3 clusters Score -323809.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -323873.750000 Penalty: 3907.752930
	Iteration 10Q: 3 clusters Score -323873.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -323940.968750 Penalty: 3907.752930
	Iteration 11Q: 3 clusters Score -323941 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -324034.218750 Penalty: 3907.752930
	Iteration 12Q: 3 clusters Score -324034.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -324158.593750 Penalty: 3907.752930
	Iteration 13Q: 3 clusters Score -324158.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -324321.031250 Penalty: 3907.752930
	Iteration 14Q: 3 clusters Score -324321 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -324526.031250 Penalty: 3907.752930
	Iteration 15Q: 3 clusters Score -324526 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -324703.656250 Penalty: 3907.752930
	Iteration 16Q: 3 clusters Score -324703.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -324815.312500 Penalty: 3907.752930
	Iteration 17Q: 3 clusters Score -324815.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -324900.718750 Penalty: 3907.752930
	Iteration 18Q: 3 clusters Score -324900.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -324952.875000 Penalty: 3907.752930
	Iteration 19Q: 3 clusters Score -324952.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -324980.343750 Penalty: 3907.752930
	Iteration 20F: 3 clusters Score -324980.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -324988.093750 Penalty: 3907.752930
	Iteration 21Q: 3 clusters Score -324988.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -324990.500000 Penalty: 3907.752930
	Iteration 22Q: 3 clusters Score -324990.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -324990.500000 Penalty: 3907.752930
	Iteration 23F: 3 clusters Score -324990.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Entering Unmasked Estep 
Score: -2403742.500000 Penalty: 2437.787354
	Iteration 0F: 2 clusters Score -2403742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2390641.500000 Penalty: 4875.574707
	Iteration 0F: 3 clusters Score -2390642 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2395178.250000 Penalty: 4875.574707
	Iteration 1F: 3 clusters Score -2395178 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2395975.750000 Penalty: 4875.574707
	Iteration 2F: 3 clusters Score -2395976 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2396869.500000 Penalty: 4875.574707
	Iteration 3F: 3 clusters Score -2396870 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2397758.500000 Penalty: 4875.574707
	Iteration 4F: 3 clusters Score -2397758 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2398536.500000 Penalty: 4875.574707
	Iteration 5F: 3 clusters Score -2398536 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2399192.250000 Penalty: 4875.574707
	Iteration 6F: 3 clusters Score -2399192 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2399735.500000 Penalty: 4875.574707
	Iteration 7F: 3 clusters Score -2399736 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2400102.750000 Penalty: 4875.574707
	Iteration 8Q: 3 clusters Score -2400103 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2400360.000000 Penalty: 4875.574707
	Iteration 9Q: 3 clusters Score -2400360 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2400572.500000 Penalty: 4875.574707
	Iteration 10Q: 3 clusters Score -2400572 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2400768.250000 Penalty: 4875.574707
	Iteration 11Q: 3 clusters Score -2400768 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2400954.750000 Penalty: 4875.574707
	Iteration 12Q: 3 clusters Score -2400955 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2401166.500000 Penalty: 4875.574707
	Iteration 13Q: 3 clusters Score -2401166 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2401414.750000 Penalty: 4875.574707
	Iteration 14Q: 3 clusters Score -2401415 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2401692.500000 Penalty: 4875.574707
	Iteration 15Q: 3 clusters Score -2401692 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2402052.000000 Penalty: 4875.574707
	Iteration 16Q: 3 clusters Score -2402052 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2402441.750000 Penalty: 4875.574707
	Iteration 17Q: 3 clusters Score -2402442 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2402695.250000 Penalty: 4875.574707
	Iteration 18Q: 3 clusters Score -2402695 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2402864.000000 Penalty: 4875.574707
	Iteration 19Q: 3 clusters Score -2402864 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2402961.500000 Penalty: 4875.574707
	Iteration 20F: 3 clusters Score -2402962 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2403012.000000 Penalty: 4875.574707
	Iteration 21Q: 3 clusters Score -2403012 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2403049.500000 Penalty: 4875.574707
	Iteration 22Q: 3 clusters Score -2403050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2403069.000000 Penalty: 4875.574707
	Iteration 23Q: 3 clusters Score -2403069 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2403085.750000 Penalty: 4875.574707
	Iteration 24Q: 3 clusters Score -2403086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2403100.750000 Penalty: 4875.574707
	Iteration 25Q: 3 clusters Score -2403101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2403112.750000 Penalty: 4875.574707
	Iteration 26Q: 3 clusters Score -2403113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2403125.250000 Penalty: 4875.574707
	Iteration 27Q: 3 clusters Score -2403125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2403121.750000 Penalty: 4875.574707
	Iteration 28Q: 3 clusters Score -2403122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2403128.000000 Penalty: 4875.574707
	Iteration 29Q: 3 clusters Score -2403128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2403138.250000 Penalty: 4875.574707
	Iteration 30Q: 3 clusters Score -2403138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2403146.500000 Penalty: 4875.574707
	Iteration 31Q: 3 clusters Score -2403146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2403147.750000 Penalty: 4875.574707
	Iteration 32Q: 3 clusters Score -2403148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2403145.750000 Penalty: 4875.574707
	Iteration 33Q: 3 clusters Score -2403146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2403145.250000 Penalty: 4875.574707
	Iteration 34Q: 3 clusters Score -2403145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2403146.500000 Penalty: 4875.574707
	Iteration 35Q: 3 clusters Score -2403146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2403140.000000 Penalty: 4875.574707
	Iteration 36Q: 3 clusters Score -2403140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2403141.500000 Penalty: 4875.574707
	Iteration 37Q: 3 clusters Score -2403142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2403144.750000 Penalty: 4875.574707
	Iteration 38Q: 3 clusters Score -2403145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2403145.500000 Penalty: 4875.574707
	Iteration 39Q: 3 clusters Score -2403146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2403145.500000 Penalty: 4875.574707
	Iteration 40F: 3 clusters Score -2403146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2403143.750000 Penalty: 4875.574707
	Iteration 41Q: 3 clusters Score -2403144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2403143.750000 Penalty: 4875.574707
	Iteration 42F: 3 clusters Score -2403144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Entering Unmasked Estep 
Score: -661788.062500 Penalty: 2131.625488
	Iteration 0F: 2 clusters Score -661788.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -656991.312500 Penalty: 4263.250977
	Iteration 0F: 3 clusters Score -656991.3 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -658300.562500 Penalty: 4263.250977
	Iteration 1F: 3 clusters Score -658300.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -658620.250000 Penalty: 4263.250977
	Iteration 2F: 3 clusters Score -658620.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -658854.937500 Penalty: 4263.250977
	Iteration 3F: 3 clusters Score -658854.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -659080.062500 Penalty: 4263.250977
	Iteration 4F: 3 clusters Score -659080.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -659288.812500 Penalty: 4263.250977
	Iteration 5Q: 3 clusters Score -659288.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -659476.312500 Penalty: 4263.250977
	Iteration 6Q: 3 clusters Score -659476.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -659630.375000 Penalty: 4263.250977
	Iteration 7Q: 3 clusters Score -659630.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -659751.000000 Penalty: 4263.250977
	Iteration 8Q: 3 clusters Score -659751 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -659864.562500 Penalty: 4263.250977
	Iteration 9Q: 3 clusters Score -659864.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -659963.125000 Penalty: 4263.250977
	Iteration 10Q: 3 clusters Score -659963.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -660039.250000 Penalty: 4263.250977
	Iteration 11Q: 3 clusters Score -660039.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -660105.312500 Penalty: 4263.250977
	Iteration 12Q: 3 clusters Score -660105.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -660166.375000 Penalty: 4263.250977
	Iteration 13Q: 3 clusters Score -660166.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -660229.562500 Penalty: 4263.250977
	Iteration 14Q: 3 clusters Score -660229.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -660298.000000 Penalty: 4263.250977
	Iteration 15Q: 3 clusters Score -660298 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -660364.375000 Penalty: 4263.250977
	Iteration 16Q: 3 clusters Score -660364.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -660427.062500 Penalty: 4263.250977
	Iteration 17Q: 3 clusters Score -660427.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -660497.250000 Penalty: 4263.250977
	Iteration 18Q: 3 clusters Score -660497.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -660584.187500 Penalty: 4263.250977
	Iteration 19Q: 3 clusters Score -660584.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -660639.875000 Penalty: 4263.250977
	Iteration 20F: 3 clusters Score -660639.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -660672.125000 Penalty: 4263.250977
	Iteration 21Q: 3 clusters Score -660672.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -660694.562500 Penalty: 4263.250977
	Iteration 22Q: 3 clusters Score -660694.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -660714.500000 Penalty: 4263.250977
	Iteration 23Q: 3 clusters Score -660714.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -660728.875000 Penalty: 4263.250977
	Iteration 24Q: 3 clusters Score -660728.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -660735.562500 Penalty: 4263.250977
	Iteration 25Q: 3 clusters Score -660735.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -660744.562500 Penalty: 4263.250977
	Iteration 26Q: 3 clusters Score -660744.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -660747.812500 Penalty: 4263.250977
	Iteration 27Q: 3 clusters Score -660747.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -660750.250000 Penalty: 4263.250977
	Iteration 28Q: 3 clusters Score -660750.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -660752.250000 Penalty: 4263.250977
	Iteration 29Q: 3 clusters Score -660752.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -660753.812500 Penalty: 4263.250977
	Iteration 30Q: 3 clusters Score -660753.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -660755.937500 Penalty: 4263.250977
	Iteration 31Q: 3 clusters Score -660755.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -660758.375000 Penalty: 4263.250977
	Iteration 32Q: 3 clusters Score -660758.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -660758.250000 Penalty: 4263.250977
	Iteration 33Q: 3 clusters Score -660758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -660759.062500 Penalty: 4263.250977
	Iteration 34Q: 3 clusters Score -660759.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -660759.062500 Penalty: 4263.250977
	Iteration 35F: 3 clusters Score -660759.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Entering Unmasked Estep 
Score: -709045.750000 Penalty: 2131.717285
	Iteration 0F: 2 clusters Score -709045.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -704232.000000 Penalty: 4263.434570
	Iteration 0F: 3 clusters Score -704232 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -705405.062500 Penalty: 4263.434570
	Iteration 1F: 3 clusters Score -705405.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -705624.562500 Penalty: 4263.434570
	Iteration 2F: 3 clusters Score -705624.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -705733.812500 Penalty: 4263.434570
	Iteration 3Q: 3 clusters Score -705733.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -705809.937500 Penalty: 4263.434570
	Iteration 4Q: 3 clusters Score -705809.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -705873.687500 Penalty: 4263.434570
	Iteration 5Q: 3 clusters Score -705873.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -705913.625000 Penalty: 4263.434570
	Iteration 6Q: 3 clusters Score -705913.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -705945.125000 Penalty: 4263.434570
	Iteration 7Q: 3 clusters Score -705945.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -705976.875000 Penalty: 4263.434570
	Iteration 8Q: 3 clusters Score -705976.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -706002.500000 Penalty: 4263.434570
	Iteration 9Q: 3 clusters Score -706002.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -706019.687500 Penalty: 4263.434570
	Iteration 10Q: 3 clusters Score -706019.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -706030.437500 Penalty: 4263.434570
	Iteration 11Q: 3 clusters Score -706030.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -706044.812500 Penalty: 4263.434570
	Iteration 12Q: 3 clusters Score -706044.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -706057.687500 Penalty: 4263.434570
	Iteration 13Q: 3 clusters Score -706057.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -706071.125000 Penalty: 4263.434570
	Iteration 14Q: 3 clusters Score -706071.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -706085.250000 Penalty: 4263.434570
	Iteration 15Q: 3 clusters Score -706085.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -706102.687500 Penalty: 4263.434570
	Iteration 16Q: 3 clusters Score -706102.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -706114.625000 Penalty: 4263.434570
	Iteration 17Q: 3 clusters Score -706114.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -706126.875000 Penalty: 4263.434570
	Iteration 18Q: 3 clusters Score -706126.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -706137.750000 Penalty: 4263.434570
	Iteration 19Q: 3 clusters Score -706137.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -706147.687500 Penalty: 4263.434570
	Iteration 20F: 3 clusters Score -706147.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -706154.062500 Penalty: 4263.434570
	Iteration 21Q: 3 clusters Score -706154.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -706160.000000 Penalty: 4263.434570
	Iteration 22Q: 3 clusters Score -706160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -706162.687500 Penalty: 4263.434570
	Iteration 23Q: 3 clusters Score -706162.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -706164.000000 Penalty: 4263.434570
	Iteration 24Q: 3 clusters Score -706164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -706168.812500 Penalty: 4263.434570
	Iteration 25Q: 3 clusters Score -706168.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -706170.875000 Penalty: 4263.434570
	Iteration 26Q: 3 clusters Score -706170.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -706173.250000 Penalty: 4263.434570
	Iteration 27Q: 3 clusters Score -706173.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -706179.187500 Penalty: 4263.434570
	Iteration 28Q: 3 clusters Score -706179.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -706181.500000 Penalty: 4263.434570
	Iteration 29Q: 3 clusters Score -706181.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -706187.187500 Penalty: 4263.434570
	Iteration 30Q: 3 clusters Score -706187.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -706186.437500 Penalty: 4263.434570
	Iteration 31Q: 3 clusters Score -706186.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -706187.125000 Penalty: 4263.434570
	Iteration 32Q: 3 clusters Score -706187.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -706190.312500 Penalty: 4263.434570
	Iteration 33Q: 3 clusters Score -706190.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -706192.375000 Penalty: 4263.434570
	Iteration 34Q: 3 clusters Score -706192.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -706193.437500 Penalty: 4263.434570
	Iteration 35Q: 3 clusters Score -706193.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -706193.250000 Penalty: 4263.434570
	Iteration 36Q: 3 clusters Score -706193.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -706194.375000 Penalty: 4263.434570
	Iteration 37Q: 3 clusters Score -706194.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -706194.875000 Penalty: 4263.434570
	Iteration 38Q: 3 clusters Score -706194.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -706195.000000 Penalty: 4263.434570
	Iteration 39Q: 3 clusters Score -706195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -706197.375000 Penalty: 4263.434570
	Iteration 40F: 3 clusters Score -706197.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -706196.312500 Penalty: 4263.434570
	Iteration 41Q: 3 clusters Score -706196.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -706196.375000 Penalty: 4263.434570
	Iteration 42Q: 3 clusters Score -706196.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -706196.687500 Penalty: 4263.434570
	Iteration 43Q: 3 clusters Score -706196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -706196.750000 Penalty: 4263.434570
	Iteration 44Q: 3 clusters Score -706196.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -706200.500000 Penalty: 4263.434570
	Iteration 45Q: 3 clusters Score -706200.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -706199.937500 Penalty: 4263.434570
	Iteration 46Q: 3 clusters Score -706199.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -706200.125000 Penalty: 4263.434570
	Iteration 47Q: 3 clusters Score -706200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -706200.625000 Penalty: 4263.434570
	Iteration 48Q: 3 clusters Score -706200.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -706201.187500 Penalty: 4263.434570
	Iteration 49Q: 3 clusters Score -706201.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -706200.812500 Penalty: 4263.434570
	Iteration 50Q: 3 clusters Score -706200.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -706201.625000 Penalty: 4263.434570
	Iteration 51Q: 3 clusters Score -706201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -706202.437500 Penalty: 4263.434570
	Iteration 52Q: 3 clusters Score -706202.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -706204.125000 Penalty: 4263.434570
	Iteration 53Q: 3 clusters Score -706204.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -706204.125000 Penalty: 4263.434570
	Iteration 54Q: 3 clusters Score -706204.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -706205.625000 Penalty: 4263.434570
	Iteration 55Q: 3 clusters Score -706205.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -706206.687500 Penalty: 4263.434570
	Iteration 56Q: 3 clusters Score -706206.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -706207.187500 Penalty: 4263.434570
	Iteration 57Q: 3 clusters Score -706207.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -706210.062500 Penalty: 4263.434570
	Iteration 58Q: 3 clusters Score -706210.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -706211.125000 Penalty: 4263.434570
	Iteration 59Q: 3 clusters Score -706211.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -706211.687500 Penalty: 4263.434570
	Iteration 60F: 3 clusters Score -706211.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -706212.000000 Penalty: 4263.434570
	Iteration 61Q: 3 clusters Score -706212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -706212.500000 Penalty: 4263.434570
	Iteration 62Q: 3 clusters Score -706212.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -706214.937500 Penalty: 4263.434570
	Iteration 63Q: 3 clusters Score -706214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -706215.812500 Penalty: 4263.434570
	Iteration 64Q: 3 clusters Score -706215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -706216.562500 Penalty: 4263.434570
	Iteration 65Q: 3 clusters Score -706216.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -706217.875000 Penalty: 4263.434570
	Iteration 66Q: 3 clusters Score -706217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -706220.312500 Penalty: 4263.434570
	Iteration 67Q: 3 clusters Score -706220.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -706220.750000 Penalty: 4263.434570
	Iteration 68Q: 3 clusters Score -706220.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -706223.562500 Penalty: 4263.434570
	Iteration 69Q: 3 clusters Score -706223.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -706227.125000 Penalty: 4263.434570
	Iteration 70Q: 3 clusters Score -706227.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -706229.250000 Penalty: 4263.434570
	Iteration 71Q: 3 clusters Score -706229.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -706230.750000 Penalty: 4263.434570
	Iteration 72Q: 3 clusters Score -706230.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -706234.750000 Penalty: 4263.434570
	Iteration 73Q: 3 clusters Score -706234.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -706234.187500 Penalty: 4263.434570
	Iteration 74Q: 3 clusters Score -706234.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -706237.500000 Penalty: 4263.434570
	Iteration 75Q: 3 clusters Score -706237.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -706241.625000 Penalty: 4263.434570
	Iteration 76Q: 3 clusters Score -706241.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -706243.562500 Penalty: 4263.434570
	Iteration 77Q: 3 clusters Score -706243.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -706247.375000 Penalty: 4263.434570
	Iteration 78Q: 3 clusters Score -706247.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -706252.437500 Penalty: 4263.434570
	Iteration 79Q: 3 clusters Score -706252.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -706254.875000 Penalty: 4263.434570
	Iteration 80F: 3 clusters Score -706254.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -706260.500000 Penalty: 4263.434570
	Iteration 81Q: 3 clusters Score -706260.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -706265.812500 Penalty: 4263.434570
	Iteration 82Q: 3 clusters Score -706265.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -706269.687500 Penalty: 4263.434570
	Iteration 83Q: 3 clusters Score -706269.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -706273.937500 Penalty: 4263.434570
	Iteration 84Q: 3 clusters Score -706273.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -706280.375000 Penalty: 4263.434570
	Iteration 85Q: 3 clusters Score -706280.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -706285.687500 Penalty: 4263.434570
	Iteration 86Q: 3 clusters Score -706285.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -706289.937500 Penalty: 4263.434570
	Iteration 87Q: 3 clusters Score -706289.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -706296.125000 Penalty: 4263.434570
	Iteration 88Q: 3 clusters Score -706296.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -706300.375000 Penalty: 4263.434570
	Iteration 89Q: 3 clusters Score -706300.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -706304.187500 Penalty: 4263.434570
	Iteration 90Q: 3 clusters Score -706304.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -706307.312500 Penalty: 4263.434570
	Iteration 91Q: 3 clusters Score -706307.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -706310.500000 Penalty: 4263.434570
	Iteration 92Q: 3 clusters Score -706310.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -706314.625000 Penalty: 4263.434570
	Iteration 93Q: 3 clusters Score -706314.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -706316.500000 Penalty: 4263.434570
	Iteration 94Q: 3 clusters Score -706316.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -706317.375000 Penalty: 4263.434570
	Iteration 95Q: 3 clusters Score -706317.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -706319.250000 Penalty: 4263.434570
	Iteration 96Q: 3 clusters Score -706319.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -706321.375000 Penalty: 4263.434570
	Iteration 97Q: 3 clusters Score -706321.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -706322.687500 Penalty: 4263.434570
	Iteration 98Q: 3 clusters Score -706322.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -706323.812500 Penalty: 4263.434570
	Iteration 99Q: 3 clusters Score -706323.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -706325.625000 Penalty: 4263.434570
	Iteration 100F: 3 clusters Score -706325.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -706328.687500 Penalty: 4263.434570
	Iteration 101Q: 3 clusters Score -706328.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -706330.937500 Penalty: 4263.434570
	Iteration 102Q: 3 clusters Score -706330.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -706331.812500 Penalty: 4263.434570
	Iteration 103Q: 3 clusters Score -706331.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -706337.562500 Penalty: 4263.434570
	Iteration 104Q: 3 clusters Score -706337.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -706338.562500 Penalty: 4263.434570
	Iteration 105Q: 3 clusters Score -706338.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -706343.375000 Penalty: 4263.434570
	Iteration 106Q: 3 clusters Score -706343.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -706344.875000 Penalty: 4263.434570
	Iteration 107Q: 3 clusters Score -706344.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -706346.687500 Penalty: 4263.434570
	Iteration 108Q: 3 clusters Score -706346.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -706347.062500 Penalty: 4263.434570
	Iteration 109Q: 3 clusters Score -706347.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -706349.375000 Penalty: 4263.434570
	Iteration 110Q: 3 clusters Score -706349.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -706350.937500 Penalty: 4263.434570
	Iteration 111Q: 3 clusters Score -706350.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -706352.375000 Penalty: 4263.434570
	Iteration 112Q: 3 clusters Score -706352.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -706352.187500 Penalty: 4263.434570
	Iteration 113Q: 3 clusters Score -706352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -706354.750000 Penalty: 4263.434570
	Iteration 114Q: 3 clusters Score -706354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -706354.937500 Penalty: 4263.434570
	Iteration 115Q: 3 clusters Score -706354.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -706354.937500 Penalty: 4263.434570
	Iteration 116F: 3 clusters Score -706354.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Entering Unmasked Estep 
Score: -3450616.500000 Penalty: 2525.105225
	Iteration 0F: 2 clusters Score -3450616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3432399.250000 Penalty: 5050.210449
	Iteration 0F: 3 clusters Score -3432399 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -3438924.250000 Penalty: 5050.210449
	Iteration 1F: 3 clusters Score -3438924 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3439635.250000 Penalty: 5050.210449
	Iteration 2F: 3 clusters Score -3439635 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3440503.250000 Penalty: 5050.210449
	Iteration 3F: 3 clusters Score -3440503 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3441493.000000 Penalty: 5050.210449
	Iteration 4F: 3 clusters Score -3441493 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -3442505.250000 Penalty: 5050.210449
	Iteration 5F: 3 clusters Score -3442505 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -3443358.750000 Penalty: 5050.210449
	Iteration 6F: 3 clusters Score -3443359 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3443986.000000 Penalty: 5050.210449
	Iteration 7F: 3 clusters Score -3443986 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3444431.000000 Penalty: 5050.210449
	Iteration 8Q: 3 clusters Score -3444431 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3444747.250000 Penalty: 5050.210449
	Iteration 9Q: 3 clusters Score -3444747 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -3444921.500000 Penalty: 5050.210449
	Iteration 10Q: 3 clusters Score -3444922 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -3445059.750000 Penalty: 5050.210449
	Iteration 11Q: 3 clusters Score -3445060 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3445136.750000 Penalty: 5050.210449
	Iteration 12Q: 3 clusters Score -3445137 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3445213.500000 Penalty: 5050.210449
	Iteration 13Q: 3 clusters Score -3445214 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -3445285.250000 Penalty: 5050.210449
	Iteration 14Q: 3 clusters Score -3445285 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -3445368.500000 Penalty: 5050.210449
	Iteration 15Q: 3 clusters Score -3445368 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -3445476.000000 Penalty: 5050.210449
	Iteration 16Q: 3 clusters Score -3445476 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -3445581.000000 Penalty: 5050.210449
	Iteration 17Q: 3 clusters Score -3445581 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -3445700.500000 Penalty: 5050.210449
	Iteration 18Q: 3 clusters Score -3445700 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -3445836.250000 Penalty: 5050.210449
	Iteration 19Q: 3 clusters Score -3445836 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -3446009.500000 Penalty: 5050.210449
	Iteration 20F: 3 clusters Score -3446010 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -3446191.750000 Penalty: 5050.210449
	Iteration 21Q: 3 clusters Score -3446192 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -3446364.250000 Penalty: 5050.210449
	Iteration 22Q: 3 clusters Score -3446364 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3446570.250000 Penalty: 5050.210449
	Iteration 23Q: 3 clusters Score -3446570 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3446774.750000 Penalty: 5050.210449
	Iteration 24Q: 3 clusters Score -3446775 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -3446978.500000 Penalty: 5050.210449
	Iteration 25Q: 3 clusters Score -3446978 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3447180.250000 Penalty: 5050.210449
	Iteration 26Q: 3 clusters Score -3447180 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3447400.500000 Penalty: 5050.210449
	Iteration 27Q: 3 clusters Score -3447400 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3447584.500000 Penalty: 5050.210449
	Iteration 28Q: 3 clusters Score -3447584 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3447777.750000 Penalty: 5050.210449
	Iteration 29Q: 3 clusters Score -3447778 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3447948.000000 Penalty: 5050.210449
	Iteration 30Q: 3 clusters Score -3447948 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3448079.000000 Penalty: 5050.210449
	Iteration 31Q: 3 clusters Score -3448079 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3448156.750000 Penalty: 5050.210449
	Iteration 32Q: 3 clusters Score -3448157 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3448247.250000 Penalty: 5050.210449
	Iteration 33Q: 3 clusters Score -3448247 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3448311.750000 Penalty: 5050.210449
	Iteration 34Q: 3 clusters Score -3448312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3448344.750000 Penalty: 5050.210449
	Iteration 35Q: 3 clusters Score -3448345 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3448379.500000 Penalty: 5050.210449
	Iteration 36Q: 3 clusters Score -3448380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3448400.500000 Penalty: 5050.210449
	Iteration 37Q: 3 clusters Score -3448400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3448421.500000 Penalty: 5050.210449
	Iteration 38Q: 3 clusters Score -3448422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3448444.500000 Penalty: 5050.210449
	Iteration 39Q: 3 clusters Score -3448444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3448461.000000 Penalty: 5050.210449
	Iteration 40F: 3 clusters Score -3448461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3448474.500000 Penalty: 5050.210449
	Iteration 41Q: 3 clusters Score -3448474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3448479.500000 Penalty: 5050.210449
	Iteration 42Q: 3 clusters Score -3448480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3448503.750000 Penalty: 5050.210449
	Iteration 43Q: 3 clusters Score -3448504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3448515.500000 Penalty: 5050.210449
	Iteration 44Q: 3 clusters Score -3448516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3448522.250000 Penalty: 5050.210449
	Iteration 45Q: 3 clusters Score -3448522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3448535.250000 Penalty: 5050.210449
	Iteration 46Q: 3 clusters Score -3448535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3448540.750000 Penalty: 5050.210449
	Iteration 47Q: 3 clusters Score -3448541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3448544.000000 Penalty: 5050.210449
	Iteration 48Q: 3 clusters Score -3448544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3448552.250000 Penalty: 5050.210449
	Iteration 49Q: 3 clusters Score -3448552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3448557.500000 Penalty: 5050.210449
	Iteration 50Q: 3 clusters Score -3448558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3448565.000000 Penalty: 5050.210449
	Iteration 51Q: 3 clusters Score -3448565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3448562.500000 Penalty: 5050.210449
	Iteration 52Q: 3 clusters Score -3448562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3448567.500000 Penalty: 5050.210449
	Iteration 53Q: 3 clusters Score -3448568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3448570.500000 Penalty: 5050.210449
	Iteration 54Q: 3 clusters Score -3448570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3448571.000000 Penalty: 5050.210449
	Iteration 55Q: 3 clusters Score -3448571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3448576.000000 Penalty: 5050.210449
	Iteration 56Q: 3 clusters Score -3448576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3448579.500000 Penalty: 5050.210449
	Iteration 57Q: 3 clusters Score -3448580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3448581.000000 Penalty: 5050.210449
	Iteration 58Q: 3 clusters Score -3448581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3448578.750000 Penalty: 5050.210449
	Iteration 59Q: 3 clusters Score -3448579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3448582.000000 Penalty: 5050.210449
	Iteration 60F: 3 clusters Score -3448582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -18576.808594 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -18576.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17534.943359 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -17534.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17680.416016 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -17680.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17702.908203 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -17702.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17719.912109 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -17719.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17740.257812 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -17740.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17740.257812 Penalty: 2607.717773
	Iteration 5F: 3 clusters Score -17740.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -243964.906250 Penalty: 1865.689453
	Iteration 0F: 2 clusters Score -243964.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -241475.906250 Penalty: 3731.378906
	Iteration 0F: 3 clusters Score -241475.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -241903.171875 Penalty: 3731.378906
	Iteration 1F: 3 clusters Score -241903.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -241999.156250 Penalty: 3731.378906
	Iteration 2F: 3 clusters Score -241999.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -242063.390625 Penalty: 3731.378906
	Iteration 3Q: 3 clusters Score -242063.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -242099.796875 Penalty: 3731.378906
	Iteration 4Q: 3 clusters Score -242099.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -242119.796875 Penalty: 3731.378906
	Iteration 5Q: 3 clusters Score -242119.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -242134.390625 Penalty: 3731.378906
	Iteration 6Q: 3 clusters Score -242134.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -242147.640625 Penalty: 3731.378906
	Iteration 7Q: 3 clusters Score -242147.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -242159.578125 Penalty: 3731.378906
	Iteration 8Q: 3 clusters Score -242159.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -242168.953125 Penalty: 3731.378906
	Iteration 9Q: 3 clusters Score -242169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -242174.234375 Penalty: 3731.378906
	Iteration 10Q: 3 clusters Score -242174.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -242180.531250 Penalty: 3731.378906
	Iteration 11Q: 3 clusters Score -242180.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -242183.875000 Penalty: 3731.378906
	Iteration 12Q: 3 clusters Score -242183.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -242186.875000 Penalty: 3731.378906
	Iteration 13Q: 3 clusters Score -242186.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -242187.796875 Penalty: 3731.378906
	Iteration 14Q: 3 clusters Score -242187.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -242189.015625 Penalty: 3731.378906
	Iteration 15Q: 3 clusters Score -242189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -242190.578125 Penalty: 3731.378906
	Iteration 16Q: 3 clusters Score -242190.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -242190.625000 Penalty: 3731.378906
	Iteration 17Q: 3 clusters Score -242190.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -242190.625000 Penalty: 3731.378906
	Iteration 18F: 3 clusters Score -242190.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Entering Unmasked Estep 
Score: -1783388.625000 Penalty: 2362.725586
	Iteration 0F: 2 clusters Score -1783389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1773319.000000 Penalty: 4725.451172
	Iteration 0F: 3 clusters Score -1773319 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1776482.375000 Penalty: 4725.451172
	Iteration 1F: 3 clusters Score -1776482 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1776812.500000 Penalty: 4725.451172
	Iteration 2F: 3 clusters Score -1776812 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1777033.500000 Penalty: 4725.451172
	Iteration 3Q: 3 clusters Score -1777034 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1777209.000000 Penalty: 4725.451172
	Iteration 4Q: 3 clusters Score -1777209 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1777353.375000 Penalty: 4725.451172
	Iteration 5Q: 3 clusters Score -1777353 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1777487.750000 Penalty: 4725.451172
	Iteration 6Q: 3 clusters Score -1777488 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1777622.625000 Penalty: 4725.451172
	Iteration 7Q: 3 clusters Score -1777623 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1777765.375000 Penalty: 4725.451172
	Iteration 8Q: 3 clusters Score -1777765 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1777939.625000 Penalty: 4725.451172
	Iteration 9Q: 3 clusters Score -1777940 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1778149.125000 Penalty: 4725.451172
	Iteration 10Q: 3 clusters Score -1778149 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1778381.750000 Penalty: 4725.451172
	Iteration 11Q: 3 clusters Score -1778382 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1778649.000000 Penalty: 4725.451172
	Iteration 12Q: 3 clusters Score -1778649 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1778961.250000 Penalty: 4725.451172
	Iteration 13Q: 3 clusters Score -1778961 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1779310.750000 Penalty: 4725.451172
	Iteration 14Q: 3 clusters Score -1779311 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1779661.125000 Penalty: 4725.451172
	Iteration 15Q: 3 clusters Score -1779661 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1779997.000000 Penalty: 4725.451172
	Iteration 16Q: 3 clusters Score -1779997 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1780296.625000 Penalty: 4725.451172
	Iteration 17Q: 3 clusters Score -1780297 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1780539.875000 Penalty: 4725.451172
	Iteration 18Q: 3 clusters Score -1780540 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1780753.750000 Penalty: 4725.451172
	Iteration 19Q: 3 clusters Score -1780754 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1780898.750000 Penalty: 4725.451172
	Iteration 20F: 3 clusters Score -1780899 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1780995.250000 Penalty: 4725.451172
	Iteration 21Q: 3 clusters Score -1780995 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1781065.375000 Penalty: 4725.451172
	Iteration 22Q: 3 clusters Score -1781065 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1781121.625000 Penalty: 4725.451172
	Iteration 23Q: 3 clusters Score -1781122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1781164.750000 Penalty: 4725.451172
	Iteration 24Q: 3 clusters Score -1781165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1781192.375000 Penalty: 4725.451172
	Iteration 25Q: 3 clusters Score -1781192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1781208.000000 Penalty: 4725.451172
	Iteration 26Q: 3 clusters Score -1781208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1781224.250000 Penalty: 4725.451172
	Iteration 27Q: 3 clusters Score -1781224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1781233.375000 Penalty: 4725.451172
	Iteration 28Q: 3 clusters Score -1781233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1781247.000000 Penalty: 4725.451172
	Iteration 29Q: 3 clusters Score -1781247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1781250.125000 Penalty: 4725.451172
	Iteration 30Q: 3 clusters Score -1781250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1781253.875000 Penalty: 4725.451172
	Iteration 31Q: 3 clusters Score -1781254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1781254.750000 Penalty: 4725.451172
	Iteration 32Q: 3 clusters Score -1781255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1781257.750000 Penalty: 4725.451172
	Iteration 33Q: 3 clusters Score -1781258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1781260.875000 Penalty: 4725.451172
	Iteration 34Q: 3 clusters Score -1781261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1781263.625000 Penalty: 4725.451172
	Iteration 35Q: 3 clusters Score -1781264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1781269.000000 Penalty: 4725.451172
	Iteration 36Q: 3 clusters Score -1781269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1781270.875000 Penalty: 4725.451172
	Iteration 37Q: 3 clusters Score -1781271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1781281.250000 Penalty: 4725.451172
	Iteration 38Q: 3 clusters Score -1781281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1781289.125000 Penalty: 4725.451172
	Iteration 39Q: 3 clusters Score -1781289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1781300.750000 Penalty: 4725.451172
	Iteration 40F: 3 clusters Score -1781301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1781311.250000 Penalty: 4725.451172
	Iteration 41Q: 3 clusters Score -1781311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1781314.250000 Penalty: 4725.451172
	Iteration 42Q: 3 clusters Score -1781314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1781314.125000 Penalty: 4725.451172
	Iteration 43Q: 3 clusters Score -1781314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1781314.500000 Penalty: 4725.451172
	Iteration 44Q: 3 clusters Score -1781314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1781318.375000 Penalty: 4725.451172
	Iteration 45Q: 3 clusters Score -1781318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1781322.375000 Penalty: 4725.451172
	Iteration 46Q: 3 clusters Score -1781322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1781323.375000 Penalty: 4725.451172
	Iteration 47Q: 3 clusters Score -1781323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1781323.750000 Penalty: 4725.451172
	Iteration 48Q: 3 clusters Score -1781324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1781323.750000 Penalty: 4725.451172
	Iteration 49F: 3 clusters Score -1781324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Entering Unmasked Estep 
Score: -447811.812500 Penalty: 2027.884644
	Iteration 0F: 2 clusters Score -447811.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -444203.000000 Penalty: 4055.769287
	Iteration 0F: 3 clusters Score -444203 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -444988.500000 Penalty: 4055.769287
	Iteration 1F: 3 clusters Score -444988.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -445141.000000 Penalty: 4055.769287
	Iteration 2F: 3 clusters Score -445141 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -445248.375000 Penalty: 4055.769287
	Iteration 3Q: 3 clusters Score -445248.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -445303.875000 Penalty: 4055.769287
	Iteration 4Q: 3 clusters Score -445303.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -445345.343750 Penalty: 4055.769287
	Iteration 5Q: 3 clusters Score -445345.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -445371.312500 Penalty: 4055.769287
	Iteration 6Q: 3 clusters Score -445371.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -445388.562500 Penalty: 4055.769287
	Iteration 7Q: 3 clusters Score -445388.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -445399.437500 Penalty: 4055.769287
	Iteration 8Q: 3 clusters Score -445399.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -445404.375000 Penalty: 4055.769287
	Iteration 9Q: 3 clusters Score -445404.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -445410.906250 Penalty: 4055.769287
	Iteration 10Q: 3 clusters Score -445410.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -445416.281250 Penalty: 4055.769287
	Iteration 11Q: 3 clusters Score -445416.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -445418.968750 Penalty: 4055.769287
	Iteration 12Q: 3 clusters Score -445419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -445419.812500 Penalty: 4055.769287
	Iteration 13Q: 3 clusters Score -445419.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -445421.156250 Penalty: 4055.769287
	Iteration 14Q: 3 clusters Score -445421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -445423.187500 Penalty: 4055.769287
	Iteration 15Q: 3 clusters Score -445423.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -445425.375000 Penalty: 4055.769287
	Iteration 16Q: 3 clusters Score -445425.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -445425.718750 Penalty: 4055.769287
	Iteration 17Q: 3 clusters Score -445425.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -445426.562500 Penalty: 4055.769287
	Iteration 18Q: 3 clusters Score -445426.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -445426.531250 Penalty: 4055.769287
	Iteration 19Q: 3 clusters Score -445426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -445427.406250 Penalty: 4055.769287
	Iteration 20F: 3 clusters Score -445427.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -69552.304688 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -69552.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68087.265625 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -68087.27 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -68498.703125 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -68498.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68720.203125 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -68720.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -69037.109375 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -69037.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -69179.093750 Penalty: 3192.330566
	Iteration 4F: 3 clusters Score -69179.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -69263.335938 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -69263.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -69306.984375 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -69306.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -69327.820312 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -69327.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -69337.601562 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -69337.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -69352.257812 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -69352.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -69363.671875 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -69363.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -69365.765625 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -69365.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -69365.765625 Penalty: 3192.330566
	Iteration 12F: 3 clusters Score -69365.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Entering Unmasked Estep 
Score: -578914.312500 Penalty: 2080.279297
	Iteration 0F: 2 clusters Score -578914.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -574755.562500 Penalty: 4160.558594
	Iteration 0F: 3 clusters Score -574755.6 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -575773.687500 Penalty: 4160.558594
	Iteration 1F: 3 clusters Score -575773.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -576119.437500 Penalty: 4160.558594
	Iteration 2F: 3 clusters Score -576119.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -576367.125000 Penalty: 4160.558594
	Iteration 3F: 3 clusters Score -576367.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -576565.000000 Penalty: 4160.558594
	Iteration 4F: 3 clusters Score -576565 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -576773.500000 Penalty: 4160.558594
	Iteration 5F: 3 clusters Score -576773.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -576969.250000 Penalty: 4160.558594
	Iteration 6Q: 3 clusters Score -576969.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -577151.187500 Penalty: 4160.558594
	Iteration 7Q: 3 clusters Score -577151.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -577284.875000 Penalty: 4160.558594
	Iteration 8Q: 3 clusters Score -577284.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -577344.625000 Penalty: 4160.558594
	Iteration 9Q: 3 clusters Score -577344.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -577387.250000 Penalty: 4160.558594
	Iteration 10Q: 3 clusters Score -577387.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -577415.687500 Penalty: 4160.558594
	Iteration 11Q: 3 clusters Score -577415.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -577440.937500 Penalty: 4160.558594
	Iteration 12Q: 3 clusters Score -577440.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -577460.125000 Penalty: 4160.558594
	Iteration 13Q: 3 clusters Score -577460.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -577472.250000 Penalty: 4160.558594
	Iteration 14Q: 3 clusters Score -577472.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -577482.250000 Penalty: 4160.558594
	Iteration 15Q: 3 clusters Score -577482.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -577489.187500 Penalty: 4160.558594
	Iteration 16Q: 3 clusters Score -577489.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -577493.937500 Penalty: 4160.558594
	Iteration 17Q: 3 clusters Score -577493.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -577501.375000 Penalty: 4160.558594
	Iteration 18Q: 3 clusters Score -577501.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -577504.562500 Penalty: 4160.558594
	Iteration 19Q: 3 clusters Score -577504.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -577507.250000 Penalty: 4160.558594
	Iteration 20F: 3 clusters Score -577507.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -577510.562500 Penalty: 4160.558594
	Iteration 21Q: 3 clusters Score -577510.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -577512.562500 Penalty: 4160.558594
	Iteration 22Q: 3 clusters Score -577512.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -577511.875000 Penalty: 4160.558594
	Iteration 23Q: 3 clusters Score -577511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -577513.812500 Penalty: 4160.558594
	Iteration 24Q: 3 clusters Score -577513.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -577514.937500 Penalty: 4160.558594
	Iteration 25Q: 3 clusters Score -577514.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -577514.437500 Penalty: 4160.558594
	Iteration 26Q: 3 clusters Score -577514.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -577515.937500 Penalty: 4160.558594
	Iteration 27Q: 3 clusters Score -577515.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -577518.000000 Penalty: 4160.558594
	Iteration 28Q: 3 clusters Score -577518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -577518.125000 Penalty: 4160.558594
	Iteration 29Q: 3 clusters Score -577518.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -577518.187500 Penalty: 4160.558594
	Iteration 30Q: 3 clusters Score -577518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -577518.187500 Penalty: 4160.558594
	Iteration 31F: 3 clusters Score -577518.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Entering Unmasked Estep 
Score: -1584634.750000 Penalty: 2351.017334
	Iteration 0F: 2 clusters Score -1584635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1574960.625000 Penalty: 4702.034668
	Iteration 0F: 3 clusters Score -1574961 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1578172.875000 Penalty: 4702.034668
	Iteration 1F: 3 clusters Score -1578173 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1578736.625000 Penalty: 4702.034668
	Iteration 2F: 3 clusters Score -1578737 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1579382.625000 Penalty: 4702.034668
	Iteration 3F: 3 clusters Score -1579383 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1580202.125000 Penalty: 4702.034668
	Iteration 4F: 3 clusters Score -1580202 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1581026.000000 Penalty: 4702.034668
	Iteration 5F: 3 clusters Score -1581026 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1581740.625000 Penalty: 4702.034668
	Iteration 6F: 3 clusters Score -1581741 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1582243.750000 Penalty: 4702.034668
	Iteration 7F: 3 clusters Score -1582244 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1582632.375000 Penalty: 4702.034668
	Iteration 8Q: 3 clusters Score -1582632 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1582902.500000 Penalty: 4702.034668
	Iteration 9Q: 3 clusters Score -1582902 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1583116.000000 Penalty: 4702.034668
	Iteration 10Q: 3 clusters Score -1583116 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1583297.000000 Penalty: 4702.034668
	Iteration 11Q: 3 clusters Score -1583297 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1583426.625000 Penalty: 4702.034668
	Iteration 12Q: 3 clusters Score -1583427 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1583504.625000 Penalty: 4702.034668
	Iteration 13Q: 3 clusters Score -1583505 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1583561.875000 Penalty: 4702.034668
	Iteration 14Q: 3 clusters Score -1583562 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1583613.125000 Penalty: 4702.034668
	Iteration 15Q: 3 clusters Score -1583613 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1583646.750000 Penalty: 4702.034668
	Iteration 16Q: 3 clusters Score -1583647 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1583668.750000 Penalty: 4702.034668
	Iteration 17Q: 3 clusters Score -1583669 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1583681.125000 Penalty: 4702.034668
	Iteration 18Q: 3 clusters Score -1583681 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1583690.000000 Penalty: 4702.034668
	Iteration 19Q: 3 clusters Score -1583690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1583707.375000 Penalty: 4702.034668
	Iteration 20F: 3 clusters Score -1583707 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1583710.250000 Penalty: 4702.034668
	Iteration 21Q: 3 clusters Score -1583710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1583712.125000 Penalty: 4702.034668
	Iteration 22Q: 3 clusters Score -1583712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1583712.125000 Penalty: 4702.034668
	Iteration 23Q: 3 clusters Score -1583712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1583713.750000 Penalty: 4702.034668
	Iteration 24Q: 3 clusters Score -1583714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1583717.625000 Penalty: 4702.034668
	Iteration 25Q: 3 clusters Score -1583718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1583728.750000 Penalty: 4702.034668
	Iteration 26Q: 3 clusters Score -1583729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1583730.125000 Penalty: 4702.034668
	Iteration 27Q: 3 clusters Score -1583730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1583734.375000 Penalty: 4702.034668
	Iteration 28Q: 3 clusters Score -1583734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1583741.125000 Penalty: 4702.034668
	Iteration 29Q: 3 clusters Score -1583741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1583746.125000 Penalty: 4702.034668
	Iteration 30Q: 3 clusters Score -1583746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1583749.625000 Penalty: 4702.034668
	Iteration 31Q: 3 clusters Score -1583750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1583750.000000 Penalty: 4702.034668
	Iteration 32Q: 3 clusters Score -1583750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1583757.875000 Penalty: 4702.034668
	Iteration 33Q: 3 clusters Score -1583758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1583756.375000 Penalty: 4702.034668
	Iteration 34Q: 3 clusters Score -1583756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1583757.250000 Penalty: 4702.034668
	Iteration 35Q: 3 clusters Score -1583757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1583760.250000 Penalty: 4702.034668
	Iteration 36Q: 3 clusters Score -1583760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1583764.875000 Penalty: 4702.034668
	Iteration 37Q: 3 clusters Score -1583765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1583761.875000 Penalty: 4702.034668
	Iteration 38Q: 3 clusters Score -1583762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1583763.125000 Penalty: 4702.034668
	Iteration 39Q: 3 clusters Score -1583763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1583763.375000 Penalty: 4702.034668
	Iteration 40F: 3 clusters Score -1583763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1583772.125000 Penalty: 4702.034668
	Iteration 41Q: 3 clusters Score -1583772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1583775.250000 Penalty: 4702.034668
	Iteration 42Q: 3 clusters Score -1583775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1583778.125000 Penalty: 4702.034668
	Iteration 43Q: 3 clusters Score -1583778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1583789.875000 Penalty: 4702.034668
	Iteration 44Q: 3 clusters Score -1583790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1583789.000000 Penalty: 4702.034668
	Iteration 45Q: 3 clusters Score -1583789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1583796.375000 Penalty: 4702.034668
	Iteration 46Q: 3 clusters Score -1583796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1583801.500000 Penalty: 4702.034668
	Iteration 47Q: 3 clusters Score -1583802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1583803.500000 Penalty: 4702.034668
	Iteration 48Q: 3 clusters Score -1583804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1583807.375000 Penalty: 4702.034668
	Iteration 49Q: 3 clusters Score -1583807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1583813.500000 Penalty: 4702.034668
	Iteration 50Q: 3 clusters Score -1583814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1583815.500000 Penalty: 4702.034668
	Iteration 51Q: 3 clusters Score -1583816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1583817.375000 Penalty: 4702.034668
	Iteration 52Q: 3 clusters Score -1583817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1583819.000000 Penalty: 4702.034668
	Iteration 53Q: 3 clusters Score -1583819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1583819.625000 Penalty: 4702.034668
	Iteration 54Q: 3 clusters Score -1583820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1583835.250000 Penalty: 4702.034668
	Iteration 55Q: 3 clusters Score -1583835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1583844.375000 Penalty: 4702.034668
	Iteration 56Q: 3 clusters Score -1583844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1583841.125000 Penalty: 4702.034668
	Iteration 57Q: 3 clusters Score -1583841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1583843.500000 Penalty: 4702.034668
	Iteration 58Q: 3 clusters Score -1583844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1583857.500000 Penalty: 4702.034668
	Iteration 59Q: 3 clusters Score -1583858 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1583878.625000 Penalty: 4702.034668
	Iteration 60F: 3 clusters Score -1583879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1583886.875000 Penalty: 4702.034668
	Iteration 61Q: 3 clusters Score -1583887 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1583896.250000 Penalty: 4702.034668
	Iteration 62Q: 3 clusters Score -1583896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1583902.250000 Penalty: 4702.034668
	Iteration 63Q: 3 clusters Score -1583902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1583907.500000 Penalty: 4702.034668
	Iteration 64Q: 3 clusters Score -1583908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1583911.000000 Penalty: 4702.034668
	Iteration 65Q: 3 clusters Score -1583911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1583918.125000 Penalty: 4702.034668
	Iteration 66Q: 3 clusters Score -1583918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1583922.500000 Penalty: 4702.034668
	Iteration 67Q: 3 clusters Score -1583922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1583928.750000 Penalty: 4702.034668
	Iteration 68Q: 3 clusters Score -1583929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1583934.250000 Penalty: 4702.034668
	Iteration 69Q: 3 clusters Score -1583934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1583930.875000 Penalty: 4702.034668
	Iteration 70Q: 3 clusters Score -1583931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1583933.125000 Penalty: 4702.034668
	Iteration 71Q: 3 clusters Score -1583933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1583938.125000 Penalty: 4702.034668
	Iteration 72Q: 3 clusters Score -1583938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1583933.125000 Penalty: 4702.034668
	Iteration 73Q: 3 clusters Score -1583933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1583937.000000 Penalty: 4702.034668
	Iteration 74Q: 3 clusters Score -1583937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1583943.875000 Penalty: 4702.034668
	Iteration 75Q: 3 clusters Score -1583944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1583942.000000 Penalty: 4702.034668
	Iteration 76Q: 3 clusters Score -1583942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1583947.125000 Penalty: 4702.034668
	Iteration 77Q: 3 clusters Score -1583947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1583945.125000 Penalty: 4702.034668
	Iteration 78Q: 3 clusters Score -1583945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1583941.375000 Penalty: 4702.034668
	Iteration 79Q: 3 clusters Score -1583941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1583944.875000 Penalty: 4702.034668
	Iteration 80F: 3 clusters Score -1583945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1583945.000000 Penalty: 4702.034668
	Iteration 81Q: 3 clusters Score -1583945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1583950.500000 Penalty: 4702.034668
	Iteration 82Q: 3 clusters Score -1583950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1583949.750000 Penalty: 4702.034668
	Iteration 83Q: 3 clusters Score -1583950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1583949.125000 Penalty: 4702.034668
	Iteration 84Q: 3 clusters Score -1583949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1583950.875000 Penalty: 4702.034668
	Iteration 85Q: 3 clusters Score -1583951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1583951.250000 Penalty: 4702.034668
	Iteration 86Q: 3 clusters Score -1583951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1583954.750000 Penalty: 4702.034668
	Iteration 87Q: 3 clusters Score -1583955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1583952.000000 Penalty: 4702.034668
	Iteration 88Q: 3 clusters Score -1583952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1583954.375000 Penalty: 4702.034668
	Iteration 89Q: 3 clusters Score -1583954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1583954.750000 Penalty: 4702.034668
	Iteration 90Q: 3 clusters Score -1583955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1583955.875000 Penalty: 4702.034668
	Iteration 91Q: 3 clusters Score -1583956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1583958.375000 Penalty: 4702.034668
	Iteration 92Q: 3 clusters Score -1583958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1583960.250000 Penalty: 4702.034668
	Iteration 93Q: 3 clusters Score -1583960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1583957.125000 Penalty: 4702.034668
	Iteration 94Q: 3 clusters Score -1583957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1583957.125000 Penalty: 4702.034668
	Iteration 95F: 3 clusters Score -1583957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Entering Unmasked Estep 
Score: -621885.937500 Penalty: 2101.623047
	Iteration 0F: 2 clusters Score -621885.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -617511.625000 Penalty: 4203.246094
	Iteration 0F: 3 clusters Score -617511.6 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -618549.500000 Penalty: 4203.246094
	Iteration 1F: 3 clusters Score -618549.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -618744.750000 Penalty: 4203.246094
	Iteration 2F: 3 clusters Score -618744.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -618859.437500 Penalty: 4203.246094
	Iteration 3Q: 3 clusters Score -618859.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -618934.375000 Penalty: 4203.246094
	Iteration 4Q: 3 clusters Score -618934.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -618983.187500 Penalty: 4203.246094
	Iteration 5Q: 3 clusters Score -618983.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -619015.875000 Penalty: 4203.246094
	Iteration 6Q: 3 clusters Score -619015.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -619047.937500 Penalty: 4203.246094
	Iteration 7Q: 3 clusters Score -619047.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -619074.562500 Penalty: 4203.246094
	Iteration 8Q: 3 clusters Score -619074.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -619099.375000 Penalty: 4203.246094
	Iteration 9Q: 3 clusters Score -619099.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -619116.312500 Penalty: 4203.246094
	Iteration 10Q: 3 clusters Score -619116.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -619134.250000 Penalty: 4203.246094
	Iteration 11Q: 3 clusters Score -619134.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -619151.562500 Penalty: 4203.246094
	Iteration 12Q: 3 clusters Score -619151.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -619170.687500 Penalty: 4203.246094
	Iteration 13Q: 3 clusters Score -619170.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -619183.812500 Penalty: 4203.246094
	Iteration 14Q: 3 clusters Score -619183.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -619203.500000 Penalty: 4203.246094
	Iteration 15Q: 3 clusters Score -619203.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -619221.062500 Penalty: 4203.246094
	Iteration 16Q: 3 clusters Score -619221.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -619233.312500 Penalty: 4203.246094
	Iteration 17Q: 3 clusters Score -619233.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -619247.187500 Penalty: 4203.246094
	Iteration 18Q: 3 clusters Score -619247.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -619258.437500 Penalty: 4203.246094
	Iteration 19Q: 3 clusters Score -619258.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -619270.687500 Penalty: 4203.246094
	Iteration 20F: 3 clusters Score -619270.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -619282.500000 Penalty: 4203.246094
	Iteration 21Q: 3 clusters Score -619282.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -619293.812500 Penalty: 4203.246094
	Iteration 22Q: 3 clusters Score -619293.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -619308.437500 Penalty: 4203.246094
	Iteration 23Q: 3 clusters Score -619308.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -619321.062500 Penalty: 4203.246094
	Iteration 24Q: 3 clusters Score -619321.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -619334.500000 Penalty: 4203.246094
	Iteration 25Q: 3 clusters Score -619334.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -619345.187500 Penalty: 4203.246094
	Iteration 26Q: 3 clusters Score -619345.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -619356.562500 Penalty: 4203.246094
	Iteration 27Q: 3 clusters Score -619356.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -619367.000000 Penalty: 4203.246094
	Iteration 28Q: 3 clusters Score -619367 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -619381.312500 Penalty: 4203.246094
	Iteration 29Q: 3 clusters Score -619381.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -619392.812500 Penalty: 4203.246094
	Iteration 30Q: 3 clusters Score -619392.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -619400.812500 Penalty: 4203.246094
	Iteration 31Q: 3 clusters Score -619400.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -619409.062500 Penalty: 4203.246094
	Iteration 32Q: 3 clusters Score -619409.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -619417.687500 Penalty: 4203.246094
	Iteration 33Q: 3 clusters Score -619417.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -619423.875000 Penalty: 4203.246094
	Iteration 34Q: 3 clusters Score -619423.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -619429.062500 Penalty: 4203.246094
	Iteration 35Q: 3 clusters Score -619429.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -619432.937500 Penalty: 4203.246094
	Iteration 36Q: 3 clusters Score -619432.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -619440.562500 Penalty: 4203.246094
	Iteration 37Q: 3 clusters Score -619440.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -619445.375000 Penalty: 4203.246094
	Iteration 38Q: 3 clusters Score -619445.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -619450.250000 Penalty: 4203.246094
	Iteration 39Q: 3 clusters Score -619450.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -619455.000000 Penalty: 4203.246094
	Iteration 40F: 3 clusters Score -619455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -619461.750000 Penalty: 4203.246094
	Iteration 41Q: 3 clusters Score -619461.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -619466.500000 Penalty: 4203.246094
	Iteration 42Q: 3 clusters Score -619466.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -619477.187500 Penalty: 4203.246094
	Iteration 43Q: 3 clusters Score -619477.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -619482.687500 Penalty: 4203.246094
	Iteration 44Q: 3 clusters Score -619482.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -619486.625000 Penalty: 4203.246094
	Iteration 45Q: 3 clusters Score -619486.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -619491.437500 Penalty: 4203.246094
	Iteration 46Q: 3 clusters Score -619491.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -619495.687500 Penalty: 4203.246094
	Iteration 47Q: 3 clusters Score -619495.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -619500.250000 Penalty: 4203.246094
	Iteration 48Q: 3 clusters Score -619500.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -619501.687500 Penalty: 4203.246094
	Iteration 49Q: 3 clusters Score -619501.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -619505.312500 Penalty: 4203.246094
	Iteration 50Q: 3 clusters Score -619505.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -619509.875000 Penalty: 4203.246094
	Iteration 51Q: 3 clusters Score -619509.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -619517.750000 Penalty: 4203.246094
	Iteration 52Q: 3 clusters Score -619517.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -619526.875000 Penalty: 4203.246094
	Iteration 53Q: 3 clusters Score -619526.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -619534.375000 Penalty: 4203.246094
	Iteration 54Q: 3 clusters Score -619534.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -619541.875000 Penalty: 4203.246094
	Iteration 55Q: 3 clusters Score -619541.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -619548.875000 Penalty: 4203.246094
	Iteration 56Q: 3 clusters Score -619548.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -619556.937500 Penalty: 4203.246094
	Iteration 57Q: 3 clusters Score -619556.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -619563.000000 Penalty: 4203.246094
	Iteration 58Q: 3 clusters Score -619563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -619567.937500 Penalty: 4203.246094
	Iteration 59Q: 3 clusters Score -619567.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -619577.687500 Penalty: 4203.246094
	Iteration 60F: 3 clusters Score -619577.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -619587.625000 Penalty: 4203.246094
	Iteration 61Q: 3 clusters Score -619587.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -619595.062500 Penalty: 4203.246094
	Iteration 62Q: 3 clusters Score -619595.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -619602.500000 Penalty: 4203.246094
	Iteration 63Q: 3 clusters Score -619602.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -619608.437500 Penalty: 4203.246094
	Iteration 64Q: 3 clusters Score -619608.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -619614.000000 Penalty: 4203.246094
	Iteration 65Q: 3 clusters Score -619614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -619616.500000 Penalty: 4203.246094
	Iteration 66Q: 3 clusters Score -619616.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -619620.937500 Penalty: 4203.246094
	Iteration 67Q: 3 clusters Score -619620.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -619623.312500 Penalty: 4203.246094
	Iteration 68Q: 3 clusters Score -619623.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -619624.000000 Penalty: 4203.246094
	Iteration 69Q: 3 clusters Score -619624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -619627.375000 Penalty: 4203.246094
	Iteration 70Q: 3 clusters Score -619627.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -619630.312500 Penalty: 4203.246094
	Iteration 71Q: 3 clusters Score -619630.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -619630.437500 Penalty: 4203.246094
	Iteration 72Q: 3 clusters Score -619630.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -619633.312500 Penalty: 4203.246094
	Iteration 73Q: 3 clusters Score -619633.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -619633.750000 Penalty: 4203.246094
	Iteration 74Q: 3 clusters Score -619633.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -619637.125000 Penalty: 4203.246094
	Iteration 75Q: 3 clusters Score -619637.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -619641.250000 Penalty: 4203.246094
	Iteration 76Q: 3 clusters Score -619641.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -619646.687500 Penalty: 4203.246094
	Iteration 77Q: 3 clusters Score -619646.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -619649.437500 Penalty: 4203.246094
	Iteration 78Q: 3 clusters Score -619649.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -619649.812500 Penalty: 4203.246094
	Iteration 79Q: 3 clusters Score -619649.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -619652.875000 Penalty: 4203.246094
	Iteration 80F: 3 clusters Score -619652.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -619654.812500 Penalty: 4203.246094
	Iteration 81Q: 3 clusters Score -619654.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -619658.125000 Penalty: 4203.246094
	Iteration 82Q: 3 clusters Score -619658.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -619661.125000 Penalty: 4203.246094
	Iteration 83Q: 3 clusters Score -619661.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -619661.625000 Penalty: 4203.246094
	Iteration 84Q: 3 clusters Score -619661.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -619665.562500 Penalty: 4203.246094
	Iteration 85Q: 3 clusters Score -619665.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -619668.062500 Penalty: 4203.246094
	Iteration 86Q: 3 clusters Score -619668.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -619669.312500 Penalty: 4203.246094
	Iteration 87Q: 3 clusters Score -619669.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -619671.375000 Penalty: 4203.246094
	Iteration 88Q: 3 clusters Score -619671.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -619671.625000 Penalty: 4203.246094
	Iteration 89Q: 3 clusters Score -619671.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -619675.312500 Penalty: 4203.246094
	Iteration 90Q: 3 clusters Score -619675.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -619677.250000 Penalty: 4203.246094
	Iteration 91Q: 3 clusters Score -619677.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -619679.750000 Penalty: 4203.246094
	Iteration 92Q: 3 clusters Score -619679.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -619686.000000 Penalty: 4203.246094
	Iteration 93Q: 3 clusters Score -619686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -619691.500000 Penalty: 4203.246094
	Iteration 94Q: 3 clusters Score -619691.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -619695.187500 Penalty: 4203.246094
	Iteration 95Q: 3 clusters Score -619695.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -619702.812500 Penalty: 4203.246094
	Iteration 96Q: 3 clusters Score -619702.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -619708.687500 Penalty: 4203.246094
	Iteration 97Q: 3 clusters Score -619708.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -619717.062500 Penalty: 4203.246094
	Iteration 98Q: 3 clusters Score -619717.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -619722.250000 Penalty: 4203.246094
	Iteration 99Q: 3 clusters Score -619722.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -619727.875000 Penalty: 4203.246094
	Iteration 100F: 3 clusters Score -619727.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -619732.562500 Penalty: 4203.246094
	Iteration 101Q: 3 clusters Score -619732.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -619738.750000 Penalty: 4203.246094
	Iteration 102Q: 3 clusters Score -619738.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -619746.750000 Penalty: 4203.246094
	Iteration 103Q: 3 clusters Score -619746.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -619753.000000 Penalty: 4203.246094
	Iteration 104Q: 3 clusters Score -619753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -619758.000000 Penalty: 4203.246094
	Iteration 105Q: 3 clusters Score -619758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -619763.812500 Penalty: 4203.246094
	Iteration 106Q: 3 clusters Score -619763.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -619766.625000 Penalty: 4203.246094
	Iteration 107Q: 3 clusters Score -619766.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -619771.500000 Penalty: 4203.246094
	Iteration 108Q: 3 clusters Score -619771.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -619774.062500 Penalty: 4203.246094
	Iteration 109Q: 3 clusters Score -619774.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -619778.750000 Penalty: 4203.246094
	Iteration 110Q: 3 clusters Score -619778.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -619783.312500 Penalty: 4203.246094
	Iteration 111Q: 3 clusters Score -619783.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -619786.125000 Penalty: 4203.246094
	Iteration 112Q: 3 clusters Score -619786.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -619789.187500 Penalty: 4203.246094
	Iteration 113Q: 3 clusters Score -619789.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -619792.312500 Penalty: 4203.246094
	Iteration 114Q: 3 clusters Score -619792.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -619794.687500 Penalty: 4203.246094
	Iteration 115Q: 3 clusters Score -619794.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -619794.812500 Penalty: 4203.246094
	Iteration 116Q: 3 clusters Score -619794.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -619796.875000 Penalty: 4203.246094
	Iteration 117Q: 3 clusters Score -619796.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -619798.437500 Penalty: 4203.246094
	Iteration 118Q: 3 clusters Score -619798.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -619800.687500 Penalty: 4203.246094
	Iteration 119Q: 3 clusters Score -619800.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -619800.500000 Penalty: 4203.246094
	Iteration 120F: 3 clusters Score -619800.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -619802.875000 Penalty: 4203.246094
	Iteration 121Q: 3 clusters Score -619802.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -619803.562500 Penalty: 4203.246094
	Iteration 122Q: 3 clusters Score -619803.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -619804.562500 Penalty: 4203.246094
	Iteration 123Q: 3 clusters Score -619804.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -619806.812500 Penalty: 4203.246094
	Iteration 124Q: 3 clusters Score -619806.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -619806.562500 Penalty: 4203.246094
	Iteration 125Q: 3 clusters Score -619806.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -619806.562500 Penalty: 4203.246094
	Iteration 126F: 3 clusters Score -619806.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Entering Unmasked Estep 
Score: -253946.750000 Penalty: 1902.034790
	Iteration 0F: 2 clusters Score -253946.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -251260.031250 Penalty: 3804.069580
	Iteration 0F: 3 clusters Score -251260 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -251849.218750 Penalty: 3804.069580
	Iteration 1F: 3 clusters Score -251849.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -252092.078125 Penalty: 3804.069580
	Iteration 2F: 3 clusters Score -252092.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -252236.890625 Penalty: 3804.069580
	Iteration 3F: 3 clusters Score -252236.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -252332.828125 Penalty: 3804.069580
	Iteration 4Q: 3 clusters Score -252332.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -252401.000000 Penalty: 3804.069580
	Iteration 5Q: 3 clusters Score -252401 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -252454.578125 Penalty: 3804.069580
	Iteration 6Q: 3 clusters Score -252454.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -252495.609375 Penalty: 3804.069580
	Iteration 7Q: 3 clusters Score -252495.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -252525.781250 Penalty: 3804.069580
	Iteration 8Q: 3 clusters Score -252525.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -252553.906250 Penalty: 3804.069580
	Iteration 9Q: 3 clusters Score -252553.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -252585.734375 Penalty: 3804.069580
	Iteration 10Q: 3 clusters Score -252585.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -252606.781250 Penalty: 3804.069580
	Iteration 11Q: 3 clusters Score -252606.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -252619.531250 Penalty: 3804.069580
	Iteration 12Q: 3 clusters Score -252619.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -252623.968750 Penalty: 3804.069580
	Iteration 13Q: 3 clusters Score -252624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -252627.656250 Penalty: 3804.069580
	Iteration 14Q: 3 clusters Score -252627.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -252632.531250 Penalty: 3804.069580
	Iteration 15Q: 3 clusters Score -252632.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -252637.171875 Penalty: 3804.069580
	Iteration 16Q: 3 clusters Score -252637.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -252642.171875 Penalty: 3804.069580
	Iteration 17Q: 3 clusters Score -252642.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -252649.875000 Penalty: 3804.069580
	Iteration 18Q: 3 clusters Score -252649.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -252657.656250 Penalty: 3804.069580
	Iteration 19Q: 3 clusters Score -252657.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -252664.218750 Penalty: 3804.069580
	Iteration 20F: 3 clusters Score -252664.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -252669.562500 Penalty: 3804.069580
	Iteration 21Q: 3 clusters Score -252669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -252671.406250 Penalty: 3804.069580
	Iteration 22Q: 3 clusters Score -252671.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -252673.140625 Penalty: 3804.069580
	Iteration 23Q: 3 clusters Score -252673.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -252675.843750 Penalty: 3804.069580
	Iteration 24Q: 3 clusters Score -252675.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -252679.484375 Penalty: 3804.069580
	Iteration 25Q: 3 clusters Score -252679.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -252683.281250 Penalty: 3804.069580
	Iteration 26Q: 3 clusters Score -252683.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -252684.687500 Penalty: 3804.069580
	Iteration 27Q: 3 clusters Score -252684.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -252684.921875 Penalty: 3804.069580
	Iteration 28Q: 3 clusters Score -252684.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -252685.406250 Penalty: 3804.069580
	Iteration 29Q: 3 clusters Score -252685.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -252686.078125 Penalty: 3804.069580
	Iteration 30Q: 3 clusters Score -252686.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -252686.078125 Penalty: 3804.069580
	Iteration 31F: 3 clusters Score -252686.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -34211.285156 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -34211.29 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 161 members 
Entering Unmasked Estep 
Score: -33068.417969 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -33068.42 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33285.562500 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -33285.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33363.441406 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -33363.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33444.285156 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -33444.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33566.582031 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -33566.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33604.804688 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -33604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -33614.675781 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -33614.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33622.105469 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -33622.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33622.105469 Penalty: 2899.833740
	Iteration 8F: 3 clusters Score -33622.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -294072.500000 Penalty: 1911.797119
	Iteration 0F: 2 clusters Score -294072.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -291251.125000 Penalty: 3823.594238
	Iteration 0F: 3 clusters Score -291251.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -291722.562500 Penalty: 3823.594238
	Iteration 1F: 3 clusters Score -291722.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -291865.343750 Penalty: 3823.594238
	Iteration 2F: 3 clusters Score -291865.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -291955.375000 Penalty: 3823.594238
	Iteration 3Q: 3 clusters Score -291955.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -292032.656250 Penalty: 3823.594238
	Iteration 4Q: 3 clusters Score -292032.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -292087.031250 Penalty: 3823.594238
	Iteration 5Q: 3 clusters Score -292087 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -292118.750000 Penalty: 3823.594238
	Iteration 6Q: 3 clusters Score -292118.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -292150.218750 Penalty: 3823.594238
	Iteration 7Q: 3 clusters Score -292150.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -292170.593750 Penalty: 3823.594238
	Iteration 8Q: 3 clusters Score -292170.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -292191.156250 Penalty: 3823.594238
	Iteration 9Q: 3 clusters Score -292191.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -292218.187500 Penalty: 3823.594238
	Iteration 10Q: 3 clusters Score -292218.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -292253.125000 Penalty: 3823.594238
	Iteration 11Q: 3 clusters Score -292253.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -292298.156250 Penalty: 3823.594238
	Iteration 12Q: 3 clusters Score -292298.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -292347.062500 Penalty: 3823.594238
	Iteration 13Q: 3 clusters Score -292347.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -292402.343750 Penalty: 3823.594238
	Iteration 14Q: 3 clusters Score -292402.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -292475.718750 Penalty: 3823.594238
	Iteration 15Q: 3 clusters Score -292475.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -292578.218750 Penalty: 3823.594238
	Iteration 16Q: 3 clusters Score -292578.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -292690.312500 Penalty: 3823.594238
	Iteration 17Q: 3 clusters Score -292690.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -292792.656250 Penalty: 3823.594238
	Iteration 18Q: 3 clusters Score -292792.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -292869.781250 Penalty: 3823.594238
	Iteration 19Q: 3 clusters Score -292869.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -292932.281250 Penalty: 3823.594238
	Iteration 20F: 3 clusters Score -292932.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -292986.406250 Penalty: 3823.594238
	Iteration 21Q: 3 clusters Score -292986.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -293024.843750 Penalty: 3823.594238
	Iteration 22Q: 3 clusters Score -293024.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -293049.625000 Penalty: 3823.594238
	Iteration 23Q: 3 clusters Score -293049.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -293075.187500 Penalty: 3823.594238
	Iteration 24Q: 3 clusters Score -293075.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -293089.500000 Penalty: 3823.594238
	Iteration 25Q: 3 clusters Score -293089.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -293108.125000 Penalty: 3823.594238
	Iteration 26Q: 3 clusters Score -293108.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -293123.531250 Penalty: 3823.594238
	Iteration 27Q: 3 clusters Score -293123.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -293135.437500 Penalty: 3823.594238
	Iteration 28Q: 3 clusters Score -293135.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -293142.687500 Penalty: 3823.594238
	Iteration 29Q: 3 clusters Score -293142.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -293146.937500 Penalty: 3823.594238
	Iteration 30Q: 3 clusters Score -293146.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -293150.562500 Penalty: 3823.594238
	Iteration 31Q: 3 clusters Score -293150.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -293154.312500 Penalty: 3823.594238
	Iteration 32Q: 3 clusters Score -293154.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -293157.687500 Penalty: 3823.594238
	Iteration 33Q: 3 clusters Score -293157.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -293161.750000 Penalty: 3823.594238
	Iteration 34Q: 3 clusters Score -293161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -293170.250000 Penalty: 3823.594238
	Iteration 35Q: 3 clusters Score -293170.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -293180.812500 Penalty: 3823.594238
	Iteration 36Q: 3 clusters Score -293180.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -293187.843750 Penalty: 3823.594238
	Iteration 37Q: 3 clusters Score -293187.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -293194.687500 Penalty: 3823.594238
	Iteration 38Q: 3 clusters Score -293194.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -293203.531250 Penalty: 3823.594238
	Iteration 39Q: 3 clusters Score -293203.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -293210.718750 Penalty: 3823.594238
	Iteration 40F: 3 clusters Score -293210.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -293213.000000 Penalty: 3823.594238
	Iteration 41Q: 3 clusters Score -293213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -293214.093750 Penalty: 3823.594238
	Iteration 42Q: 3 clusters Score -293214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -293214.093750 Penalty: 3823.594238
	Iteration 43F: 3 clusters Score -293214.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -82243.679688 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -82243.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80682.632812 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -80682.63 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -81064.210938 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -81064.21 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81356.968750 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -81356.97 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -81780.523438 Penalty: 3257.069580
	Iteration 3F: 3 clusters Score -81780.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -82004.406250 Penalty: 3257.069580
	Iteration 4F: 3 clusters Score -82004.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -82350.914062 Penalty: 3257.069580
	Iteration 5Q: 3 clusters Score -82350.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -82529.023438 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -82529.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -82575.304688 Penalty: 3257.069580
	Iteration 7Q: 3 clusters Score -82575.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -82611.398438 Penalty: 3257.069580
	Iteration 8Q: 3 clusters Score -82611.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -82645.437500 Penalty: 3257.069580
	Iteration 9Q: 3 clusters Score -82645.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -82663.171875 Penalty: 3257.069580
	Iteration 10Q: 3 clusters Score -82663.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -82688.171875 Penalty: 3257.069580
	Iteration 11Q: 3 clusters Score -82688.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -82706.914062 Penalty: 3257.069580
	Iteration 12Q: 3 clusters Score -82706.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -82714.632812 Penalty: 3257.069580
	Iteration 13Q: 3 clusters Score -82714.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -82722.218750 Penalty: 3257.069580
	Iteration 14Q: 3 clusters Score -82722.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -82722.218750 Penalty: 3257.069580
	Iteration 15F: 3 clusters Score -82722.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 96827 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 125682 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 36606 members 
Mstep: Class 9 contains 9106 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 8437 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 32616 members 
Mstep: Class 14 contains 2640 members 
Mstep: Class 15 contains 18579 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 5408 members 
Mstep: Class 18 contains 26420 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 13727 members 
Mstep: Class 22 contains 3558 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 4395 members 
Mstep: Class 25 contains 13094 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 2142 members 
Mstep: Class 28 contains 346 members 
Mstep: Class 29 contains 2228 members 
Mstep: Class 30 contains 553 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 8492 members 
Mstep: Class 34 contains 420 members 
Mstep: Class 35 contains 44676 members 
Mstep: Class 36 contains 519 members 
Mstep: Class 37 contains 490 members 
Mstep: Class 38 contains 1150 members 
Mstep: Class 39 contains 530 members 
Mstep: Class 40 contains 158 members 
Entering Unmasked Estep 
Score: -73859192.000000 Penalty: 131636.281250
Splitting cluster 30 changes total score from -73860360.000000 to -73859192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (10324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Entering Unmasked Estep 
Score: -1309789.375000 Penalty: 2292.072266
	Iteration 0F: 2 clusters Score -1309789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1302011.000000 Penalty: 4584.144531
	Iteration 0F: 3 clusters Score -1302011 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1304203.375000 Penalty: 4584.144531
	Iteration 1F: 3 clusters Score -1304203 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1304482.250000 Penalty: 4584.144531
	Iteration 2F: 3 clusters Score -1304482 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1304710.500000 Penalty: 4584.144531
	Iteration 3Q: 3 clusters Score -1304710 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1304914.125000 Penalty: 4584.144531
	Iteration 4Q: 3 clusters Score -1304914 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1305089.375000 Penalty: 4584.144531
	Iteration 5Q: 3 clusters Score -1305089 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1305255.875000 Penalty: 4584.144531
	Iteration 6Q: 3 clusters Score -1305256 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1305390.250000 Penalty: 4584.144531
	Iteration 7Q: 3 clusters Score -1305390 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1305529.250000 Penalty: 4584.144531
	Iteration 8Q: 3 clusters Score -1305529 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1305664.125000 Penalty: 4584.144531
	Iteration 9Q: 3 clusters Score -1305664 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1305785.750000 Penalty: 4584.144531
	Iteration 10Q: 3 clusters Score -1305786 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1305911.750000 Penalty: 4584.144531
	Iteration 11Q: 3 clusters Score -1305912 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1306033.875000 Penalty: 4584.144531
	Iteration 12Q: 3 clusters Score -1306034 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1306145.250000 Penalty: 4584.144531
	Iteration 13Q: 3 clusters Score -1306145 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1306226.375000 Penalty: 4584.144531
	Iteration 14Q: 3 clusters Score -1306226 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1306298.125000 Penalty: 4584.144531
	Iteration 15Q: 3 clusters Score -1306298 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1306366.625000 Penalty: 4584.144531
	Iteration 16Q: 3 clusters Score -1306367 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1306437.250000 Penalty: 4584.144531
	Iteration 17Q: 3 clusters Score -1306437 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1306494.750000 Penalty: 4584.144531
	Iteration 18Q: 3 clusters Score -1306495 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1306546.625000 Penalty: 4584.144531
	Iteration 19Q: 3 clusters Score -1306547 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1306584.250000 Penalty: 4584.144531
	Iteration 20F: 3 clusters Score -1306584 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1306620.750000 Penalty: 4584.144531
	Iteration 21Q: 3 clusters Score -1306621 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1306653.000000 Penalty: 4584.144531
	Iteration 22Q: 3 clusters Score -1306653 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1306690.500000 Penalty: 4584.144531
	Iteration 23Q: 3 clusters Score -1306690 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1306709.750000 Penalty: 4584.144531
	Iteration 24Q: 3 clusters Score -1306710 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1306737.000000 Penalty: 4584.144531
	Iteration 25Q: 3 clusters Score -1306737 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1306762.000000 Penalty: 4584.144531
	Iteration 26Q: 3 clusters Score -1306762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1306783.000000 Penalty: 4584.144531
	Iteration 27Q: 3 clusters Score -1306783 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1306808.500000 Penalty: 4584.144531
	Iteration 28Q: 3 clusters Score -1306808 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1306835.250000 Penalty: 4584.144531
	Iteration 29Q: 3 clusters Score -1306835 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1306852.375000 Penalty: 4584.144531
	Iteration 30Q: 3 clusters Score -1306852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1306862.375000 Penalty: 4584.144531
	Iteration 31Q: 3 clusters Score -1306862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1306885.375000 Penalty: 4584.144531
	Iteration 32Q: 3 clusters Score -1306885 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1306900.625000 Penalty: 4584.144531
	Iteration 33Q: 3 clusters Score -1306901 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1306919.500000 Penalty: 4584.144531
	Iteration 34Q: 3 clusters Score -1306920 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1306939.750000 Penalty: 4584.144531
	Iteration 35Q: 3 clusters Score -1306940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1306962.375000 Penalty: 4584.144531
	Iteration 36Q: 3 clusters Score -1306962 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1306990.000000 Penalty: 4584.144531
	Iteration 37Q: 3 clusters Score -1306990 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1307009.000000 Penalty: 4584.144531
	Iteration 38Q: 3 clusters Score -1307009 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1307026.625000 Penalty: 4584.144531
	Iteration 39Q: 3 clusters Score -1307027 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1307045.125000 Penalty: 4584.144531
	Iteration 40F: 3 clusters Score -1307045 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1307056.000000 Penalty: 4584.144531
	Iteration 41Q: 3 clusters Score -1307056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1307071.500000 Penalty: 4584.144531
	Iteration 42Q: 3 clusters Score -1307072 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1307086.750000 Penalty: 4584.144531
	Iteration 43Q: 3 clusters Score -1307087 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1307098.500000 Penalty: 4584.144531
	Iteration 44Q: 3 clusters Score -1307098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1307105.875000 Penalty: 4584.144531
	Iteration 45Q: 3 clusters Score -1307106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1307115.375000 Penalty: 4584.144531
	Iteration 46Q: 3 clusters Score -1307115 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1307123.000000 Penalty: 4584.144531
	Iteration 47Q: 3 clusters Score -1307123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1307136.500000 Penalty: 4584.144531
	Iteration 48Q: 3 clusters Score -1307136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1307148.375000 Penalty: 4584.144531
	Iteration 49Q: 3 clusters Score -1307148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1307152.125000 Penalty: 4584.144531
	Iteration 50Q: 3 clusters Score -1307152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1307164.625000 Penalty: 4584.144531
	Iteration 51Q: 3 clusters Score -1307165 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1307172.500000 Penalty: 4584.144531
	Iteration 52Q: 3 clusters Score -1307172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1307190.625000 Penalty: 4584.144531
	Iteration 53Q: 3 clusters Score -1307191 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1307204.125000 Penalty: 4584.144531
	Iteration 54Q: 3 clusters Score -1307204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1307213.750000 Penalty: 4584.144531
	Iteration 55Q: 3 clusters Score -1307214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1307226.500000 Penalty: 4584.144531
	Iteration 56Q: 3 clusters Score -1307226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1307235.125000 Penalty: 4584.144531
	Iteration 57Q: 3 clusters Score -1307235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1307246.000000 Penalty: 4584.144531
	Iteration 58Q: 3 clusters Score -1307246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1307253.125000 Penalty: 4584.144531
	Iteration 59Q: 3 clusters Score -1307253 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1307260.500000 Penalty: 4584.144531
	Iteration 60F: 3 clusters Score -1307260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1307274.500000 Penalty: 4584.144531
	Iteration 61Q: 3 clusters Score -1307274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1307287.125000 Penalty: 4584.144531
	Iteration 62Q: 3 clusters Score -1307287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1307296.750000 Penalty: 4584.144531
	Iteration 63Q: 3 clusters Score -1307297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1307307.000000 Penalty: 4584.144531
	Iteration 64Q: 3 clusters Score -1307307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1307311.750000 Penalty: 4584.144531
	Iteration 65Q: 3 clusters Score -1307312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1307323.750000 Penalty: 4584.144531
	Iteration 66Q: 3 clusters Score -1307324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1307328.125000 Penalty: 4584.144531
	Iteration 67Q: 3 clusters Score -1307328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1307335.000000 Penalty: 4584.144531
	Iteration 68Q: 3 clusters Score -1307335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1307341.750000 Penalty: 4584.144531
	Iteration 69Q: 3 clusters Score -1307342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1307346.625000 Penalty: 4584.144531
	Iteration 70Q: 3 clusters Score -1307347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1307351.875000 Penalty: 4584.144531
	Iteration 71Q: 3 clusters Score -1307352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1307351.750000 Penalty: 4584.144531
	Iteration 72Q: 3 clusters Score -1307352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1307359.375000 Penalty: 4584.144531
	Iteration 73Q: 3 clusters Score -1307359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1307360.250000 Penalty: 4584.144531
	Iteration 74Q: 3 clusters Score -1307360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1307361.250000 Penalty: 4584.144531
	Iteration 75Q: 3 clusters Score -1307361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1307365.000000 Penalty: 4584.144531
	Iteration 76Q: 3 clusters Score -1307365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1307367.875000 Penalty: 4584.144531
	Iteration 77Q: 3 clusters Score -1307368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1307372.375000 Penalty: 4584.144531
	Iteration 78Q: 3 clusters Score -1307372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1307374.000000 Penalty: 4584.144531
	Iteration 79Q: 3 clusters Score -1307374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1307379.750000 Penalty: 4584.144531
	Iteration 80F: 3 clusters Score -1307380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1307385.125000 Penalty: 4584.144531
	Iteration 81Q: 3 clusters Score -1307385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1307391.125000 Penalty: 4584.144531
	Iteration 82Q: 3 clusters Score -1307391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1307398.750000 Penalty: 4584.144531
	Iteration 83Q: 3 clusters Score -1307399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1307403.250000 Penalty: 4584.144531
	Iteration 84Q: 3 clusters Score -1307403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1307406.625000 Penalty: 4584.144531
	Iteration 85Q: 3 clusters Score -1307407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1307415.000000 Penalty: 4584.144531
	Iteration 86Q: 3 clusters Score -1307415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1307423.375000 Penalty: 4584.144531
	Iteration 87Q: 3 clusters Score -1307423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1307430.875000 Penalty: 4584.144531
	Iteration 88Q: 3 clusters Score -1307431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1307435.500000 Penalty: 4584.144531
	Iteration 89Q: 3 clusters Score -1307436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1307438.375000 Penalty: 4584.144531
	Iteration 90Q: 3 clusters Score -1307438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1307443.250000 Penalty: 4584.144531
	Iteration 91Q: 3 clusters Score -1307443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1307448.625000 Penalty: 4584.144531
	Iteration 92Q: 3 clusters Score -1307449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1307453.500000 Penalty: 4584.144531
	Iteration 93Q: 3 clusters Score -1307454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1307455.875000 Penalty: 4584.144531
	Iteration 94Q: 3 clusters Score -1307456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1307456.125000 Penalty: 4584.144531
	Iteration 95Q: 3 clusters Score -1307456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1307463.125000 Penalty: 4584.144531
	Iteration 96Q: 3 clusters Score -1307463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1307465.250000 Penalty: 4584.144531
	Iteration 97Q: 3 clusters Score -1307465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1307473.750000 Penalty: 4584.144531
	Iteration 98Q: 3 clusters Score -1307474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1307477.000000 Penalty: 4584.144531
	Iteration 99Q: 3 clusters Score -1307477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1307486.000000 Penalty: 4584.144531
	Iteration 100F: 3 clusters Score -1307486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1307490.625000 Penalty: 4584.144531
	Iteration 101Q: 3 clusters Score -1307491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1307492.375000 Penalty: 4584.144531
	Iteration 102Q: 3 clusters Score -1307492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1307496.375000 Penalty: 4584.144531
	Iteration 103Q: 3 clusters Score -1307496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1307500.250000 Penalty: 4584.144531
	Iteration 104Q: 3 clusters Score -1307500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1307496.250000 Penalty: 4584.144531
	Iteration 105Q: 3 clusters Score -1307496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1307499.875000 Penalty: 4584.144531
	Iteration 106Q: 3 clusters Score -1307500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1307501.750000 Penalty: 4584.144531
	Iteration 107Q: 3 clusters Score -1307502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1307509.000000 Penalty: 4584.144531
	Iteration 108Q: 3 clusters Score -1307509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1307514.500000 Penalty: 4584.144531
	Iteration 109Q: 3 clusters Score -1307514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1307521.875000 Penalty: 4584.144531
	Iteration 110Q: 3 clusters Score -1307522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1307525.125000 Penalty: 4584.144531
	Iteration 111Q: 3 clusters Score -1307525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1307529.000000 Penalty: 4584.144531
	Iteration 112Q: 3 clusters Score -1307529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1307531.375000 Penalty: 4584.144531
	Iteration 113Q: 3 clusters Score -1307531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1307527.750000 Penalty: 4584.144531
	Iteration 114Q: 3 clusters Score -1307528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1307530.750000 Penalty: 4584.144531
	Iteration 115Q: 3 clusters Score -1307531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1307534.750000 Penalty: 4584.144531
	Iteration 116Q: 3 clusters Score -1307535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1307535.625000 Penalty: 4584.144531
	Iteration 117Q: 3 clusters Score -1307536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1307538.750000 Penalty: 4584.144531
	Iteration 118Q: 3 clusters Score -1307539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1307543.500000 Penalty: 4584.144531
	Iteration 119Q: 3 clusters Score -1307544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1307548.750000 Penalty: 4584.144531
	Iteration 120F: 3 clusters Score -1307549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1307552.875000 Penalty: 4584.144531
	Iteration 121Q: 3 clusters Score -1307553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1307554.500000 Penalty: 4584.144531
	Iteration 122Q: 3 clusters Score -1307554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1307557.625000 Penalty: 4584.144531
	Iteration 123Q: 3 clusters Score -1307558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1307560.875000 Penalty: 4584.144531
	Iteration 124Q: 3 clusters Score -1307561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1307561.375000 Penalty: 4584.144531
	Iteration 125Q: 3 clusters Score -1307561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1307563.000000 Penalty: 4584.144531
	Iteration 126Q: 3 clusters Score -1307563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1307566.125000 Penalty: 4584.144531
	Iteration 127Q: 3 clusters Score -1307566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1307567.375000 Penalty: 4584.144531
	Iteration 128Q: 3 clusters Score -1307567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1307568.750000 Penalty: 4584.144531
	Iteration 129Q: 3 clusters Score -1307569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1307569.375000 Penalty: 4584.144531
	Iteration 130Q: 3 clusters Score -1307569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1307572.625000 Penalty: 4584.144531
	Iteration 131Q: 3 clusters Score -1307573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1307573.875000 Penalty: 4584.144531
	Iteration 132Q: 3 clusters Score -1307574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1307573.750000 Penalty: 4584.144531
	Iteration 133Q: 3 clusters Score -1307574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1307574.750000 Penalty: 4584.144531
	Iteration 134Q: 3 clusters Score -1307575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1307576.750000 Penalty: 4584.144531
	Iteration 135Q: 3 clusters Score -1307577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1307575.125000 Penalty: 4584.144531
	Iteration 136Q: 3 clusters Score -1307575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1307576.375000 Penalty: 4584.144531
	Iteration 137Q: 3 clusters Score -1307576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1307577.000000 Penalty: 4584.144531
	Iteration 138Q: 3 clusters Score -1307577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1307577.625000 Penalty: 4584.144531
	Iteration 139Q: 3 clusters Score -1307578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1307577.500000 Penalty: 4584.144531
	Iteration 140F: 3 clusters Score -1307578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1307577.625000 Penalty: 4584.144531
	Iteration 141Q: 3 clusters Score -1307578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1307579.250000 Penalty: 4584.144531
	Iteration 142Q: 3 clusters Score -1307579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1307581.125000 Penalty: 4584.144531
	Iteration 143Q: 3 clusters Score -1307581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1307584.750000 Penalty: 4584.144531
	Iteration 144Q: 3 clusters Score -1307585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1307584.125000 Penalty: 4584.144531
	Iteration 145Q: 3 clusters Score -1307584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1307579.125000 Penalty: 4584.144531
	Iteration 146Q: 3 clusters Score -1307579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1307579.125000 Penalty: 4584.144531
	Iteration 147F: 3 clusters Score -1307579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -319978.781250 Penalty: 1937.971191
	Iteration 0F: 2 clusters Score -319978.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -317012.843750 Penalty: 3875.942383
	Iteration 0F: 3 clusters Score -317012.8 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -317549.625000 Penalty: 3875.942383
	Iteration 1F: 3 clusters Score -317549.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -317678.281250 Penalty: 3875.942383
	Iteration 2F: 3 clusters Score -317678.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -317756.843750 Penalty: 3875.942383
	Iteration 3Q: 3 clusters Score -317756.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -317808.718750 Penalty: 3875.942383
	Iteration 4Q: 3 clusters Score -317808.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -317854.531250 Penalty: 3875.942383
	Iteration 5Q: 3 clusters Score -317854.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -317892.968750 Penalty: 3875.942383
	Iteration 6Q: 3 clusters Score -317893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -317916.937500 Penalty: 3875.942383
	Iteration 7Q: 3 clusters Score -317916.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -317930.406250 Penalty: 3875.942383
	Iteration 8Q: 3 clusters Score -317930.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -317945.343750 Penalty: 3875.942383
	Iteration 9Q: 3 clusters Score -317945.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -317956.937500 Penalty: 3875.942383
	Iteration 10Q: 3 clusters Score -317956.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -317967.625000 Penalty: 3875.942383
	Iteration 11Q: 3 clusters Score -317967.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -317976.187500 Penalty: 3875.942383
	Iteration 12Q: 3 clusters Score -317976.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -317980.375000 Penalty: 3875.942383
	Iteration 13Q: 3 clusters Score -317980.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -317986.062500 Penalty: 3875.942383
	Iteration 14Q: 3 clusters Score -317986.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -317994.656250 Penalty: 3875.942383
	Iteration 15Q: 3 clusters Score -317994.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -318000.531250 Penalty: 3875.942383
	Iteration 16Q: 3 clusters Score -318000.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -318007.000000 Penalty: 3875.942383
	Iteration 17Q: 3 clusters Score -318007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -318011.281250 Penalty: 3875.942383
	Iteration 18Q: 3 clusters Score -318011.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -318012.031250 Penalty: 3875.942383
	Iteration 19Q: 3 clusters Score -318012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -318012.656250 Penalty: 3875.942383
	Iteration 20F: 3 clusters Score -318012.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -318013.125000 Penalty: 3875.942383
	Iteration 21Q: 3 clusters Score -318013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -318014.031250 Penalty: 3875.942383
	Iteration 22Q: 3 clusters Score -318014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -318014.031250 Penalty: 3875.942383
	Iteration 23F: 3 clusters Score -318014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (8492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Entering Unmasked Estep 
Score: -1038714.375000 Penalty: 2243.626221
	Iteration 0F: 2 clusters Score -1038714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1031983.000000 Penalty: 4487.252441
	Iteration 0F: 3 clusters Score -1031983 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1034024.312500 Penalty: 4487.252441
	Iteration 1F: 3 clusters Score -1034024 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1034515.187500 Penalty: 4487.252441
	Iteration 2F: 3 clusters Score -1034515 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1034952.875000 Penalty: 4487.252441
	Iteration 3F: 3 clusters Score -1034953 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1035293.812500 Penalty: 4487.252441
	Iteration 4F: 3 clusters Score -1035294 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1035577.625000 Penalty: 4487.252441
	Iteration 5Q: 3 clusters Score -1035578 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1035823.437500 Penalty: 4487.252441
	Iteration 6Q: 3 clusters Score -1035823 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1035988.500000 Penalty: 4487.252441
	Iteration 7Q: 3 clusters Score -1035988 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1036097.812500 Penalty: 4487.252441
	Iteration 8Q: 3 clusters Score -1036098 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1036160.562500 Penalty: 4487.252441
	Iteration 9Q: 3 clusters Score -1036161 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1036193.687500 Penalty: 4487.252441
	Iteration 10Q: 3 clusters Score -1036194 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1036221.000000 Penalty: 4487.252441
	Iteration 11Q: 3 clusters Score -1036221 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1036243.187500 Penalty: 4487.252441
	Iteration 12Q: 3 clusters Score -1036243 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1036265.062500 Penalty: 4487.252441
	Iteration 13Q: 3 clusters Score -1036265 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1036286.437500 Penalty: 4487.252441
	Iteration 14Q: 3 clusters Score -1036286 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1036306.562500 Penalty: 4487.252441
	Iteration 15Q: 3 clusters Score -1036307 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1036332.125000 Penalty: 4487.252441
	Iteration 16Q: 3 clusters Score -1036332 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1036353.750000 Penalty: 4487.252441
	Iteration 17Q: 3 clusters Score -1036354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1036369.187500 Penalty: 4487.252441
	Iteration 18Q: 3 clusters Score -1036369 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1036383.437500 Penalty: 4487.252441
	Iteration 19Q: 3 clusters Score -1036383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1036395.312500 Penalty: 4487.252441
	Iteration 20F: 3 clusters Score -1036395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1036406.000000 Penalty: 4487.252441
	Iteration 21Q: 3 clusters Score -1036406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1036414.687500 Penalty: 4487.252441
	Iteration 22Q: 3 clusters Score -1036415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1036427.687500 Penalty: 4487.252441
	Iteration 23Q: 3 clusters Score -1036428 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1036441.812500 Penalty: 4487.252441
	Iteration 24Q: 3 clusters Score -1036442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1036450.375000 Penalty: 4487.252441
	Iteration 25Q: 3 clusters Score -1036450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1036459.625000 Penalty: 4487.252441
	Iteration 26Q: 3 clusters Score -1036460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1036471.625000 Penalty: 4487.252441
	Iteration 27Q: 3 clusters Score -1036472 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1036488.687500 Penalty: 4487.252441
	Iteration 28Q: 3 clusters Score -1036489 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1036507.500000 Penalty: 4487.252441
	Iteration 29Q: 3 clusters Score -1036508 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1036522.125000 Penalty: 4487.252441
	Iteration 30Q: 3 clusters Score -1036522 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1036537.625000 Penalty: 4487.252441
	Iteration 31Q: 3 clusters Score -1036538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1036546.500000 Penalty: 4487.252441
	Iteration 32Q: 3 clusters Score -1036546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1036555.937500 Penalty: 4487.252441
	Iteration 33Q: 3 clusters Score -1036556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1036564.312500 Penalty: 4487.252441
	Iteration 34Q: 3 clusters Score -1036564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1036574.687500 Penalty: 4487.252441
	Iteration 35Q: 3 clusters Score -1036575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1036581.875000 Penalty: 4487.252441
	Iteration 36Q: 3 clusters Score -1036582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1036589.312500 Penalty: 4487.252441
	Iteration 37Q: 3 clusters Score -1036589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1036595.750000 Penalty: 4487.252441
	Iteration 38Q: 3 clusters Score -1036596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1036603.937500 Penalty: 4487.252441
	Iteration 39Q: 3 clusters Score -1036604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1036618.125000 Penalty: 4487.252441
	Iteration 40F: 3 clusters Score -1036618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1036636.625000 Penalty: 4487.252441
	Iteration 41Q: 3 clusters Score -1036637 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1036653.625000 Penalty: 4487.252441
	Iteration 42Q: 3 clusters Score -1036654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1036671.437500 Penalty: 4487.252441
	Iteration 43Q: 3 clusters Score -1036671 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1036692.312500 Penalty: 4487.252441
	Iteration 44Q: 3 clusters Score -1036692 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1036709.375000 Penalty: 4487.252441
	Iteration 45Q: 3 clusters Score -1036709 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1036730.062500 Penalty: 4487.252441
	Iteration 46Q: 3 clusters Score -1036730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1036747.875000 Penalty: 4487.252441
	Iteration 47Q: 3 clusters Score -1036748 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1036768.562500 Penalty: 4487.252441
	Iteration 48Q: 3 clusters Score -1036769 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1036799.375000 Penalty: 4487.252441
	Iteration 49Q: 3 clusters Score -1036799 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1036821.500000 Penalty: 4487.252441
	Iteration 50Q: 3 clusters Score -1036822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1036843.562500 Penalty: 4487.252441
	Iteration 51Q: 3 clusters Score -1036844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1036867.875000 Penalty: 4487.252441
	Iteration 52Q: 3 clusters Score -1036868 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1036902.187500 Penalty: 4487.252441
	Iteration 53Q: 3 clusters Score -1036902 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1036937.187500 Penalty: 4487.252441
	Iteration 54Q: 3 clusters Score -1036937 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1036971.812500 Penalty: 4487.252441
	Iteration 55Q: 3 clusters Score -1036972 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1037002.375000 Penalty: 4487.252441
	Iteration 56Q: 3 clusters Score -1037002 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1037033.625000 Penalty: 4487.252441
	Iteration 57Q: 3 clusters Score -1037034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1037064.625000 Penalty: 4487.252441
	Iteration 58Q: 3 clusters Score -1037065 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1037094.500000 Penalty: 4487.252441
	Iteration 59Q: 3 clusters Score -1037094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1037118.500000 Penalty: 4487.252441
	Iteration 60F: 3 clusters Score -1037118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1037142.875000 Penalty: 4487.252441
	Iteration 61Q: 3 clusters Score -1037143 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1037167.625000 Penalty: 4487.252441
	Iteration 62Q: 3 clusters Score -1037168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1037186.312500 Penalty: 4487.252441
	Iteration 63Q: 3 clusters Score -1037186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1037208.375000 Penalty: 4487.252441
	Iteration 64Q: 3 clusters Score -1037208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1037228.375000 Penalty: 4487.252441
	Iteration 65Q: 3 clusters Score -1037228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1037237.062500 Penalty: 4487.252441
	Iteration 66Q: 3 clusters Score -1037237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1037243.625000 Penalty: 4487.252441
	Iteration 67Q: 3 clusters Score -1037244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1037249.062500 Penalty: 4487.252441
	Iteration 68Q: 3 clusters Score -1037249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1037260.625000 Penalty: 4487.252441
	Iteration 69Q: 3 clusters Score -1037261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1037265.375000 Penalty: 4487.252441
	Iteration 70Q: 3 clusters Score -1037265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1037270.187500 Penalty: 4487.252441
	Iteration 71Q: 3 clusters Score -1037270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1037275.312500 Penalty: 4487.252441
	Iteration 72Q: 3 clusters Score -1037275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1037282.000000 Penalty: 4487.252441
	Iteration 73Q: 3 clusters Score -1037282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1037285.187500 Penalty: 4487.252441
	Iteration 74Q: 3 clusters Score -1037285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1037287.437500 Penalty: 4487.252441
	Iteration 75Q: 3 clusters Score -1037287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1037292.000000 Penalty: 4487.252441
	Iteration 76Q: 3 clusters Score -1037292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1037293.500000 Penalty: 4487.252441
	Iteration 77Q: 3 clusters Score -1037294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1037297.500000 Penalty: 4487.252441
	Iteration 78Q: 3 clusters Score -1037298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1037296.062500 Penalty: 4487.252441
	Iteration 79Q: 3 clusters Score -1037296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1037295.937500 Penalty: 4487.252441
	Iteration 80F: 3 clusters Score -1037296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -50028.710938 Penalty: 1497.983154
	Iteration 0F: 2 clusters Score -50028.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48565.566406 Penalty: 2995.966309
	Iteration 0F: 3 clusters Score -48565.57 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48725.726562 Penalty: 2995.966309
	Iteration 1F: 3 clusters Score -48725.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48770.945312 Penalty: 2995.966309
	Iteration 2F: 3 clusters Score -48770.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48801.492188 Penalty: 2995.966309
	Iteration 3Q: 3 clusters Score -48801.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48805.066406 Penalty: 2995.966309
	Iteration 4Q: 3 clusters Score -48805.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48815.859375 Penalty: 2995.966309
	Iteration 5Q: 3 clusters Score -48815.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48819.183594 Penalty: 2995.966309
	Iteration 6Q: 3 clusters Score -48819.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48822.437500 Penalty: 2995.966309
	Iteration 7Q: 3 clusters Score -48822.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48832.398438 Penalty: 2995.966309
	Iteration 8Q: 3 clusters Score -48832.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48840.148438 Penalty: 2995.966309
	Iteration 9Q: 3 clusters Score -48840.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48843.250000 Penalty: 2995.966309
	Iteration 10Q: 3 clusters Score -48843.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48848.261719 Penalty: 2995.966309
	Iteration 11Q: 3 clusters Score -48848.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48851.453125 Penalty: 2995.966309
	Iteration 12Q: 3 clusters Score -48851.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48851.453125 Penalty: 2995.966309
	Iteration 13F: 3 clusters Score -48851.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (44676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Entering Unmasked Estep 
Score: -5863379.500000 Penalty: 2655.383545
	Iteration 0F: 2 clusters Score -5863380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -5833239.000000 Penalty: 5310.767090
	Iteration 0F: 3 clusters Score -5833239 nChanged 20493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -5844482.000000 Penalty: 5310.767090
	Iteration 1F: 3 clusters Score -5844482 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -5845066.000000 Penalty: 5310.767090
	Iteration 2Q: 3 clusters Score -5845066 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -5845817.000000 Penalty: 5310.767090
	Iteration 3Q: 3 clusters Score -5845817 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -5847026.500000 Penalty: 5310.767090
	Iteration 4F: 3 clusters Score -5847026 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -5849038.000000 Penalty: 5310.767090
	Iteration 5F: 3 clusters Score -5849038 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -5852048.000000 Penalty: 5310.767090
	Iteration 6F: 3 clusters Score -5852048 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -5855181.000000 Penalty: 5310.767090
	Iteration 7F: 3 clusters Score -5855181 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -5857661.000000 Penalty: 5310.767090
	Iteration 8F: 3 clusters Score -5857661 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -5859232.500000 Penalty: 5310.767090
	Iteration 9Q: 3 clusters Score -5859232 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5860089.500000 Penalty: 5310.767090
	Iteration 10Q: 3 clusters Score -5860090 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5860553.000000 Penalty: 5310.767090
	Iteration 11Q: 3 clusters Score -5860553 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5860770.000000 Penalty: 5310.767090
	Iteration 12Q: 3 clusters Score -5860770 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5860885.000000 Penalty: 5310.767090
	Iteration 13Q: 3 clusters Score -5860885 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5860954.000000 Penalty: 5310.767090
	Iteration 14Q: 3 clusters Score -5860954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5861009.000000 Penalty: 5310.767090
	Iteration 15Q: 3 clusters Score -5861009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5861032.500000 Penalty: 5310.767090
	Iteration 16Q: 3 clusters Score -5861032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5861050.000000 Penalty: 5310.767090
	Iteration 17Q: 3 clusters Score -5861050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5861072.000000 Penalty: 5310.767090
	Iteration 18Q: 3 clusters Score -5861072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5861093.000000 Penalty: 5310.767090
	Iteration 19Q: 3 clusters Score -5861093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5861115.000000 Penalty: 5310.767090
	Iteration 20F: 3 clusters Score -5861115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5861121.000000 Penalty: 5310.767090
	Iteration 21Q: 3 clusters Score -5861121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5861135.000000 Penalty: 5310.767090
	Iteration 22Q: 3 clusters Score -5861135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5861135.500000 Penalty: 5310.767090
	Iteration 23Q: 3 clusters Score -5861136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5861134.500000 Penalty: 5310.767090
	Iteration 24Q: 3 clusters Score -5861134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5861135.500000 Penalty: 5310.767090
	Iteration 25Q: 3 clusters Score -5861136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5861135.500000 Penalty: 5310.767090
	Iteration 26F: 3 clusters Score -5861136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -60976.957031 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -60976.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59437.136719 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -59437.14 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59648.042969 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -59648.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59745.667969 Penalty: 3100.944336
	Iteration 2F: 3 clusters Score -59745.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59859.867188 Penalty: 3100.944336
	Iteration 3Q: 3 clusters Score -59859.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59933.269531 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -59933.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -59957.703125 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -59957.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59988.003906 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -59988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60105.179688 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -60105.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -60156.335938 Penalty: 3100.944336
	Iteration 8Q: 3 clusters Score -60156.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -60183.683594 Penalty: 3100.944336
	Iteration 9Q: 3 clusters Score -60183.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60218.371094 Penalty: 3100.944336
	Iteration 10Q: 3 clusters Score -60218.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60236.957031 Penalty: 3100.944336
	Iteration 11Q: 3 clusters Score -60236.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60265.191406 Penalty: 3100.944336
	Iteration 12Q: 3 clusters Score -60265.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60283.855469 Penalty: 3100.944336
	Iteration 13Q: 3 clusters Score -60283.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60303.097656 Penalty: 3100.944336
	Iteration 14Q: 3 clusters Score -60303.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -60347.363281 Penalty: 3100.944336
	Iteration 15Q: 3 clusters Score -60347.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -60440.996094 Penalty: 3100.944336
	Iteration 16Q: 3 clusters Score -60441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -60532.382812 Penalty: 3100.944336
	Iteration 17Q: 3 clusters Score -60532.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -60562.699219 Penalty: 3100.944336
	Iteration 18Q: 3 clusters Score -60562.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -60599.914062 Penalty: 3100.944336
	Iteration 19Q: 3 clusters Score -60599.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60639.316406 Penalty: 3100.944336
	Iteration 20F: 3 clusters Score -60639.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60681.359375 Penalty: 3100.944336
	Iteration 21Q: 3 clusters Score -60681.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -60758.445312 Penalty: 3100.944336
	Iteration 22Q: 3 clusters Score -60758.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60892.351562 Penalty: 3100.944336
	Iteration 23Q: 3 clusters Score -60892.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60918.019531 Penalty: 3100.944336
	Iteration 24Q: 3 clusters Score -60918.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60934.195312 Penalty: 3100.944336
	Iteration 25Q: 3 clusters Score -60934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -60938.808594 Penalty: 3100.944336
	Iteration 26Q: 3 clusters Score -60938.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60941.250000 Penalty: 3100.944336
	Iteration 27Q: 3 clusters Score -60941.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60942.773438 Penalty: 3100.944336
	Iteration 28Q: 3 clusters Score -60942.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -60944.289062 Penalty: 3100.944336
	Iteration 29Q: 3 clusters Score -60944.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -60944.289062 Penalty: 3100.944336
	Iteration 30F: 3 clusters Score -60944.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -56013.648438 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -56013.65 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 230 members 
Entering Unmasked Estep 
Score: -54587.804688 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -54587.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54780.207031 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -54780.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54838.742188 Penalty: 3072.425049
	Iteration 2Q: 3 clusters Score -54838.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54856.910156 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -54856.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54874.898438 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -54874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54880.464844 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -54880.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54880.464844 Penalty: 3072.425049
	Iteration 6F: 3 clusters Score -54880.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -133281.078125 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -133281.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -131249.171875 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -131249.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -131666.203125 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -131666.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -131771.328125 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -131771.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -131840.671875 Penalty: 3495.568604
	Iteration 3Q: 3 clusters Score -131840.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -131887.031250 Penalty: 3495.568604
	Iteration 4Q: 3 clusters Score -131887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -131920.406250 Penalty: 3495.568604
	Iteration 5Q: 3 clusters Score -131920.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -131942.625000 Penalty: 3495.568604
	Iteration 6Q: 3 clusters Score -131942.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -131959.484375 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -131959.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -131972.781250 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -131972.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -131989.296875 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -131989.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -132004.484375 Penalty: 3495.568604
	Iteration 10Q: 3 clusters Score -132004.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -132007.406250 Penalty: 3495.568604
	Iteration 11Q: 3 clusters Score -132007.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -132009.562500 Penalty: 3495.568604
	Iteration 12Q: 3 clusters Score -132009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -132011.828125 Penalty: 3495.568604
	Iteration 13Q: 3 clusters Score -132011.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -132014.312500 Penalty: 3495.568604
	Iteration 14Q: 3 clusters Score -132014.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -132017.562500 Penalty: 3495.568604
	Iteration 15Q: 3 clusters Score -132017.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -132017.562500 Penalty: 3495.568604
	Iteration 16F: 3 clusters Score -132017.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -66090.804688 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -66090.8 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: -64542.015625 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -64542.02 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64759.414062 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -64759.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64821.164062 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -64821.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64851.988281 Penalty: 3111.347168
	Iteration 3Q: 3 clusters Score -64851.99 nChanged 11
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: -64877.523438 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -64877.52 nChanged 7
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: -64900.644531 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -64900.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64906.750000 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -64906.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64910.386719 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -64910.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64920.085938 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -64920.09 nChanged 5
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: -64928.699219 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -64928.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64933.292969 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -64933.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64937.640625 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -64937.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64952.765625 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -64952.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64962.503906 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -64962.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64972.855469 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -64972.86 nChanged 4
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: -64978.726562 Penalty: 3111.347168
	Iteration 15Q: 3 clusters Score -64978.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64982.640625 Penalty: 3111.347168
	Iteration 16Q: 3 clusters Score -64982.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64983.414062 Penalty: 3111.347168
	Iteration 17Q: 3 clusters Score -64983.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64983.414062 Penalty: 3111.347168
	Iteration 18F: 3 clusters Score -64983.41 nChanged 0
--- Evaluating fit on full set of 1738268 points ---
Entering Unmasked Estep 
Score: -221164160.000000 Penalty: 138971.156250
22->40 Clusters: Score -221164160.000000, best is -221146896.000000
THE BEST YET!

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 579422 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 26392 members 
Mstep: Class 3 contains 26430 members 
Mstep: Class 4 contains 26205 members 
Mstep: Class 5 contains 26227 members 
Mstep: Class 6 contains 26302 members 
Mstep: Class 7 contains 26604 members 
Mstep: Class 8 contains 25961 members 
Mstep: Class 9 contains 26255 members 
Mstep: Class 10 contains 26283 members 
Mstep: Class 11 contains 26256 members 
Mstep: Class 12 contains 26237 members 
Mstep: Class 13 contains 26531 members 
Mstep: Class 14 contains 26229 members 
Mstep: Class 15 contains 26573 members 
Mstep: Class 16 contains 26246 members 
Mstep: Class 17 contains 26190 members 
Mstep: Class 18 contains 26110 members 
Mstep: Class 19 contains 26473 members 
Mstep: Class 20 contains 26554 members 
Mstep: Class 21 contains 26379 members 
Mstep: Class 22 contains 26274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 178.029419 but Gain 3290.906250
Score: -69123800.000000 Penalty: 69109.046875
Iteration 0F: 22 clusters Score -6.91238e+07 nChanged 551258
Entering Unmasked Mstep 
Mstep: Class 0 contains 2481 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 18999 members 
Mstep: Class 3 contains 2157 members 
Mstep: Class 4 contains 5592 members 
Mstep: Class 5 contains 10881 members 
Mstep: Class 6 contains 11968 members 
Mstep: Class 7 contains 57234 members 
Mstep: Class 8 contains 39650 members 
Mstep: Class 9 contains 134781 members 
Mstep: Class 10 contains 45375 members 
Mstep: Class 11 contains 16607 members 
Mstep: Class 12 contains 28829 members 
Mstep: Class 13 contains 41483 members 
Mstep: Class 14 contains 22643 members 
Mstep: Class 16 contains 9946 members 
Mstep: Class 17 contains 31689 members 
Mstep: Class 18 contains 7967 members 
Mstep: Class 19 contains 33363 members 
Mstep: Class 20 contains 19109 members 
Mstep: Class 21 contains 4487 members 
Mstep: Class 22 contains 18788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -71468744.000000 Penalty: 69109.046875
Iteration 1F: 22 clusters Score -7.146874e+07 nChanged 258524
Entering Unmasked Mstep 
Mstep: Class 0 contains 2460 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 11326 members 
Mstep: Class 3 contains 836 members 
Mstep: Class 4 contains 5654 members 
Mstep: Class 5 contains 5952 members 
Mstep: Class 6 contains 11573 members 
Mstep: Class 7 contains 69210 members 
Mstep: Class 8 contains 57194 members 
Mstep: Class 9 contains 164615 members 
Mstep: Class 10 contains 34809 members 
Mstep: Class 11 contains 10832 members 
Mstep: Class 12 contains 28542 members 
Mstep: Class 13 contains 33424 members 
Mstep: Class 14 contains 27423 members 
Mstep: Class 16 contains 6313 members 
Mstep: Class 17 contains 21692 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 28223 members 
Mstep: Class 20 contains 28016 members 
Mstep: Class 21 contains 3981 members 
Mstep: Class 22 contains 7159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72375688.000000 Penalty: 69109.046875
Iteration 2F: 22 clusters Score -7.237569e+07 nChanged 179871
Entering Unmasked Mstep 
Mstep: Class 0 contains 1271 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 6618 members 
Mstep: Class 3 contains 1329 members 
Mstep: Class 4 contains 10282 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 10915 members 
Mstep: Class 7 contains 73914 members 
Mstep: Class 8 contains 58080 members 
Mstep: Class 9 contains 145122 members 
Mstep: Class 10 contains 34114 members 
Mstep: Class 11 contains 6477 members 
Mstep: Class 12 contains 34288 members 
Mstep: Class 13 contains 35553 members 
Mstep: Class 14 contains 42995 members 
Mstep: Class 16 contains 3665 members 
Mstep: Class 17 contains 20433 members 
Mstep: Class 18 contains 4101 members 
Mstep: Class 19 contains 28554 members 
Mstep: Class 20 contains 40138 members 
Mstep: Class 21 contains 3518 members 
Mstep: Class 22 contains 2997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2943.241699 but Gain 3290.906250
Score: -72993040.000000 Penalty: 65818.140625
Iteration 3F: 21 clusters Score -7.299304e+07 nChanged 139656
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 5307 members 
Mstep: Class 3 contains 1572 members 
Mstep: Class 4 contains 17146 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 7731 members 
Mstep: Class 7 contains 68289 members 
Mstep: Class 8 contains 43557 members 
Mstep: Class 9 contains 123847 members 
Mstep: Class 10 contains 31576 members 
Mstep: Class 11 contains 4806 members 
Mstep: Class 12 contains 45666 members 
Mstep: Class 13 contains 27846 members 
Mstep: Class 14 contains 82295 members 
Mstep: Class 16 contains 2817 members 
Mstep: Class 17 contains 24117 members 
Mstep: Class 19 contains 30724 members 
Mstep: Class 20 contains 45208 members 
Mstep: Class 21 contains 3059 members 
Mstep: Class 22 contains 3070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73289360.000000 Penalty: 65818.140625
Iteration 4F: 21 clusters Score -7.328936e+07 nChanged 99303
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5449 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 21741 members 
Mstep: Class 5 contains 2210 members 
Mstep: Class 6 contains 6181 members 
Mstep: Class 7 contains 67325 members 
Mstep: Class 8 contains 29172 members 
Mstep: Class 9 contains 107417 members 
Mstep: Class 10 contains 29239 members 
Mstep: Class 11 contains 4180 members 
Mstep: Class 12 contains 52991 members 
Mstep: Class 13 contains 16445 members 
Mstep: Class 14 contains 115557 members 
Mstep: Class 16 contains 2527 members 
Mstep: Class 17 contains 30722 members 
Mstep: Class 19 contains 30542 members 
Mstep: Class 20 contains 44733 members 
Mstep: Class 21 contains 2995 members 
Mstep: Class 22 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73444008.000000 Penalty: 65818.140625
Iteration 5F: 21 clusters Score -7.344401e+07 nChanged 69509
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5837 members 
Mstep: Class 3 contains 1615 members 
Mstep: Class 4 contains 24432 members 
Mstep: Class 5 contains 2912 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 77856 members 
Mstep: Class 8 contains 17929 members 
Mstep: Class 9 contains 91970 members 
Mstep: Class 10 contains 28302 members 
Mstep: Class 11 contains 4075 members 
Mstep: Class 12 contains 56924 members 
Mstep: Class 13 contains 10623 members 
Mstep: Class 14 contains 130793 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 37311 members 
Mstep: Class 19 contains 29002 members 
Mstep: Class 20 contains 41932 members 
Mstep: Class 21 contains 3535 members 
Mstep: Class 22 contains 2559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73539592.000000 Penalty: 65818.140625
Iteration 6F: 21 clusters Score -7.353959e+07 nChanged 50477
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5970 members 
Mstep: Class 3 contains 1607 members 
Mstep: Class 4 contains 25749 members 
Mstep: Class 5 contains 4322 members 
Mstep: Class 6 contains 6016 members 
Mstep: Class 7 contains 90544 members 
Mstep: Class 8 contains 10303 members 
Mstep: Class 9 contains 77964 members 
Mstep: Class 10 contains 28705 members 
Mstep: Class 11 contains 4123 members 
Mstep: Class 12 contains 58471 members 
Mstep: Class 13 contains 8402 members 
Mstep: Class 14 contains 136215 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 42669 members 
Mstep: Class 19 contains 27301 members 
Mstep: Class 20 contains 39861 members 
Mstep: Class 21 contains 4281 members 
Mstep: Class 22 contains 2476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73593760.000000 Penalty: 65818.140625
Iteration 7F: 21 clusters Score -7.359376e+07 nChanged 34922
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6018 members 
Mstep: Class 3 contains 1606 members 
Mstep: Class 4 contains 26149 members 
Mstep: Class 5 contains 5718 members 
Mstep: Class 6 contains 6137 members 
Mstep: Class 7 contains 101083 members 
Mstep: Class 8 contains 6262 members 
Mstep: Class 9 contains 66338 members 
Mstep: Class 10 contains 29797 members 
Mstep: Class 11 contains 4239 members 
Mstep: Class 12 contains 58596 members 
Mstep: Class 13 contains 7467 members 
Mstep: Class 14 contains 137577 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 46358 members 
Mstep: Class 19 contains 26082 members 
Mstep: Class 20 contains 38591 members 
Mstep: Class 21 contains 5193 members 
Mstep: Class 22 contains 2430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73624176.000000 Penalty: 65818.140625
Iteration 8F: 21 clusters Score -7.362418e+07 nChanged 26023
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6077 members 
Mstep: Class 3 contains 1609 members 
Mstep: Class 4 contains 25964 members 
Mstep: Class 5 contains 6809 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 109683 members 
Mstep: Class 8 contains 4535 members 
Mstep: Class 9 contains 56730 members 
Mstep: Class 10 contains 31132 members 
Mstep: Class 11 contains 4318 members 
Mstep: Class 12 contains 58064 members 
Mstep: Class 13 contains 7238 members 
Mstep: Class 14 contains 137455 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 48840 members 
Mstep: Class 19 contains 25248 members 
Mstep: Class 20 contains 37623 members 
Mstep: Class 21 contains 6024 members 
Mstep: Class 22 contains 2392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73645008.000000 Penalty: 65818.140625
Iteration 9Q: 21 clusters Score -7.364501e+07 nChanged 20372
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6097 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 25616 members 
Mstep: Class 5 contains 7605 members 
Mstep: Class 6 contains 6284 members 
Mstep: Class 7 contains 116363 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 49102 members 
Mstep: Class 10 contains 32167 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 57211 members 
Mstep: Class 13 contains 7271 members 
Mstep: Class 14 contains 136770 members 
Mstep: Class 16 contains 1212 members 
Mstep: Class 17 contains 50860 members 
Mstep: Class 19 contains 24695 members 
Mstep: Class 20 contains 36867 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 2380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73661240.000000 Penalty: 65818.140625
Iteration 10Q: 21 clusters Score -7.366124e+07 nChanged 16887
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6051 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 25216 members 
Mstep: Class 5 contains 8156 members 
Mstep: Class 6 contains 6377 members 
Mstep: Class 7 contains 121531 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 43372 members 
Mstep: Class 10 contains 32904 members 
Mstep: Class 11 contains 4461 members 
Mstep: Class 12 contains 56055 members 
Mstep: Class 13 contains 7359 members 
Mstep: Class 14 contains 135971 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 17 contains 52505 members 
Mstep: Class 19 contains 24352 members 
Mstep: Class 20 contains 36231 members 
Mstep: Class 21 contains 7153 members 
Mstep: Class 22 contains 2375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73679712.000000 Penalty: 65818.140625
Iteration 11Q: 21 clusters Score -7.367971e+07 nChanged 14830
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 1629 members 
Mstep: Class 4 contains 24872 members 
Mstep: Class 5 contains 8537 members 
Mstep: Class 6 contains 6596 members 
Mstep: Class 7 contains 125314 members 
Mstep: Class 8 contains 5476 members 
Mstep: Class 9 contains 39578 members 
Mstep: Class 10 contains 33275 members 
Mstep: Class 11 contains 4529 members 
Mstep: Class 12 contains 54322 members 
Mstep: Class 13 contains 7436 members 
Mstep: Class 14 contains 135031 members 
Mstep: Class 16 contains 1101 members 
Mstep: Class 17 contains 53835 members 
Mstep: Class 19 contains 23821 members 
Mstep: Class 20 contains 35808 members 
Mstep: Class 21 contains 7436 members 
Mstep: Class 22 contains 2375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73702760.000000 Penalty: 65818.140625
Iteration 12Q: 21 clusters Score -7.370276e+07 nChanged 12940
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 1641 members 
Mstep: Class 4 contains 24509 members 
Mstep: Class 5 contains 8833 members 
Mstep: Class 6 contains 7157 members 
Mstep: Class 7 contains 127342 members 
Mstep: Class 8 contains 7926 members 
Mstep: Class 9 contains 38411 members 
Mstep: Class 10 contains 33184 members 
Mstep: Class 11 contains 4519 members 
Mstep: Class 12 contains 51741 members 
Mstep: Class 13 contains 7310 members 
Mstep: Class 14 contains 133970 members 
Mstep: Class 16 contains 1115 members 
Mstep: Class 17 contains 54657 members 
Mstep: Class 19 contains 22883 members 
Mstep: Class 20 contains 35526 members 
Mstep: Class 21 contains 7771 members 
Mstep: Class 22 contains 2373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73718336.000000 Penalty: 65818.140625
Iteration 13Q: 21 clusters Score -7.371834e+07 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5782 members 
Mstep: Class 3 contains 1670 members 
Mstep: Class 4 contains 24198 members 
Mstep: Class 5 contains 9108 members 
Mstep: Class 6 contains 8044 members 
Mstep: Class 7 contains 128174 members 
Mstep: Class 8 contains 10558 members 
Mstep: Class 9 contains 37767 members 
Mstep: Class 10 contains 32797 members 
Mstep: Class 11 contains 4473 members 
Mstep: Class 12 contains 49285 members 
Mstep: Class 13 contains 6990 members 
Mstep: Class 14 contains 133456 members 
Mstep: Class 16 contains 1120 members 
Mstep: Class 17 contains 55283 members 
Mstep: Class 19 contains 21752 members 
Mstep: Class 20 contains 35395 members 
Mstep: Class 21 contains 8394 members 
Mstep: Class 22 contains 2373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73728176.000000 Penalty: 65818.140625
Iteration 14Q: 21 clusters Score -7.372818e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5651 members 
Mstep: Class 3 contains 1697 members 
Mstep: Class 4 contains 24007 members 
Mstep: Class 5 contains 9312 members 
Mstep: Class 6 contains 8988 members 
Mstep: Class 7 contains 128726 members 
Mstep: Class 8 contains 12829 members 
Mstep: Class 9 contains 37175 members 
Mstep: Class 10 contains 32393 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 47385 members 
Mstep: Class 13 contains 6610 members 
Mstep: Class 14 contains 133163 members 
Mstep: Class 16 contains 1101 members 
Mstep: Class 17 contains 55758 members 
Mstep: Class 19 contains 20775 members 
Mstep: Class 20 contains 35301 members 
Mstep: Class 21 contains 8832 members 
Mstep: Class 22 contains 2374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73733592.000000 Penalty: 65818.140625
Iteration 15Q: 21 clusters Score -7.373359e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 5528 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 23889 members 
Mstep: Class 5 contains 9443 members 
Mstep: Class 6 contains 9950 members 
Mstep: Class 7 contains 129122 members 
Mstep: Class 8 contains 14623 members 
Mstep: Class 9 contains 36801 members 
Mstep: Class 10 contains 32060 members 
Mstep: Class 11 contains 4263 members 
Mstep: Class 12 contains 46018 members 
Mstep: Class 13 contains 6195 members 
Mstep: Class 14 contains 132753 members 
Mstep: Class 16 contains 1077 members 
Mstep: Class 17 contains 56174 members 
Mstep: Class 19 contains 19979 members 
Mstep: Class 20 contains 35235 members 
Mstep: Class 21 contains 9080 members 
Mstep: Class 22 contains 2379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73736824.000000 Penalty: 65818.140625
Iteration 16Q: 21 clusters Score -7.373682e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5454 members 
Mstep: Class 3 contains 1741 members 
Mstep: Class 4 contains 23802 members 
Mstep: Class 5 contains 9514 members 
Mstep: Class 6 contains 10947 members 
Mstep: Class 7 contains 129419 members 
Mstep: Class 8 contains 15992 members 
Mstep: Class 9 contains 36557 members 
Mstep: Class 10 contains 31799 members 
Mstep: Class 11 contains 4161 members 
Mstep: Class 12 contains 45020 members 
Mstep: Class 13 contains 5744 members 
Mstep: Class 14 contains 132287 members 
Mstep: Class 16 contains 1046 members 
Mstep: Class 17 contains 56484 members 
Mstep: Class 19 contains 19341 members 
Mstep: Class 20 contains 35197 members 
Mstep: Class 21 contains 9230 members 
Mstep: Class 22 contains 2382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73739320.000000 Penalty: 65818.140625
Iteration 17Q: 21 clusters Score -7.373932e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 5377 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 23716 members 
Mstep: Class 5 contains 9550 members 
Mstep: Class 6 contains 12032 members 
Mstep: Class 7 contains 129689 members 
Mstep: Class 8 contains 17011 members 
Mstep: Class 9 contains 36397 members 
Mstep: Class 10 contains 31584 members 
Mstep: Class 11 contains 4052 members 
Mstep: Class 12 contains 44316 members 
Mstep: Class 13 contains 5230 members 
Mstep: Class 14 contains 131831 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 56712 members 
Mstep: Class 19 contains 18808 members 
Mstep: Class 20 contains 35200 members 
Mstep: Class 21 contains 9311 members 
Mstep: Class 22 contains 2381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73741480.000000 Penalty: 65818.140625
Iteration 18Q: 21 clusters Score -7.374148e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5320 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 23623 members 
Mstep: Class 5 contains 9571 members 
Mstep: Class 6 contains 13107 members 
Mstep: Class 7 contains 129915 members 
Mstep: Class 8 contains 17726 members 
Mstep: Class 9 contains 36291 members 
Mstep: Class 10 contains 31404 members 
Mstep: Class 11 contains 3987 members 
Mstep: Class 12 contains 43821 members 
Mstep: Class 13 contains 4772 members 
Mstep: Class 14 contains 131351 members 
Mstep: Class 16 contains 924 members 
Mstep: Class 17 contains 56889 members 
Mstep: Class 19 contains 18356 members 
Mstep: Class 20 contains 35212 members 
Mstep: Class 21 contains 9368 members 
Mstep: Class 22 contains 2380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73742920.000000 Penalty: 65818.140625
Iteration 19Q: 21 clusters Score -7.374292e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 5254 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 23518 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 14047 members 
Mstep: Class 7 contains 130115 members 
Mstep: Class 8 contains 18244 members 
Mstep: Class 9 contains 36234 members 
Mstep: Class 10 contains 31235 members 
Mstep: Class 11 contains 3935 members 
Mstep: Class 12 contains 43443 members 
Mstep: Class 13 contains 4462 members 
Mstep: Class 14 contains 130902 members 
Mstep: Class 16 contains 860 members 
Mstep: Class 17 contains 57021 members 
Mstep: Class 19 contains 18008 members 
Mstep: Class 20 contains 35210 members 
Mstep: Class 21 contains 9410 members 
Mstep: Class 22 contains 2382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73746088.000000 Penalty: 65818.140625
Iteration 20F: 21 clusters Score -7.374609e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 1807 members 
Mstep: Class 4 contains 23372 members 
Mstep: Class 5 contains 9593 members 
Mstep: Class 6 contains 14969 members 
Mstep: Class 7 contains 130262 members 
Mstep: Class 8 contains 19704 members 
Mstep: Class 9 contains 36184 members 
Mstep: Class 10 contains 31125 members 
Mstep: Class 11 contains 3835 members 
Mstep: Class 12 contains 42056 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 130398 members 
Mstep: Class 16 contains 802 members 
Mstep: Class 17 contains 57135 members 
Mstep: Class 19 contains 17633 members 
Mstep: Class 20 contains 35182 members 
Mstep: Class 21 contains 9445 members 
Mstep: Class 22 contains 2384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73748712.000000 Penalty: 65818.140625
Iteration 21Q: 21 clusters Score -7.374871e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5349 members 
Mstep: Class 3 contains 1807 members 
Mstep: Class 4 contains 23220 members 
Mstep: Class 5 contains 9591 members 
Mstep: Class 6 contains 15706 members 
Mstep: Class 7 contains 130372 members 
Mstep: Class 8 contains 20866 members 
Mstep: Class 9 contains 36150 members 
Mstep: Class 10 contains 31066 members 
Mstep: Class 11 contains 3759 members 
Mstep: Class 12 contains 40870 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 129935 members 
Mstep: Class 16 contains 729 members 
Mstep: Class 17 contains 57207 members 
Mstep: Class 19 contains 17317 members 
Mstep: Class 20 contains 35190 members 
Mstep: Class 21 contains 9471 members 
Mstep: Class 22 contains 2383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73750400.000000 Penalty: 65818.140625
Iteration 22Q: 21 clusters Score -7.37504e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5367 members 
Mstep: Class 3 contains 1807 members 
Mstep: Class 4 contains 23053 members 
Mstep: Class 5 contains 9580 members 
Mstep: Class 6 contains 16261 members 
Mstep: Class 7 contains 130439 members 
Mstep: Class 8 contains 21872 members 
Mstep: Class 9 contains 36136 members 
Mstep: Class 10 contains 31078 members 
Mstep: Class 11 contains 3707 members 
Mstep: Class 12 contains 39755 members 
Mstep: Class 13 contains 4407 members 
Mstep: Class 14 contains 129522 members 
Mstep: Class 16 contains 670 members 
Mstep: Class 17 contains 57254 members 
Mstep: Class 19 contains 17084 members 
Mstep: Class 20 contains 35207 members 
Mstep: Class 21 contains 9475 members 
Mstep: Class 22 contains 2384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73751840.000000 Penalty: 65818.140625
Iteration 23Q: 21 clusters Score -7.375184e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 1807 members 
Mstep: Class 4 contains 22857 members 
Mstep: Class 5 contains 9571 members 
Mstep: Class 6 contains 16671 members 
Mstep: Class 7 contains 130501 members 
Mstep: Class 8 contains 22747 members 
Mstep: Class 9 contains 36104 members 
Mstep: Class 10 contains 31198 members 
Mstep: Class 11 contains 3670 members 
Mstep: Class 12 contains 38655 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 129268 members 
Mstep: Class 16 contains 616 members 
Mstep: Class 17 contains 57292 members 
Mstep: Class 19 contains 16875 members 
Mstep: Class 20 contains 35253 members 
Mstep: Class 21 contains 9480 members 
Mstep: Class 22 contains 2385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73753168.000000 Penalty: 65818.140625
Iteration 24Q: 21 clusters Score -7.375317e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5357 members 
Mstep: Class 3 contains 1807 members 
Mstep: Class 4 contains 22636 members 
Mstep: Class 5 contains 9571 members 
Mstep: Class 6 contains 17018 members 
Mstep: Class 7 contains 130551 members 
Mstep: Class 8 contains 23519 members 
Mstep: Class 9 contains 36078 members 
Mstep: Class 10 contains 31439 members 
Mstep: Class 11 contains 3673 members 
Mstep: Class 12 contains 37603 members 
Mstep: Class 13 contains 4640 members 
Mstep: Class 14 contains 129031 members 
Mstep: Class 16 contains 555 members 
Mstep: Class 17 contains 57299 members 
Mstep: Class 19 contains 16658 members 
Mstep: Class 20 contains 35310 members 
Mstep: Class 21 contains 9487 members 
Mstep: Class 22 contains 2388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73754568.000000 Penalty: 65818.140625
Iteration 25Q: 21 clusters Score -7.375457e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5321 members 
Mstep: Class 3 contains 1807 members 
Mstep: Class 4 contains 22424 members 
Mstep: Class 5 contains 9567 members 
Mstep: Class 6 contains 17290 members 
Mstep: Class 7 contains 130585 members 
Mstep: Class 8 contains 24246 members 
Mstep: Class 9 contains 36041 members 
Mstep: Class 10 contains 31699 members 
Mstep: Class 11 contains 3722 members 
Mstep: Class 12 contains 36575 members 
Mstep: Class 13 contains 4740 members 
Mstep: Class 14 contains 128861 members 
Mstep: Class 16 contains 522 members 
Mstep: Class 17 contains 57294 members 
Mstep: Class 19 contains 16475 members 
Mstep: Class 20 contains 35376 members 
Mstep: Class 21 contains 9491 members 
Mstep: Class 22 contains 2389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73755680.000000 Penalty: 65818.140625
Iteration 26Q: 21 clusters Score -7.375568e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5290 members 
Mstep: Class 3 contains 1807 members 
Mstep: Class 4 contains 22190 members 
Mstep: Class 5 contains 9565 members 
Mstep: Class 6 contains 17512 members 
Mstep: Class 7 contains 130597 members 
Mstep: Class 8 contains 24872 members 
Mstep: Class 9 contains 36011 members 
Mstep: Class 10 contains 32015 members 
Mstep: Class 11 contains 3774 members 
Mstep: Class 12 contains 35604 members 
Mstep: Class 13 contains 4848 members 
Mstep: Class 14 contains 128753 members 
Mstep: Class 16 contains 494 members 
Mstep: Class 17 contains 57266 members 
Mstep: Class 19 contains 16353 members 
Mstep: Class 20 contains 35434 members 
Mstep: Class 21 contains 9493 members 
Mstep: Class 22 contains 2395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73756688.000000 Penalty: 65818.140625
Iteration 27Q: 21 clusters Score -7.375669e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5245 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 21955 members 
Mstep: Class 5 contains 9560 members 
Mstep: Class 6 contains 17714 members 
Mstep: Class 7 contains 130577 members 
Mstep: Class 8 contains 25419 members 
Mstep: Class 9 contains 35975 members 
Mstep: Class 10 contains 32359 members 
Mstep: Class 11 contains 3835 members 
Mstep: Class 12 contains 34675 members 
Mstep: Class 13 contains 4954 members 
Mstep: Class 14 contains 128677 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 57229 members 
Mstep: Class 19 contains 16253 members 
Mstep: Class 20 contains 35486 members 
Mstep: Class 21 contains 9512 members 
Mstep: Class 22 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73757496.000000 Penalty: 65818.140625
Iteration 28Q: 21 clusters Score -7.37575e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5189 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 21731 members 
Mstep: Class 5 contains 9564 members 
Mstep: Class 6 contains 17884 members 
Mstep: Class 7 contains 130595 members 
Mstep: Class 8 contains 25877 members 
Mstep: Class 9 contains 35934 members 
Mstep: Class 10 contains 32734 members 
Mstep: Class 11 contains 3892 members 
Mstep: Class 12 contains 33820 members 
Mstep: Class 13 contains 5032 members 
Mstep: Class 14 contains 128641 members 
Mstep: Class 16 contains 447 members 
Mstep: Class 17 contains 57153 members 
Mstep: Class 19 contains 16146 members 
Mstep: Class 20 contains 35524 members 
Mstep: Class 21 contains 9525 members 
Mstep: Class 22 contains 2420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73758248.000000 Penalty: 65818.140625
Iteration 29Q: 21 clusters Score -7.375825e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5143 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 21527 members 
Mstep: Class 5 contains 9584 members 
Mstep: Class 6 contains 18023 members 
Mstep: Class 7 contains 130637 members 
Mstep: Class 8 contains 26213 members 
Mstep: Class 9 contains 35881 members 
Mstep: Class 10 contains 33199 members 
Mstep: Class 11 contains 3945 members 
Mstep: Class 12 contains 33030 members 
Mstep: Class 13 contains 5075 members 
Mstep: Class 14 contains 128624 members 
Mstep: Class 16 contains 438 members 
Mstep: Class 17 contains 57067 members 
Mstep: Class 19 contains 16027 members 
Mstep: Class 20 contains 35553 members 
Mstep: Class 21 contains 9541 members 
Mstep: Class 22 contains 2424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73758888.000000 Penalty: 65818.140625
Iteration 30Q: 21 clusters Score -7.375889e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5094 members 
Mstep: Class 3 contains 1807 members 
Mstep: Class 4 contains 21327 members 
Mstep: Class 5 contains 9602 members 
Mstep: Class 6 contains 18147 members 
Mstep: Class 7 contains 130673 members 
Mstep: Class 8 contains 26529 members 
Mstep: Class 9 contains 35835 members 
Mstep: Class 10 contains 33636 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 32299 members 
Mstep: Class 13 contains 5115 members 
Mstep: Class 14 contains 128616 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 57008 members 
Mstep: Class 19 contains 15918 members 
Mstep: Class 20 contains 35578 members 
Mstep: Class 21 contains 9547 members 
Mstep: Class 22 contains 2426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73759424.000000 Penalty: 65818.140625
Iteration 31Q: 21 clusters Score -7.375942e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5053 members 
Mstep: Class 3 contains 1807 members 
Mstep: Class 4 contains 21148 members 
Mstep: Class 5 contains 9608 members 
Mstep: Class 6 contains 18241 members 
Mstep: Class 7 contains 130733 members 
Mstep: Class 8 contains 26743 members 
Mstep: Class 9 contains 35806 members 
Mstep: Class 10 contains 34028 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 31654 members 
Mstep: Class 13 contains 5145 members 
Mstep: Class 14 contains 128671 members 
Mstep: Class 16 contains 428 members 
Mstep: Class 17 contains 56941 members 
Mstep: Class 19 contains 15803 members 
Mstep: Class 20 contains 35594 members 
Mstep: Class 21 contains 9555 members 
Mstep: Class 22 contains 2427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73759752.000000 Penalty: 65818.140625
Iteration 32Q: 21 clusters Score -7.375975e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 20959 members 
Mstep: Class 5 contains 9616 members 
Mstep: Class 6 contains 18319 members 
Mstep: Class 7 contains 130809 members 
Mstep: Class 8 contains 26910 members 
Mstep: Class 9 contains 35761 members 
Mstep: Class 10 contains 34440 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 31105 members 
Mstep: Class 13 contains 5177 members 
Mstep: Class 14 contains 128715 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 56886 members 
Mstep: Class 19 contains 15705 members 
Mstep: Class 20 contains 35580 members 
Mstep: Class 21 contains 9567 members 
Mstep: Class 22 contains 2430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73760184.000000 Penalty: 65818.140625
Iteration 33Q: 21 clusters Score -7.376018e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5030 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 20774 members 
Mstep: Class 5 contains 9614 members 
Mstep: Class 6 contains 18393 members 
Mstep: Class 7 contains 130860 members 
Mstep: Class 8 contains 27019 members 
Mstep: Class 9 contains 35722 members 
Mstep: Class 10 contains 34820 members 
Mstep: Class 11 contains 4017 members 
Mstep: Class 12 contains 30672 members 
Mstep: Class 13 contains 5191 members 
Mstep: Class 14 contains 128751 members 
Mstep: Class 16 contains 417 members 
Mstep: Class 17 contains 56829 members 
Mstep: Class 19 contains 15639 members 
Mstep: Class 20 contains 35572 members 
Mstep: Class 21 contains 9581 members 
Mstep: Class 22 contains 2431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73760416.000000 Penalty: 65818.140625
Iteration 34Q: 21 clusters Score -7.376042e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5015 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 20613 members 
Mstep: Class 5 contains 9613 members 
Mstep: Class 6 contains 18464 members 
Mstep: Class 7 contains 130922 members 
Mstep: Class 8 contains 27095 members 
Mstep: Class 9 contains 35693 members 
Mstep: Class 10 contains 35145 members 
Mstep: Class 11 contains 4024 members 
Mstep: Class 12 contains 30334 members 
Mstep: Class 13 contains 5192 members 
Mstep: Class 14 contains 128756 members 
Mstep: Class 16 contains 417 members 
Mstep: Class 17 contains 56765 members 
Mstep: Class 19 contains 15561 members 
Mstep: Class 20 contains 35562 members 
Mstep: Class 21 contains 9601 members 
Mstep: Class 22 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73760680.000000 Penalty: 65818.140625
Iteration 35Q: 21 clusters Score -7.376068e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 20480 members 
Mstep: Class 5 contains 9613 members 
Mstep: Class 6 contains 18513 members 
Mstep: Class 7 contains 130985 members 
Mstep: Class 8 contains 27180 members 
Mstep: Class 9 contains 35655 members 
Mstep: Class 10 contains 35410 members 
Mstep: Class 11 contains 4021 members 
Mstep: Class 12 contains 30053 members 
Mstep: Class 13 contains 5190 members 
Mstep: Class 14 contains 128772 members 
Mstep: Class 16 contains 417 members 
Mstep: Class 17 contains 56708 members 
Mstep: Class 19 contains 15482 members 
Mstep: Class 20 contains 35565 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73760648.000000 Penalty: 65818.140625
Iteration 36Q: 21 clusters Score -7.376065e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 20339 members 
Mstep: Class 5 contains 9614 members 
Mstep: Class 6 contains 18552 members 
Mstep: Class 7 contains 131019 members 
Mstep: Class 8 contains 27232 members 
Mstep: Class 9 contains 35626 members 
Mstep: Class 10 contains 35644 members 
Mstep: Class 11 contains 4023 members 
Mstep: Class 12 contains 29855 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 128776 members 
Mstep: Class 16 contains 417 members 
Mstep: Class 17 contains 56650 members 
Mstep: Class 19 contains 15436 members 
Mstep: Class 20 contains 35560 members 
Mstep: Class 21 contains 9622 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73760688.000000 Penalty: 65818.140625
Iteration 37Q: 21 clusters Score -7.376069e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 20217 members 
Mstep: Class 5 contains 9613 members 
Mstep: Class 6 contains 18584 members 
Mstep: Class 7 contains 131079 members 
Mstep: Class 8 contains 27270 members 
Mstep: Class 9 contains 35598 members 
Mstep: Class 10 contains 35858 members 
Mstep: Class 11 contains 4005 members 
Mstep: Class 12 contains 29692 members 
Mstep: Class 13 contains 5200 members 
Mstep: Class 14 contains 128780 members 
Mstep: Class 16 contains 417 members 
Mstep: Class 17 contains 56612 members 
Mstep: Class 19 contains 15383 members 
Mstep: Class 20 contains 35544 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 2434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73760696.000000 Penalty: 65818.140625
Iteration 38Q: 21 clusters Score -7.37607e+07 nChanged 690
Entering ConstructFrom: 
Score: -73760696.000000 Penalty: 65818.140625
Entering ConstructFrom: 
Trying to split cluster 1 (6757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Entering Unmasked Estep 
Score: -821144.437500 Penalty: 2186.947021
	Iteration 0F: 2 clusters Score -821144.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -815531.562500 Penalty: 4373.894043
	Iteration 0F: 3 clusters Score -815531.6 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -817218.375000 Penalty: 4373.894043
	Iteration 1F: 3 clusters Score -817218.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -817926.125000 Penalty: 4373.894043
	Iteration 2F: 3 clusters Score -817926.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -818575.125000 Penalty: 4373.894043
	Iteration 3F: 3 clusters Score -818575.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -819055.875000 Penalty: 4373.894043
	Iteration 4F: 3 clusters Score -819055.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -819397.437500 Penalty: 4373.894043
	Iteration 5F: 3 clusters Score -819397.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -819661.875000 Penalty: 4373.894043
	Iteration 6F: 3 clusters Score -819661.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -819864.125000 Penalty: 4373.894043
	Iteration 7Q: 3 clusters Score -819864.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -820013.000000 Penalty: 4373.894043
	Iteration 8Q: 3 clusters Score -820013 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -820157.500000 Penalty: 4373.894043
	Iteration 9Q: 3 clusters Score -820157.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -820340.312500 Penalty: 4373.894043
	Iteration 10Q: 3 clusters Score -820340.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -820485.437500 Penalty: 4373.894043
	Iteration 11Q: 3 clusters Score -820485.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -820598.687500 Penalty: 4373.894043
	Iteration 12Q: 3 clusters Score -820598.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -820673.000000 Penalty: 4373.894043
	Iteration 13Q: 3 clusters Score -820673 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -820723.625000 Penalty: 4373.894043
	Iteration 14Q: 3 clusters Score -820723.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -820757.000000 Penalty: 4373.894043
	Iteration 15Q: 3 clusters Score -820757 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -820789.125000 Penalty: 4373.894043
	Iteration 16Q: 3 clusters Score -820789.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -820815.250000 Penalty: 4373.894043
	Iteration 17Q: 3 clusters Score -820815.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -820839.937500 Penalty: 4373.894043
	Iteration 18Q: 3 clusters Score -820839.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -820861.687500 Penalty: 4373.894043
	Iteration 19Q: 3 clusters Score -820861.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -820880.125000 Penalty: 4373.894043
	Iteration 20F: 3 clusters Score -820880.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -820897.312500 Penalty: 4373.894043
	Iteration 21Q: 3 clusters Score -820897.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -820910.437500 Penalty: 4373.894043
	Iteration 22Q: 3 clusters Score -820910.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -820918.687500 Penalty: 4373.894043
	Iteration 23Q: 3 clusters Score -820918.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -820921.875000 Penalty: 4373.894043
	Iteration 24Q: 3 clusters Score -820921.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -820929.125000 Penalty: 4373.894043
	Iteration 25Q: 3 clusters Score -820929.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -820937.000000 Penalty: 4373.894043
	Iteration 26Q: 3 clusters Score -820937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -820954.875000 Penalty: 4373.894043
	Iteration 27Q: 3 clusters Score -820954.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -820974.875000 Penalty: 4373.894043
	Iteration 28Q: 3 clusters Score -820974.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -820990.187500 Penalty: 4373.894043
	Iteration 29Q: 3 clusters Score -820990.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -821004.437500 Penalty: 4373.894043
	Iteration 30Q: 3 clusters Score -821004.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -821013.125000 Penalty: 4373.894043
	Iteration 31Q: 3 clusters Score -821013.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -821019.125000 Penalty: 4373.894043
	Iteration 32Q: 3 clusters Score -821019.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -821020.812500 Penalty: 4373.894043
	Iteration 33Q: 3 clusters Score -821020.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -821026.625000 Penalty: 4373.894043
	Iteration 34Q: 3 clusters Score -821026.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -821025.000000 Penalty: 4373.894043
	Iteration 35Q: 3 clusters Score -821025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -821025.062500 Penalty: 4373.894043
	Iteration 36Q: 3 clusters Score -821025.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -821024.687500 Penalty: 4373.894043
	Iteration 37Q: 3 clusters Score -821024.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -821027.250000 Penalty: 4373.894043
	Iteration 38Q: 3 clusters Score -821027.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -821027.187500 Penalty: 4373.894043
	Iteration 39Q: 3 clusters Score -821027.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -821027.187500 Penalty: 4373.894043
	Iteration 40F: 3 clusters Score -821027.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Entering Unmasked Estep 
Score: -611892.000000 Penalty: 2111.518799
	Iteration 0F: 2 clusters Score -611892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -607368.562500 Penalty: 4223.037598
	Iteration 0F: 3 clusters Score -607368.6 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -608737.125000 Penalty: 4223.037598
	Iteration 1F: 3 clusters Score -608737.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -609407.875000 Penalty: 4223.037598
	Iteration 2F: 3 clusters Score -609407.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -610319.875000 Penalty: 4223.037598
	Iteration 3F: 3 clusters Score -610319.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -611591.375000 Penalty: 4223.037598
	Iteration 4F: 3 clusters Score -611591.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -612449.437500 Penalty: 4223.037598
	Iteration 5F: 3 clusters Score -612449.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -612779.000000 Penalty: 4223.037598
	Iteration 6F: 3 clusters Score -612779 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -612878.187500 Penalty: 4223.037598
	Iteration 7Q: 3 clusters Score -612878.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -612933.500000 Penalty: 4223.037598
	Iteration 8Q: 3 clusters Score -612933.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -612958.625000 Penalty: 4223.037598
	Iteration 9Q: 3 clusters Score -612958.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -612970.562500 Penalty: 4223.037598
	Iteration 10Q: 3 clusters Score -612970.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -612974.437500 Penalty: 4223.037598
	Iteration 11Q: 3 clusters Score -612974.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -612976.875000 Penalty: 4223.037598
	Iteration 12Q: 3 clusters Score -612976.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -612978.500000 Penalty: 4223.037598
	Iteration 13Q: 3 clusters Score -612978.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -612977.750000 Penalty: 4223.037598
	Iteration 14Q: 3 clusters Score -612977.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -612979.750000 Penalty: 4223.037598
	Iteration 15Q: 3 clusters Score -612979.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -612980.875000 Penalty: 4223.037598
	Iteration 16Q: 3 clusters Score -612980.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -612980.875000 Penalty: 4223.037598
	Iteration 17Q: 3 clusters Score -612980.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -612983.562500 Penalty: 4223.037598
	Iteration 18Q: 3 clusters Score -612983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -612983.625000 Penalty: 4223.037598
	Iteration 19Q: 3 clusters Score -612983.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -612983.625000 Penalty: 4223.037598
	Iteration 20F: 3 clusters Score -612983.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2369 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 20093 members 
Mstep: Class 5 contains 9603 members 
Mstep: Class 6 contains 18605 members 
Mstep: Class 7 contains 131145 members 
Mstep: Class 8 contains 27298 members 
Mstep: Class 9 contains 35574 members 
Mstep: Class 10 contains 36058 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 29533 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 128802 members 
Mstep: Class 15 contains 2616 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 56568 members 
Mstep: Class 19 contains 15341 members 
Mstep: Class 20 contains 35529 members 
Mstep: Class 21 contains 9639 members 
Mstep: Class 22 contains 2436 members 
Entering Unmasked Estep 
Score: -73760408.000000 Penalty: 69109.046875
Splitting cluster 2 changes total score from -73760696.000000 to -73760408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Entering Unmasked Estep 
Score: -202885.203125 Penalty: 1859.719727
	Iteration 0F: 2 clusters Score -202885.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -200725.031250 Penalty: 3719.439453
	Iteration 0F: 3 clusters Score -200725 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -202116.140625 Penalty: 3719.439453
	Iteration 1F: 3 clusters Score -202116.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -203386.890625 Penalty: 3719.439453
	Iteration 2F: 3 clusters Score -203386.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -205299.000000 Penalty: 3719.439453
	Iteration 3F: 3 clusters Score -205299 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -206603.203125 Penalty: 3719.439453
	Iteration 4F: 3 clusters Score -206603.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -207333.890625 Penalty: 3719.439453
	Iteration 5Q: 3 clusters Score -207333.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -207462.531250 Penalty: 3719.439453
	Iteration 6Q: 3 clusters Score -207462.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -207496.171875 Penalty: 3719.439453
	Iteration 7Q: 3 clusters Score -207496.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -207520.343750 Penalty: 3719.439453
	Iteration 8Q: 3 clusters Score -207520.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -207558.046875 Penalty: 3719.439453
	Iteration 9Q: 3 clusters Score -207558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -207575.640625 Penalty: 3719.439453
	Iteration 10Q: 3 clusters Score -207575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -207582.234375 Penalty: 3719.439453
	Iteration 11Q: 3 clusters Score -207582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -207586.515625 Penalty: 3719.439453
	Iteration 12Q: 3 clusters Score -207586.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -207586.515625 Penalty: 3719.439453
	Iteration 13F: 3 clusters Score -207586.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 20093 members 
Mstep: Class 5 contains 9603 members 
Mstep: Class 6 contains 18605 members 
Mstep: Class 7 contains 131145 members 
Mstep: Class 8 contains 27298 members 
Mstep: Class 9 contains 35574 members 
Mstep: Class 10 contains 36058 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 29533 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 128802 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 56568 members 
Mstep: Class 19 contains 15341 members 
Mstep: Class 20 contains 35529 members 
Mstep: Class 21 contains 9639 members 
Mstep: Class 22 contains 2436 members 
Entering Unmasked Estep 
Score: -73764184.000000 Penalty: 69109.046875
Splitting cluster 3 changes total score from -73760696.000000 to -73764184.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 4 (20093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Entering Unmasked Estep 
Score: -2602937.000000 Penalty: 2457.215332
	Iteration 0F: 2 clusters Score -2602937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2588980.500000 Penalty: 4914.430664
	Iteration 0F: 3 clusters Score -2588980 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2596155.750000 Penalty: 4914.430664
	Iteration 1F: 3 clusters Score -2596156 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2600483.250000 Penalty: 4914.430664
	Iteration 2F: 3 clusters Score -2600483 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2604132.500000 Penalty: 4914.430664
	Iteration 3F: 3 clusters Score -2604132 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2606528.500000 Penalty: 4914.430664
	Iteration 4F: 3 clusters Score -2606528 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2607926.250000 Penalty: 4914.430664
	Iteration 5F: 3 clusters Score -2607926 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2608851.500000 Penalty: 4914.430664
	Iteration 6Q: 3 clusters Score -2608852 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2609264.500000 Penalty: 4914.430664
	Iteration 7Q: 3 clusters Score -2609264 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2609388.000000 Penalty: 4914.430664
	Iteration 8Q: 3 clusters Score -2609388 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2609439.500000 Penalty: 4914.430664
	Iteration 9Q: 3 clusters Score -2609440 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2609459.000000 Penalty: 4914.430664
	Iteration 10Q: 3 clusters Score -2609459 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2609472.500000 Penalty: 4914.430664
	Iteration 11Q: 3 clusters Score -2609472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2609481.000000 Penalty: 4914.430664
	Iteration 12Q: 3 clusters Score -2609481 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2609494.500000 Penalty: 4914.430664
	Iteration 13Q: 3 clusters Score -2609494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2609510.000000 Penalty: 4914.430664
	Iteration 14Q: 3 clusters Score -2609510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2609522.500000 Penalty: 4914.430664
	Iteration 15Q: 3 clusters Score -2609522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2609531.750000 Penalty: 4914.430664
	Iteration 16Q: 3 clusters Score -2609532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2609541.500000 Penalty: 4914.430664
	Iteration 17Q: 3 clusters Score -2609542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2609542.500000 Penalty: 4914.430664
	Iteration 18Q: 3 clusters Score -2609542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2609542.250000 Penalty: 4914.430664
	Iteration 19Q: 3 clusters Score -2609542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2609547.000000 Penalty: 4914.430664
	Iteration 20F: 3 clusters Score -2609547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2609548.500000 Penalty: 4914.430664
	Iteration 21Q: 3 clusters Score -2609548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2609554.250000 Penalty: 4914.430664
	Iteration 22Q: 3 clusters Score -2609554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2609556.500000 Penalty: 4914.430664
	Iteration 23Q: 3 clusters Score -2609556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2609552.500000 Penalty: 4914.430664
	Iteration 24Q: 3 clusters Score -2609552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2609558.000000 Penalty: 4914.430664
	Iteration 25Q: 3 clusters Score -2609558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2609559.750000 Penalty: 4914.430664
	Iteration 26Q: 3 clusters Score -2609560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2609563.250000 Penalty: 4914.430664
	Iteration 27Q: 3 clusters Score -2609563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2609562.000000 Penalty: 4914.430664
	Iteration 28Q: 3 clusters Score -2609562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2609564.250000 Penalty: 4914.430664
	Iteration 29Q: 3 clusters Score -2609564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2609565.750000 Penalty: 4914.430664
	Iteration 30Q: 3 clusters Score -2609566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2609563.750000 Penalty: 4914.430664
	Iteration 31Q: 3 clusters Score -2609564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2609567.000000 Penalty: 4914.430664
	Iteration 32Q: 3 clusters Score -2609567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2609564.500000 Penalty: 4914.430664
	Iteration 33Q: 3 clusters Score -2609564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2609565.750000 Penalty: 4914.430664
	Iteration 34Q: 3 clusters Score -2609566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2609569.000000 Penalty: 4914.430664
	Iteration 35Q: 3 clusters Score -2609569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2609567.250000 Penalty: 4914.430664
	Iteration 36Q: 3 clusters Score -2609567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2609568.750000 Penalty: 4914.430664
	Iteration 37Q: 3 clusters Score -2609569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2609572.500000 Penalty: 4914.430664
	Iteration 38Q: 3 clusters Score -2609572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2609569.250000 Penalty: 4914.430664
	Iteration 39Q: 3 clusters Score -2609569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2609576.500000 Penalty: 4914.430664
	Iteration 40F: 3 clusters Score -2609576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2609579.750000 Penalty: 4914.430664
	Iteration 41Q: 3 clusters Score -2609580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2609582.250000 Penalty: 4914.430664
	Iteration 42Q: 3 clusters Score -2609582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2609583.500000 Penalty: 4914.430664
	Iteration 43Q: 3 clusters Score -2609584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2609583.500000 Penalty: 4914.430664
	Iteration 44F: 3 clusters Score -2609584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 9603 members 
Mstep: Class 6 contains 18605 members 
Mstep: Class 7 contains 131145 members 
Mstep: Class 8 contains 27298 members 
Mstep: Class 9 contains 35574 members 
Mstep: Class 10 contains 36058 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 29533 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 128802 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 56568 members 
Mstep: Class 18 contains 17787 members 
Mstep: Class 19 contains 15341 members 
Mstep: Class 20 contains 35529 members 
Mstep: Class 21 contains 9639 members 
Mstep: Class 22 contains 2436 members 
Entering Unmasked Estep 
Score: -73769744.000000 Penalty: 72399.953125
Splitting cluster 4 changes total score from -73760696.000000 to -73769744.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 5 (9603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Entering Unmasked Estep 
Score: -1230587.375000 Penalty: 2274.118164
	Iteration 0F: 2 clusters Score -1230587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1223159.500000 Penalty: 4548.236328
	Iteration 0F: 3 clusters Score -1223160 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1225449.500000 Penalty: 4548.236328
	Iteration 1F: 3 clusters Score -1225450 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1225850.000000 Penalty: 4548.236328
	Iteration 2F: 3 clusters Score -1225850 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1226183.125000 Penalty: 4548.236328
	Iteration 3F: 3 clusters Score -1226183 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1226489.000000 Penalty: 4548.236328
	Iteration 4F: 3 clusters Score -1226489 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1226997.375000 Penalty: 4548.236328
	Iteration 5Q: 3 clusters Score -1226997 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1227597.875000 Penalty: 4548.236328
	Iteration 6F: 3 clusters Score -1227598 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1228087.500000 Penalty: 4548.236328
	Iteration 7F: 3 clusters Score -1228088 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1228534.125000 Penalty: 4548.236328
	Iteration 8F: 3 clusters Score -1228534 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1228994.875000 Penalty: 4548.236328
	Iteration 9F: 3 clusters Score -1228995 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1229414.375000 Penalty: 4548.236328
	Iteration 10Q: 3 clusters Score -1229414 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1229799.875000 Penalty: 4548.236328
	Iteration 11Q: 3 clusters Score -1229800 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1230144.375000 Penalty: 4548.236328
	Iteration 12Q: 3 clusters Score -1230144 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1230425.125000 Penalty: 4548.236328
	Iteration 13Q: 3 clusters Score -1230425 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1230623.250000 Penalty: 4548.236328
	Iteration 14Q: 3 clusters Score -1230623 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1230741.000000 Penalty: 4548.236328
	Iteration 15Q: 3 clusters Score -1230741 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1230805.500000 Penalty: 4548.236328
	Iteration 16Q: 3 clusters Score -1230806 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1230851.250000 Penalty: 4548.236328
	Iteration 17Q: 3 clusters Score -1230851 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1230880.375000 Penalty: 4548.236328
	Iteration 18Q: 3 clusters Score -1230880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1230898.625000 Penalty: 4548.236328
	Iteration 19Q: 3 clusters Score -1230899 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1230917.000000 Penalty: 4548.236328
	Iteration 20F: 3 clusters Score -1230917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1230928.000000 Penalty: 4548.236328
	Iteration 21Q: 3 clusters Score -1230928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1230940.750000 Penalty: 4548.236328
	Iteration 22Q: 3 clusters Score -1230941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1230945.000000 Penalty: 4548.236328
	Iteration 23Q: 3 clusters Score -1230945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1230950.750000 Penalty: 4548.236328
	Iteration 24Q: 3 clusters Score -1230951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1230954.375000 Penalty: 4548.236328
	Iteration 25Q: 3 clusters Score -1230954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1230958.250000 Penalty: 4548.236328
	Iteration 26Q: 3 clusters Score -1230958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1230961.125000 Penalty: 4548.236328
	Iteration 27Q: 3 clusters Score -1230961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1230963.375000 Penalty: 4548.236328
	Iteration 28Q: 3 clusters Score -1230963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1230964.500000 Penalty: 4548.236328
	Iteration 29Q: 3 clusters Score -1230964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1230965.750000 Penalty: 4548.236328
	Iteration 30Q: 3 clusters Score -1230966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1230971.125000 Penalty: 4548.236328
	Iteration 31Q: 3 clusters Score -1230971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1230976.250000 Penalty: 4548.236328
	Iteration 32Q: 3 clusters Score -1230976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1230977.375000 Penalty: 4548.236328
	Iteration 33Q: 3 clusters Score -1230977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1230982.500000 Penalty: 4548.236328
	Iteration 34Q: 3 clusters Score -1230982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1230983.750000 Penalty: 4548.236328
	Iteration 35Q: 3 clusters Score -1230984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1230989.875000 Penalty: 4548.236328
	Iteration 36Q: 3 clusters Score -1230990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1230993.750000 Penalty: 4548.236328
	Iteration 37Q: 3 clusters Score -1230994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1230992.500000 Penalty: 4548.236328
	Iteration 38Q: 3 clusters Score -1230992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1230994.125000 Penalty: 4548.236328
	Iteration 39Q: 3 clusters Score -1230994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1230993.875000 Penalty: 4548.236328
	Iteration 40F: 3 clusters Score -1230994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1230995.000000 Penalty: 4548.236328
	Iteration 41Q: 3 clusters Score -1230995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1230995.000000 Penalty: 4548.236328
	Iteration 42F: 3 clusters Score -1230995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 18605 members 
Mstep: Class 7 contains 131145 members 
Mstep: Class 8 contains 27298 members 
Mstep: Class 9 contains 35574 members 
Mstep: Class 10 contains 36058 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 29533 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 128802 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 56568 members 
Mstep: Class 18 contains 17787 members 
Mstep: Class 19 contains 15341 members 
Mstep: Class 20 contains 35529 members 
Mstep: Class 21 contains 9639 members 
Mstep: Class 22 contains 2436 members 
Mstep: Class 23 contains 7915 members 
Entering Unmasked Estep 
Score: -73769080.000000 Penalty: 75690.859375
Splitting cluster 5 changes total score from -73760696.000000 to -73769080.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (18605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Entering Unmasked Estep 
Score: -2407563.500000 Penalty: 2438.134033
	Iteration 0F: 2 clusters Score -2407564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2394354.500000 Penalty: 4876.268066
	Iteration 0F: 3 clusters Score -2394354 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2398839.500000 Penalty: 4876.268066
	Iteration 1F: 3 clusters Score -2398840 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2399525.500000 Penalty: 4876.268066
	Iteration 2F: 3 clusters Score -2399526 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2400285.500000 Penalty: 4876.268066
	Iteration 3F: 3 clusters Score -2400286 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2401126.250000 Penalty: 4876.268066
	Iteration 4F: 3 clusters Score -2401126 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2401877.250000 Penalty: 4876.268066
	Iteration 5F: 3 clusters Score -2401877 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2402547.500000 Penalty: 4876.268066
	Iteration 6F: 3 clusters Score -2402548 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2403167.500000 Penalty: 4876.268066
	Iteration 7F: 3 clusters Score -2403168 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2403700.750000 Penalty: 4876.268066
	Iteration 8F: 3 clusters Score -2403701 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2404145.250000 Penalty: 4876.268066
	Iteration 9Q: 3 clusters Score -2404145 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2404470.750000 Penalty: 4876.268066
	Iteration 10Q: 3 clusters Score -2404471 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2404753.750000 Penalty: 4876.268066
	Iteration 11Q: 3 clusters Score -2404754 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2405016.000000 Penalty: 4876.268066
	Iteration 12Q: 3 clusters Score -2405016 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2405246.750000 Penalty: 4876.268066
	Iteration 13Q: 3 clusters Score -2405247 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2405483.250000 Penalty: 4876.268066
	Iteration 14Q: 3 clusters Score -2405483 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2405749.750000 Penalty: 4876.268066
	Iteration 15Q: 3 clusters Score -2405750 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2405993.750000 Penalty: 4876.268066
	Iteration 16Q: 3 clusters Score -2405994 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2406211.000000 Penalty: 4876.268066
	Iteration 17Q: 3 clusters Score -2406211 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2406381.250000 Penalty: 4876.268066
	Iteration 18Q: 3 clusters Score -2406381 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2406543.750000 Penalty: 4876.268066
	Iteration 19Q: 3 clusters Score -2406544 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2406659.750000 Penalty: 4876.268066
	Iteration 20F: 3 clusters Score -2406660 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2406725.750000 Penalty: 4876.268066
	Iteration 21Q: 3 clusters Score -2406726 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2406767.500000 Penalty: 4876.268066
	Iteration 22Q: 3 clusters Score -2406768 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2406807.250000 Penalty: 4876.268066
	Iteration 23Q: 3 clusters Score -2406807 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2406834.500000 Penalty: 4876.268066
	Iteration 24Q: 3 clusters Score -2406834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2406851.500000 Penalty: 4876.268066
	Iteration 25Q: 3 clusters Score -2406852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2406871.500000 Penalty: 4876.268066
	Iteration 26Q: 3 clusters Score -2406872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2406890.750000 Penalty: 4876.268066
	Iteration 27Q: 3 clusters Score -2406891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2406902.500000 Penalty: 4876.268066
	Iteration 28Q: 3 clusters Score -2406902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2406909.750000 Penalty: 4876.268066
	Iteration 29Q: 3 clusters Score -2406910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2406914.250000 Penalty: 4876.268066
	Iteration 30Q: 3 clusters Score -2406914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2406919.000000 Penalty: 4876.268066
	Iteration 31Q: 3 clusters Score -2406919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2406919.000000 Penalty: 4876.268066
	Iteration 32Q: 3 clusters Score -2406919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2406924.750000 Penalty: 4876.268066
	Iteration 33Q: 3 clusters Score -2406925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2406921.500000 Penalty: 4876.268066
	Iteration 34Q: 3 clusters Score -2406922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2406927.250000 Penalty: 4876.268066
	Iteration 35Q: 3 clusters Score -2406927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2406927.000000 Penalty: 4876.268066
	Iteration 36Q: 3 clusters Score -2406927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2406927.250000 Penalty: 4876.268066
	Iteration 37Q: 3 clusters Score -2406927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2406929.750000 Penalty: 4876.268066
	Iteration 38Q: 3 clusters Score -2406930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2406929.250000 Penalty: 4876.268066
	Iteration 39Q: 3 clusters Score -2406929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2406929.750000 Penalty: 4876.268066
	Iteration 40F: 3 clusters Score -2406930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2406932.750000 Penalty: 4876.268066
	Iteration 41Q: 3 clusters Score -2406933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2406934.750000 Penalty: 4876.268066
	Iteration 42Q: 3 clusters Score -2406935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2406935.000000 Penalty: 4876.268066
	Iteration 43Q: 3 clusters Score -2406935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2406935.250000 Penalty: 4876.268066
	Iteration 44Q: 3 clusters Score -2406935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2406935.250000 Penalty: 4876.268066
	Iteration 45F: 3 clusters Score -2406935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (131145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131145 members 
Entering Unmasked Estep 
Score: -17155904.000000 Penalty: 2922.446533
	Iteration 0F: 2 clusters Score -1.71559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -17068734.000000 Penalty: 5844.893066
	Iteration 0F: 3 clusters Score -1.706873e+07 nChanged 62498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61931 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -17104908.000000 Penalty: 5844.893066
	Iteration 1F: 3 clusters Score -1.710491e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 71579 members 
Entering Unmasked Estep 
Score: -17106350.000000 Penalty: 5844.893066
	Iteration 2Q: 3 clusters Score -1.710635e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 75238 members 
Entering Unmasked Estep 
Score: -17108402.000000 Penalty: 5844.893066
	Iteration 3Q: 3 clusters Score -1.71084e+07 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 80415 members 
Entering Unmasked Estep 
Score: -17111686.000000 Penalty: 5844.893066
	Iteration 4F: 3 clusters Score -1.711169e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -17116794.000000 Penalty: 5844.893066
	Iteration 5F: 3 clusters Score -1.711679e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 96316 members 
Entering Unmasked Estep 
Score: -17124168.000000 Penalty: 5844.893066
	Iteration 6F: 3 clusters Score -1.712417e+07 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 105836 members 
Entering Unmasked Estep 
Score: -17132918.000000 Penalty: 5844.893066
	Iteration 7F: 3 clusters Score -1.713292e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 114261 members 
Entering Unmasked Estep 
Score: -17140806.000000 Penalty: 5844.893066
	Iteration 8F: 3 clusters Score -1.714081e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 120351 members 
Entering Unmasked Estep 
Score: -17146958.000000 Penalty: 5844.893066
	Iteration 9Q: 3 clusters Score -1.714696e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 123944 members 
Entering Unmasked Estep 
Score: -17150686.000000 Penalty: 5844.893066
	Iteration 10Q: 3 clusters Score -1.715069e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 125720 members 
Entering Unmasked Estep 
Score: -17152934.000000 Penalty: 5844.893066
	Iteration 11Q: 3 clusters Score -1.715293e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 126496 members 
Entering Unmasked Estep 
Score: -17153976.000000 Penalty: 5844.893066
	Iteration 12Q: 3 clusters Score -1.715398e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 126925 members 
Entering Unmasked Estep 
Score: -17154694.000000 Penalty: 5844.893066
	Iteration 13Q: 3 clusters Score -1.715469e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 127147 members 
Entering Unmasked Estep 
Score: -17155276.000000 Penalty: 5844.893066
	Iteration 14Q: 3 clusters Score -1.715528e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 127279 members 
Entering Unmasked Estep 
Score: -17155738.000000 Penalty: 5844.893066
	Iteration 15Q: 3 clusters Score -1.715574e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 127300 members 
Entering Unmasked Estep 
Score: -17156080.000000 Penalty: 5844.893066
	Iteration 16Q: 3 clusters Score -1.715608e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 127260 members 
Entering Unmasked Estep 
Score: -17156228.000000 Penalty: 5844.893066
	Iteration 17Q: 3 clusters Score -1.715623e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 127200 members 
Entering Unmasked Estep 
Score: -17156282.000000 Penalty: 5844.893066
	Iteration 18Q: 3 clusters Score -1.715628e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 127126 members 
Entering Unmasked Estep 
Score: -17156298.000000 Penalty: 5844.893066
	Iteration 19Q: 3 clusters Score -1.71563e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 127052 members 
Entering Unmasked Estep 
Score: -17156334.000000 Penalty: 5844.893066
	Iteration 20F: 3 clusters Score -1.715633e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 126977 members 
Entering Unmasked Estep 
Score: -17156370.000000 Penalty: 5844.893066
	Iteration 21Q: 3 clusters Score -1.715637e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 126897 members 
Entering Unmasked Estep 
Score: -17156388.000000 Penalty: 5844.893066
	Iteration 22Q: 3 clusters Score -1.715639e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 126839 members 
Entering Unmasked Estep 
Score: -17156418.000000 Penalty: 5844.893066
	Iteration 23Q: 3 clusters Score -1.715642e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 126777 members 
Entering Unmasked Estep 
Score: -17156426.000000 Penalty: 5844.893066
	Iteration 24Q: 3 clusters Score -1.715643e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 126716 members 
Entering Unmasked Estep 
Score: -17156434.000000 Penalty: 5844.893066
	Iteration 25Q: 3 clusters Score -1.715643e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 126665 members 
Entering Unmasked Estep 
Score: -17156446.000000 Penalty: 5844.893066
	Iteration 26Q: 3 clusters Score -1.715645e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 126629 members 
Entering Unmasked Estep 
Score: -17156444.000000 Penalty: 5844.893066
	Iteration 27Q: 3 clusters Score -1.715644e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 126597 members 
Entering Unmasked Estep 
Score: -17156460.000000 Penalty: 5844.893066
	Iteration 28Q: 3 clusters Score -1.715646e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 126566 members 
Entering Unmasked Estep 
Score: -17156440.000000 Penalty: 5844.893066
	Iteration 29Q: 3 clusters Score -1.715644e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 126541 members 
Entering Unmasked Estep 
Score: -17156456.000000 Penalty: 5844.893066
	Iteration 30Q: 3 clusters Score -1.715646e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 126523 members 
Entering Unmasked Estep 
Score: -17156474.000000 Penalty: 5844.893066
	Iteration 31Q: 3 clusters Score -1.715647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 126515 members 
Entering Unmasked Estep 
Score: -17156466.000000 Penalty: 5844.893066
	Iteration 32Q: 3 clusters Score -1.715647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 126506 members 
Entering Unmasked Estep 
Score: -17156458.000000 Penalty: 5844.893066
	Iteration 33Q: 3 clusters Score -1.715646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 126496 members 
Entering Unmasked Estep 
Score: -17156456.000000 Penalty: 5844.893066
	Iteration 34Q: 3 clusters Score -1.715646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 126487 members 
Entering Unmasked Estep 
Score: -17156464.000000 Penalty: 5844.893066
	Iteration 35Q: 3 clusters Score -1.715646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 126480 members 
Entering Unmasked Estep 
Score: -17156458.000000 Penalty: 5844.893066
	Iteration 36Q: 3 clusters Score -1.715646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 126474 members 
Entering Unmasked Estep 
Score: -17156458.000000 Penalty: 5844.893066
	Iteration 37Q: 3 clusters Score -1.715646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 126466 members 
Entering Unmasked Estep 
Score: -17156458.000000 Penalty: 5844.893066
	Iteration 38Q: 3 clusters Score -1.715646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 126455 members 
Entering Unmasked Estep 
Score: -17156442.000000 Penalty: 5844.893066
	Iteration 39Q: 3 clusters Score -1.715644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 126449 members 
Entering Unmasked Estep 
Score: -17156446.000000 Penalty: 5844.893066
	Iteration 40F: 3 clusters Score -1.715645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 126443 members 
Entering Unmasked Estep 
Score: -17156460.000000 Penalty: 5844.893066
	Iteration 41Q: 3 clusters Score -1.715646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 126432 members 
Entering Unmasked Estep 
Score: -17156454.000000 Penalty: 5844.893066
	Iteration 42Q: 3 clusters Score -1.715645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 126419 members 
Entering Unmasked Estep 
Score: -17156466.000000 Penalty: 5844.893066
	Iteration 43Q: 3 clusters Score -1.715647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 126409 members 
Entering Unmasked Estep 
Score: -17156468.000000 Penalty: 5844.893066
	Iteration 44Q: 3 clusters Score -1.715647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 126394 members 
Entering Unmasked Estep 
Score: -17156468.000000 Penalty: 5844.893066
	Iteration 45Q: 3 clusters Score -1.715647e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 126379 members 
Entering Unmasked Estep 
Score: -17156476.000000 Penalty: 5844.893066
	Iteration 46Q: 3 clusters Score -1.715648e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 126357 members 
Entering Unmasked Estep 
Score: -17156460.000000 Penalty: 5844.893066
	Iteration 47Q: 3 clusters Score -1.715646e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 126332 members 
Entering Unmasked Estep 
Score: -17156468.000000 Penalty: 5844.893066
	Iteration 48Q: 3 clusters Score -1.715647e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 126308 members 
Entering Unmasked Estep 
Score: -17156470.000000 Penalty: 5844.893066
	Iteration 49Q: 3 clusters Score -1.715647e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 126287 members 
Entering Unmasked Estep 
Score: -17156500.000000 Penalty: 5844.893066
	Iteration 50Q: 3 clusters Score -1.71565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 126268 members 
Entering Unmasked Estep 
Score: -17156496.000000 Penalty: 5844.893066
	Iteration 51Q: 3 clusters Score -1.71565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 126252 members 
Entering Unmasked Estep 
Score: -17156500.000000 Penalty: 5844.893066
	Iteration 52Q: 3 clusters Score -1.71565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 126235 members 
Entering Unmasked Estep 
Score: -17156510.000000 Penalty: 5844.893066
	Iteration 53Q: 3 clusters Score -1.715651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 126219 members 
Entering Unmasked Estep 
Score: -17156490.000000 Penalty: 5844.893066
	Iteration 54Q: 3 clusters Score -1.715649e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 126197 members 
Entering Unmasked Estep 
Score: -17156498.000000 Penalty: 5844.893066
	Iteration 55Q: 3 clusters Score -1.71565e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 126177 members 
Entering Unmasked Estep 
Score: -17156498.000000 Penalty: 5844.893066
	Iteration 56Q: 3 clusters Score -1.71565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 126161 members 
Entering Unmasked Estep 
Score: -17156508.000000 Penalty: 5844.893066
	Iteration 57Q: 3 clusters Score -1.715651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 126145 members 
Entering Unmasked Estep 
Score: -17156504.000000 Penalty: 5844.893066
	Iteration 58Q: 3 clusters Score -1.71565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 126139 members 
Entering Unmasked Estep 
Score: -17156506.000000 Penalty: 5844.893066
	Iteration 59Q: 3 clusters Score -1.715651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 126136 members 
Entering Unmasked Estep 
Score: -17156514.000000 Penalty: 5844.893066
	Iteration 60F: 3 clusters Score -1.715651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 126131 members 
Entering Unmasked Estep 
Score: -17156508.000000 Penalty: 5844.893066
	Iteration 61Q: 3 clusters Score -1.715651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 126119 members 
Entering Unmasked Estep 
Score: -17156506.000000 Penalty: 5844.893066
	Iteration 62Q: 3 clusters Score -1.715651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 126108 members 
Entering Unmasked Estep 
Score: -17156498.000000 Penalty: 5844.893066
	Iteration 63Q: 3 clusters Score -1.71565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 126098 members 
Entering Unmasked Estep 
Score: -17156502.000000 Penalty: 5844.893066
	Iteration 64Q: 3 clusters Score -1.71565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 126089 members 
Entering Unmasked Estep 
Score: -17156498.000000 Penalty: 5844.893066
	Iteration 65Q: 3 clusters Score -1.71565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 126077 members 
Entering Unmasked Estep 
Score: -17156500.000000 Penalty: 5844.893066
	Iteration 66Q: 3 clusters Score -1.71565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 126065 members 
Entering Unmasked Estep 
Score: -17156496.000000 Penalty: 5844.893066
	Iteration 67Q: 3 clusters Score -1.71565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 126059 members 
Entering Unmasked Estep 
Score: -17156498.000000 Penalty: 5844.893066
	Iteration 68Q: 3 clusters Score -1.71565e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 126048 members 
Entering Unmasked Estep 
Score: -17156502.000000 Penalty: 5844.893066
	Iteration 69Q: 3 clusters Score -1.71565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 126038 members 
Entering Unmasked Estep 
Score: -17156504.000000 Penalty: 5844.893066
	Iteration 70Q: 3 clusters Score -1.71565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 126030 members 
Entering Unmasked Estep 
Score: -17156504.000000 Penalty: 5844.893066
	Iteration 71Q: 3 clusters Score -1.71565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 126019 members 
Entering Unmasked Estep 
Score: -17156506.000000 Penalty: 5844.893066
	Iteration 72Q: 3 clusters Score -1.715651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 126014 members 
Entering Unmasked Estep 
Score: -17156508.000000 Penalty: 5844.893066
	Iteration 73Q: 3 clusters Score -1.715651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 126006 members 
Entering Unmasked Estep 
Score: -17156510.000000 Penalty: 5844.893066
	Iteration 74Q: 3 clusters Score -1.715651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 125994 members 
Entering Unmasked Estep 
Score: -17156510.000000 Penalty: 5844.893066
	Iteration 75Q: 3 clusters Score -1.715651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 125983 members 
Entering Unmasked Estep 
Score: -17156522.000000 Penalty: 5844.893066
	Iteration 76Q: 3 clusters Score -1.715652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 125971 members 
Entering Unmasked Estep 
Score: -17156518.000000 Penalty: 5844.893066
	Iteration 77Q: 3 clusters Score -1.715652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 125961 members 
Entering Unmasked Estep 
Score: -17156506.000000 Penalty: 5844.893066
	Iteration 78Q: 3 clusters Score -1.715651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 125952 members 
Entering Unmasked Estep 
Score: -17156512.000000 Penalty: 5844.893066
	Iteration 79Q: 3 clusters Score -1.715651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 125944 members 
Entering Unmasked Estep 
Score: -17156510.000000 Penalty: 5844.893066
	Iteration 80F: 3 clusters Score -1.715651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 125933 members 
Entering Unmasked Estep 
Score: -17156504.000000 Penalty: 5844.893066
	Iteration 81Q: 3 clusters Score -1.71565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 125922 members 
Entering Unmasked Estep 
Score: -17156496.000000 Penalty: 5844.893066
	Iteration 82Q: 3 clusters Score -1.71565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 125912 members 
Entering Unmasked Estep 
Score: -17156492.000000 Penalty: 5844.893066
	Iteration 83Q: 3 clusters Score -1.715649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 125899 members 
Entering Unmasked Estep 
Score: -17156502.000000 Penalty: 5844.893066
	Iteration 84Q: 3 clusters Score -1.71565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 125888 members 
Entering Unmasked Estep 
Score: -17156490.000000 Penalty: 5844.893066
	Iteration 85Q: 3 clusters Score -1.715649e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 125867 members 
Entering Unmasked Estep 
Score: -17156496.000000 Penalty: 5844.893066
	Iteration 86Q: 3 clusters Score -1.71565e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 125841 members 
Entering Unmasked Estep 
Score: -17156492.000000 Penalty: 5844.893066
	Iteration 87Q: 3 clusters Score -1.715649e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 125819 members 
Entering Unmasked Estep 
Score: -17156494.000000 Penalty: 5844.893066
	Iteration 88Q: 3 clusters Score -1.715649e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 125794 members 
Entering Unmasked Estep 
Score: -17156514.000000 Penalty: 5844.893066
	Iteration 89Q: 3 clusters Score -1.715651e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 125767 members 
Entering Unmasked Estep 
Score: -17156510.000000 Penalty: 5844.893066
	Iteration 90Q: 3 clusters Score -1.715651e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 125744 members 
Entering Unmasked Estep 
Score: -17156504.000000 Penalty: 5844.893066
	Iteration 91Q: 3 clusters Score -1.71565e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 125707 members 
Entering Unmasked Estep 
Score: -17156502.000000 Penalty: 5844.893066
	Iteration 92Q: 3 clusters Score -1.71565e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 125673 members 
Entering Unmasked Estep 
Score: -17156522.000000 Penalty: 5844.893066
	Iteration 93Q: 3 clusters Score -1.715652e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 125633 members 
Entering Unmasked Estep 
Score: -17156526.000000 Penalty: 5844.893066
	Iteration 94Q: 3 clusters Score -1.715653e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 125596 members 
Entering Unmasked Estep 
Score: -17156546.000000 Penalty: 5844.893066
	Iteration 95Q: 3 clusters Score -1.715655e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 125559 members 
Entering Unmasked Estep 
Score: -17156542.000000 Penalty: 5844.893066
	Iteration 96Q: 3 clusters Score -1.715654e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 125517 members 
Entering Unmasked Estep 
Score: -17156570.000000 Penalty: 5844.893066
	Iteration 97Q: 3 clusters Score -1.715657e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 125464 members 
Entering Unmasked Estep 
Score: -17156572.000000 Penalty: 5844.893066
	Iteration 98Q: 3 clusters Score -1.715657e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 125411 members 
Entering Unmasked Estep 
Score: -17156570.000000 Penalty: 5844.893066
	Iteration 99Q: 3 clusters Score -1.715657e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 125359 members 
Entering Unmasked Estep 
Score: -17156572.000000 Penalty: 5844.893066
	Iteration 100F: 3 clusters Score -1.715657e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 125304 members 
Entering Unmasked Estep 
Score: -17156580.000000 Penalty: 5844.893066
	Iteration 101Q: 3 clusters Score -1.715658e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 125251 members 
Entering Unmasked Estep 
Score: -17156594.000000 Penalty: 5844.893066
	Iteration 102Q: 3 clusters Score -1.715659e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 125174 members 
Entering Unmasked Estep 
Score: -17156600.000000 Penalty: 5844.893066
	Iteration 103Q: 3 clusters Score -1.71566e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 125109 members 
Entering Unmasked Estep 
Score: -17156618.000000 Penalty: 5844.893066
	Iteration 104Q: 3 clusters Score -1.715662e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 125061 members 
Entering Unmasked Estep 
Score: -17156612.000000 Penalty: 5844.893066
	Iteration 105Q: 3 clusters Score -1.715661e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 125006 members 
Entering Unmasked Estep 
Score: -17156618.000000 Penalty: 5844.893066
	Iteration 106Q: 3 clusters Score -1.715662e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 124939 members 
Entering Unmasked Estep 
Score: -17156632.000000 Penalty: 5844.893066
	Iteration 107Q: 3 clusters Score -1.715663e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 124859 members 
Entering Unmasked Estep 
Score: -17156640.000000 Penalty: 5844.893066
	Iteration 108Q: 3 clusters Score -1.715664e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 124775 members 
Entering Unmasked Estep 
Score: -17156666.000000 Penalty: 5844.893066
	Iteration 109Q: 3 clusters Score -1.715667e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 124681 members 
Entering Unmasked Estep 
Score: -17156702.000000 Penalty: 5844.893066
	Iteration 110Q: 3 clusters Score -1.71567e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 124578 members 
Entering Unmasked Estep 
Score: -17156682.000000 Penalty: 5844.893066
	Iteration 111Q: 3 clusters Score -1.715668e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 124463 members 
Entering Unmasked Estep 
Score: -17156754.000000 Penalty: 5844.893066
	Iteration 112Q: 3 clusters Score -1.715675e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 124346 members 
Entering Unmasked Estep 
Score: -17156742.000000 Penalty: 5844.893066
	Iteration 113Q: 3 clusters Score -1.715674e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 124208 members 
Entering Unmasked Estep 
Score: -17156770.000000 Penalty: 5844.893066
	Iteration 114Q: 3 clusters Score -1.715677e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 124053 members 
Entering Unmasked Estep 
Score: -17156806.000000 Penalty: 5844.893066
	Iteration 115Q: 3 clusters Score -1.715681e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 123881 members 
Entering Unmasked Estep 
Score: -17156840.000000 Penalty: 5844.893066
	Iteration 116Q: 3 clusters Score -1.715684e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 123675 members 
Entering Unmasked Estep 
Score: -17156882.000000 Penalty: 5844.893066
	Iteration 117Q: 3 clusters Score -1.715688e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 123430 members 
Entering Unmasked Estep 
Score: -17156936.000000 Penalty: 5844.893066
	Iteration 118Q: 3 clusters Score -1.715694e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 123138 members 
Entering Unmasked Estep 
Score: -17157024.000000 Penalty: 5844.893066
	Iteration 119Q: 3 clusters Score -1.715702e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 122827 members 
Entering Unmasked Estep 
Score: -17157086.000000 Penalty: 5844.893066
	Iteration 120F: 3 clusters Score -1.715709e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 122489 members 
Entering Unmasked Estep 
Score: -17157136.000000 Penalty: 5844.893066
	Iteration 121Q: 3 clusters Score -1.715714e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 122101 members 
Entering Unmasked Estep 
Score: -17157266.000000 Penalty: 5844.893066
	Iteration 122Q: 3 clusters Score -1.715727e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 121642 members 
Entering Unmasked Estep 
Score: -17157428.000000 Penalty: 5844.893066
	Iteration 123Q: 3 clusters Score -1.715743e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 121163 members 
Entering Unmasked Estep 
Score: -17157592.000000 Penalty: 5844.893066
	Iteration 124Q: 3 clusters Score -1.715759e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 120606 members 
Entering Unmasked Estep 
Score: -17157804.000000 Penalty: 5844.893066
	Iteration 125Q: 3 clusters Score -1.71578e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 120008 members 
Entering Unmasked Estep 
Score: -17157962.000000 Penalty: 5844.893066
	Iteration 126Q: 3 clusters Score -1.715796e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 119334 members 
Entering Unmasked Estep 
Score: -17158274.000000 Penalty: 5844.893066
	Iteration 127Q: 3 clusters Score -1.715827e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 118630 members 
Entering Unmasked Estep 
Score: -17158508.000000 Penalty: 5844.893066
	Iteration 128Q: 3 clusters Score -1.715851e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 117841 members 
Entering Unmasked Estep 
Score: -17158774.000000 Penalty: 5844.893066
	Iteration 129Q: 3 clusters Score -1.715877e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 117046 members 
Entering Unmasked Estep 
Score: -17159038.000000 Penalty: 5844.893066
	Iteration 130Q: 3 clusters Score -1.715904e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 116170 members 
Entering Unmasked Estep 
Score: -17159278.000000 Penalty: 5844.893066
	Iteration 131Q: 3 clusters Score -1.715928e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 115235 members 
Entering Unmasked Estep 
Score: -17159676.000000 Penalty: 5844.893066
	Iteration 132Q: 3 clusters Score -1.715968e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 114213 members 
Entering Unmasked Estep 
Score: -17160130.000000 Penalty: 5844.893066
	Iteration 133Q: 3 clusters Score -1.716013e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 113116 members 
Entering Unmasked Estep 
Score: -17160656.000000 Penalty: 5844.893066
	Iteration 134Q: 3 clusters Score -1.716066e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 112027 members 
Entering Unmasked Estep 
Score: -17161172.000000 Penalty: 5844.893066
	Iteration 135Q: 3 clusters Score -1.716117e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 111000 members 
Entering Unmasked Estep 
Score: -17161548.000000 Penalty: 5844.893066
	Iteration 136Q: 3 clusters Score -1.716155e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 110095 members 
Entering Unmasked Estep 
Score: -17161774.000000 Penalty: 5844.893066
	Iteration 137Q: 3 clusters Score -1.716177e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 109395 members 
Entering Unmasked Estep 
Score: -17161936.000000 Penalty: 5844.893066
	Iteration 138Q: 3 clusters Score -1.716194e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 108844 members 
Entering Unmasked Estep 
Score: -17162060.000000 Penalty: 5844.893066
	Iteration 139Q: 3 clusters Score -1.716206e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 108430 members 
Entering Unmasked Estep 
Score: -17162854.000000 Penalty: 5844.893066
	Iteration 140F: 3 clusters Score -1.716285e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 107264 members 
Entering Unmasked Estep 
Score: -17163816.000000 Penalty: 5844.893066
	Iteration 141Q: 3 clusters Score -1.716382e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 105856 members 
Entering Unmasked Estep 
Score: -17164856.000000 Penalty: 5844.893066
	Iteration 142Q: 3 clusters Score -1.716486e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 104244 members 
Entering Unmasked Estep 
Score: -17166072.000000 Penalty: 5844.893066
	Iteration 143Q: 3 clusters Score -1.716607e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 102655 members 
Entering Unmasked Estep 
Score: -17167332.000000 Penalty: 5844.893066
	Iteration 144Q: 3 clusters Score -1.716733e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 101224 members 
Entering Unmasked Estep 
Score: -17168256.000000 Penalty: 5844.893066
	Iteration 145Q: 3 clusters Score -1.716826e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 100013 members 
Entering Unmasked Estep 
Score: -17168992.000000 Penalty: 5844.893066
	Iteration 146Q: 3 clusters Score -1.716899e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 99095 members 
Entering Unmasked Estep 
Score: -17169224.000000 Penalty: 5844.893066
	Iteration 147Q: 3 clusters Score -1.716922e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 98464 members 
Entering Unmasked Estep 
Score: -17169438.000000 Penalty: 5844.893066
	Iteration 148Q: 3 clusters Score -1.716944e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 98019 members 
Entering Unmasked Estep 
Score: -17169474.000000 Penalty: 5844.893066
	Iteration 149Q: 3 clusters Score -1.716947e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 97707 members 
Entering Unmasked Estep 
Score: -17169542.000000 Penalty: 5844.893066
	Iteration 150Q: 3 clusters Score -1.716954e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 97505 members 
Entering Unmasked Estep 
Score: -17169548.000000 Penalty: 5844.893066
	Iteration 151Q: 3 clusters Score -1.716955e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 97383 members 
Entering Unmasked Estep 
Score: -17169546.000000 Penalty: 5844.893066
	Iteration 152Q: 3 clusters Score -1.716955e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 97283 members 
Entering Unmasked Estep 
Score: -17169576.000000 Penalty: 5844.893066
	Iteration 153Q: 3 clusters Score -1.716958e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 97222 members 
Entering Unmasked Estep 
Score: -17169570.000000 Penalty: 5844.893066
	Iteration 154Q: 3 clusters Score -1.716957e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 97180 members 
Entering Unmasked Estep 
Score: -17169558.000000 Penalty: 5844.893066
	Iteration 155Q: 3 clusters Score -1.716956e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 97146 members 
Entering Unmasked Estep 
Score: -17169562.000000 Penalty: 5844.893066
	Iteration 156Q: 3 clusters Score -1.716956e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 97118 members 
Entering Unmasked Estep 
Score: -17169564.000000 Penalty: 5844.893066
	Iteration 157Q: 3 clusters Score -1.716956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 97097 members 
Entering Unmasked Estep 
Score: -17169554.000000 Penalty: 5844.893066
	Iteration 158Q: 3 clusters Score -1.716955e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 97074 members 
Entering Unmasked Estep 
Score: -17169546.000000 Penalty: 5844.893066
	Iteration 159Q: 3 clusters Score -1.716955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 97059 members 
Entering Unmasked Estep 
Score: -17169596.000000 Penalty: 5844.893066
	Iteration 160F: 3 clusters Score -1.71696e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 96992 members 
Entering Unmasked Estep 
Score: -17169572.000000 Penalty: 5844.893066
	Iteration 161Q: 3 clusters Score -1.716957e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 96930 members 
Entering Unmasked Estep 
Score: -17169596.000000 Penalty: 5844.893066
	Iteration 162Q: 3 clusters Score -1.71696e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 96902 members 
Entering Unmasked Estep 
Score: -17169560.000000 Penalty: 5844.893066
	Iteration 163Q: 3 clusters Score -1.716956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 96883 members 
Entering Unmasked Estep 
Score: -17169584.000000 Penalty: 5844.893066
	Iteration 164Q: 3 clusters Score -1.716958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 96877 members 
Entering Unmasked Estep 
Score: -17169596.000000 Penalty: 5844.893066
	Iteration 165Q: 3 clusters Score -1.71696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 96869 members 
Entering Unmasked Estep 
Score: -17169604.000000 Penalty: 5844.893066
	Iteration 166Q: 3 clusters Score -1.71696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 96865 members 
Entering Unmasked Estep 
Score: -17169600.000000 Penalty: 5844.893066
	Iteration 167Q: 3 clusters Score -1.71696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 96864 members 
Entering Unmasked Estep 
Score: -17169600.000000 Penalty: 5844.893066
	Iteration 168Q: 3 clusters Score -1.71696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 96863 members 
Entering Unmasked Estep 
Score: -17169600.000000 Penalty: 5844.893066
	Iteration 169Q: 3 clusters Score -1.71696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 96862 members 
Entering Unmasked Estep 
Score: -17169596.000000 Penalty: 5844.893066
	Iteration 170Q: 3 clusters Score -1.71696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 96860 members 
Entering Unmasked Estep 
Score: -17169604.000000 Penalty: 5844.893066
	Iteration 171Q: 3 clusters Score -1.71696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 96859 members 
Entering Unmasked Estep 
Score: -17169602.000000 Penalty: 5844.893066
	Iteration 172Q: 3 clusters Score -1.71696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 96859 members 
Entering Unmasked Estep 
Score: -17169602.000000 Penalty: 5844.893066
	Iteration 173F: 3 clusters Score -1.71696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 18605 members 
Mstep: Class 7 contains 34286 members 
Mstep: Class 8 contains 27298 members 
Mstep: Class 9 contains 35574 members 
Mstep: Class 10 contains 36058 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 29533 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 128802 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 56568 members 
Mstep: Class 18 contains 17787 members 
Mstep: Class 19 contains 15341 members 
Mstep: Class 20 contains 35529 members 
Mstep: Class 21 contains 9639 members 
Mstep: Class 22 contains 2436 members 
Mstep: Class 23 contains 7915 members 
Mstep: Class 24 contains 96859 members 
Entering Unmasked Estep 
Score: -73782328.000000 Penalty: 78981.765625
Splitting cluster 7 changes total score from -73760696.000000 to -73782328.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (27298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Entering Unmasked Estep 
Score: -3636464.750000 Penalty: 2533.213135
	Iteration 0F: 2 clusters Score -3636465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -3617696.000000 Penalty: 5066.426270
	Iteration 0F: 3 clusters Score -3617696 nChanged 12306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3624421.500000 Penalty: 5066.426270
	Iteration 1F: 3 clusters Score -3624422 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -3624972.000000 Penalty: 5066.426270
	Iteration 2F: 3 clusters Score -3624972 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -3625413.250000 Penalty: 5066.426270
	Iteration 3Q: 3 clusters Score -3625413 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3625844.500000 Penalty: 5066.426270
	Iteration 4Q: 3 clusters Score -3625844 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3626359.250000 Penalty: 5066.426270
	Iteration 5Q: 3 clusters Score -3626359 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3627049.250000 Penalty: 5066.426270
	Iteration 6Q: 3 clusters Score -3627049 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3628017.250000 Penalty: 5066.426270
	Iteration 7F: 3 clusters Score -3628017 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3629221.000000 Penalty: 5066.426270
	Iteration 8F: 3 clusters Score -3629221 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3630546.750000 Penalty: 5066.426270
	Iteration 9F: 3 clusters Score -3630547 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3631716.250000 Penalty: 5066.426270
	Iteration 10F: 3 clusters Score -3631716 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3632518.250000 Penalty: 5066.426270
	Iteration 11Q: 3 clusters Score -3632518 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -3632987.750000 Penalty: 5066.426270
	Iteration 12Q: 3 clusters Score -3632988 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3633267.750000 Penalty: 5066.426270
	Iteration 13Q: 3 clusters Score -3633268 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -3633415.500000 Penalty: 5066.426270
	Iteration 14Q: 3 clusters Score -3633416 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -3633499.750000 Penalty: 5066.426270
	Iteration 15Q: 3 clusters Score -3633500 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3633542.500000 Penalty: 5066.426270
	Iteration 16Q: 3 clusters Score -3633542 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -3633579.500000 Penalty: 5066.426270
	Iteration 17Q: 3 clusters Score -3633580 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -3633599.500000 Penalty: 5066.426270
	Iteration 18Q: 3 clusters Score -3633600 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -3633608.000000 Penalty: 5066.426270
	Iteration 19Q: 3 clusters Score -3633608 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -3633624.250000 Penalty: 5066.426270
	Iteration 20F: 3 clusters Score -3633624 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -3633627.250000 Penalty: 5066.426270
	Iteration 21Q: 3 clusters Score -3633627 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -3633629.250000 Penalty: 5066.426270
	Iteration 22Q: 3 clusters Score -3633629 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3633641.000000 Penalty: 5066.426270
	Iteration 23Q: 3 clusters Score -3633641 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3633635.500000 Penalty: 5066.426270
	Iteration 24Q: 3 clusters Score -3633636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -3633632.000000 Penalty: 5066.426270
	Iteration 25Q: 3 clusters Score -3633632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -3633636.500000 Penalty: 5066.426270
	Iteration 26Q: 3 clusters Score -3633636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -3633639.000000 Penalty: 5066.426270
	Iteration 27Q: 3 clusters Score -3633639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -3633649.500000 Penalty: 5066.426270
	Iteration 28Q: 3 clusters Score -3633650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -3633653.250000 Penalty: 5066.426270
	Iteration 29Q: 3 clusters Score -3633653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -3633656.000000 Penalty: 5066.426270
	Iteration 30Q: 3 clusters Score -3633656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3633650.250000 Penalty: 5066.426270
	Iteration 31Q: 3 clusters Score -3633650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -3633652.000000 Penalty: 5066.426270
	Iteration 32Q: 3 clusters Score -3633652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3633662.000000 Penalty: 5066.426270
	Iteration 33Q: 3 clusters Score -3633662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -3633658.750000 Penalty: 5066.426270
	Iteration 34Q: 3 clusters Score -3633659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3633662.500000 Penalty: 5066.426270
	Iteration 35Q: 3 clusters Score -3633662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3633660.250000 Penalty: 5066.426270
	Iteration 36Q: 3 clusters Score -3633660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -3633661.250000 Penalty: 5066.426270
	Iteration 37Q: 3 clusters Score -3633661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3633668.250000 Penalty: 5066.426270
	Iteration 38Q: 3 clusters Score -3633668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3633671.000000 Penalty: 5066.426270
	Iteration 39Q: 3 clusters Score -3633671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -3633666.500000 Penalty: 5066.426270
	Iteration 40F: 3 clusters Score -3633666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3633672.000000 Penalty: 5066.426270
	Iteration 41Q: 3 clusters Score -3633672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -3633673.250000 Penalty: 5066.426270
	Iteration 42Q: 3 clusters Score -3633673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3633673.000000 Penalty: 5066.426270
	Iteration 43Q: 3 clusters Score -3633673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -3633666.500000 Penalty: 5066.426270
	Iteration 44Q: 3 clusters Score -3633666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -3633670.250000 Penalty: 5066.426270
	Iteration 45Q: 3 clusters Score -3633670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -3633666.000000 Penalty: 5066.426270
	Iteration 46Q: 3 clusters Score -3633666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -3633665.250000 Penalty: 5066.426270
	Iteration 47Q: 3 clusters Score -3633665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -3633668.000000 Penalty: 5066.426270
	Iteration 48Q: 3 clusters Score -3633668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3633667.000000 Penalty: 5066.426270
	Iteration 49Q: 3 clusters Score -3633667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -3633663.750000 Penalty: 5066.426270
	Iteration 50Q: 3 clusters Score -3633664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3633665.250000 Penalty: 5066.426270
	Iteration 51Q: 3 clusters Score -3633665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -3633670.750000 Penalty: 5066.426270
	Iteration 52Q: 3 clusters Score -3633671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -3633675.500000 Penalty: 5066.426270
	Iteration 53Q: 3 clusters Score -3633676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3633675.250000 Penalty: 5066.426270
	Iteration 54Q: 3 clusters Score -3633675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -3633676.000000 Penalty: 5066.426270
	Iteration 55Q: 3 clusters Score -3633676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3633675.000000 Penalty: 5066.426270
	Iteration 56Q: 3 clusters Score -3633675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3633670.250000 Penalty: 5066.426270
	Iteration 57Q: 3 clusters Score -3633670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -3633669.250000 Penalty: 5066.426270
	Iteration 58Q: 3 clusters Score -3633669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3633672.250000 Penalty: 5066.426270
	Iteration 59Q: 3 clusters Score -3633672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -3633668.500000 Penalty: 5066.426270
	Iteration 60F: 3 clusters Score -3633668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Entering Unmasked Estep 
Score: -4711862.000000 Penalty: 2598.883789
	Iteration 0F: 2 clusters Score -4711862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -4687603.500000 Penalty: 5197.767578
	Iteration 0F: 3 clusters Score -4687604 nChanged 16189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4696634.500000 Penalty: 5197.767578
	Iteration 1F: 3 clusters Score -4696634 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -4697315.000000 Penalty: 5197.767578
	Iteration 2Q: 3 clusters Score -4697315 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -4698105.500000 Penalty: 5197.767578
	Iteration 3F: 3 clusters Score -4698106 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -4699253.500000 Penalty: 5197.767578
	Iteration 4F: 3 clusters Score -4699254 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -4700909.500000 Penalty: 5197.767578
	Iteration 5F: 3 clusters Score -4700910 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -4702930.500000 Penalty: 5197.767578
	Iteration 6F: 3 clusters Score -4702930 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -4704950.500000 Penalty: 5197.767578
	Iteration 7F: 3 clusters Score -4704950 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -4706581.000000 Penalty: 5197.767578
	Iteration 8F: 3 clusters Score -4706581 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4707680.000000 Penalty: 5197.767578
	Iteration 9Q: 3 clusters Score -4707680 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -4708408.000000 Penalty: 5197.767578
	Iteration 10Q: 3 clusters Score -4708408 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -4708853.000000 Penalty: 5197.767578
	Iteration 11Q: 3 clusters Score -4708853 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -4709155.500000 Penalty: 5197.767578
	Iteration 12Q: 3 clusters Score -4709156 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -4709382.000000 Penalty: 5197.767578
	Iteration 13Q: 3 clusters Score -4709382 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -4709537.000000 Penalty: 5197.767578
	Iteration 14Q: 3 clusters Score -4709537 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -4709656.000000 Penalty: 5197.767578
	Iteration 15Q: 3 clusters Score -4709656 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -4709724.500000 Penalty: 5197.767578
	Iteration 16Q: 3 clusters Score -4709724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -4709771.000000 Penalty: 5197.767578
	Iteration 17Q: 3 clusters Score -4709771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -4709790.500000 Penalty: 5197.767578
	Iteration 18Q: 3 clusters Score -4709790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -4709808.000000 Penalty: 5197.767578
	Iteration 19Q: 3 clusters Score -4709808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -4709824.000000 Penalty: 5197.767578
	Iteration 20F: 3 clusters Score -4709824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -4709827.000000 Penalty: 5197.767578
	Iteration 21Q: 3 clusters Score -4709827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -4709836.500000 Penalty: 5197.767578
	Iteration 22Q: 3 clusters Score -4709836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -4709841.500000 Penalty: 5197.767578
	Iteration 23Q: 3 clusters Score -4709842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -4709845.000000 Penalty: 5197.767578
	Iteration 24Q: 3 clusters Score -4709845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -4709847.000000 Penalty: 5197.767578
	Iteration 25Q: 3 clusters Score -4709847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -4709849.000000 Penalty: 5197.767578
	Iteration 26Q: 3 clusters Score -4709849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -4709849.000000 Penalty: 5197.767578
	Iteration 27F: 3 clusters Score -4709849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Entering Unmasked Estep 
Score: -4476126.500000 Penalty: 2602.235107
	Iteration 0F: 2 clusters Score -4476126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -4451697.500000 Penalty: 5204.470215
	Iteration 0F: 3 clusters Score -4451698 nChanged 16421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -4461243.500000 Penalty: 5204.470215
	Iteration 1F: 3 clusters Score -4461244 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -4462486.500000 Penalty: 5204.470215
	Iteration 2F: 3 clusters Score -4462486 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -4463969.500000 Penalty: 5204.470215
	Iteration 3F: 3 clusters Score -4463970 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -4465570.000000 Penalty: 5204.470215
	Iteration 4F: 3 clusters Score -4465570 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -4467180.500000 Penalty: 5204.470215
	Iteration 5F: 3 clusters Score -4467180 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -4468634.000000 Penalty: 5204.470215
	Iteration 6F: 3 clusters Score -4468634 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -4469967.000000 Penalty: 5204.470215
	Iteration 7F: 3 clusters Score -4469967 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -4471242.500000 Penalty: 5204.470215
	Iteration 8F: 3 clusters Score -4471242 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -4472361.000000 Penalty: 5204.470215
	Iteration 9Q: 3 clusters Score -4472361 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -4473492.500000 Penalty: 5204.470215
	Iteration 10Q: 3 clusters Score -4473492 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -4474594.500000 Penalty: 5204.470215
	Iteration 11Q: 3 clusters Score -4474594 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -4475636.000000 Penalty: 5204.470215
	Iteration 12Q: 3 clusters Score -4475636 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -4476576.500000 Penalty: 5204.470215
	Iteration 13Q: 3 clusters Score -4476576 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -4477343.000000 Penalty: 5204.470215
	Iteration 14Q: 3 clusters Score -4477343 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -4477997.000000 Penalty: 5204.470215
	Iteration 15Q: 3 clusters Score -4477997 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -4478538.500000 Penalty: 5204.470215
	Iteration 16Q: 3 clusters Score -4478538 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -4478943.000000 Penalty: 5204.470215
	Iteration 17Q: 3 clusters Score -4478943 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -4479309.000000 Penalty: 5204.470215
	Iteration 18Q: 3 clusters Score -4479309 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -4479599.000000 Penalty: 5204.470215
	Iteration 19Q: 3 clusters Score -4479599 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -4479946.500000 Penalty: 5204.470215
	Iteration 20F: 3 clusters Score -4479946 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -4480255.500000 Penalty: 5204.470215
	Iteration 21Q: 3 clusters Score -4480256 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -4480470.000000 Penalty: 5204.470215
	Iteration 22Q: 3 clusters Score -4480470 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -4480641.000000 Penalty: 5204.470215
	Iteration 23Q: 3 clusters Score -4480641 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -4480790.500000 Penalty: 5204.470215
	Iteration 24Q: 3 clusters Score -4480790 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -4480899.500000 Penalty: 5204.470215
	Iteration 25Q: 3 clusters Score -4480900 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -4481013.000000 Penalty: 5204.470215
	Iteration 26Q: 3 clusters Score -4481013 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -4481125.000000 Penalty: 5204.470215
	Iteration 27Q: 3 clusters Score -4481125 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -4481212.500000 Penalty: 5204.470215
	Iteration 28Q: 3 clusters Score -4481212 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -4481299.000000 Penalty: 5204.470215
	Iteration 29Q: 3 clusters Score -4481299 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -4481376.000000 Penalty: 5204.470215
	Iteration 30Q: 3 clusters Score -4481376 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -4481423.500000 Penalty: 5204.470215
	Iteration 31Q: 3 clusters Score -4481424 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -4481454.500000 Penalty: 5204.470215
	Iteration 32Q: 3 clusters Score -4481454 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -4481498.000000 Penalty: 5204.470215
	Iteration 33Q: 3 clusters Score -4481498 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -4481533.000000 Penalty: 5204.470215
	Iteration 34Q: 3 clusters Score -4481533 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -4481552.500000 Penalty: 5204.470215
	Iteration 35Q: 3 clusters Score -4481552 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -4481606.500000 Penalty: 5204.470215
	Iteration 36Q: 3 clusters Score -4481606 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -4481610.500000 Penalty: 5204.470215
	Iteration 37Q: 3 clusters Score -4481610 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -4481635.000000 Penalty: 5204.470215
	Iteration 38Q: 3 clusters Score -4481635 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -4481637.500000 Penalty: 5204.470215
	Iteration 39Q: 3 clusters Score -4481638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -4481656.500000 Penalty: 5204.470215
	Iteration 40F: 3 clusters Score -4481656 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -4481653.500000 Penalty: 5204.470215
	Iteration 41Q: 3 clusters Score -4481654 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -4481665.500000 Penalty: 5204.470215
	Iteration 42Q: 3 clusters Score -4481666 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -4481671.000000 Penalty: 5204.470215
	Iteration 43Q: 3 clusters Score -4481671 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -4481679.000000 Penalty: 5204.470215
	Iteration 44Q: 3 clusters Score -4481679 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -4481682.000000 Penalty: 5204.470215
	Iteration 45Q: 3 clusters Score -4481682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4481691.500000 Penalty: 5204.470215
	Iteration 46Q: 3 clusters Score -4481692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -4481699.500000 Penalty: 5204.470215
	Iteration 47Q: 3 clusters Score -4481700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -4481703.500000 Penalty: 5204.470215
	Iteration 48Q: 3 clusters Score -4481704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -4481706.000000 Penalty: 5204.470215
	Iteration 49Q: 3 clusters Score -4481706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -4481711.000000 Penalty: 5204.470215
	Iteration 50Q: 3 clusters Score -4481711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -4481707.500000 Penalty: 5204.470215
	Iteration 51Q: 3 clusters Score -4481708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -4481719.000000 Penalty: 5204.470215
	Iteration 52Q: 3 clusters Score -4481719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -4481719.000000 Penalty: 5204.470215
	Iteration 53Q: 3 clusters Score -4481719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -4481708.000000 Penalty: 5204.470215
	Iteration 54Q: 3 clusters Score -4481708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -4481707.500000 Penalty: 5204.470215
	Iteration 55Q: 3 clusters Score -4481708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -4481711.500000 Penalty: 5204.470215
	Iteration 56Q: 3 clusters Score -4481712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -4481708.000000 Penalty: 5204.470215
	Iteration 57Q: 3 clusters Score -4481708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -4481702.500000 Penalty: 5204.470215
	Iteration 58Q: 3 clusters Score -4481702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -4481706.000000 Penalty: 5204.470215
	Iteration 59Q: 3 clusters Score -4481706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -4481705.500000 Penalty: 5204.470215
	Iteration 60F: 3 clusters Score -4481706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -4481703.500000 Penalty: 5204.470215
	Iteration 61Q: 3 clusters Score -4481704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -4481707.000000 Penalty: 5204.470215
	Iteration 62Q: 3 clusters Score -4481707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -4481715.500000 Penalty: 5204.470215
	Iteration 63Q: 3 clusters Score -4481716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -4481716.500000 Penalty: 5204.470215
	Iteration 64Q: 3 clusters Score -4481716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -4481712.000000 Penalty: 5204.470215
	Iteration 65Q: 3 clusters Score -4481712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -4481713.000000 Penalty: 5204.470215
	Iteration 66Q: 3 clusters Score -4481713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -4481714.000000 Penalty: 5204.470215
	Iteration 67Q: 3 clusters Score -4481714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4481719.500000 Penalty: 5204.470215
	Iteration 68Q: 3 clusters Score -4481720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -4481726.500000 Penalty: 5204.470215
	Iteration 69Q: 3 clusters Score -4481726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -4481727.000000 Penalty: 5204.470215
	Iteration 70Q: 3 clusters Score -4481727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -4481722.500000 Penalty: 5204.470215
	Iteration 71Q: 3 clusters Score -4481722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -4481720.500000 Penalty: 5204.470215
	Iteration 72Q: 3 clusters Score -4481720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -4481722.000000 Penalty: 5204.470215
	Iteration 73Q: 3 clusters Score -4481722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4481723.000000 Penalty: 5204.470215
	Iteration 74Q: 3 clusters Score -4481723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -4481732.500000 Penalty: 5204.470215
	Iteration 75Q: 3 clusters Score -4481732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -4481735.000000 Penalty: 5204.470215
	Iteration 76Q: 3 clusters Score -4481735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -4481732.500000 Penalty: 5204.470215
	Iteration 77Q: 3 clusters Score -4481732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -4481739.000000 Penalty: 5204.470215
	Iteration 78Q: 3 clusters Score -4481739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -4481741.000000 Penalty: 5204.470215
	Iteration 79Q: 3 clusters Score -4481741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -4481745.500000 Penalty: 5204.470215
	Iteration 80F: 3 clusters Score -4481746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -4481742.000000 Penalty: 5204.470215
	Iteration 81Q: 3 clusters Score -4481742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -4481742.000000 Penalty: 5204.470215
	Iteration 82F: 3 clusters Score -4481742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 18605 members 
Mstep: Class 7 contains 34286 members 
Mstep: Class 8 contains 27298 members 
Mstep: Class 9 contains 35574 members 
Mstep: Class 10 contains 19760 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 29533 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 128802 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 56568 members 
Mstep: Class 18 contains 17787 members 
Mstep: Class 19 contains 15341 members 
Mstep: Class 20 contains 35529 members 
Mstep: Class 21 contains 9639 members 
Mstep: Class 22 contains 2436 members 
Mstep: Class 23 contains 7915 members 
Mstep: Class 24 contains 96859 members 
Mstep: Class 25 contains 16298 members 
Entering Unmasked Estep 
Score: -73787160.000000 Penalty: 82272.671875
Splitting cluster 10 changes total score from -73760696.000000 to -73787160.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (3991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Entering Unmasked Estep 
Score: -467148.375000 Penalty: 2056.365479
	Iteration 0F: 2 clusters Score -467148.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -463337.187500 Penalty: 4112.730957
	Iteration 0F: 3 clusters Score -463337.2 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -464359.250000 Penalty: 4112.730957
	Iteration 1F: 3 clusters Score -464359.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -464668.968750 Penalty: 4112.730957
	Iteration 2F: 3 clusters Score -464669 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -464872.093750 Penalty: 4112.730957
	Iteration 3F: 3 clusters Score -464872.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -465037.187500 Penalty: 4112.730957
	Iteration 4F: 3 clusters Score -465037.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -465227.062500 Penalty: 4112.730957
	Iteration 5Q: 3 clusters Score -465227.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -465410.156250 Penalty: 4112.730957
	Iteration 6F: 3 clusters Score -465410.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -465576.218750 Penalty: 4112.730957
	Iteration 7Q: 3 clusters Score -465576.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -465728.031250 Penalty: 4112.730957
	Iteration 8Q: 3 clusters Score -465728 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -465854.125000 Penalty: 4112.730957
	Iteration 9Q: 3 clusters Score -465854.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -465943.812500 Penalty: 4112.730957
	Iteration 10Q: 3 clusters Score -465943.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -466005.812500 Penalty: 4112.730957
	Iteration 11Q: 3 clusters Score -466005.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -466068.031250 Penalty: 4112.730957
	Iteration 12Q: 3 clusters Score -466068 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -466124.437500 Penalty: 4112.730957
	Iteration 13Q: 3 clusters Score -466124.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -466175.875000 Penalty: 4112.730957
	Iteration 14Q: 3 clusters Score -466175.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -466206.843750 Penalty: 4112.730957
	Iteration 15Q: 3 clusters Score -466206.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -466230.906250 Penalty: 4112.730957
	Iteration 16Q: 3 clusters Score -466230.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -466247.187500 Penalty: 4112.730957
	Iteration 17Q: 3 clusters Score -466247.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -466256.000000 Penalty: 4112.730957
	Iteration 18Q: 3 clusters Score -466256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -466260.812500 Penalty: 4112.730957
	Iteration 19Q: 3 clusters Score -466260.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -466268.187500 Penalty: 4112.730957
	Iteration 20F: 3 clusters Score -466268.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -466276.968750 Penalty: 4112.730957
	Iteration 21Q: 3 clusters Score -466277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -466280.593750 Penalty: 4112.730957
	Iteration 22Q: 3 clusters Score -466280.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -466285.000000 Penalty: 4112.730957
	Iteration 23Q: 3 clusters Score -466285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -466289.968750 Penalty: 4112.730957
	Iteration 24Q: 3 clusters Score -466290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -466294.781250 Penalty: 4112.730957
	Iteration 25Q: 3 clusters Score -466294.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -466300.000000 Penalty: 4112.730957
	Iteration 26Q: 3 clusters Score -466300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -466302.968750 Penalty: 4112.730957
	Iteration 27Q: 3 clusters Score -466303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -466306.718750 Penalty: 4112.730957
	Iteration 28Q: 3 clusters Score -466306.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -466311.093750 Penalty: 4112.730957
	Iteration 29Q: 3 clusters Score -466311.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -466313.750000 Penalty: 4112.730957
	Iteration 30Q: 3 clusters Score -466313.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -466316.812500 Penalty: 4112.730957
	Iteration 31Q: 3 clusters Score -466316.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -466320.031250 Penalty: 4112.730957
	Iteration 32Q: 3 clusters Score -466320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -466322.812500 Penalty: 4112.730957
	Iteration 33Q: 3 clusters Score -466322.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -466328.218750 Penalty: 4112.730957
	Iteration 34Q: 3 clusters Score -466328.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -466333.093750 Penalty: 4112.730957
	Iteration 35Q: 3 clusters Score -466333.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -466338.843750 Penalty: 4112.730957
	Iteration 36Q: 3 clusters Score -466338.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -466345.906250 Penalty: 4112.730957
	Iteration 37Q: 3 clusters Score -466345.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -466350.375000 Penalty: 4112.730957
	Iteration 38Q: 3 clusters Score -466350.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -466354.437500 Penalty: 4112.730957
	Iteration 39Q: 3 clusters Score -466354.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -466359.843750 Penalty: 4112.730957
	Iteration 40F: 3 clusters Score -466359.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -466367.187500 Penalty: 4112.730957
	Iteration 41Q: 3 clusters Score -466367.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -466373.343750 Penalty: 4112.730957
	Iteration 42Q: 3 clusters Score -466373.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -466378.781250 Penalty: 4112.730957
	Iteration 43Q: 3 clusters Score -466378.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -466383.843750 Penalty: 4112.730957
	Iteration 44Q: 3 clusters Score -466383.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -466387.062500 Penalty: 4112.730957
	Iteration 45Q: 3 clusters Score -466387.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -466389.781250 Penalty: 4112.730957
	Iteration 46Q: 3 clusters Score -466389.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -466393.437500 Penalty: 4112.730957
	Iteration 47Q: 3 clusters Score -466393.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -466396.687500 Penalty: 4112.730957
	Iteration 48Q: 3 clusters Score -466396.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -466400.125000 Penalty: 4112.730957
	Iteration 49Q: 3 clusters Score -466400.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -466402.687500 Penalty: 4112.730957
	Iteration 50Q: 3 clusters Score -466402.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -466404.968750 Penalty: 4112.730957
	Iteration 51Q: 3 clusters Score -466405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -466405.843750 Penalty: 4112.730957
	Iteration 52Q: 3 clusters Score -466405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -466407.093750 Penalty: 4112.730957
	Iteration 53Q: 3 clusters Score -466407.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -466407.093750 Penalty: 4112.730957
	Iteration 54F: 3 clusters Score -466407.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Entering Unmasked Estep 
Score: -3844123.250000 Penalty: 2552.729248
	Iteration 0F: 2 clusters Score -3844123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -3823797.000000 Penalty: 5105.458496
	Iteration 0F: 3 clusters Score -3823797 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -3831634.750000 Penalty: 5105.458496
	Iteration 1F: 3 clusters Score -3831635 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -3832825.000000 Penalty: 5105.458496
	Iteration 2F: 3 clusters Score -3832825 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -3834185.250000 Penalty: 5105.458496
	Iteration 3F: 3 clusters Score -3834185 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -3835688.500000 Penalty: 5105.458496
	Iteration 4F: 3 clusters Score -3835688 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -3837095.250000 Penalty: 5105.458496
	Iteration 5F: 3 clusters Score -3837095 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3838134.500000 Penalty: 5105.458496
	Iteration 6F: 3 clusters Score -3838134 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -3838791.250000 Penalty: 5105.458496
	Iteration 7Q: 3 clusters Score -3838791 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -3839248.000000 Penalty: 5105.458496
	Iteration 8Q: 3 clusters Score -3839248 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -3839597.000000 Penalty: 5105.458496
	Iteration 9Q: 3 clusters Score -3839597 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -3839911.250000 Penalty: 5105.458496
	Iteration 10Q: 3 clusters Score -3839911 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -3840184.000000 Penalty: 5105.458496
	Iteration 11Q: 3 clusters Score -3840184 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3840463.750000 Penalty: 5105.458496
	Iteration 12Q: 3 clusters Score -3840464 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3840733.750000 Penalty: 5105.458496
	Iteration 13Q: 3 clusters Score -3840734 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -3841039.750000 Penalty: 5105.458496
	Iteration 14Q: 3 clusters Score -3841040 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3841280.500000 Penalty: 5105.458496
	Iteration 15Q: 3 clusters Score -3841280 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -3841505.250000 Penalty: 5105.458496
	Iteration 16Q: 3 clusters Score -3841505 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3841720.250000 Penalty: 5105.458496
	Iteration 17Q: 3 clusters Score -3841720 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3841922.750000 Penalty: 5105.458496
	Iteration 18Q: 3 clusters Score -3841923 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -3842069.250000 Penalty: 5105.458496
	Iteration 19Q: 3 clusters Score -3842069 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3842172.500000 Penalty: 5105.458496
	Iteration 20F: 3 clusters Score -3842172 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3842262.250000 Penalty: 5105.458496
	Iteration 21Q: 3 clusters Score -3842262 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3842321.250000 Penalty: 5105.458496
	Iteration 22Q: 3 clusters Score -3842321 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3842373.000000 Penalty: 5105.458496
	Iteration 23Q: 3 clusters Score -3842373 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -3842445.500000 Penalty: 5105.458496
	Iteration 24Q: 3 clusters Score -3842446 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -3842499.250000 Penalty: 5105.458496
	Iteration 25Q: 3 clusters Score -3842499 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -3842559.000000 Penalty: 5105.458496
	Iteration 26Q: 3 clusters Score -3842559 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -3842612.500000 Penalty: 5105.458496
	Iteration 27Q: 3 clusters Score -3842612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -3842659.500000 Penalty: 5105.458496
	Iteration 28Q: 3 clusters Score -3842660 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -3842714.750000 Penalty: 5105.458496
	Iteration 29Q: 3 clusters Score -3842715 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -3842752.250000 Penalty: 5105.458496
	Iteration 30Q: 3 clusters Score -3842752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -3842787.250000 Penalty: 5105.458496
	Iteration 31Q: 3 clusters Score -3842787 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -3842835.750000 Penalty: 5105.458496
	Iteration 32Q: 3 clusters Score -3842836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -3842864.000000 Penalty: 5105.458496
	Iteration 33Q: 3 clusters Score -3842864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -3842893.000000 Penalty: 5105.458496
	Iteration 34Q: 3 clusters Score -3842893 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -3842912.000000 Penalty: 5105.458496
	Iteration 35Q: 3 clusters Score -3842912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -3842926.000000 Penalty: 5105.458496
	Iteration 36Q: 3 clusters Score -3842926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -3842946.500000 Penalty: 5105.458496
	Iteration 37Q: 3 clusters Score -3842946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -3842960.250000 Penalty: 5105.458496
	Iteration 38Q: 3 clusters Score -3842960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -3842971.500000 Penalty: 5105.458496
	Iteration 39Q: 3 clusters Score -3842972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -3842985.500000 Penalty: 5105.458496
	Iteration 40F: 3 clusters Score -3842986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -3842994.250000 Penalty: 5105.458496
	Iteration 41Q: 3 clusters Score -3842994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -3843018.750000 Penalty: 5105.458496
	Iteration 42Q: 3 clusters Score -3843019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -3843031.000000 Penalty: 5105.458496
	Iteration 43Q: 3 clusters Score -3843031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -3843041.250000 Penalty: 5105.458496
	Iteration 44Q: 3 clusters Score -3843041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -3843051.000000 Penalty: 5105.458496
	Iteration 45Q: 3 clusters Score -3843051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -3843068.500000 Penalty: 5105.458496
	Iteration 46Q: 3 clusters Score -3843068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -3843066.750000 Penalty: 5105.458496
	Iteration 47Q: 3 clusters Score -3843067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -3843077.500000 Penalty: 5105.458496
	Iteration 48Q: 3 clusters Score -3843078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -3843087.250000 Penalty: 5105.458496
	Iteration 49Q: 3 clusters Score -3843087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -3843096.500000 Penalty: 5105.458496
	Iteration 50Q: 3 clusters Score -3843096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -3843106.750000 Penalty: 5105.458496
	Iteration 51Q: 3 clusters Score -3843107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -3843115.250000 Penalty: 5105.458496
	Iteration 52Q: 3 clusters Score -3843115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -3843118.750000 Penalty: 5105.458496
	Iteration 53Q: 3 clusters Score -3843119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -3843126.750000 Penalty: 5105.458496
	Iteration 54Q: 3 clusters Score -3843127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -3843132.250000 Penalty: 5105.458496
	Iteration 55Q: 3 clusters Score -3843132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -3843129.250000 Penalty: 5105.458496
	Iteration 56Q: 3 clusters Score -3843129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -3843129.500000 Penalty: 5105.458496
	Iteration 57Q: 3 clusters Score -3843130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -3843128.000000 Penalty: 5105.458496
	Iteration 58Q: 3 clusters Score -3843128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -3843131.000000 Penalty: 5105.458496
	Iteration 59Q: 3 clusters Score -3843131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -3843132.750000 Penalty: 5105.458496
	Iteration 60F: 3 clusters Score -3843133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3843131.500000 Penalty: 5105.458496
	Iteration 61Q: 3 clusters Score -3843132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3843132.500000 Penalty: 5105.458496
	Iteration 62Q: 3 clusters Score -3843132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -3843133.000000 Penalty: 5105.458496
	Iteration 63Q: 3 clusters Score -3843133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -3843132.250000 Penalty: 5105.458496
	Iteration 64Q: 3 clusters Score -3843132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -3843132.750000 Penalty: 5105.458496
	Iteration 65Q: 3 clusters Score -3843133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -3843136.000000 Penalty: 5105.458496
	Iteration 66Q: 3 clusters Score -3843136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -3843136.000000 Penalty: 5105.458496
	Iteration 67Q: 3 clusters Score -3843136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -3843138.000000 Penalty: 5105.458496
	Iteration 68Q: 3 clusters Score -3843138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -3843139.500000 Penalty: 5105.458496
	Iteration 69Q: 3 clusters Score -3843140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -3843138.000000 Penalty: 5105.458496
	Iteration 70Q: 3 clusters Score -3843138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -3843134.250000 Penalty: 5105.458496
	Iteration 71Q: 3 clusters Score -3843134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -3843133.500000 Penalty: 5105.458496
	Iteration 72Q: 3 clusters Score -3843134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -3843133.500000 Penalty: 5105.458496
	Iteration 73F: 3 clusters Score -3843134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Entering Unmasked Estep 
Score: -635413.062500 Penalty: 2121.943115
	Iteration 0F: 2 clusters Score -635413.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -630763.125000 Penalty: 4243.886230
	Iteration 0F: 3 clusters Score -630763.1 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -632033.000000 Penalty: 4243.886230
	Iteration 1F: 3 clusters Score -632033 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -632360.125000 Penalty: 4243.886230
	Iteration 2F: 3 clusters Score -632360.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -632629.562500 Penalty: 4243.886230
	Iteration 3F: 3 clusters Score -632629.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -632915.500000 Penalty: 4243.886230
	Iteration 4F: 3 clusters Score -632915.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -633293.125000 Penalty: 4243.886230
	Iteration 5F: 3 clusters Score -633293.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -633642.062500 Penalty: 4243.886230
	Iteration 6F: 3 clusters Score -633642.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -633880.875000 Penalty: 4243.886230
	Iteration 7F: 3 clusters Score -633880.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -634028.250000 Penalty: 4243.886230
	Iteration 8Q: 3 clusters Score -634028.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -634134.937500 Penalty: 4243.886230
	Iteration 9Q: 3 clusters Score -634134.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -634199.062500 Penalty: 4243.886230
	Iteration 10Q: 3 clusters Score -634199.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -634228.125000 Penalty: 4243.886230
	Iteration 11Q: 3 clusters Score -634228.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -634248.375000 Penalty: 4243.886230
	Iteration 12Q: 3 clusters Score -634248.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -634264.875000 Penalty: 4243.886230
	Iteration 13Q: 3 clusters Score -634264.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -634273.937500 Penalty: 4243.886230
	Iteration 14Q: 3 clusters Score -634273.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -634283.187500 Penalty: 4243.886230
	Iteration 15Q: 3 clusters Score -634283.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -634288.875000 Penalty: 4243.886230
	Iteration 16Q: 3 clusters Score -634288.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -634290.562500 Penalty: 4243.886230
	Iteration 17Q: 3 clusters Score -634290.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -634293.750000 Penalty: 4243.886230
	Iteration 18Q: 3 clusters Score -634293.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -634298.875000 Penalty: 4243.886230
	Iteration 19Q: 3 clusters Score -634298.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -634305.875000 Penalty: 4243.886230
	Iteration 20F: 3 clusters Score -634305.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -634308.687500 Penalty: 4243.886230
	Iteration 21Q: 3 clusters Score -634308.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -634309.312500 Penalty: 4243.886230
	Iteration 22Q: 3 clusters Score -634309.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -634309.937500 Penalty: 4243.886230
	Iteration 23Q: 3 clusters Score -634309.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -634310.375000 Penalty: 4243.886230
	Iteration 24Q: 3 clusters Score -634310.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -634312.312500 Penalty: 4243.886230
	Iteration 25Q: 3 clusters Score -634312.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -634311.500000 Penalty: 4243.886230
	Iteration 26Q: 3 clusters Score -634311.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -634311.500000 Penalty: 4243.886230
	Iteration 27F: 3 clusters Score -634311.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (128802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128802 members 
Entering Unmasked Estep 
Score: -16961548.000000 Penalty: 2917.975830
	Iteration 0F: 2 clusters Score -1.696155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 64704 members 
Entering Unmasked Estep 
Score: -16875178.000000 Penalty: 5835.951660
	Iteration 0F: 3 clusters Score -1.687518e+07 nChanged 61411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -16910832.000000 Penalty: 5835.951660
	Iteration 1F: 3 clusters Score -1.691083e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 71803 members 
Entering Unmasked Estep 
Score: -16912102.000000 Penalty: 5835.951660
	Iteration 2Q: 3 clusters Score -1.69121e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -16913858.000000 Penalty: 5835.951660
	Iteration 3Q: 3 clusters Score -1.691386e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 81558 members 
Entering Unmasked Estep 
Score: -16916906.000000 Penalty: 5835.951660
	Iteration 4Q: 3 clusters Score -1.691691e+07 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 89819 members 
Entering Unmasked Estep 
Score: -16922496.000000 Penalty: 5835.951660
	Iteration 5F: 3 clusters Score -1.69225e+07 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 100499 members 
Entering Unmasked Estep 
Score: -16931358.000000 Penalty: 5835.951660
	Iteration 6F: 3 clusters Score -1.693136e+07 nChanged 11655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 112144 members 
Entering Unmasked Estep 
Score: -16942474.000000 Penalty: 5835.951660
	Iteration 7F: 3 clusters Score -1.694247e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 121348 members 
Entering Unmasked Estep 
Score: -16951766.000000 Penalty: 5835.951660
	Iteration 8F: 3 clusters Score -1.695177e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 126231 members 
Entering Unmasked Estep 
Score: -16956604.000000 Penalty: 5835.951660
	Iteration 9Q: 3 clusters Score -1.69566e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 127959 members 
Entering Unmasked Estep 
Score: -16958280.000000 Penalty: 5835.951660
	Iteration 10Q: 3 clusters Score -1.695828e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 128405 members 
Entering Unmasked Estep 
Score: -16958668.000000 Penalty: 5835.951660
	Iteration 11Q: 3 clusters Score -1.695867e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 128529 members 
Entering Unmasked Estep 
Score: -16958842.000000 Penalty: 5835.951660
	Iteration 12Q: 3 clusters Score -1.695884e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 128574 members 
Entering Unmasked Estep 
Score: -16958896.000000 Penalty: 5835.951660
	Iteration 13Q: 3 clusters Score -1.69589e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 128594 members 
Entering Unmasked Estep 
Score: -16958940.000000 Penalty: 5835.951660
	Iteration 14Q: 3 clusters Score -1.695894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 128602 members 
Entering Unmasked Estep 
Score: -16958958.000000 Penalty: 5835.951660
	Iteration 15Q: 3 clusters Score -1.695896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 128605 members 
Entering Unmasked Estep 
Score: -16958968.000000 Penalty: 5835.951660
	Iteration 16Q: 3 clusters Score -1.695897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 128604 members 
Entering Unmasked Estep 
Score: -16958974.000000 Penalty: 5835.951660
	Iteration 17Q: 3 clusters Score -1.695897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 128603 members 
Entering Unmasked Estep 
Score: -16958982.000000 Penalty: 5835.951660
	Iteration 18Q: 3 clusters Score -1.695898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 128604 members 
Entering Unmasked Estep 
Score: -16958986.000000 Penalty: 5835.951660
	Iteration 19Q: 3 clusters Score -1.695899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 128606 members 
Entering Unmasked Estep 
Score: -16958990.000000 Penalty: 5835.951660
	Iteration 20F: 3 clusters Score -1.695899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 128608 members 
Entering Unmasked Estep 
Score: -16958986.000000 Penalty: 5835.951660
	Iteration 21Q: 3 clusters Score -1.695899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 128608 members 
Entering Unmasked Estep 
Score: -16958982.000000 Penalty: 5835.951660
	Iteration 22Q: 3 clusters Score -1.695898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 128606 members 
Entering Unmasked Estep 
Score: -16958990.000000 Penalty: 5835.951660
	Iteration 23Q: 3 clusters Score -1.695899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 128607 members 
Entering Unmasked Estep 
Score: -16959000.000000 Penalty: 5835.951660
	Iteration 24Q: 3 clusters Score -1.6959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 128607 members 
Entering Unmasked Estep 
Score: -16959000.000000 Penalty: 5835.951660
	Iteration 25Q: 3 clusters Score -1.6959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 128608 members 
Entering Unmasked Estep 
Score: -16959008.000000 Penalty: 5835.951660
	Iteration 26Q: 3 clusters Score -1.695901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 128608 members 
Entering Unmasked Estep 
Score: -16959008.000000 Penalty: 5835.951660
	Iteration 27F: 3 clusters Score -1.695901e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -44577.718750 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -44577.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43201.082031 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -43201.08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43458.191406 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -43458.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43610.835938 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -43610.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43686.769531 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -43686.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43743.656250 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -43743.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43799.492188 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -43799.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43815.210938 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -43815.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43817.316406 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -43817.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43823.945312 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -43823.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43823.945312 Penalty: 2993.598877
	Iteration 9F: 3 clusters Score -43823.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Entering Unmasked Estep 
Score: -7394386.000000 Penalty: 2713.913330
	Iteration 0F: 2 clusters Score -7394386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -7356192.000000 Penalty: 5427.826660
	Iteration 0F: 3 clusters Score -7356192 nChanged 26451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -7370901.000000 Penalty: 5427.826660
	Iteration 1F: 3 clusters Score -7370901 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -7371839.000000 Penalty: 5427.826660
	Iteration 2Q: 3 clusters Score -7371839 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -7373226.500000 Penalty: 5427.826660
	Iteration 3Q: 3 clusters Score -7373226 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -7375125.500000 Penalty: 5427.826660
	Iteration 4F: 3 clusters Score -7375126 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -7377914.000000 Penalty: 5427.826660
	Iteration 5F: 3 clusters Score -7377914 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -7381396.000000 Penalty: 5427.826660
	Iteration 6F: 3 clusters Score -7381396 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -7384889.000000 Penalty: 5427.826660
	Iteration 7F: 3 clusters Score -7384889 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -7387675.500000 Penalty: 5427.826660
	Iteration 8F: 3 clusters Score -7387676 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -7389858.000000 Penalty: 5427.826660
	Iteration 9Q: 3 clusters Score -7389858 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -7391145.000000 Penalty: 5427.826660
	Iteration 10Q: 3 clusters Score -7391145 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -7391730.500000 Penalty: 5427.826660
	Iteration 11Q: 3 clusters Score -7391730 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -7391964.000000 Penalty: 5427.826660
	Iteration 12Q: 3 clusters Score -7391964 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -7392064.500000 Penalty: 5427.826660
	Iteration 13Q: 3 clusters Score -7392064 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -7392106.500000 Penalty: 5427.826660
	Iteration 14Q: 3 clusters Score -7392106 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -7392129.500000 Penalty: 5427.826660
	Iteration 15Q: 3 clusters Score -7392130 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -7392145.500000 Penalty: 5427.826660
	Iteration 16Q: 3 clusters Score -7392146 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -7392171.500000 Penalty: 5427.826660
	Iteration 17Q: 3 clusters Score -7392172 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -7392186.000000 Penalty: 5427.826660
	Iteration 18Q: 3 clusters Score -7392186 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -7392195.000000 Penalty: 5427.826660
	Iteration 19Q: 3 clusters Score -7392195 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -7392185.000000 Penalty: 5427.826660
	Iteration 20F: 3 clusters Score -7392185 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -7392222.500000 Penalty: 5427.826660
	Iteration 21Q: 3 clusters Score -7392222 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -7392234.000000 Penalty: 5427.826660
	Iteration 22Q: 3 clusters Score -7392234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -7392243.000000 Penalty: 5427.826660
	Iteration 23Q: 3 clusters Score -7392243 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -7392248.000000 Penalty: 5427.826660
	Iteration 24Q: 3 clusters Score -7392248 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -7392250.000000 Penalty: 5427.826660
	Iteration 25Q: 3 clusters Score -7392250 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -7392246.500000 Penalty: 5427.826660
	Iteration 26Q: 3 clusters Score -7392246 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -7392256.500000 Penalty: 5427.826660
	Iteration 27Q: 3 clusters Score -7392256 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -7392268.500000 Penalty: 5427.826660
	Iteration 28Q: 3 clusters Score -7392268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -7392282.000000 Penalty: 5427.826660
	Iteration 29Q: 3 clusters Score -7392282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -7392286.500000 Penalty: 5427.826660
	Iteration 30Q: 3 clusters Score -7392286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -7392281.500000 Penalty: 5427.826660
	Iteration 31Q: 3 clusters Score -7392282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -7392279.500000 Penalty: 5427.826660
	Iteration 32Q: 3 clusters Score -7392280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -7392282.000000 Penalty: 5427.826660
	Iteration 33Q: 3 clusters Score -7392282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -7392299.500000 Penalty: 5427.826660
	Iteration 34Q: 3 clusters Score -7392300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -7392296.000000 Penalty: 5427.826660
	Iteration 35Q: 3 clusters Score -7392296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -7392299.500000 Penalty: 5427.826660
	Iteration 36Q: 3 clusters Score -7392300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -7392302.000000 Penalty: 5427.826660
	Iteration 37Q: 3 clusters Score -7392302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -7392306.500000 Penalty: 5427.826660
	Iteration 38Q: 3 clusters Score -7392306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -7392297.500000 Penalty: 5427.826660
	Iteration 39Q: 3 clusters Score -7392298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -7392312.000000 Penalty: 5427.826660
	Iteration 40F: 3 clusters Score -7392312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7392308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -7392309.000000 Penalty: 5427.826660
	Iteration 42Q: 3 clusters Score -7392309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -7392317.000000 Penalty: 5427.826660
	Iteration 43Q: 3 clusters Score -7392317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -7392316.000000 Penalty: 5427.826660
	Iteration 44Q: 3 clusters Score -7392316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -7392321.500000 Penalty: 5427.826660
	Iteration 45Q: 3 clusters Score -7392322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -7392321.500000 Penalty: 5427.826660
	Iteration 46Q: 3 clusters Score -7392322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -7392325.500000 Penalty: 5427.826660
	Iteration 47Q: 3 clusters Score -7392326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -7392320.000000 Penalty: 5427.826660
	Iteration 48Q: 3 clusters Score -7392320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -7392320.500000 Penalty: 5427.826660
	Iteration 49Q: 3 clusters Score -7392320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -7392319.000000 Penalty: 5427.826660
	Iteration 50Q: 3 clusters Score -7392319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50402 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -7392327.500000 Penalty: 5427.826660
	Iteration 51Q: 3 clusters Score -7392328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -7392320.500000 Penalty: 5427.826660
	Iteration 52Q: 3 clusters Score -7392320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -7392323.500000 Penalty: 5427.826660
	Iteration 53Q: 3 clusters Score -7392324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -7392327.500000 Penalty: 5427.826660
	Iteration 54Q: 3 clusters Score -7392328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -7392324.500000 Penalty: 5427.826660
	Iteration 55Q: 3 clusters Score -7392324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -7392321.000000 Penalty: 5427.826660
	Iteration 56Q: 3 clusters Score -7392321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -7392327.500000 Penalty: 5427.826660
	Iteration 57Q: 3 clusters Score -7392328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50444 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -7392321.000000 Penalty: 5427.826660
	Iteration 58Q: 3 clusters Score -7392321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -7392323.500000 Penalty: 5427.826660
	Iteration 59Q: 3 clusters Score -7392324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -7392332.500000 Penalty: 5427.826660
	Iteration 60F: 3 clusters Score -7392332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -7392330.000000 Penalty: 5427.826660
	Iteration 61Q: 3 clusters Score -7392330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -7392329.500000 Penalty: 5427.826660
	Iteration 62Q: 3 clusters Score -7392330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -7392326.500000 Penalty: 5427.826660
	Iteration 63Q: 3 clusters Score -7392326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -7392326.500000 Penalty: 5427.826660
	Iteration 64Q: 3 clusters Score -7392326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -7392329.000000 Penalty: 5427.826660
	Iteration 65Q: 3 clusters Score -7392329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -7392324.500000 Penalty: 5427.826660
	Iteration 66Q: 3 clusters Score -7392324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -7392326.000000 Penalty: 5427.826660
	Iteration 67Q: 3 clusters Score -7392326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -7392322.500000 Penalty: 5427.826660
	Iteration 68Q: 3 clusters Score -7392322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7392328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -7392332.000000 Penalty: 5427.826660
	Iteration 70Q: 3 clusters Score -7392332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -7392325.500000 Penalty: 5427.826660
	Iteration 71Q: 3 clusters Score -7392326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -7392318.000000 Penalty: 5427.826660
	Iteration 72Q: 3 clusters Score -7392318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -7392324.500000 Penalty: 5427.826660
	Iteration 73Q: 3 clusters Score -7392324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -7392325.000000 Penalty: 5427.826660
	Iteration 74Q: 3 clusters Score -7392325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -7392331.500000 Penalty: 5427.826660
	Iteration 75Q: 3 clusters Score -7392332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -7392322.500000 Penalty: 5427.826660
	Iteration 76Q: 3 clusters Score -7392322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50595 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -7392322.000000 Penalty: 5427.826660
	Iteration 77Q: 3 clusters Score -7392322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -7392342.500000 Penalty: 5427.826660
	Iteration 78Q: 3 clusters Score -7392342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -7392342.500000 Penalty: 5427.826660
	Iteration 79Q: 3 clusters Score -7392342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -7392347.500000 Penalty: 5427.826660
	Iteration 80F: 3 clusters Score -7392348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -7392352.000000 Penalty: 5427.826660
	Iteration 81Q: 3 clusters Score -7392352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -7392356.000000 Penalty: 5427.826660
	Iteration 82Q: 3 clusters Score -7392356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -7392356.000000 Penalty: 5427.826660
	Iteration 83Q: 3 clusters Score -7392356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50698 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -7392357.500000 Penalty: 5427.826660
	Iteration 84Q: 3 clusters Score -7392358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -7392353.500000 Penalty: 5427.826660
	Iteration 85Q: 3 clusters Score -7392354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -7392353.000000 Penalty: 5427.826660
	Iteration 86Q: 3 clusters Score -7392353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -7392350.000000 Penalty: 5427.826660
	Iteration 87Q: 3 clusters Score -7392350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -7392349.500000 Penalty: 5427.826660
	Iteration 88Q: 3 clusters Score -7392350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -7392352.500000 Penalty: 5427.826660
	Iteration 89Q: 3 clusters Score -7392352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -7392353.000000 Penalty: 5427.826660
	Iteration 90Q: 3 clusters Score -7392353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -7392352.000000 Penalty: 5427.826660
	Iteration 91Q: 3 clusters Score -7392352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -7392353.000000 Penalty: 5427.826660
	Iteration 92Q: 3 clusters Score -7392353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -7392349.500000 Penalty: 5427.826660
	Iteration 93Q: 3 clusters Score -7392350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -7392356.000000 Penalty: 5427.826660
	Iteration 94Q: 3 clusters Score -7392356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -7392356.500000 Penalty: 5427.826660
	Iteration 95Q: 3 clusters Score -7392356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -7392352.500000 Penalty: 5427.826660
	Iteration 96Q: 3 clusters Score -7392352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -7392351.000000 Penalty: 5427.826660
	Iteration 97Q: 3 clusters Score -7392351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50813 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -7392349.000000 Penalty: 5427.826660
	Iteration 98Q: 3 clusters Score -7392349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -7392351.500000 Penalty: 5427.826660
	Iteration 99Q: 3 clusters Score -7392352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -7392356.000000 Penalty: 5427.826660
	Iteration 100F: 3 clusters Score -7392356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -7392359.000000 Penalty: 5427.826660
	Iteration 101Q: 3 clusters Score -7392359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -7392361.000000 Penalty: 5427.826660
	Iteration 102Q: 3 clusters Score -7392361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -7392356.500000 Penalty: 5427.826660
	Iteration 103Q: 3 clusters Score -7392356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -7392351.000000 Penalty: 5427.826660
	Iteration 104Q: 3 clusters Score -7392351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -7392340.500000 Penalty: 5427.826660
	Iteration 105Q: 3 clusters Score -7392340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -7392340.000000 Penalty: 5427.826660
	Iteration 106Q: 3 clusters Score -7392340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -7392340.500000 Penalty: 5427.826660
	Iteration 107Q: 3 clusters Score -7392340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -7392341.000000 Penalty: 5427.826660
	Iteration 108Q: 3 clusters Score -7392341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -7392344.500000 Penalty: 5427.826660
	Iteration 109Q: 3 clusters Score -7392344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -7392346.500000 Penalty: 5427.826660
	Iteration 110Q: 3 clusters Score -7392346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -7392349.500000 Penalty: 5427.826660
	Iteration 111Q: 3 clusters Score -7392350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -7392354.000000 Penalty: 5427.826660
	Iteration 112Q: 3 clusters Score -7392354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -7392358.500000 Penalty: 5427.826660
	Iteration 113Q: 3 clusters Score -7392358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -7392356.000000 Penalty: 5427.826660
	Iteration 114Q: 3 clusters Score -7392356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -7392356.500000 Penalty: 5427.826660
	Iteration 115Q: 3 clusters Score -7392356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -7392361.000000 Penalty: 5427.826660
	Iteration 116Q: 3 clusters Score -7392361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -7392357.500000 Penalty: 5427.826660
	Iteration 117Q: 3 clusters Score -7392358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -7392350.500000 Penalty: 5427.826660
	Iteration 118Q: 3 clusters Score -7392350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -7392367.000000 Penalty: 5427.826660
	Iteration 119Q: 3 clusters Score -7392367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -7392368.000000 Penalty: 5427.826660
	Iteration 120F: 3 clusters Score -7392368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -7392363.000000 Penalty: 5427.826660
	Iteration 121Q: 3 clusters Score -7392363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7392367 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -7392367.000000 Penalty: 5427.826660
	Iteration 123F: 3 clusters Score -7392367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15341 members 
Entering Unmasked Estep 
Score: -1877462.375000 Penalty: 2390.294678
	Iteration 0F: 2 clusters Score -1877462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1866449.750000 Penalty: 4780.589355
	Iteration 0F: 3 clusters Score -1866450 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1870410 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1871356.125000 Penalty: 4780.589355
	Iteration 2F: 3 clusters Score -1871356 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1872370.875000 Penalty: 4780.589355
	Iteration 3F: 3 clusters Score -1872371 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1873406.750000 Penalty: 4780.589355
	Iteration 4F: 3 clusters Score -1873407 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1874527.250000 Penalty: 4780.589355
	Iteration 5F: 3 clusters Score -1874527 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1875608.000000 Penalty: 4780.589355
	Iteration 6F: 3 clusters Score -1875608 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1876657.625000 Penalty: 4780.589355
	Iteration 7F: 3 clusters Score -1876658 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1877340.750000 Penalty: 4780.589355
	Iteration 8F: 3 clusters Score -1877341 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1877696.000000 Penalty: 4780.589355
	Iteration 9Q: 3 clusters Score -1877696 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1877840.250000 Penalty: 4780.589355
	Iteration 10Q: 3 clusters Score -1877840 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1877922.500000 Penalty: 4780.589355
	Iteration 11Q: 3 clusters Score -1877922 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1877958.375000 Penalty: 4780.589355
	Iteration 12Q: 3 clusters Score -1877958 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1877980.375000 Penalty: 4780.589355
	Iteration 13Q: 3 clusters Score -1877980 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1877998.250000 Penalty: 4780.589355
	Iteration 14Q: 3 clusters Score -1877998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1878000.625000 Penalty: 4780.589355
	Iteration 15Q: 3 clusters Score -1878001 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1878010.500000 Penalty: 4780.589355
	Iteration 16Q: 3 clusters Score -1878010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1878015.500000 Penalty: 4780.589355
	Iteration 17Q: 3 clusters Score -1878016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1878018.250000 Penalty: 4780.589355
	Iteration 18Q: 3 clusters Score -1878018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1878018.750000 Penalty: 4780.589355
	Iteration 19Q: 3 clusters Score -1878019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1878023.000000 Penalty: 4780.589355
	Iteration 20F: 3 clusters Score -1878023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1878025.750000 Penalty: 4780.589355
	Iteration 21Q: 3 clusters Score -1878026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1878025.750000 Penalty: 4780.589355
	Iteration 22F: 3 clusters Score -1878026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 18605 members 
Mstep: Class 7 contains 34286 members 
Mstep: Class 8 contains 27298 members 
Mstep: Class 9 contains 35574 members 
Mstep: Class 10 contains 19760 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 29533 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 128802 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 56568 members 
Mstep: Class 18 contains 17787 members 
Mstep: Class 19 contains 8747 members 
Mstep: Class 20 contains 35529 members 
Mstep: Class 21 contains 9639 members 
Mstep: Class 22 contains 2436 members 
Mstep: Class 23 contains 7915 members 
Mstep: Class 24 contains 96859 members 
Mstep: Class 25 contains 16298 members 
Mstep: Class 26 contains 6594 members 
Entering Unmasked Estep 
Score: -73786696.000000 Penalty: 85563.578125
Splitting cluster 19 changes total score from -73760696.000000 to -73786696.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (35529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Entering Unmasked Estep 
Score: -4568685.500000 Penalty: 2598.569824
	Iteration 0F: 2 clusters Score -4568686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -4544516.000000 Penalty: 5197.139648
	Iteration 0F: 3 clusters Score -4544516 nChanged 16060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -4553172.500000 Penalty: 5197.139648
	Iteration 1F: 3 clusters Score -4553172 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -4553767.000000 Penalty: 5197.139648
	Iteration 2Q: 3 clusters Score -4553767 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -4554411.000000 Penalty: 5197.139648
	Iteration 3Q: 3 clusters Score -4554411 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -4555163.000000 Penalty: 5197.139648
	Iteration 4Q: 3 clusters Score -4555163 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -4556009.000000 Penalty: 5197.139648
	Iteration 5Q: 3 clusters Score -4556009 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -4556913.000000 Penalty: 5197.139648
	Iteration 6F: 3 clusters Score -4556913 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -4557887.500000 Penalty: 5197.139648
	Iteration 7F: 3 clusters Score -4557888 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -4558787.500000 Penalty: 5197.139648
	Iteration 8F: 3 clusters Score -4558788 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -4559552.500000 Penalty: 5197.139648
	Iteration 9Q: 3 clusters Score -4559552 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -4560241.500000 Penalty: 5197.139648
	Iteration 10Q: 3 clusters Score -4560242 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -4560903.000000 Penalty: 5197.139648
	Iteration 11Q: 3 clusters Score -4560903 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -4561528.000000 Penalty: 5197.139648
	Iteration 12Q: 3 clusters Score -4561528 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -4562132.500000 Penalty: 5197.139648
	Iteration 13Q: 3 clusters Score -4562132 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -4562706.500000 Penalty: 5197.139648
	Iteration 14Q: 3 clusters Score -4562706 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -4563322.000000 Penalty: 5197.139648
	Iteration 15Q: 3 clusters Score -4563322 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -4564174.000000 Penalty: 5197.139648
	Iteration 16Q: 3 clusters Score -4564174 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -4565412.500000 Penalty: 5197.139648
	Iteration 17Q: 3 clusters Score -4565412 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -4566964.000000 Penalty: 5197.139648
	Iteration 18Q: 3 clusters Score -4566964 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -4569041.500000 Penalty: 5197.139648
	Iteration 19Q: 3 clusters Score -4569042 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -4571621.500000 Penalty: 5197.139648
	Iteration 20F: 3 clusters Score -4571622 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -4575399.500000 Penalty: 5197.139648
	Iteration 21Q: 3 clusters Score -4575400 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -4578938.000000 Penalty: 5197.139648
	Iteration 22Q: 3 clusters Score -4578938 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -4582317.000000 Penalty: 5197.139648
	Iteration 23Q: 3 clusters Score -4582317 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -4583899.500000 Penalty: 5197.139648
	Iteration 24Q: 3 clusters Score -4583900 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -4584193.500000 Penalty: 5197.139648
	Iteration 25Q: 3 clusters Score -4584194 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -4584341.000000 Penalty: 5197.139648
	Iteration 26Q: 3 clusters Score -4584341 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -4584398.500000 Penalty: 5197.139648
	Iteration 27Q: 3 clusters Score -4584398 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -4584434.000000 Penalty: 5197.139648
	Iteration 28Q: 3 clusters Score -4584434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -4584441.000000 Penalty: 5197.139648
	Iteration 29Q: 3 clusters Score -4584441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -4584445.500000 Penalty: 5197.139648
	Iteration 30Q: 3 clusters Score -4584446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -4584453.000000 Penalty: 5197.139648
	Iteration 31Q: 3 clusters Score -4584453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -4584458.000000 Penalty: 5197.139648
	Iteration 32Q: 3 clusters Score -4584458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -4584465.000000 Penalty: 5197.139648
	Iteration 33Q: 3 clusters Score -4584465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -4584471.500000 Penalty: 5197.139648
	Iteration 34Q: 3 clusters Score -4584472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -4584471.500000 Penalty: 5197.139648
	Iteration 35Q: 3 clusters Score -4584472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -4584469.000000 Penalty: 5197.139648
	Iteration 36Q: 3 clusters Score -4584469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -4584468.000000 Penalty: 5197.139648
	Iteration 37Q: 3 clusters Score -4584468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -4584465.500000 Penalty: 5197.139648
	Iteration 38Q: 3 clusters Score -4584466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -4584471.500000 Penalty: 5197.139648
	Iteration 39F: 3 clusters Score -4584472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -4584471.000000 Penalty: 5197.139648
	Iteration 40F: 3 clusters Score -4584471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 18605 members 
Mstep: Class 7 contains 34286 members 
Mstep: Class 8 contains 27298 members 
Mstep: Class 9 contains 35574 members 
Mstep: Class 10 contains 19760 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 29533 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 128802 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 56568 members 
Mstep: Class 18 contains 17787 members 
Mstep: Class 19 contains 8747 members 
Mstep: Class 20 contains 21499 members 
Mstep: Class 21 contains 9639 members 
Mstep: Class 22 contains 2436 members 
Mstep: Class 23 contains 7915 members 
Mstep: Class 24 contains 96859 members 
Mstep: Class 25 contains 16298 members 
Mstep: Class 26 contains 6594 members 
Mstep: Class 27 contains 14030 members 
Entering Unmasked Estep 
Score: -73801696.000000 Penalty: 88854.484375
Splitting cluster 20 changes total score from -73760696.000000 to -73801696.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 21 (9639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Entering Unmasked Estep 
Score: -1251709.250000 Penalty: 2275.045898
	Iteration 0F: 2 clusters Score -1251709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1244227.875000 Penalty: 4550.091797
	Iteration 0F: 3 clusters Score -1244228 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1246830.500000 Penalty: 4550.091797
	Iteration 1F: 3 clusters Score -1246830 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1247926.750000 Penalty: 4550.091797
	Iteration 2F: 3 clusters Score -1247927 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1249313.500000 Penalty: 4550.091797
	Iteration 3F: 3 clusters Score -1249314 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1250922.250000 Penalty: 4550.091797
	Iteration 4F: 3 clusters Score -1250922 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1252635.375000 Penalty: 4550.091797
	Iteration 5F: 3 clusters Score -1252635 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1254177.375000 Penalty: 4550.091797
	Iteration 6F: 3 clusters Score -1254177 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1254867.625000 Penalty: 4550.091797
	Iteration 7F: 3 clusters Score -1254868 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1255233.500000 Penalty: 4550.091797
	Iteration 8Q: 3 clusters Score -1255234 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1255510.500000 Penalty: 4550.091797
	Iteration 9Q: 3 clusters Score -1255510 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1255626.500000 Penalty: 4550.091797
	Iteration 10Q: 3 clusters Score -1255626 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1255657.750000 Penalty: 4550.091797
	Iteration 11Q: 3 clusters Score -1255658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1255669.875000 Penalty: 4550.091797
	Iteration 12Q: 3 clusters Score -1255670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1255672.625000 Penalty: 4550.091797
	Iteration 13Q: 3 clusters Score -1255673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1255671.750000 Penalty: 4550.091797
	Iteration 14Q: 3 clusters Score -1255672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1255672.500000 Penalty: 4550.091797
	Iteration 15Q: 3 clusters Score -1255672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1255670.875000 Penalty: 4550.091797
	Iteration 16Q: 3 clusters Score -1255671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1255670.500000 Penalty: 4550.091797
	Iteration 17Q: 3 clusters Score -1255670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1255671.250000 Penalty: 4550.091797
	Iteration 18Q: 3 clusters Score -1255671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1255671.250000 Penalty: 4550.091797
	Iteration 19Q: 3 clusters Score -1255671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1255671.250000 Penalty: 4550.091797
	Iteration 20F: 3 clusters Score -1255671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 18605 members 
Mstep: Class 7 contains 34286 members 
Mstep: Class 8 contains 27298 members 
Mstep: Class 9 contains 35574 members 
Mstep: Class 10 contains 19760 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 29533 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 128802 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 56568 members 
Mstep: Class 18 contains 17787 members 
Mstep: Class 19 contains 8747 members 
Mstep: Class 20 contains 21499 members 
Mstep: Class 21 contains 5043 members 
Mstep: Class 22 contains 2436 members 
Mstep: Class 23 contains 7915 members 
Mstep: Class 24 contains 96859 members 
Mstep: Class 25 contains 16298 members 
Mstep: Class 26 contains 6594 members 
Mstep: Class 27 contains 14030 members 
Mstep: Class 28 contains 4596 members 
Entering Unmasked Estep 
Score: -73804544.000000 Penalty: 92145.390625
Splitting cluster 21 changes total score from -73760696.000000 to -73804544.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (2436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Entering Unmasked Estep 
Score: -259564.203125 Penalty: 1933.932007
	Iteration 0F: 2 clusters Score -259564.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -257354.984375 Penalty: 3867.864014
	Iteration 0F: 3 clusters Score -257355 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -261488.687500 Penalty: 3867.864014
	Iteration 1F: 3 clusters Score -261488.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -264179.750000 Penalty: 3867.864014
	Iteration 2F: 3 clusters Score -264179.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -265763.031250 Penalty: 3867.864014
	Iteration 3F: 3 clusters Score -265763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -266712.031250 Penalty: 3867.864014
	Iteration 4Q: 3 clusters Score -266712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -267117.062500 Penalty: 3867.864014
	Iteration 5Q: 3 clusters Score -267117.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -267175.812500 Penalty: 3867.864014
	Iteration 6Q: 3 clusters Score -267175.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -267194.437500 Penalty: 3867.864014
	Iteration 7Q: 3 clusters Score -267194.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -267200.125000 Penalty: 3867.864014
	Iteration 8Q: 3 clusters Score -267200.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -267200.125000 Penalty: 3867.864014
	Iteration 9F: 3 clusters Score -267200.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 18605 members 
Mstep: Class 7 contains 34286 members 
Mstep: Class 8 contains 27298 members 
Mstep: Class 9 contains 35574 members 
Mstep: Class 10 contains 19760 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 29533 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 128802 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 56568 members 
Mstep: Class 18 contains 17787 members 
Mstep: Class 19 contains 8747 members 
Mstep: Class 20 contains 21499 members 
Mstep: Class 21 contains 5043 members 
Mstep: Class 22 contains 727 members 
Mstep: Class 23 contains 7915 members 
Mstep: Class 24 contains 96859 members 
Mstep: Class 25 contains 16298 members 
Mstep: Class 26 contains 6594 members 
Mstep: Class 27 contains 14030 members 
Mstep: Class 28 contains 4596 members 
Mstep: Class 29 contains 1709 members 
Entering Unmasked Estep 
Score: -73810680.000000 Penalty: 95436.296875
Splitting cluster 22 changes total score from -73760696.000000 to -73810680.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 18605 members 
Mstep: Class 7 contains 34286 members 
Mstep: Class 8 contains 27298 members 
Mstep: Class 9 contains 35574 members 
Mstep: Class 10 contains 19760 members 
Mstep: Class 11 contains 3991 members 
Mstep: Class 12 contains 29533 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 128802 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 56568 members 
Mstep: Class 19 contains 8747 members 
Mstep: Class 20 contains 21499 members 
Mstep: Class 21 contains 5043 members 
Mstep: Class 22 contains 727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73819832.000000 Penalty: 95436.296875
Iteration 39Q: 30 clusters Score -7.381983e+07 nChanged 13087
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 5164 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2391 members 
Mstep: Class 5 contains 1763 members 
Mstep: Class 6 contains 18624 members 
Mstep: Class 7 contains 34942 members 
Mstep: Class 8 contains 27111 members 
Mstep: Class 9 contains 36242 members 
Mstep: Class 10 contains 21972 members 
Mstep: Class 11 contains 3827 members 
Mstep: Class 12 contains 29019 members 
Mstep: Class 13 contains 5282 members 
Mstep: Class 14 contains 128317 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 57905 members 
Mstep: Class 18 contains 16767 members 
Mstep: Class 19 contains 9268 members 
Mstep: Class 20 contains 21550 members 
Mstep: Class 21 contains 5306 members 
Mstep: Class 22 contains 728 members 
Mstep: Class 23 contains 7422 members 
Mstep: Class 24 contains 95110 members 
Mstep: Class 25 contains 15986 members 
Mstep: Class 26 contains 6134 members 
Mstep: Class 27 contains 13317 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73827872.000000 Penalty: 95436.296875
Iteration 40F: 30 clusters Score -7.382787e+07 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4832 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 1780 members 
Mstep: Class 6 contains 18639 members 
Mstep: Class 7 contains 34689 members 
Mstep: Class 8 contains 26981 members 
Mstep: Class 9 contains 36375 members 
Mstep: Class 10 contains 23378 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 28551 members 
Mstep: Class 13 contains 5311 members 
Mstep: Class 14 contains 127538 members 
Mstep: Class 15 contains 1550 members 
Mstep: Class 16 contains 404 members 
Mstep: Class 17 contains 57094 members 
Mstep: Class 18 contains 16004 members 
Mstep: Class 19 contains 9026 members 
Mstep: Class 20 contains 21510 members 
Mstep: Class 21 contains 5377 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7572 members 
Mstep: Class 24 contains 96129 members 
Mstep: Class 25 contains 16143 members 
Mstep: Class 26 contains 6434 members 
Mstep: Class 27 contains 13795 members 
Mstep: Class 28 contains 4521 members 
Mstep: Class 29 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73831048.000000 Penalty: 95436.296875
Iteration 41Q: 30 clusters Score -7.383105e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2354 members 
Mstep: Class 5 contains 1792 members 
Mstep: Class 6 contains 18644 members 
Mstep: Class 7 contains 34550 members 
Mstep: Class 8 contains 26886 members 
Mstep: Class 9 contains 36426 members 
Mstep: Class 10 contains 24445 members 
Mstep: Class 11 contains 3733 members 
Mstep: Class 12 contains 28202 members 
Mstep: Class 13 contains 5343 members 
Mstep: Class 14 contains 127117 members 
Mstep: Class 15 contains 1551 members 
Mstep: Class 16 contains 385 members 
Mstep: Class 17 contains 56364 members 
Mstep: Class 18 contains 15252 members 
Mstep: Class 19 contains 8910 members 
Mstep: Class 20 contains 21484 members 
Mstep: Class 21 contains 5416 members 
Mstep: Class 22 contains 731 members 
Mstep: Class 23 contains 7659 members 
Mstep: Class 24 contains 96881 members 
Mstep: Class 25 contains 16361 members 
Mstep: Class 26 contains 6609 members 
Mstep: Class 27 contains 14034 members 
Mstep: Class 28 contains 4599 members 
Mstep: Class 29 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73832160.000000 Penalty: 95436.296875
Iteration 42Q: 30 clusters Score -7.383216e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4637 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 1809 members 
Mstep: Class 6 contains 18630 members 
Mstep: Class 7 contains 34479 members 
Mstep: Class 8 contains 26827 members 
Mstep: Class 9 contains 36457 members 
Mstep: Class 10 contains 25247 members 
Mstep: Class 11 contains 3777 members 
Mstep: Class 12 contains 27954 members 
Mstep: Class 13 contains 5347 members 
Mstep: Class 14 contains 126850 members 
Mstep: Class 15 contains 1550 members 
Mstep: Class 16 contains 375 members 
Mstep: Class 17 contains 55697 members 
Mstep: Class 18 contains 14496 members 
Mstep: Class 19 contains 8858 members 
Mstep: Class 20 contains 21478 members 
Mstep: Class 21 contains 5435 members 
Mstep: Class 22 contains 731 members 
Mstep: Class 23 contains 7723 members 
Mstep: Class 24 contains 97479 members 
Mstep: Class 25 contains 16647 members 
Mstep: Class 26 contains 6738 members 
Mstep: Class 27 contains 14138 members 
Mstep: Class 28 contains 4633 members 
Mstep: Class 29 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73833168.000000 Penalty: 95436.296875
Iteration 43Q: 30 clusters Score -7.383317e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4603 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2335 members 
Mstep: Class 5 contains 1815 members 
Mstep: Class 6 contains 18616 members 
Mstep: Class 7 contains 34368 members 
Mstep: Class 8 contains 26796 members 
Mstep: Class 9 contains 36470 members 
Mstep: Class 10 contains 25860 members 
Mstep: Class 11 contains 3869 members 
Mstep: Class 12 contains 27805 members 
Mstep: Class 13 contains 5347 members 
Mstep: Class 14 contains 126660 members 
Mstep: Class 15 contains 1550 members 
Mstep: Class 16 contains 366 members 
Mstep: Class 17 contains 55059 members 
Mstep: Class 18 contains 13762 members 
Mstep: Class 19 contains 8827 members 
Mstep: Class 20 contains 21481 members 
Mstep: Class 21 contains 5445 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 98042 members 
Mstep: Class 25 contains 16941 members 
Mstep: Class 26 contains 6874 members 
Mstep: Class 27 contains 14195 members 
Mstep: Class 28 contains 4650 members 
Mstep: Class 29 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73834064.000000 Penalty: 95436.296875
Iteration 44Q: 30 clusters Score -7.383406e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 4585 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2331 members 
Mstep: Class 5 contains 1822 members 
Mstep: Class 6 contains 18606 members 
Mstep: Class 7 contains 34224 members 
Mstep: Class 8 contains 26755 members 
Mstep: Class 9 contains 36476 members 
Mstep: Class 10 contains 26389 members 
Mstep: Class 11 contains 3949 members 
Mstep: Class 12 contains 27707 members 
Mstep: Class 13 contains 5347 members 
Mstep: Class 14 contains 126512 members 
Mstep: Class 15 contains 1550 members 
Mstep: Class 16 contains 365 members 
Mstep: Class 17 contains 54476 members 
Mstep: Class 18 contains 13064 members 
Mstep: Class 19 contains 8785 members 
Mstep: Class 20 contains 21474 members 
Mstep: Class 21 contains 5452 members 
Mstep: Class 22 contains 732 members 
Mstep: Class 23 contains 7836 members 
Mstep: Class 24 contains 98616 members 
Mstep: Class 25 contains 17219 members 
Mstep: Class 26 contains 6984 members 
Mstep: Class 27 contains 14251 members 
Mstep: Class 28 contains 4659 members 
Mstep: Class 29 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73835000.000000 Penalty: 95436.296875
Iteration 45Q: 30 clusters Score -7.3835e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 4566 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2325 members 
Mstep: Class 5 contains 1825 members 
Mstep: Class 6 contains 18592 members 
Mstep: Class 7 contains 34064 members 
Mstep: Class 8 contains 26733 members 
Mstep: Class 9 contains 36476 members 
Mstep: Class 10 contains 26791 members 
Mstep: Class 11 contains 4039 members 
Mstep: Class 12 contains 27648 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 126410 members 
Mstep: Class 15 contains 1550 members 
Mstep: Class 16 contains 364 members 
Mstep: Class 17 contains 53981 members 
Mstep: Class 18 contains 12437 members 
Mstep: Class 19 contains 8740 members 
Mstep: Class 20 contains 21481 members 
Mstep: Class 21 contains 5462 members 
Mstep: Class 22 contains 731 members 
Mstep: Class 23 contains 7879 members 
Mstep: Class 24 contains 99131 members 
Mstep: Class 25 contains 17481 members 
Mstep: Class 26 contains 7076 members 
Mstep: Class 27 contains 14303 members 
Mstep: Class 28 contains 4662 members 
Mstep: Class 29 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73835576.000000 Penalty: 95436.296875
Iteration 46Q: 30 clusters Score -7.383558e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4581 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2321 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 18594 members 
Mstep: Class 7 contains 33903 members 
Mstep: Class 8 contains 26723 members 
Mstep: Class 9 contains 36485 members 
Mstep: Class 10 contains 27126 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 27603 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 126321 members 
Mstep: Class 15 contains 1550 members 
Mstep: Class 16 contains 362 members 
Mstep: Class 17 contains 53505 members 
Mstep: Class 18 contains 11841 members 
Mstep: Class 19 contains 8693 members 
Mstep: Class 20 contains 21486 members 
Mstep: Class 21 contains 5470 members 
Mstep: Class 22 contains 731 members 
Mstep: Class 23 contains 7923 members 
Mstep: Class 24 contains 99642 members 
Mstep: Class 25 contains 17706 members 
Mstep: Class 26 contains 7155 members 
Mstep: Class 27 contains 14325 members 
Mstep: Class 28 contains 4667 members 
Mstep: Class 29 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73835944.000000 Penalty: 95436.296875
Iteration 47Q: 30 clusters Score -7.383594e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 4606 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2316 members 
Mstep: Class 5 contains 1830 members 
Mstep: Class 6 contains 18585 members 
Mstep: Class 7 contains 33741 members 
Mstep: Class 8 contains 26703 members 
Mstep: Class 9 contains 36477 members 
Mstep: Class 10 contains 27424 members 
Mstep: Class 11 contains 4239 members 
Mstep: Class 12 contains 27586 members 
Mstep: Class 13 contains 5379 members 
Mstep: Class 14 contains 126250 members 
Mstep: Class 15 contains 1550 members 
Mstep: Class 16 contains 359 members 
Mstep: Class 17 contains 53081 members 
Mstep: Class 18 contains 11297 members 
Mstep: Class 19 contains 8646 members 
Mstep: Class 20 contains 21481 members 
Mstep: Class 21 contains 5476 members 
Mstep: Class 22 contains 731 members 
Mstep: Class 23 contains 7970 members 
Mstep: Class 24 contains 100108 members 
Mstep: Class 25 contains 17886 members 
Mstep: Class 26 contains 7242 members 
Mstep: Class 27 contains 14337 members 
Mstep: Class 28 contains 4673 members 
Mstep: Class 29 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73836360.000000 Penalty: 95436.296875
Iteration 48Q: 30 clusters Score -7.383636e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4604 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2304 members 
Mstep: Class 5 contains 1831 members 
Mstep: Class 6 contains 18576 members 
Mstep: Class 7 contains 33567 members 
Mstep: Class 8 contains 26695 members 
Mstep: Class 9 contains 36447 members 
Mstep: Class 10 contains 27757 members 
Mstep: Class 11 contains 4335 members 
Mstep: Class 12 contains 27592 members 
Mstep: Class 13 contains 5404 members 
Mstep: Class 14 contains 126197 members 
Mstep: Class 15 contains 1550 members 
Mstep: Class 16 contains 358 members 
Mstep: Class 17 contains 52734 members 
Mstep: Class 18 contains 10769 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 21474 members 
Mstep: Class 21 contains 5477 members 
Mstep: Class 22 contains 729 members 
Mstep: Class 23 contains 8005 members 
Mstep: Class 24 contains 100532 members 
Mstep: Class 25 contains 18016 members 
Mstep: Class 26 contains 7334 members 
Mstep: Class 27 contains 14367 members 
Mstep: Class 28 contains 4677 members 
Mstep: Class 29 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837128.000000 Penalty: 95436.296875
Iteration 49Q: 30 clusters Score -7.383713e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4611 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2293 members 
Mstep: Class 5 contains 1829 members 
Mstep: Class 6 contains 18557 members 
Mstep: Class 7 contains 33406 members 
Mstep: Class 8 contains 26685 members 
Mstep: Class 9 contains 36424 members 
Mstep: Class 10 contains 28106 members 
Mstep: Class 11 contains 4468 members 
Mstep: Class 12 contains 27597 members 
Mstep: Class 13 contains 5450 members 
Mstep: Class 14 contains 126143 members 
Mstep: Class 15 contains 1550 members 
Mstep: Class 16 contains 358 members 
Mstep: Class 17 contains 52395 members 
Mstep: Class 18 contains 10251 members 
Mstep: Class 19 contains 8565 members 
Mstep: Class 20 contains 21464 members 
Mstep: Class 21 contains 5477 members 
Mstep: Class 22 contains 729 members 
Mstep: Class 23 contains 8041 members 
Mstep: Class 24 contains 100935 members 
Mstep: Class 25 contains 18062 members 
Mstep: Class 26 contains 7418 members 
Mstep: Class 27 contains 14397 members 
Mstep: Class 28 contains 4680 members 
Mstep: Class 29 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73838432.000000 Penalty: 95436.296875
Iteration 50Q: 30 clusters Score -7.383843e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 4625 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2269 members 
Mstep: Class 5 contains 1830 members 
Mstep: Class 6 contains 18550 members 
Mstep: Class 7 contains 33240 members 
Mstep: Class 8 contains 26693 members 
Mstep: Class 9 contains 36395 members 
Mstep: Class 10 contains 28409 members 
Mstep: Class 11 contains 4642 members 
Mstep: Class 12 contains 27615 members 
Mstep: Class 13 contains 5494 members 
Mstep: Class 14 contains 126085 members 
Mstep: Class 15 contains 1550 members 
Mstep: Class 16 contains 358 members 
Mstep: Class 17 contains 52063 members 
Mstep: Class 18 contains 9842 members 
Mstep: Class 19 contains 8523 members 
Mstep: Class 20 contains 21465 members 
Mstep: Class 21 contains 5476 members 
Mstep: Class 22 contains 729 members 
Mstep: Class 23 contains 8084 members 
Mstep: Class 24 contains 101363 members 
Mstep: Class 25 contains 17984 members 
Mstep: Class 26 contains 7477 members 
Mstep: Class 27 contains 14408 members 
Mstep: Class 28 contains 4685 members 
Mstep: Class 29 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73840160.000000 Penalty: 95436.296875
Iteration 51Q: 30 clusters Score -7.384016e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 4641 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 1831 members 
Mstep: Class 6 contains 18549 members 
Mstep: Class 7 contains 33083 members 
Mstep: Class 8 contains 26717 members 
Mstep: Class 9 contains 36357 members 
Mstep: Class 10 contains 28367 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 27645 members 
Mstep: Class 13 contains 5538 members 
Mstep: Class 14 contains 126016 members 
Mstep: Class 15 contains 1550 members 
Mstep: Class 16 contains 360 members 
Mstep: Class 17 contains 51710 members 
Mstep: Class 18 contains 9973 members 
Mstep: Class 19 contains 8487 members 
Mstep: Class 20 contains 21470 members 
Mstep: Class 21 contains 5473 members 
Mstep: Class 22 contains 729 members 
Mstep: Class 23 contains 8124 members 
Mstep: Class 24 contains 101810 members 
Mstep: Class 25 contains 17680 members 
Mstep: Class 26 contains 7511 members 
Mstep: Class 27 contains 14421 members 
Mstep: Class 28 contains 4684 members 
Mstep: Class 29 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73841096.000000 Penalty: 95436.296875
Iteration 52Q: 30 clusters Score -7.38411e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4656 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 18548 members 
Mstep: Class 7 contains 32940 members 
Mstep: Class 8 contains 26726 members 
Mstep: Class 9 contains 36346 members 
Mstep: Class 10 contains 28077 members 
Mstep: Class 11 contains 5073 members 
Mstep: Class 12 contains 27682 members 
Mstep: Class 13 contains 5577 members 
Mstep: Class 14 contains 125968 members 
Mstep: Class 15 contains 1549 members 
Mstep: Class 16 contains 363 members 
Mstep: Class 17 contains 51380 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 8452 members 
Mstep: Class 20 contains 21471 members 
Mstep: Class 21 contains 5478 members 
Mstep: Class 22 contains 729 members 
Mstep: Class 23 contains 8157 members 
Mstep: Class 24 contains 102227 members 
Mstep: Class 25 contains 17290 members 
Mstep: Class 26 contains 7561 members 
Mstep: Class 27 contains 14438 members 
Mstep: Class 28 contains 4694 members 
Mstep: Class 29 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73841632.000000 Penalty: 95436.296875
Iteration 53Q: 30 clusters Score -7.384163e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 4676 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1837 members 
Mstep: Class 6 contains 18535 members 
Mstep: Class 7 contains 32791 members 
Mstep: Class 8 contains 26739 members 
Mstep: Class 9 contains 36349 members 
Mstep: Class 10 contains 27771 members 
Mstep: Class 11 contains 5280 members 
Mstep: Class 12 contains 27714 members 
Mstep: Class 13 contains 5608 members 
Mstep: Class 14 contains 125937 members 
Mstep: Class 15 contains 1549 members 
Mstep: Class 16 contains 366 members 
Mstep: Class 17 contains 51073 members 
Mstep: Class 18 contains 10738 members 
Mstep: Class 19 contains 8419 members 
Mstep: Class 20 contains 21475 members 
Mstep: Class 21 contains 5482 members 
Mstep: Class 22 contains 727 members 
Mstep: Class 23 contains 8184 members 
Mstep: Class 24 contains 102620 members 
Mstep: Class 25 contains 16908 members 
Mstep: Class 26 contains 7613 members 
Mstep: Class 27 contains 14444 members 
Mstep: Class 28 contains 4700 members 
Mstep: Class 29 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73842104.000000 Penalty: 95436.296875
Iteration 54Q: 30 clusters Score -7.38421e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2214 members 
Mstep: Class 5 contains 1839 members 
Mstep: Class 6 contains 18522 members 
Mstep: Class 7 contains 32677 members 
Mstep: Class 8 contains 26733 members 
Mstep: Class 9 contains 36374 members 
Mstep: Class 10 contains 27489 members 
Mstep: Class 11 contains 5457 members 
Mstep: Class 12 contains 27759 members 
Mstep: Class 13 contains 5631 members 
Mstep: Class 14 contains 125908 members 
Mstep: Class 15 contains 1549 members 
Mstep: Class 16 contains 366 members 
Mstep: Class 17 contains 50799 members 
Mstep: Class 18 contains 11120 members 
Mstep: Class 19 contains 8387 members 
Mstep: Class 20 contains 21481 members 
Mstep: Class 21 contains 5478 members 
Mstep: Class 22 contains 726 members 
Mstep: Class 23 contains 8206 members 
Mstep: Class 24 contains 102966 members 
Mstep: Class 25 contains 16543 members 
Mstep: Class 26 contains 7643 members 
Mstep: Class 27 contains 14455 members 
Mstep: Class 28 contains 4710 members 
Mstep: Class 29 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73842264.000000 Penalty: 95436.296875
Iteration 55Q: 30 clusters Score -7.384226e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 4712 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2215 members 
Mstep: Class 5 contains 1839 members 
Mstep: Class 6 contains 18514 members 
Mstep: Class 7 contains 32586 members 
Mstep: Class 8 contains 26729 members 
Mstep: Class 9 contains 36388 members 
Mstep: Class 10 contains 27197 members 
Mstep: Class 11 contains 5603 members 
Mstep: Class 12 contains 27805 members 
Mstep: Class 13 contains 5660 members 
Mstep: Class 14 contains 125883 members 
Mstep: Class 15 contains 1549 members 
Mstep: Class 16 contains 373 members 
Mstep: Class 17 contains 50522 members 
Mstep: Class 18 contains 11486 members 
Mstep: Class 19 contains 8365 members 
Mstep: Class 20 contains 21485 members 
Mstep: Class 21 contains 5479 members 
Mstep: Class 22 contains 726 members 
Mstep: Class 23 contains 8235 members 
Mstep: Class 24 contains 103293 members 
Mstep: Class 25 contains 16203 members 
Mstep: Class 26 contains 7670 members 
Mstep: Class 27 contains 14467 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73842728.000000 Penalty: 95436.296875
Iteration 56Q: 30 clusters Score -7.384273e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 4722 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2215 members 
Mstep: Class 5 contains 1839 members 
Mstep: Class 6 contains 18512 members 
Mstep: Class 7 contains 32507 members 
Mstep: Class 8 contains 26724 members 
Mstep: Class 9 contains 36419 members 
Mstep: Class 10 contains 26899 members 
Mstep: Class 11 contains 5732 members 
Mstep: Class 12 contains 27834 members 
Mstep: Class 13 contains 5689 members 
Mstep: Class 14 contains 125864 members 
Mstep: Class 15 contains 1549 members 
Mstep: Class 16 contains 381 members 
Mstep: Class 17 contains 50259 members 
Mstep: Class 18 contains 11841 members 
Mstep: Class 19 contains 8349 members 
Mstep: Class 20 contains 21500 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 727 members 
Mstep: Class 23 contains 8269 members 
Mstep: Class 24 contains 103593 members 
Mstep: Class 25 contains 15879 members 
Mstep: Class 26 contains 7686 members 
Mstep: Class 27 contains 14475 members 
Mstep: Class 28 contains 4729 members 
Mstep: Class 29 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843032.000000 Penalty: 95436.296875
Iteration 57Q: 30 clusters Score -7.384303e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 4737 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 1840 members 
Mstep: Class 6 contains 18513 members 
Mstep: Class 7 contains 32451 members 
Mstep: Class 8 contains 26714 members 
Mstep: Class 9 contains 36450 members 
Mstep: Class 10 contains 26613 members 
Mstep: Class 11 contains 5878 members 
Mstep: Class 12 contains 27846 members 
Mstep: Class 13 contains 5710 members 
Mstep: Class 14 contains 125845 members 
Mstep: Class 15 contains 1549 members 
Mstep: Class 16 contains 387 members 
Mstep: Class 17 contains 50012 members 
Mstep: Class 18 contains 12188 members 
Mstep: Class 19 contains 8331 members 
Mstep: Class 20 contains 21512 members 
Mstep: Class 21 contains 5486 members 
Mstep: Class 22 contains 726 members 
Mstep: Class 23 contains 8293 members 
Mstep: Class 24 contains 103852 members 
Mstep: Class 25 contains 15572 members 
Mstep: Class 26 contains 7700 members 
Mstep: Class 27 contains 14485 members 
Mstep: Class 28 contains 4735 members 
Mstep: Class 29 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843360.000000 Penalty: 95436.296875
Iteration 58Q: 30 clusters Score -7.384336e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 4747 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 1840 members 
Mstep: Class 6 contains 18507 members 
Mstep: Class 7 contains 32391 members 
Mstep: Class 8 contains 26704 members 
Mstep: Class 9 contains 36478 members 
Mstep: Class 10 contains 26357 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 27848 members 
Mstep: Class 13 contains 5712 members 
Mstep: Class 14 contains 125829 members 
Mstep: Class 15 contains 1549 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 49773 members 
Mstep: Class 18 contains 12511 members 
Mstep: Class 19 contains 8325 members 
Mstep: Class 20 contains 21525 members 
Mstep: Class 21 contains 5490 members 
Mstep: Class 22 contains 725 members 
Mstep: Class 23 contains 8315 members 
Mstep: Class 24 contains 104117 members 
Mstep: Class 25 contains 15296 members 
Mstep: Class 26 contains 7711 members 
Mstep: Class 27 contains 14498 members 
Mstep: Class 28 contains 4735 members 
Mstep: Class 29 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843648.000000 Penalty: 95436.296875
Iteration 59Q: 30 clusters Score -7.384365e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 4759 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2215 members 
Mstep: Class 5 contains 1840 members 
Mstep: Class 6 contains 18504 members 
Mstep: Class 7 contains 32329 members 
Mstep: Class 8 contains 26695 members 
Mstep: Class 9 contains 36516 members 
Mstep: Class 10 contains 26106 members 
Mstep: Class 11 contains 6174 members 
Mstep: Class 12 contains 27834 members 
Mstep: Class 13 contains 5703 members 
Mstep: Class 14 contains 125822 members 
Mstep: Class 15 contains 1549 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 49549 members 
Mstep: Class 18 contains 12826 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 21541 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 726 members 
Mstep: Class 23 contains 8335 members 
Mstep: Class 24 contains 104365 members 
Mstep: Class 25 contains 15022 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 14509 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844008.000000 Penalty: 95436.296875
Iteration 60F: 30 clusters Score -7.384401e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 4778 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1840 members 
Mstep: Class 6 contains 18495 members 
Mstep: Class 7 contains 32278 members 
Mstep: Class 8 contains 26688 members 
Mstep: Class 9 contains 36547 members 
Mstep: Class 10 contains 25845 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 27801 members 
Mstep: Class 13 contains 5703 members 
Mstep: Class 14 contains 125805 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 429 members 
Mstep: Class 17 contains 49302 members 
Mstep: Class 18 contains 13103 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 20 contains 21572 members 
Mstep: Class 21 contains 5493 members 
Mstep: Class 22 contains 723 members 
Mstep: Class 23 contains 8349 members 
Mstep: Class 24 contains 104621 members 
Mstep: Class 25 contains 14781 members 
Mstep: Class 26 contains 7729 members 
Mstep: Class 27 contains 14520 members 
Mstep: Class 28 contains 4743 members 
Mstep: Class 29 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844712.000000 Penalty: 95436.296875
Iteration 61Q: 30 clusters Score -7.384471e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 4792 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 1841 members 
Mstep: Class 6 contains 18489 members 
Mstep: Class 7 contains 32229 members 
Mstep: Class 8 contains 26681 members 
Mstep: Class 9 contains 36586 members 
Mstep: Class 10 contains 25590 members 
Mstep: Class 11 contains 6533 members 
Mstep: Class 12 contains 27764 members 
Mstep: Class 13 contains 5685 members 
Mstep: Class 14 contains 125778 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 49069 members 
Mstep: Class 18 contains 13359 members 
Mstep: Class 19 contains 8297 members 
Mstep: Class 20 contains 21610 members 
Mstep: Class 21 contains 5496 members 
Mstep: Class 22 contains 723 members 
Mstep: Class 23 contains 8348 members 
Mstep: Class 24 contains 104870 members 
Mstep: Class 25 contains 14553 members 
Mstep: Class 26 contains 7741 members 
Mstep: Class 27 contains 14529 members 
Mstep: Class 28 contains 4753 members 
Mstep: Class 29 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845336.000000 Penalty: 95436.296875
Iteration 62Q: 30 clusters Score -7.384534e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 4814 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 18482 members 
Mstep: Class 7 contains 32182 members 
Mstep: Class 8 contains 26650 members 
Mstep: Class 9 contains 36632 members 
Mstep: Class 10 contains 25320 members 
Mstep: Class 11 contains 6782 members 
Mstep: Class 12 contains 27714 members 
Mstep: Class 13 contains 5676 members 
Mstep: Class 14 contains 125760 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 451 members 
Mstep: Class 17 contains 48850 members 
Mstep: Class 18 contains 13619 members 
Mstep: Class 19 contains 8292 members 
Mstep: Class 20 contains 21631 members 
Mstep: Class 21 contains 5495 members 
Mstep: Class 22 contains 722 members 
Mstep: Class 23 contains 8353 members 
Mstep: Class 24 contains 105116 members 
Mstep: Class 25 contains 14317 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 14529 members 
Mstep: Class 28 contains 4759 members 
Mstep: Class 29 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845408.000000 Penalty: 95436.296875
Iteration 63Q: 30 clusters Score -7.384541e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 4824 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1843 members 
Mstep: Class 6 contains 18474 members 
Mstep: Class 7 contains 32139 members 
Mstep: Class 8 contains 26624 members 
Mstep: Class 9 contains 36681 members 
Mstep: Class 10 contains 25056 members 
Mstep: Class 11 contains 7028 members 
Mstep: Class 12 contains 27661 members 
Mstep: Class 13 contains 5653 members 
Mstep: Class 14 contains 125757 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 467 members 
Mstep: Class 17 contains 48621 members 
Mstep: Class 18 contains 13837 members 
Mstep: Class 19 contains 8283 members 
Mstep: Class 20 contains 21655 members 
Mstep: Class 21 contains 5497 members 
Mstep: Class 22 contains 722 members 
Mstep: Class 23 contains 8358 members 
Mstep: Class 24 contains 105365 members 
Mstep: Class 25 contains 14107 members 
Mstep: Class 26 contains 7733 members 
Mstep: Class 27 contains 14538 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73846096.000000 Penalty: 95436.296875
Iteration 64Q: 30 clusters Score -7.38461e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 4835 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1843 members 
Mstep: Class 6 contains 18467 members 
Mstep: Class 7 contains 32105 members 
Mstep: Class 8 contains 26605 members 
Mstep: Class 9 contains 36723 members 
Mstep: Class 10 contains 24758 members 
Mstep: Class 11 contains 7302 members 
Mstep: Class 12 contains 27585 members 
Mstep: Class 13 contains 5639 members 
Mstep: Class 14 contains 125761 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 48400 members 
Mstep: Class 18 contains 14065 members 
Mstep: Class 19 contains 8286 members 
Mstep: Class 20 contains 21680 members 
Mstep: Class 21 contains 5495 members 
Mstep: Class 22 contains 723 members 
Mstep: Class 23 contains 8368 members 
Mstep: Class 24 contains 105610 members 
Mstep: Class 25 contains 13886 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 14547 members 
Mstep: Class 28 contains 4757 members 
Mstep: Class 29 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73846056.000000 Penalty: 95436.296875
Iteration 65Q: 30 clusters Score -7.384606e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 4835 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 1844 members 
Mstep: Class 6 contains 18457 members 
Mstep: Class 7 contains 32072 members 
Mstep: Class 8 contains 26579 members 
Mstep: Class 9 contains 36775 members 
Mstep: Class 10 contains 24440 members 
Mstep: Class 11 contains 7624 members 
Mstep: Class 12 contains 27487 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 125758 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 499 members 
Mstep: Class 17 contains 48201 members 
Mstep: Class 18 contains 14262 members 
Mstep: Class 19 contains 8288 members 
Mstep: Class 20 contains 21693 members 
Mstep: Class 21 contains 5498 members 
Mstep: Class 22 contains 723 members 
Mstep: Class 23 contains 8399 members 
Mstep: Class 24 contains 105817 members 
Mstep: Class 25 contains 13676 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 14555 members 
Mstep: Class 28 contains 4758 members 
Mstep: Class 29 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73846544.000000 Penalty: 95436.296875
Iteration 66Q: 30 clusters Score -7.384654e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4838 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 1848 members 
Mstep: Class 6 contains 18450 members 
Mstep: Class 7 contains 32038 members 
Mstep: Class 8 contains 26543 members 
Mstep: Class 9 contains 36825 members 
Mstep: Class 10 contains 24103 members 
Mstep: Class 11 contains 8001 members 
Mstep: Class 12 contains 27390 members 
Mstep: Class 13 contains 5592 members 
Mstep: Class 14 contains 125768 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 511 members 
Mstep: Class 17 contains 48036 members 
Mstep: Class 18 contains 14466 members 
Mstep: Class 19 contains 8284 members 
Mstep: Class 20 contains 21684 members 
Mstep: Class 21 contains 5505 members 
Mstep: Class 22 contains 723 members 
Mstep: Class 23 contains 8421 members 
Mstep: Class 24 contains 105983 members 
Mstep: Class 25 contains 13463 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 14565 members 
Mstep: Class 28 contains 4758 members 
Mstep: Class 29 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73846960.000000 Penalty: 95436.296875
Iteration 67Q: 30 clusters Score -7.384696e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 4843 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 1849 members 
Mstep: Class 6 contains 18442 members 
Mstep: Class 7 contains 32014 members 
Mstep: Class 8 contains 26493 members 
Mstep: Class 9 contains 36878 members 
Mstep: Class 10 contains 23757 members 
Mstep: Class 11 contains 8413 members 
Mstep: Class 12 contains 27302 members 
Mstep: Class 13 contains 5572 members 
Mstep: Class 14 contains 125775 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 513 members 
Mstep: Class 17 contains 47898 members 
Mstep: Class 18 contains 14676 members 
Mstep: Class 19 contains 8278 members 
Mstep: Class 20 contains 21679 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 723 members 
Mstep: Class 23 contains 8452 members 
Mstep: Class 24 contains 106137 members 
Mstep: Class 25 contains 13238 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 14563 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73847256.000000 Penalty: 95436.296875
Iteration 68Q: 30 clusters Score -7.384726e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 4851 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 1853 members 
Mstep: Class 6 contains 18433 members 
Mstep: Class 7 contains 31987 members 
Mstep: Class 8 contains 26466 members 
Mstep: Class 9 contains 36918 members 
Mstep: Class 10 contains 23427 members 
Mstep: Class 11 contains 8788 members 
Mstep: Class 12 contains 27215 members 
Mstep: Class 13 contains 5549 members 
Mstep: Class 14 contains 125784 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 515 members 
Mstep: Class 17 contains 47762 members 
Mstep: Class 18 contains 14883 members 
Mstep: Class 19 contains 8270 members 
Mstep: Class 20 contains 21678 members 
Mstep: Class 21 contains 5516 members 
Mstep: Class 22 contains 723 members 
Mstep: Class 23 contains 8484 members 
Mstep: Class 24 contains 106279 members 
Mstep: Class 25 contains 13025 members 
Mstep: Class 26 contains 7709 members 
Mstep: Class 27 contains 14565 members 
Mstep: Class 28 contains 4759 members 
Mstep: Class 29 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73847640.000000 Penalty: 95436.296875
Iteration 69Q: 30 clusters Score -7.384764e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 4853 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 1855 members 
Mstep: Class 6 contains 18423 members 
Mstep: Class 7 contains 31964 members 
Mstep: Class 8 contains 26443 members 
Mstep: Class 9 contains 36962 members 
Mstep: Class 10 contains 23148 members 
Mstep: Class 11 contains 9073 members 
Mstep: Class 12 contains 27165 members 
Mstep: Class 13 contains 5540 members 
Mstep: Class 14 contains 125788 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 518 members 
Mstep: Class 17 contains 47625 members 
Mstep: Class 18 contains 15076 members 
Mstep: Class 19 contains 8260 members 
Mstep: Class 20 contains 21676 members 
Mstep: Class 21 contains 5523 members 
Mstep: Class 22 contains 722 members 
Mstep: Class 23 contains 8510 members 
Mstep: Class 24 contains 106411 members 
Mstep: Class 25 contains 12824 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 14566 members 
Mstep: Class 28 contains 4760 members 
Mstep: Class 29 contains 1683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73847800.000000 Penalty: 95436.296875
Iteration 70Q: 30 clusters Score -7.38478e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 4852 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2235 members 
Mstep: Class 5 contains 1858 members 
Mstep: Class 6 contains 18413 members 
Mstep: Class 7 contains 31948 members 
Mstep: Class 8 contains 26433 members 
Mstep: Class 9 contains 37008 members 
Mstep: Class 10 contains 22884 members 
Mstep: Class 11 contains 9335 members 
Mstep: Class 12 contains 27118 members 
Mstep: Class 13 contains 5520 members 
Mstep: Class 14 contains 125796 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 47514 members 
Mstep: Class 18 contains 15225 members 
Mstep: Class 19 contains 8251 members 
Mstep: Class 20 contains 21673 members 
Mstep: Class 21 contains 5528 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 8539 members 
Mstep: Class 24 contains 106519 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 7701 members 
Mstep: Class 27 contains 14567 members 
Mstep: Class 28 contains 4763 members 
Mstep: Class 29 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73847704.000000 Penalty: 95436.296875
Iteration 71Q: 30 clusters Score -7.38477e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4850 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 1862 members 
Mstep: Class 6 contains 18410 members 
Mstep: Class 7 contains 31940 members 
Mstep: Class 8 contains 26428 members 
Mstep: Class 9 contains 37043 members 
Mstep: Class 10 contains 22648 members 
Mstep: Class 11 contains 9570 members 
Mstep: Class 12 contains 27073 members 
Mstep: Class 13 contains 5507 members 
Mstep: Class 14 contains 125802 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 521 members 
Mstep: Class 17 contains 47423 members 
Mstep: Class 18 contains 15367 members 
Mstep: Class 19 contains 8238 members 
Mstep: Class 20 contains 21671 members 
Mstep: Class 21 contains 5528 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 8566 members 
Mstep: Class 24 contains 106614 members 
Mstep: Class 25 contains 12519 members 
Mstep: Class 26 contains 7704 members 
Mstep: Class 27 contains 14567 members 
Mstep: Class 28 contains 4761 members 
Mstep: Class 29 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73847848.000000 Penalty: 95436.296875
Iteration 72Q: 30 clusters Score -7.384785e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 4852 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 1864 members 
Mstep: Class 6 contains 18408 members 
Mstep: Class 7 contains 31934 members 
Mstep: Class 8 contains 26427 members 
Mstep: Class 9 contains 37080 members 
Mstep: Class 10 contains 22400 members 
Mstep: Class 11 contains 9788 members 
Mstep: Class 12 contains 27037 members 
Mstep: Class 13 contains 5495 members 
Mstep: Class 14 contains 125816 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 523 members 
Mstep: Class 17 contains 47339 members 
Mstep: Class 18 contains 15511 members 
Mstep: Class 19 contains 8230 members 
Mstep: Class 20 contains 21672 members 
Mstep: Class 21 contains 5529 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 106702 members 
Mstep: Class 25 contains 12377 members 
Mstep: Class 26 contains 7698 members 
Mstep: Class 27 contains 14569 members 
Mstep: Class 28 contains 4763 members 
Mstep: Class 29 contains 1674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73847872.000000 Penalty: 95436.296875
Iteration 73Q: 30 clusters Score -7.384787e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 4856 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 1865 members 
Mstep: Class 6 contains 18403 members 
Mstep: Class 7 contains 31922 members 
Mstep: Class 8 contains 26421 members 
Mstep: Class 9 contains 37117 members 
Mstep: Class 10 contains 22175 members 
Mstep: Class 11 contains 9989 members 
Mstep: Class 12 contains 27006 members 
Mstep: Class 13 contains 5485 members 
Mstep: Class 14 contains 125832 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 523 members 
Mstep: Class 17 contains 47271 members 
Mstep: Class 18 contains 15653 members 
Mstep: Class 19 contains 8221 members 
Mstep: Class 20 contains 21672 members 
Mstep: Class 21 contains 5532 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 8605 members 
Mstep: Class 24 contains 106769 members 
Mstep: Class 25 contains 12238 members 
Mstep: Class 26 contains 7695 members 
Mstep: Class 27 contains 14573 members 
Mstep: Class 28 contains 4763 members 
Mstep: Class 29 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848152.000000 Penalty: 95436.296875
Iteration 74Q: 30 clusters Score -7.384815e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 4862 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 18403 members 
Mstep: Class 7 contains 31920 members 
Mstep: Class 8 contains 26414 members 
Mstep: Class 9 contains 37165 members 
Mstep: Class 10 contains 21990 members 
Mstep: Class 11 contains 10174 members 
Mstep: Class 12 contains 26971 members 
Mstep: Class 13 contains 5472 members 
Mstep: Class 14 contains 125844 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 523 members 
Mstep: Class 17 contains 47216 members 
Mstep: Class 18 contains 15791 members 
Mstep: Class 19 contains 8211 members 
Mstep: Class 20 contains 21675 members 
Mstep: Class 21 contains 5532 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 8616 members 
Mstep: Class 24 contains 106819 members 
Mstep: Class 25 contains 12085 members 
Mstep: Class 26 contains 7695 members 
Mstep: Class 27 contains 14569 members 
Mstep: Class 28 contains 4763 members 
Mstep: Class 29 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848224.000000 Penalty: 95436.296875
Iteration 75Q: 30 clusters Score -7.384822e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 4866 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18402 members 
Mstep: Class 7 contains 31915 members 
Mstep: Class 8 contains 26407 members 
Mstep: Class 9 contains 37193 members 
Mstep: Class 10 contains 21845 members 
Mstep: Class 11 contains 10323 members 
Mstep: Class 12 contains 26933 members 
Mstep: Class 13 contains 5469 members 
Mstep: Class 14 contains 125844 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 522 members 
Mstep: Class 17 contains 47165 members 
Mstep: Class 18 contains 15918 members 
Mstep: Class 19 contains 8201 members 
Mstep: Class 20 contains 21676 members 
Mstep: Class 21 contains 5533 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 8636 members 
Mstep: Class 24 contains 106865 members 
Mstep: Class 25 contains 11961 members 
Mstep: Class 26 contains 7696 members 
Mstep: Class 27 contains 14570 members 
Mstep: Class 28 contains 4760 members 
Mstep: Class 29 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848272.000000 Penalty: 95436.296875
Iteration 76Q: 30 clusters Score -7.384827e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 4868 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18397 members 
Mstep: Class 7 contains 31903 members 
Mstep: Class 8 contains 26403 members 
Mstep: Class 9 contains 37226 members 
Mstep: Class 10 contains 21701 members 
Mstep: Class 11 contains 10473 members 
Mstep: Class 12 contains 26901 members 
Mstep: Class 13 contains 5468 members 
Mstep: Class 14 contains 125848 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 523 members 
Mstep: Class 17 contains 47131 members 
Mstep: Class 18 contains 16046 members 
Mstep: Class 19 contains 8195 members 
Mstep: Class 20 contains 21676 members 
Mstep: Class 21 contains 5535 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 8646 members 
Mstep: Class 24 contains 106899 members 
Mstep: Class 25 contains 11827 members 
Mstep: Class 26 contains 7695 members 
Mstep: Class 27 contains 14577 members 
Mstep: Class 28 contains 4759 members 
Mstep: Class 29 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848280.000000 Penalty: 95436.296875
Iteration 77Q: 30 clusters Score -7.384828e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 4873 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18394 members 
Mstep: Class 7 contains 31902 members 
Mstep: Class 8 contains 26391 members 
Mstep: Class 9 contains 37248 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 11 contains 10606 members 
Mstep: Class 12 contains 26870 members 
Mstep: Class 13 contains 5467 members 
Mstep: Class 14 contains 125855 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 520 members 
Mstep: Class 17 contains 47099 members 
Mstep: Class 18 contains 16187 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 21676 members 
Mstep: Class 21 contains 5534 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 8657 members 
Mstep: Class 24 contains 106933 members 
Mstep: Class 25 contains 11690 members 
Mstep: Class 26 contains 7698 members 
Mstep: Class 27 contains 14572 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 1662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73848416.000000 Penalty: 95436.296875
Iteration 78Q: 30 clusters Score -7.384842e+07 nChanged 438
Entering ConstructFrom: 
Score: -73848416.000000 Penalty: 95436.296875
Entering ConstructFrom: 
Trying to split cluster 1 (8410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Entering Unmasked Estep 
Score: -1020347.875000 Penalty: 2241.219971
	Iteration 0F: 2 clusters Score -1020348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1013784.062500 Penalty: 4482.439941
	Iteration 0F: 3 clusters Score -1013784 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1015972.875000 Penalty: 4482.439941
	Iteration 1F: 3 clusters Score -1015973 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1016628.750000 Penalty: 4482.439941
	Iteration 2F: 3 clusters Score -1016629 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1017286.937500 Penalty: 4482.439941
	Iteration 3F: 3 clusters Score -1017287 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1017865.000000 Penalty: 4482.439941
	Iteration 4F: 3 clusters Score -1017865 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1018385.812500 Penalty: 4482.439941
	Iteration 5F: 3 clusters Score -1018386 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1018828.125000 Penalty: 4482.439941
	Iteration 6F: 3 clusters Score -1018828 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1019157.500000 Penalty: 4482.439941
	Iteration 7Q: 3 clusters Score -1019158 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1019387.250000 Penalty: 4482.439941
	Iteration 8Q: 3 clusters Score -1019387 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1019568.062500 Penalty: 4482.439941
	Iteration 9Q: 3 clusters Score -1019568 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1019710.000000 Penalty: 4482.439941
	Iteration 10Q: 3 clusters Score -1019710 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1019842.625000 Penalty: 4482.439941
	Iteration 11Q: 3 clusters Score -1019843 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1019940.875000 Penalty: 4482.439941
	Iteration 12Q: 3 clusters Score -1019941 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1020021.062500 Penalty: 4482.439941
	Iteration 13Q: 3 clusters Score -1020021 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1020084.750000 Penalty: 4482.439941
	Iteration 14Q: 3 clusters Score -1020085 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1020137.812500 Penalty: 4482.439941
	Iteration 15Q: 3 clusters Score -1020138 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1020190.062500 Penalty: 4482.439941
	Iteration 16Q: 3 clusters Score -1020190 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1020225.187500 Penalty: 4482.439941
	Iteration 17Q: 3 clusters Score -1020225 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1020248.375000 Penalty: 4482.439941
	Iteration 18Q: 3 clusters Score -1020248 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1020273.375000 Penalty: 4482.439941
	Iteration 19Q: 3 clusters Score -1020273 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1020295.187500 Penalty: 4482.439941
	Iteration 20F: 3 clusters Score -1020295 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1020316.187500 Penalty: 4482.439941
	Iteration 21Q: 3 clusters Score -1020316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1020330.187500 Penalty: 4482.439941
	Iteration 22Q: 3 clusters Score -1020330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1020343.062500 Penalty: 4482.439941
	Iteration 23Q: 3 clusters Score -1020343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1020353.437500 Penalty: 4482.439941
	Iteration 24Q: 3 clusters Score -1020353 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1020363.562500 Penalty: 4482.439941
	Iteration 25Q: 3 clusters Score -1020364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1020370.750000 Penalty: 4482.439941
	Iteration 26Q: 3 clusters Score -1020371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1020374.500000 Penalty: 4482.439941
	Iteration 27Q: 3 clusters Score -1020374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1020377.937500 Penalty: 4482.439941
	Iteration 28Q: 3 clusters Score -1020378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1020380.000000 Penalty: 4482.439941
	Iteration 29Q: 3 clusters Score -1020380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1020382.500000 Penalty: 4482.439941
	Iteration 30Q: 3 clusters Score -1020382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1020387.000000 Penalty: 4482.439941
	Iteration 31Q: 3 clusters Score -1020387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1020387.187500 Penalty: 4482.439941
	Iteration 32Q: 3 clusters Score -1020387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1020390.250000 Penalty: 4482.439941
	Iteration 33Q: 3 clusters Score -1020390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1020392.062500 Penalty: 4482.439941
	Iteration 34Q: 3 clusters Score -1020392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1020392.375000 Penalty: 4482.439941
	Iteration 35Q: 3 clusters Score -1020392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1020392.375000 Penalty: 4482.439941
	Iteration 36F: 3 clusters Score -1020392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4876 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18381 members 
Mstep: Class 7 contains 31900 members 
Mstep: Class 8 contains 26385 members 
Mstep: Class 9 contains 37278 members 
Mstep: Class 10 contains 21481 members 
Mstep: Class 11 contains 10705 members 
Mstep: Class 12 contains 26844 members 
Mstep: Class 13 contains 5469 members 
Mstep: Class 14 contains 125868 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 47073 members 
Mstep: Class 18 contains 16347 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 21676 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 106957 members 
Mstep: Class 25 contains 11531 members 
Mstep: Class 26 contains 7698 members 
Mstep: Class 27 contains 14570 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1658 members 
Mstep: Class 30 contains 7268 members 
Entering Unmasked Estep 
Score: -73847416.000000 Penalty: 98727.203125
Splitting cluster 1 changes total score from -73848416.000000 to -73847416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Entering Unmasked Estep 
Score: -602930.812500 Penalty: 2106.036133
	Iteration 0F: 2 clusters Score -602930.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -598507.375000 Penalty: 4212.072266
	Iteration 0F: 3 clusters Score -598507.4 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -599895.937500 Penalty: 4212.072266
	Iteration 1F: 3 clusters Score -599895.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -600551.312500 Penalty: 4212.072266
	Iteration 2F: 3 clusters Score -600551.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -601191.187500 Penalty: 4212.072266
	Iteration 3F: 3 clusters Score -601191.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -601962.500000 Penalty: 4212.072266
	Iteration 4F: 3 clusters Score -601962.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -602504.875000 Penalty: 4212.072266
	Iteration 5F: 3 clusters Score -602504.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -602833.500000 Penalty: 4212.072266
	Iteration 6Q: 3 clusters Score -602833.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -603154.437500 Penalty: 4212.072266
	Iteration 7Q: 3 clusters Score -603154.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -603432.937500 Penalty: 4212.072266
	Iteration 8Q: 3 clusters Score -603432.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -603713.937500 Penalty: 4212.072266
	Iteration 9Q: 3 clusters Score -603713.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -604011.812500 Penalty: 4212.072266
	Iteration 10Q: 3 clusters Score -604011.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -604373.875000 Penalty: 4212.072266
	Iteration 11Q: 3 clusters Score -604373.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -604730.125000 Penalty: 4212.072266
	Iteration 12Q: 3 clusters Score -604730.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -604974.750000 Penalty: 4212.072266
	Iteration 13Q: 3 clusters Score -604974.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -605042.125000 Penalty: 4212.072266
	Iteration 14Q: 3 clusters Score -605042.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -605059.250000 Penalty: 4212.072266
	Iteration 15Q: 3 clusters Score -605059.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -605068.562500 Penalty: 4212.072266
	Iteration 16Q: 3 clusters Score -605068.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -605071.625000 Penalty: 4212.072266
	Iteration 17Q: 3 clusters Score -605071.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -605072.375000 Penalty: 4212.072266
	Iteration 18Q: 3 clusters Score -605072.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -605072.750000 Penalty: 4212.072266
	Iteration 19F: 3 clusters Score -605072.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -605073.500000 Penalty: 4212.072266
	Iteration 20F: 3 clusters Score -605073.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -605084.062500 Penalty: 4212.072266
	Iteration 21Q: 3 clusters Score -605084.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -605091.375000 Penalty: 4212.072266
	Iteration 22Q: 3 clusters Score -605091.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -605094.062500 Penalty: 4212.072266
	Iteration 23Q: 3 clusters Score -605094.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -605095.125000 Penalty: 4212.072266
	Iteration 24Q: 3 clusters Score -605095.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -605095.125000 Penalty: 4212.072266
	Iteration 25F: 3 clusters Score -605095.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18381 members 
Mstep: Class 7 contains 31900 members 
Mstep: Class 8 contains 26385 members 
Mstep: Class 9 contains 37278 members 
Mstep: Class 10 contains 21481 members 
Mstep: Class 11 contains 10705 members 
Mstep: Class 12 contains 26844 members 
Mstep: Class 13 contains 5469 members 
Mstep: Class 14 contains 125868 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 47073 members 
Mstep: Class 18 contains 16347 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 21676 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 106957 members 
Mstep: Class 25 contains 11531 members 
Mstep: Class 26 contains 7698 members 
Mstep: Class 27 contains 14570 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1658 members 
Mstep: Class 30 contains 2819 members 
Entering Unmasked Estep 
Score: -73849256.000000 Penalty: 98727.203125
Splitting cluster 2 changes total score from -73848416.000000 to -73849256.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 3 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -27546.199219 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -27546.2 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 127 members 
Entering Unmasked Estep 
Score: -26391.242188 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -26391.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26510.585938 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -26510.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26574.447266 Penalty: 2756.186768
	Iteration 2Q: 3 clusters Score -26574.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26612.199219 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -26612.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26630.294922 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -26630.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26661.406250 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -26661.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26661.406250 Penalty: 2756.186768
	Iteration 6F: 3 clusters Score -26661.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -282017.812500 Penalty: 1912.686035
	Iteration 0F: 2 clusters Score -282017.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -279272.906250 Penalty: 3825.372070
	Iteration 0F: 3 clusters Score -279272.9 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -279921.625000 Penalty: 3825.372070
	Iteration 1F: 3 clusters Score -279921.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -280347.968750 Penalty: 3825.372070
	Iteration 2F: 3 clusters Score -280348 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -280668.968750 Penalty: 3825.372070
	Iteration 3F: 3 clusters Score -280669 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -280883.750000 Penalty: 3825.372070
	Iteration 4F: 3 clusters Score -280883.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -281012.843750 Penalty: 3825.372070
	Iteration 5F: 3 clusters Score -281012.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -281115.156250 Penalty: 3825.372070
	Iteration 6Q: 3 clusters Score -281115.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -281190.218750 Penalty: 3825.372070
	Iteration 7Q: 3 clusters Score -281190.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -281235.218750 Penalty: 3825.372070
	Iteration 8Q: 3 clusters Score -281235.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -281265.031250 Penalty: 3825.372070
	Iteration 9Q: 3 clusters Score -281265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -281284.750000 Penalty: 3825.372070
	Iteration 10Q: 3 clusters Score -281284.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -281303.000000 Penalty: 3825.372070
	Iteration 11Q: 3 clusters Score -281303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -281316.250000 Penalty: 3825.372070
	Iteration 12Q: 3 clusters Score -281316.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -281323.718750 Penalty: 3825.372070
	Iteration 13Q: 3 clusters Score -281323.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -281334.500000 Penalty: 3825.372070
	Iteration 14Q: 3 clusters Score -281334.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -281342.843750 Penalty: 3825.372070
	Iteration 15Q: 3 clusters Score -281342.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -281359.031250 Penalty: 3825.372070
	Iteration 16Q: 3 clusters Score -281359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -281386.500000 Penalty: 3825.372070
	Iteration 17Q: 3 clusters Score -281386.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -281412.593750 Penalty: 3825.372070
	Iteration 18Q: 3 clusters Score -281412.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -281432.218750 Penalty: 3825.372070
	Iteration 19Q: 3 clusters Score -281432.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -281441.500000 Penalty: 3825.372070
	Iteration 20F: 3 clusters Score -281441.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -281447.656250 Penalty: 3825.372070
	Iteration 21Q: 3 clusters Score -281447.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -281453.250000 Penalty: 3825.372070
	Iteration 22Q: 3 clusters Score -281453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -281455.343750 Penalty: 3825.372070
	Iteration 23Q: 3 clusters Score -281455.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -281455.562500 Penalty: 3825.372070
	Iteration 24Q: 3 clusters Score -281455.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -281455.562500 Penalty: 3825.372070
	Iteration 25F: 3 clusters Score -281455.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -246049.468750 Penalty: 1868.090698
	Iteration 0F: 2 clusters Score -246049.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -243507.343750 Penalty: 3736.181396
	Iteration 0F: 3 clusters Score -243507.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -243909.062500 Penalty: 3736.181396
	Iteration 1F: 3 clusters Score -243909.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -243989.312500 Penalty: 3736.181396
	Iteration 2F: 3 clusters Score -243989.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -244024.234375 Penalty: 3736.181396
	Iteration 3Q: 3 clusters Score -244024.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -244052.703125 Penalty: 3736.181396
	Iteration 4Q: 3 clusters Score -244052.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -244079.640625 Penalty: 3736.181396
	Iteration 5Q: 3 clusters Score -244079.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -244107.312500 Penalty: 3736.181396
	Iteration 6Q: 3 clusters Score -244107.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -244135.781250 Penalty: 3736.181396
	Iteration 7Q: 3 clusters Score -244135.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -244161.968750 Penalty: 3736.181396
	Iteration 8Q: 3 clusters Score -244162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -244185.296875 Penalty: 3736.181396
	Iteration 9Q: 3 clusters Score -244185.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -244200.484375 Penalty: 3736.181396
	Iteration 10Q: 3 clusters Score -244200.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -244212.781250 Penalty: 3736.181396
	Iteration 11Q: 3 clusters Score -244212.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -244224.781250 Penalty: 3736.181396
	Iteration 12Q: 3 clusters Score -244224.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -244234.500000 Penalty: 3736.181396
	Iteration 13Q: 3 clusters Score -244234.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -244240.328125 Penalty: 3736.181396
	Iteration 14Q: 3 clusters Score -244240.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -244247.265625 Penalty: 3736.181396
	Iteration 15Q: 3 clusters Score -244247.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -244254.234375 Penalty: 3736.181396
	Iteration 16Q: 3 clusters Score -244254.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -244257.609375 Penalty: 3736.181396
	Iteration 17Q: 3 clusters Score -244257.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -244260.281250 Penalty: 3736.181396
	Iteration 18Q: 3 clusters Score -244260.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -244263.171875 Penalty: 3736.181396
	Iteration 19Q: 3 clusters Score -244263.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -244269.312500 Penalty: 3736.181396
	Iteration 20F: 3 clusters Score -244269.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -244273.750000 Penalty: 3736.181396
	Iteration 21Q: 3 clusters Score -244273.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -244276.218750 Penalty: 3736.181396
	Iteration 22Q: 3 clusters Score -244276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -244280.375000 Penalty: 3736.181396
	Iteration 23Q: 3 clusters Score -244280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -244281.531250 Penalty: 3736.181396
	Iteration 24Q: 3 clusters Score -244281.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -244284.453125 Penalty: 3736.181396
	Iteration 25Q: 3 clusters Score -244284.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -244287.671875 Penalty: 3736.181396
	Iteration 26Q: 3 clusters Score -244287.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -244290.406250 Penalty: 3736.181396
	Iteration 27Q: 3 clusters Score -244290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -244293.890625 Penalty: 3736.181396
	Iteration 28Q: 3 clusters Score -244293.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -244299.750000 Penalty: 3736.181396
	Iteration 29Q: 3 clusters Score -244299.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -244300.578125 Penalty: 3736.181396
	Iteration 30Q: 3 clusters Score -244300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -244302.187500 Penalty: 3736.181396
	Iteration 31Q: 3 clusters Score -244302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -244303.906250 Penalty: 3736.181396
	Iteration 32Q: 3 clusters Score -244303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -244306.312500 Penalty: 3736.181396
	Iteration 33Q: 3 clusters Score -244306.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -244306.390625 Penalty: 3736.181396
	Iteration 34Q: 3 clusters Score -244306.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -244308.359375 Penalty: 3736.181396
	Iteration 35Q: 3 clusters Score -244308.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -244309.031250 Penalty: 3736.181396
	Iteration 36Q: 3 clusters Score -244309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -244310.390625 Penalty: 3736.181396
	Iteration 37Q: 3 clusters Score -244310.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -244311.437500 Penalty: 3736.181396
	Iteration 38Q: 3 clusters Score -244311.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -244313.078125 Penalty: 3736.181396
	Iteration 39Q: 3 clusters Score -244313.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -244313.843750 Penalty: 3736.181396
	Iteration 40F: 3 clusters Score -244313.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -244314.812500 Penalty: 3736.181396
	Iteration 41Q: 3 clusters Score -244314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -244314.812500 Penalty: 3736.181396
	Iteration 42F: 3 clusters Score -244314.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Entering Unmasked Estep 
Score: -2376381.250000 Penalty: 2435.130127
	Iteration 0F: 2 clusters Score -2376381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2363534.500000 Penalty: 4870.260254
	Iteration 0F: 3 clusters Score -2363534 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2367946.250000 Penalty: 4870.260254
	Iteration 1F: 3 clusters Score -2367946 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2368628.250000 Penalty: 4870.260254
	Iteration 2F: 3 clusters Score -2368628 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2369451.500000 Penalty: 4870.260254
	Iteration 3F: 3 clusters Score -2369452 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2370373.250000 Penalty: 4870.260254
	Iteration 4F: 3 clusters Score -2370373 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2371380.500000 Penalty: 4870.260254
	Iteration 5F: 3 clusters Score -2371380 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2372311.000000 Penalty: 4870.260254
	Iteration 6F: 3 clusters Score -2372311 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2373094.750000 Penalty: 4870.260254
	Iteration 7F: 3 clusters Score -2373095 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2373738.750000 Penalty: 4870.260254
	Iteration 8F: 3 clusters Score -2373739 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2374279.750000 Penalty: 4870.260254
	Iteration 9Q: 3 clusters Score -2374280 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2374694.500000 Penalty: 4870.260254
	Iteration 10Q: 3 clusters Score -2374694 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2375036.750000 Penalty: 4870.260254
	Iteration 11Q: 3 clusters Score -2375037 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2375326.750000 Penalty: 4870.260254
	Iteration 12Q: 3 clusters Score -2375327 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2375540.500000 Penalty: 4870.260254
	Iteration 13Q: 3 clusters Score -2375540 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2375679.500000 Penalty: 4870.260254
	Iteration 14Q: 3 clusters Score -2375680 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2375761.250000 Penalty: 4870.260254
	Iteration 15Q: 3 clusters Score -2375761 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2375826.500000 Penalty: 4870.260254
	Iteration 16Q: 3 clusters Score -2375826 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2375881.250000 Penalty: 4870.260254
	Iteration 17Q: 3 clusters Score -2375881 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2375916.250000 Penalty: 4870.260254
	Iteration 18Q: 3 clusters Score -2375916 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2375936.500000 Penalty: 4870.260254
	Iteration 19Q: 3 clusters Score -2375936 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2375957.000000 Penalty: 4870.260254
	Iteration 20F: 3 clusters Score -2375957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2375967.500000 Penalty: 4870.260254
	Iteration 21Q: 3 clusters Score -2375968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2375978.500000 Penalty: 4870.260254
	Iteration 22Q: 3 clusters Score -2375978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2375988.750000 Penalty: 4870.260254
	Iteration 23Q: 3 clusters Score -2375989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2375990.250000 Penalty: 4870.260254
	Iteration 24Q: 3 clusters Score -2375990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2375999.000000 Penalty: 4870.260254
	Iteration 25Q: 3 clusters Score -2375999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2375999.750000 Penalty: 4870.260254
	Iteration 26Q: 3 clusters Score -2376000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2376003.250000 Penalty: 4870.260254
	Iteration 27Q: 3 clusters Score -2376003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2376005.000000 Penalty: 4870.260254
	Iteration 28Q: 3 clusters Score -2376005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2376005.000000 Penalty: 4870.260254
	Iteration 29F: 3 clusters Score -2376005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Entering Unmasked Estep 
Score: -4205427.000000 Penalty: 2571.849609
	Iteration 0F: 2 clusters Score -4205427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -4183656.250000 Penalty: 5143.699219
	Iteration 0F: 3 clusters Score -4183656 nChanged 14307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -4191652.750000 Penalty: 5143.699219
	Iteration 1F: 3 clusters Score -4191653 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -4192298.500000 Penalty: 5143.699219
	Iteration 2F: 3 clusters Score -4192298 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -4192876.250000 Penalty: 5143.699219
	Iteration 3F: 3 clusters Score -4192876 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -4193441.250000 Penalty: 5143.699219
	Iteration 4Q: 3 clusters Score -4193441 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -4193949.500000 Penalty: 5143.699219
	Iteration 5Q: 3 clusters Score -4193950 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -4194494.500000 Penalty: 5143.699219
	Iteration 6Q: 3 clusters Score -4194494 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -4194956.500000 Penalty: 5143.699219
	Iteration 7Q: 3 clusters Score -4194956 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -4195435.500000 Penalty: 5143.699219
	Iteration 8Q: 3 clusters Score -4195436 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -4195913.500000 Penalty: 5143.699219
	Iteration 9Q: 3 clusters Score -4195914 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -4196399.000000 Penalty: 5143.699219
	Iteration 10Q: 3 clusters Score -4196399 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -4196918.500000 Penalty: 5143.699219
	Iteration 11Q: 3 clusters Score -4196918 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -4197606.000000 Penalty: 5143.699219
	Iteration 12Q: 3 clusters Score -4197606 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -4198354.000000 Penalty: 5143.699219
	Iteration 13Q: 3 clusters Score -4198354 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -4199200.000000 Penalty: 5143.699219
	Iteration 14Q: 3 clusters Score -4199200 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -4200085.500000 Penalty: 5143.699219
	Iteration 15Q: 3 clusters Score -4200086 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -4200867.000000 Penalty: 5143.699219
	Iteration 16Q: 3 clusters Score -4200867 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -4201536.500000 Penalty: 5143.699219
	Iteration 17Q: 3 clusters Score -4201536 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -4202007.500000 Penalty: 5143.699219
	Iteration 18Q: 3 clusters Score -4202008 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -4202333.500000 Penalty: 5143.699219
	Iteration 19Q: 3 clusters Score -4202334 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -4202597.000000 Penalty: 5143.699219
	Iteration 20F: 3 clusters Score -4202597 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -4202818.000000 Penalty: 5143.699219
	Iteration 21Q: 3 clusters Score -4202818 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -4202960.000000 Penalty: 5143.699219
	Iteration 22Q: 3 clusters Score -4202960 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -4203075.000000 Penalty: 5143.699219
	Iteration 23Q: 3 clusters Score -4203075 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -4203140.000000 Penalty: 5143.699219
	Iteration 24Q: 3 clusters Score -4203140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -4203180.500000 Penalty: 5143.699219
	Iteration 25Q: 3 clusters Score -4203180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -4203221.500000 Penalty: 5143.699219
	Iteration 26Q: 3 clusters Score -4203222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -4203258.500000 Penalty: 5143.699219
	Iteration 27Q: 3 clusters Score -4203258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -4203278.500000 Penalty: 5143.699219
	Iteration 28Q: 3 clusters Score -4203278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -4203306.500000 Penalty: 5143.699219
	Iteration 29Q: 3 clusters Score -4203306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -4203331.500000 Penalty: 5143.699219
	Iteration 30Q: 3 clusters Score -4203332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -4203340.000000 Penalty: 5143.699219
	Iteration 31Q: 3 clusters Score -4203340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -4203346.500000 Penalty: 5143.699219
	Iteration 32Q: 3 clusters Score -4203346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -4203358.000000 Penalty: 5143.699219
	Iteration 33Q: 3 clusters Score -4203358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -4203354.500000 Penalty: 5143.699219
	Iteration 34Q: 3 clusters Score -4203354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -4203360.500000 Penalty: 5143.699219
	Iteration 35Q: 3 clusters Score -4203360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -4203364.000000 Penalty: 5143.699219
	Iteration 36Q: 3 clusters Score -4203364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -4203367.500000 Penalty: 5143.699219
	Iteration 37Q: 3 clusters Score -4203368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -4203367.500000 Penalty: 5143.699219
	Iteration 38F: 3 clusters Score -4203368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Entering Unmasked Estep 
Score: -3522470.500000 Penalty: 2524.776611
	Iteration 0F: 2 clusters Score -3522470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -3504358.000000 Penalty: 5049.553223
	Iteration 0F: 3 clusters Score -3504358 nChanged 11803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3510870.000000 Penalty: 5049.553223
	Iteration 1F: 3 clusters Score -3510870 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3511739.000000 Penalty: 5049.553223
	Iteration 2F: 3 clusters Score -3511739 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3512947.250000 Penalty: 5049.553223
	Iteration 3F: 3 clusters Score -3512947 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3514578.000000 Penalty: 5049.553223
	Iteration 4F: 3 clusters Score -3514578 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -3516206.000000 Penalty: 5049.553223
	Iteration 5F: 3 clusters Score -3516206 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3517370.000000 Penalty: 5049.553223
	Iteration 6F: 3 clusters Score -3517370 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -3518043.000000 Penalty: 5049.553223
	Iteration 7F: 3 clusters Score -3518043 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -3518414.000000 Penalty: 5049.553223
	Iteration 8Q: 3 clusters Score -3518414 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -3518574.000000 Penalty: 5049.553223
	Iteration 9Q: 3 clusters Score -3518574 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -3518658.750000 Penalty: 5049.553223
	Iteration 10Q: 3 clusters Score -3518659 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -3518723.250000 Penalty: 5049.553223
	Iteration 11Q: 3 clusters Score -3518723 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -3518747.250000 Penalty: 5049.553223
	Iteration 12Q: 3 clusters Score -3518747 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3518791.750000 Penalty: 5049.553223
	Iteration 13Q: 3 clusters Score -3518792 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -3518806.750000 Penalty: 5049.553223
	Iteration 14Q: 3 clusters Score -3518807 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -3518820.250000 Penalty: 5049.553223
	Iteration 15Q: 3 clusters Score -3518820 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -3518854.000000 Penalty: 5049.553223
	Iteration 16Q: 3 clusters Score -3518854 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3518865.250000 Penalty: 5049.553223
	Iteration 17Q: 3 clusters Score -3518865 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3518879.250000 Penalty: 5049.553223
	Iteration 18Q: 3 clusters Score -3518879 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -3518880.000000 Penalty: 5049.553223
	Iteration 19Q: 3 clusters Score -3518880 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -3518895.750000 Penalty: 5049.553223
	Iteration 20F: 3 clusters Score -3518896 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3518906.000000 Penalty: 5049.553223
	Iteration 21Q: 3 clusters Score -3518906 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -3518925.750000 Penalty: 5049.553223
	Iteration 22Q: 3 clusters Score -3518926 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3518940.000000 Penalty: 5049.553223
	Iteration 23Q: 3 clusters Score -3518940 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3518964.250000 Penalty: 5049.553223
	Iteration 24Q: 3 clusters Score -3518964 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -3518979.000000 Penalty: 5049.553223
	Iteration 25Q: 3 clusters Score -3518979 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -3518989.500000 Penalty: 5049.553223
	Iteration 26Q: 3 clusters Score -3518990 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -3518991.000000 Penalty: 5049.553223
	Iteration 27Q: 3 clusters Score -3518991 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -3519009.750000 Penalty: 5049.553223
	Iteration 28Q: 3 clusters Score -3519010 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -3519035.500000 Penalty: 5049.553223
	Iteration 29Q: 3 clusters Score -3519036 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -3519052.000000 Penalty: 5049.553223
	Iteration 30Q: 3 clusters Score -3519052 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3519067.000000 Penalty: 5049.553223
	Iteration 31Q: 3 clusters Score -3519067 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -3519090.250000 Penalty: 5049.553223
	Iteration 32Q: 3 clusters Score -3519090 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -3519122.000000 Penalty: 5049.553223
	Iteration 33Q: 3 clusters Score -3519122 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -3519147.250000 Penalty: 5049.553223
	Iteration 34Q: 3 clusters Score -3519147 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -3519176.500000 Penalty: 5049.553223
	Iteration 35Q: 3 clusters Score -3519176 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -3519198.750000 Penalty: 5049.553223
	Iteration 36Q: 3 clusters Score -3519199 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3519226.000000 Penalty: 5049.553223
	Iteration 37Q: 3 clusters Score -3519226 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3519251.250000 Penalty: 5049.553223
	Iteration 38Q: 3 clusters Score -3519251 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3519298.500000 Penalty: 5049.553223
	Iteration 39Q: 3 clusters Score -3519298 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -3519331.000000 Penalty: 5049.553223
	Iteration 40F: 3 clusters Score -3519331 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3519353.000000 Penalty: 5049.553223
	Iteration 41Q: 3 clusters Score -3519353 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3519394.000000 Penalty: 5049.553223
	Iteration 42Q: 3 clusters Score -3519394 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3519402.000000 Penalty: 5049.553223
	Iteration 43Q: 3 clusters Score -3519402 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -3519422.250000 Penalty: 5049.553223
	Iteration 44Q: 3 clusters Score -3519422 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3519463.000000 Penalty: 5049.553223
	Iteration 45Q: 3 clusters Score -3519463 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3519499.250000 Penalty: 5049.553223
	Iteration 46Q: 3 clusters Score -3519499 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -3519521.500000 Penalty: 5049.553223
	Iteration 47Q: 3 clusters Score -3519522 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3519563.750000 Penalty: 5049.553223
	Iteration 48Q: 3 clusters Score -3519564 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3519590.250000 Penalty: 5049.553223
	Iteration 49Q: 3 clusters Score -3519590 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3519621.750000 Penalty: 5049.553223
	Iteration 50Q: 3 clusters Score -3519622 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3519646.500000 Penalty: 5049.553223
	Iteration 51Q: 3 clusters Score -3519646 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3519701.500000 Penalty: 5049.553223
	Iteration 52Q: 3 clusters Score -3519702 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3519749.000000 Penalty: 5049.553223
	Iteration 53Q: 3 clusters Score -3519749 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3519788.000000 Penalty: 5049.553223
	Iteration 54Q: 3 clusters Score -3519788 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3519830.500000 Penalty: 5049.553223
	Iteration 55Q: 3 clusters Score -3519830 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3519868.000000 Penalty: 5049.553223
	Iteration 56Q: 3 clusters Score -3519868 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3519902.750000 Penalty: 5049.553223
	Iteration 57Q: 3 clusters Score -3519903 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3519940.250000 Penalty: 5049.553223
	Iteration 58Q: 3 clusters Score -3519940 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3519982.250000 Penalty: 5049.553223
	Iteration 59Q: 3 clusters Score -3519982 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3520020.000000 Penalty: 5049.553223
	Iteration 60F: 3 clusters Score -3520020 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3520048.750000 Penalty: 5049.553223
	Iteration 61Q: 3 clusters Score -3520049 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3520092.000000 Penalty: 5049.553223
	Iteration 62Q: 3 clusters Score -3520092 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3520113.250000 Penalty: 5049.553223
	Iteration 63Q: 3 clusters Score -3520113 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3520144.250000 Penalty: 5049.553223
	Iteration 64Q: 3 clusters Score -3520144 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3520173.250000 Penalty: 5049.553223
	Iteration 65Q: 3 clusters Score -3520173 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3520192.000000 Penalty: 5049.553223
	Iteration 66Q: 3 clusters Score -3520192 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3520202.750000 Penalty: 5049.553223
	Iteration 67Q: 3 clusters Score -3520203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3520218.500000 Penalty: 5049.553223
	Iteration 68Q: 3 clusters Score -3520218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3520229.000000 Penalty: 5049.553223
	Iteration 69Q: 3 clusters Score -3520229 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3520239.500000 Penalty: 5049.553223
	Iteration 70Q: 3 clusters Score -3520240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3520250.000000 Penalty: 5049.553223
	Iteration 71Q: 3 clusters Score -3520250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3520255.750000 Penalty: 5049.553223
	Iteration 72Q: 3 clusters Score -3520256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3520267.250000 Penalty: 5049.553223
	Iteration 73Q: 3 clusters Score -3520267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3520277.000000 Penalty: 5049.553223
	Iteration 74Q: 3 clusters Score -3520277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3520291.000000 Penalty: 5049.553223
	Iteration 75Q: 3 clusters Score -3520291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3520299.500000 Penalty: 5049.553223
	Iteration 76Q: 3 clusters Score -3520300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3520310.500000 Penalty: 5049.553223
	Iteration 77Q: 3 clusters Score -3520310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3520319.500000 Penalty: 5049.553223
	Iteration 78Q: 3 clusters Score -3520320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3520325.000000 Penalty: 5049.553223
	Iteration 79Q: 3 clusters Score -3520325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3520333.250000 Penalty: 5049.553223
	Iteration 80F: 3 clusters Score -3520333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3520348.500000 Penalty: 5049.553223
	Iteration 81Q: 3 clusters Score -3520348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3520357.000000 Penalty: 5049.553223
	Iteration 82Q: 3 clusters Score -3520357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3520356.250000 Penalty: 5049.553223
	Iteration 83Q: 3 clusters Score -3520356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3520363.000000 Penalty: 5049.553223
	Iteration 84Q: 3 clusters Score -3520363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3520373.250000 Penalty: 5049.553223
	Iteration 85Q: 3 clusters Score -3520373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3520385.500000 Penalty: 5049.553223
	Iteration 86Q: 3 clusters Score -3520386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3520393.250000 Penalty: 5049.553223
	Iteration 87Q: 3 clusters Score -3520393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3520392.500000 Penalty: 5049.553223
	Iteration 88Q: 3 clusters Score -3520392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3520400.500000 Penalty: 5049.553223
	Iteration 89Q: 3 clusters Score -3520400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3520408.250000 Penalty: 5049.553223
	Iteration 90Q: 3 clusters Score -3520408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3520405.000000 Penalty: 5049.553223
	Iteration 91Q: 3 clusters Score -3520405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3520402.750000 Penalty: 5049.553223
	Iteration 92Q: 3 clusters Score -3520403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3520407.750000 Penalty: 5049.553223
	Iteration 93Q: 3 clusters Score -3520408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3520416.500000 Penalty: 5049.553223
	Iteration 94Q: 3 clusters Score -3520416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3520423.000000 Penalty: 5049.553223
	Iteration 95Q: 3 clusters Score -3520423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3520420.000000 Penalty: 5049.553223
	Iteration 96Q: 3 clusters Score -3520420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3520416.750000 Penalty: 5049.553223
	Iteration 97Q: 3 clusters Score -3520417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3520419.250000 Penalty: 5049.553223
	Iteration 98Q: 3 clusters Score -3520419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3520422.500000 Penalty: 5049.553223
	Iteration 99Q: 3 clusters Score -3520422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3520423.250000 Penalty: 5049.553223
	Iteration 100F: 3 clusters Score -3520423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3520424.000000 Penalty: 5049.553223
	Iteration 101Q: 3 clusters Score -3520424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3520426.750000 Penalty: 5049.553223
	Iteration 102Q: 3 clusters Score -3520427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3520427.750000 Penalty: 5049.553223
	Iteration 103Q: 3 clusters Score -3520428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3520428.500000 Penalty: 5049.553223
	Iteration 104Q: 3 clusters Score -3520428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3520429.000000 Penalty: 5049.553223
	Iteration 105Q: 3 clusters Score -3520429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3520434.750000 Penalty: 5049.553223
	Iteration 106Q: 3 clusters Score -3520435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3520437.500000 Penalty: 5049.553223
	Iteration 107Q: 3 clusters Score -3520438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3520436.000000 Penalty: 5049.553223
	Iteration 108Q: 3 clusters Score -3520436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3520432.250000 Penalty: 5049.553223
	Iteration 109Q: 3 clusters Score -3520432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3520434.250000 Penalty: 5049.553223
	Iteration 110Q: 3 clusters Score -3520434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3520436.750000 Penalty: 5049.553223
	Iteration 111Q: 3 clusters Score -3520437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3520434.250000 Penalty: 5049.553223
	Iteration 112Q: 3 clusters Score -3520434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3520437.000000 Penalty: 5049.553223
	Iteration 113Q: 3 clusters Score -3520437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3520437.000000 Penalty: 5049.553223
	Iteration 114F: 3 clusters Score -3520437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Entering Unmasked Estep 
Score: -4921188.500000 Penalty: 2610.487305
	Iteration 0F: 2 clusters Score -4921188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -4896008.000000 Penalty: 5220.974609
	Iteration 0F: 3 clusters Score -4896008 nChanged 16942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -4905156.500000 Penalty: 5220.974609
	Iteration 1F: 3 clusters Score -4905156 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -4905704.000000 Penalty: 5220.974609
	Iteration 2Q: 3 clusters Score -4905704 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -4906262.000000 Penalty: 5220.974609
	Iteration 3Q: 3 clusters Score -4906262 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -4906970.000000 Penalty: 5220.974609
	Iteration 4Q: 3 clusters Score -4906970 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -4907899.000000 Penalty: 5220.974609
	Iteration 5Q: 3 clusters Score -4907899 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -4909204.000000 Penalty: 5220.974609
	Iteration 6F: 3 clusters Score -4909204 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -4910842.000000 Penalty: 5220.974609
	Iteration 7F: 3 clusters Score -4910842 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -4912840.500000 Penalty: 5220.974609
	Iteration 8F: 3 clusters Score -4912840 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -4914763.500000 Penalty: 5220.974609
	Iteration 9F: 3 clusters Score -4914764 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -4916358.000000 Penalty: 5220.974609
	Iteration 10F: 3 clusters Score -4916358 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -4917420.000000 Penalty: 5220.974609
	Iteration 11Q: 3 clusters Score -4917420 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -4918086.000000 Penalty: 5220.974609
	Iteration 12Q: 3 clusters Score -4918086 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -4918530.500000 Penalty: 5220.974609
	Iteration 13Q: 3 clusters Score -4918530 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -4918800.500000 Penalty: 5220.974609
	Iteration 14Q: 3 clusters Score -4918800 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -4918936.500000 Penalty: 5220.974609
	Iteration 15Q: 3 clusters Score -4918936 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -4918986.000000 Penalty: 5220.974609
	Iteration 16Q: 3 clusters Score -4918986 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -4919042.500000 Penalty: 5220.974609
	Iteration 17Q: 3 clusters Score -4919042 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -4919074.500000 Penalty: 5220.974609
	Iteration 18Q: 3 clusters Score -4919074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -4919090.000000 Penalty: 5220.974609
	Iteration 19Q: 3 clusters Score -4919090 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -4919106.500000 Penalty: 5220.974609
	Iteration 20F: 3 clusters Score -4919106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -4919116.500000 Penalty: 5220.974609
	Iteration 21Q: 3 clusters Score -4919116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -4919120.500000 Penalty: 5220.974609
	Iteration 22Q: 3 clusters Score -4919120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -4919123.000000 Penalty: 5220.974609
	Iteration 23Q: 3 clusters Score -4919123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -4919121.500000 Penalty: 5220.974609
	Iteration 24Q: 3 clusters Score -4919122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -4919120.000000 Penalty: 5220.974609
	Iteration 25Q: 3 clusters Score -4919120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -4919128.000000 Penalty: 5220.974609
	Iteration 26Q: 3 clusters Score -4919128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -4919130.500000 Penalty: 5220.974609
	Iteration 27Q: 3 clusters Score -4919130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -4919137.500000 Penalty: 5220.974609
	Iteration 28Q: 3 clusters Score -4919138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -4919135.000000 Penalty: 5220.974609
	Iteration 29Q: 3 clusters Score -4919135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -4919142.500000 Penalty: 5220.974609
	Iteration 30Q: 3 clusters Score -4919142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -4919142.000000 Penalty: 5220.974609
	Iteration 31Q: 3 clusters Score -4919142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -4919147.500000 Penalty: 5220.974609
	Iteration 32Q: 3 clusters Score -4919148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4919149.500000 Penalty: 5220.974609
	Iteration 33Q: 3 clusters Score -4919150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -4919153.000000 Penalty: 5220.974609
	Iteration 34Q: 3 clusters Score -4919153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -4919153.500000 Penalty: 5220.974609
	Iteration 35Q: 3 clusters Score -4919154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -4919154.500000 Penalty: 5220.974609
	Iteration 36Q: 3 clusters Score -4919154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -4919155.500000 Penalty: 5220.974609
	Iteration 37Q: 3 clusters Score -4919156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -4919148.500000 Penalty: 5220.974609
	Iteration 38Q: 3 clusters Score -4919148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -4919156.500000 Penalty: 5220.974609
	Iteration 39Q: 3 clusters Score -4919156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -4919159.000000 Penalty: 5220.974609
	Iteration 40F: 3 clusters Score -4919159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -4919154.500000 Penalty: 5220.974609
	Iteration 41Q: 3 clusters Score -4919154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -4919156.000000 Penalty: 5220.974609
	Iteration 42Q: 3 clusters Score -4919156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -4919156.000000 Penalty: 5220.974609
	Iteration 43F: 3 clusters Score -4919156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Entering Unmasked Estep 
Score: -2778087.000000 Penalty: 2473.781250
	Iteration 0F: 2 clusters Score -2778087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2763067.000000 Penalty: 4947.562500
	Iteration 0F: 3 clusters Score -2763067 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2768206.000000 Penalty: 4947.562500
	Iteration 1F: 3 clusters Score -2768206 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2768629.750000 Penalty: 4947.562500
	Iteration 2F: 3 clusters Score -2768630 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2769042.000000 Penalty: 4947.562500
	Iteration 3Q: 3 clusters Score -2769042 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2769482.500000 Penalty: 4947.562500
	Iteration 4Q: 3 clusters Score -2769482 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2769980.250000 Penalty: 4947.562500
	Iteration 5Q: 3 clusters Score -2769980 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2770563.750000 Penalty: 4947.562500
	Iteration 6F: 3 clusters Score -2770564 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2771294.750000 Penalty: 4947.562500
	Iteration 7F: 3 clusters Score -2771295 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2772140.750000 Penalty: 4947.562500
	Iteration 8F: 3 clusters Score -2772141 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2773055.250000 Penalty: 4947.562500
	Iteration 9F: 3 clusters Score -2773055 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2773853.250000 Penalty: 4947.562500
	Iteration 10Q: 3 clusters Score -2773853 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2774488.000000 Penalty: 4947.562500
	Iteration 11Q: 3 clusters Score -2774488 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -2774948.500000 Penalty: 4947.562500
	Iteration 12Q: 3 clusters Score -2774948 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2775271.250000 Penalty: 4947.562500
	Iteration 13Q: 3 clusters Score -2775271 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2775481.000000 Penalty: 4947.562500
	Iteration 14Q: 3 clusters Score -2775481 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2775654.250000 Penalty: 4947.562500
	Iteration 15Q: 3 clusters Score -2775654 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2775753.750000 Penalty: 4947.562500
	Iteration 16Q: 3 clusters Score -2775754 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2775826.000000 Penalty: 4947.562500
	Iteration 17Q: 3 clusters Score -2775826 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2775914.000000 Penalty: 4947.562500
	Iteration 18Q: 3 clusters Score -2775914 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2775988.500000 Penalty: 4947.562500
	Iteration 19Q: 3 clusters Score -2775988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2776050.000000 Penalty: 4947.562500
	Iteration 20F: 3 clusters Score -2776050 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2776101.000000 Penalty: 4947.562500
	Iteration 21Q: 3 clusters Score -2776101 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2776133.750000 Penalty: 4947.562500
	Iteration 22Q: 3 clusters Score -2776134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2776159.750000 Penalty: 4947.562500
	Iteration 23Q: 3 clusters Score -2776160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2776195.000000 Penalty: 4947.562500
	Iteration 24Q: 3 clusters Score -2776195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2776226.500000 Penalty: 4947.562500
	Iteration 25Q: 3 clusters Score -2776226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2776259.000000 Penalty: 4947.562500
	Iteration 26Q: 3 clusters Score -2776259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2776270.250000 Penalty: 4947.562500
	Iteration 27Q: 3 clusters Score -2776270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2776280.250000 Penalty: 4947.562500
	Iteration 28Q: 3 clusters Score -2776280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -2776295.250000 Penalty: 4947.562500
	Iteration 29Q: 3 clusters Score -2776295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2776304.750000 Penalty: 4947.562500
	Iteration 30Q: 3 clusters Score -2776305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2776317.500000 Penalty: 4947.562500
	Iteration 31Q: 3 clusters Score -2776318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2776321.750000 Penalty: 4947.562500
	Iteration 32Q: 3 clusters Score -2776322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2776328.750000 Penalty: 4947.562500
	Iteration 33Q: 3 clusters Score -2776329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2776332.750000 Penalty: 4947.562500
	Iteration 34Q: 3 clusters Score -2776333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2776338.000000 Penalty: 4947.562500
	Iteration 35Q: 3 clusters Score -2776338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2776341.750000 Penalty: 4947.562500
	Iteration 36Q: 3 clusters Score -2776342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2776349.500000 Penalty: 4947.562500
	Iteration 37Q: 3 clusters Score -2776350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2776352.000000 Penalty: 4947.562500
	Iteration 38Q: 3 clusters Score -2776352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2776356.500000 Penalty: 4947.562500
	Iteration 39Q: 3 clusters Score -2776356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2776361.000000 Penalty: 4947.562500
	Iteration 40F: 3 clusters Score -2776361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2776366.000000 Penalty: 4947.562500
	Iteration 41Q: 3 clusters Score -2776366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2776370.250000 Penalty: 4947.562500
	Iteration 42Q: 3 clusters Score -2776370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2776377.000000 Penalty: 4947.562500
	Iteration 43Q: 3 clusters Score -2776377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2776382.000000 Penalty: 4947.562500
	Iteration 44Q: 3 clusters Score -2776382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2776384.750000 Penalty: 4947.562500
	Iteration 45Q: 3 clusters Score -2776385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2776390.250000 Penalty: 4947.562500
	Iteration 46Q: 3 clusters Score -2776390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2776393.750000 Penalty: 4947.562500
	Iteration 47Q: 3 clusters Score -2776394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2776399.250000 Penalty: 4947.562500
	Iteration 48Q: 3 clusters Score -2776399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2776400.250000 Penalty: 4947.562500
	Iteration 49Q: 3 clusters Score -2776400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2776403.000000 Penalty: 4947.562500
	Iteration 50Q: 3 clusters Score -2776403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2776403.000000 Penalty: 4947.562500
	Iteration 51F: 3 clusters Score -2776403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Entering Unmasked Estep 
Score: -1305540.500000 Penalty: 2301.059570
	Iteration 0F: 2 clusters Score -1305540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1297434.000000 Penalty: 4602.119141
	Iteration 0F: 3 clusters Score -1297434 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1299844.625000 Penalty: 4602.119141
	Iteration 1F: 3 clusters Score -1299845 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1300209.000000 Penalty: 4602.119141
	Iteration 2F: 3 clusters Score -1300209 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1300494.000000 Penalty: 4602.119141
	Iteration 3F: 3 clusters Score -1300494 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1300835.875000 Penalty: 4602.119141
	Iteration 4F: 3 clusters Score -1300836 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1301239.125000 Penalty: 4602.119141
	Iteration 5Q: 3 clusters Score -1301239 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1301647.875000 Penalty: 4602.119141
	Iteration 6F: 3 clusters Score -1301648 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1302113.375000 Penalty: 4602.119141
	Iteration 7F: 3 clusters Score -1302113 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1302649.000000 Penalty: 4602.119141
	Iteration 8F: 3 clusters Score -1302649 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1303148.250000 Penalty: 4602.119141
	Iteration 9F: 3 clusters Score -1303148 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1303593.875000 Penalty: 4602.119141
	Iteration 10Q: 3 clusters Score -1303594 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1303997.750000 Penalty: 4602.119141
	Iteration 11Q: 3 clusters Score -1303998 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1304360.875000 Penalty: 4602.119141
	Iteration 12Q: 3 clusters Score -1304361 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1304594.375000 Penalty: 4602.119141
	Iteration 13Q: 3 clusters Score -1304594 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1304728.000000 Penalty: 4602.119141
	Iteration 14Q: 3 clusters Score -1304728 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1304816.250000 Penalty: 4602.119141
	Iteration 15Q: 3 clusters Score -1304816 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1304872.625000 Penalty: 4602.119141
	Iteration 16Q: 3 clusters Score -1304873 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1304908.000000 Penalty: 4602.119141
	Iteration 17Q: 3 clusters Score -1304908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1304939.750000 Penalty: 4602.119141
	Iteration 18Q: 3 clusters Score -1304940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1304964.250000 Penalty: 4602.119141
	Iteration 19Q: 3 clusters Score -1304964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1304988.375000 Penalty: 4602.119141
	Iteration 20F: 3 clusters Score -1304988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1305005.000000 Penalty: 4602.119141
	Iteration 21Q: 3 clusters Score -1305005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1305015.875000 Penalty: 4602.119141
	Iteration 22Q: 3 clusters Score -1305016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1305028.000000 Penalty: 4602.119141
	Iteration 23Q: 3 clusters Score -1305028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1305035.875000 Penalty: 4602.119141
	Iteration 24Q: 3 clusters Score -1305036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1305043.250000 Penalty: 4602.119141
	Iteration 25Q: 3 clusters Score -1305043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1305049.750000 Penalty: 4602.119141
	Iteration 26Q: 3 clusters Score -1305050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1305053.000000 Penalty: 4602.119141
	Iteration 27Q: 3 clusters Score -1305053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1305060.125000 Penalty: 4602.119141
	Iteration 28Q: 3 clusters Score -1305060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1305069.375000 Penalty: 4602.119141
	Iteration 29Q: 3 clusters Score -1305069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1305077.250000 Penalty: 4602.119141
	Iteration 30Q: 3 clusters Score -1305077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1305079.750000 Penalty: 4602.119141
	Iteration 31Q: 3 clusters Score -1305080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1305083.750000 Penalty: 4602.119141
	Iteration 32Q: 3 clusters Score -1305084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1305086.125000 Penalty: 4602.119141
	Iteration 33Q: 3 clusters Score -1305086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1305089.750000 Penalty: 4602.119141
	Iteration 34Q: 3 clusters Score -1305090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1305095.000000 Penalty: 4602.119141
	Iteration 35Q: 3 clusters Score -1305095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1305097.750000 Penalty: 4602.119141
	Iteration 36Q: 3 clusters Score -1305098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1305098.000000 Penalty: 4602.119141
	Iteration 37Q: 3 clusters Score -1305098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1305102.125000 Penalty: 4602.119141
	Iteration 38Q: 3 clusters Score -1305102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1305106.500000 Penalty: 4602.119141
	Iteration 39Q: 3 clusters Score -1305106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1305107.250000 Penalty: 4602.119141
	Iteration 40F: 3 clusters Score -1305107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1305107.250000 Penalty: 4602.119141
	Iteration 41Q: 3 clusters Score -1305107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1305107.250000 Penalty: 4602.119141
	Iteration 42F: 3 clusters Score -1305107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Entering Unmasked Estep 
Score: -3510762.250000 Penalty: 2529.053955
	Iteration 0F: 2 clusters Score -3510762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3492172.000000 Penalty: 5058.107910
	Iteration 0F: 3 clusters Score -3492172 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3498733.250000 Penalty: 5058.107910
	Iteration 1F: 3 clusters Score -3498733 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3499539.750000 Penalty: 5058.107910
	Iteration 2F: 3 clusters Score -3499540 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -3500422.750000 Penalty: 5058.107910
	Iteration 3F: 3 clusters Score -3500423 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -3501285.000000 Penalty: 5058.107910
	Iteration 4F: 3 clusters Score -3501285 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -3502026.000000 Penalty: 5058.107910
	Iteration 5F: 3 clusters Score -3502026 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3502756.000000 Penalty: 5058.107910
	Iteration 6F: 3 clusters Score -3502756 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3503501.750000 Penalty: 5058.107910
	Iteration 7F: 3 clusters Score -3503502 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3504240.500000 Penalty: 5058.107910
	Iteration 8F: 3 clusters Score -3504240 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3505043.000000 Penalty: 5058.107910
	Iteration 9Q: 3 clusters Score -3505043 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3505949.000000 Penalty: 5058.107910
	Iteration 10F: 3 clusters Score -3505949 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3506864.500000 Penalty: 5058.107910
	Iteration 11F: 3 clusters Score -3506864 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3507690.250000 Penalty: 5058.107910
	Iteration 12Q: 3 clusters Score -3507690 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3508312.750000 Penalty: 5058.107910
	Iteration 13Q: 3 clusters Score -3508313 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -3508761.500000 Penalty: 5058.107910
	Iteration 14Q: 3 clusters Score -3508762 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -3509076.250000 Penalty: 5058.107910
	Iteration 15Q: 3 clusters Score -3509076 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -3509357.250000 Penalty: 5058.107910
	Iteration 16Q: 3 clusters Score -3509357 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3509608.250000 Penalty: 5058.107910
	Iteration 17Q: 3 clusters Score -3509608 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -3509791.250000 Penalty: 5058.107910
	Iteration 18Q: 3 clusters Score -3509791 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3509899.000000 Penalty: 5058.107910
	Iteration 19Q: 3 clusters Score -3509899 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -3509959.500000 Penalty: 5058.107910
	Iteration 20F: 3 clusters Score -3509960 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3510001.250000 Penalty: 5058.107910
	Iteration 21Q: 3 clusters Score -3510001 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -3510035.750000 Penalty: 5058.107910
	Iteration 22Q: 3 clusters Score -3510036 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -3510048.750000 Penalty: 5058.107910
	Iteration 23Q: 3 clusters Score -3510049 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -3510061.250000 Penalty: 5058.107910
	Iteration 24Q: 3 clusters Score -3510061 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3510071.750000 Penalty: 5058.107910
	Iteration 25Q: 3 clusters Score -3510072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -3510081.000000 Penalty: 5058.107910
	Iteration 26Q: 3 clusters Score -3510081 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -3510095.250000 Penalty: 5058.107910
	Iteration 27Q: 3 clusters Score -3510095 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -3510089.250000 Penalty: 5058.107910
	Iteration 28Q: 3 clusters Score -3510089 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -3510099.500000 Penalty: 5058.107910
	Iteration 29Q: 3 clusters Score -3510100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3510110.500000 Penalty: 5058.107910
	Iteration 30Q: 3 clusters Score -3510110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -3510107.000000 Penalty: 5058.107910
	Iteration 31Q: 3 clusters Score -3510107 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -3510111.500000 Penalty: 5058.107910
	Iteration 32Q: 3 clusters Score -3510112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -3510125.750000 Penalty: 5058.107910
	Iteration 33Q: 3 clusters Score -3510126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -3510126.750000 Penalty: 5058.107910
	Iteration 34Q: 3 clusters Score -3510127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -3510134.250000 Penalty: 5058.107910
	Iteration 35Q: 3 clusters Score -3510134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -3510142.500000 Penalty: 5058.107910
	Iteration 36Q: 3 clusters Score -3510142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -3510137.000000 Penalty: 5058.107910
	Iteration 37Q: 3 clusters Score -3510137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -3510131.250000 Penalty: 5058.107910
	Iteration 38Q: 3 clusters Score -3510131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -3510139.750000 Penalty: 5058.107910
	Iteration 39Q: 3 clusters Score -3510140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -3510145.250000 Penalty: 5058.107910
	Iteration 40F: 3 clusters Score -3510145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -3510145.250000 Penalty: 5058.107910
	Iteration 41Q: 3 clusters Score -3510145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -3510153.750000 Penalty: 5058.107910
	Iteration 42Q: 3 clusters Score -3510154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -3510169.250000 Penalty: 5058.107910
	Iteration 43Q: 3 clusters Score -3510169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -3510162.000000 Penalty: 5058.107910
	Iteration 44Q: 3 clusters Score -3510162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -3510170.000000 Penalty: 5058.107910
	Iteration 45Q: 3 clusters Score -3510170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3510172.000000 Penalty: 5058.107910
	Iteration 46Q: 3 clusters Score -3510172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -3510179.500000 Penalty: 5058.107910
	Iteration 47Q: 3 clusters Score -3510180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -3510183.000000 Penalty: 5058.107910
	Iteration 48Q: 3 clusters Score -3510183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -3510188.750000 Penalty: 5058.107910
	Iteration 49Q: 3 clusters Score -3510189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -3510183.750000 Penalty: 5058.107910
	Iteration 50Q: 3 clusters Score -3510184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3510187.750000 Penalty: 5058.107910
	Iteration 51Q: 3 clusters Score -3510188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -3510190.250000 Penalty: 5058.107910
	Iteration 52Q: 3 clusters Score -3510190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -3510188.500000 Penalty: 5058.107910
	Iteration 53Q: 3 clusters Score -3510188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -3510184.000000 Penalty: 5058.107910
	Iteration 54Q: 3 clusters Score -3510184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -3510191.000000 Penalty: 5058.107910
	Iteration 55Q: 3 clusters Score -3510191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -3510189.500000 Penalty: 5058.107910
	Iteration 56Q: 3 clusters Score -3510190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -3510193.000000 Penalty: 5058.107910
	Iteration 57Q: 3 clusters Score -3510193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -3510192.250000 Penalty: 5058.107910
	Iteration 58Q: 3 clusters Score -3510192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3510204.250000 Penalty: 5058.107910
	Iteration 59Q: 3 clusters Score -3510204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3510202.250000 Penalty: 5058.107910
	Iteration 60F: 3 clusters Score -3510202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -3510200.250000 Penalty: 5058.107910
	Iteration 61Q: 3 clusters Score -3510200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -3510205.500000 Penalty: 5058.107910
	Iteration 62Q: 3 clusters Score -3510206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -3510198.750000 Penalty: 5058.107910
	Iteration 63Q: 3 clusters Score -3510199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -3510196.000000 Penalty: 5058.107910
	Iteration 64Q: 3 clusters Score -3510196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -3510194.000000 Penalty: 5058.107910
	Iteration 65Q: 3 clusters Score -3510194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -3510196.500000 Penalty: 5058.107910
	Iteration 66Q: 3 clusters Score -3510196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3510198.250000 Penalty: 5058.107910
	Iteration 67Q: 3 clusters Score -3510198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -3510200.250000 Penalty: 5058.107910
	Iteration 68Q: 3 clusters Score -3510200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -3510197.000000 Penalty: 5058.107910
	Iteration 69Q: 3 clusters Score -3510197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -3510202.500000 Penalty: 5058.107910
	Iteration 70Q: 3 clusters Score -3510202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -3510201.750000 Penalty: 5058.107910
	Iteration 71Q: 3 clusters Score -3510202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3510204.750000 Penalty: 5058.107910
	Iteration 72Q: 3 clusters Score -3510205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3510207.500000 Penalty: 5058.107910
	Iteration 73Q: 3 clusters Score -3510208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -3510203.750000 Penalty: 5058.107910
	Iteration 74Q: 3 clusters Score -3510204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -3510209.500000 Penalty: 5058.107910
	Iteration 75Q: 3 clusters Score -3510210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -3510207.500000 Penalty: 5058.107910
	Iteration 76Q: 3 clusters Score -3510208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -3510208.000000 Penalty: 5058.107910
	Iteration 77Q: 3 clusters Score -3510208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -3510208.000000 Penalty: 5058.107910
	Iteration 78F: 3 clusters Score -3510208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Entering Unmasked Estep 
Score: -667834.125000 Penalty: 2134.499023
	Iteration 0F: 2 clusters Score -667834.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -663003.375000 Penalty: 4268.998047
	Iteration 0F: 3 clusters Score -663003.4 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -664302.500000 Penalty: 4268.998047
	Iteration 1F: 3 clusters Score -664302.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -664574.750000 Penalty: 4268.998047
	Iteration 2F: 3 clusters Score -664574.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -664823.750000 Penalty: 4268.998047
	Iteration 3F: 3 clusters Score -664823.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -665100.750000 Penalty: 4268.998047
	Iteration 4F: 3 clusters Score -665100.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -665417.375000 Penalty: 4268.998047
	Iteration 5F: 3 clusters Score -665417.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -665724.000000 Penalty: 4268.998047
	Iteration 6F: 3 clusters Score -665724 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -665953.125000 Penalty: 4268.998047
	Iteration 7F: 3 clusters Score -665953.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -666099.687500 Penalty: 4268.998047
	Iteration 8Q: 3 clusters Score -666099.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -666206.000000 Penalty: 4268.998047
	Iteration 9Q: 3 clusters Score -666206 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -666282.562500 Penalty: 4268.998047
	Iteration 10Q: 3 clusters Score -666282.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -666339.875000 Penalty: 4268.998047
	Iteration 11Q: 3 clusters Score -666339.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -666401.250000 Penalty: 4268.998047
	Iteration 12Q: 3 clusters Score -666401.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -666486.875000 Penalty: 4268.998047
	Iteration 13Q: 3 clusters Score -666486.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -666554.750000 Penalty: 4268.998047
	Iteration 14Q: 3 clusters Score -666554.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -666604.875000 Penalty: 4268.998047
	Iteration 15Q: 3 clusters Score -666604.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -666636.937500 Penalty: 4268.998047
	Iteration 16Q: 3 clusters Score -666636.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -666662.437500 Penalty: 4268.998047
	Iteration 17Q: 3 clusters Score -666662.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -666697.625000 Penalty: 4268.998047
	Iteration 18Q: 3 clusters Score -666697.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -666729.812500 Penalty: 4268.998047
	Iteration 19Q: 3 clusters Score -666729.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -666768.500000 Penalty: 4268.998047
	Iteration 20F: 3 clusters Score -666768.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -666802.062500 Penalty: 4268.998047
	Iteration 21Q: 3 clusters Score -666802.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -666844.000000 Penalty: 4268.998047
	Iteration 22Q: 3 clusters Score -666844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -666869.062500 Penalty: 4268.998047
	Iteration 23Q: 3 clusters Score -666869.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -666892.875000 Penalty: 4268.998047
	Iteration 24Q: 3 clusters Score -666892.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -666909.562500 Penalty: 4268.998047
	Iteration 25Q: 3 clusters Score -666909.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -666924.125000 Penalty: 4268.998047
	Iteration 26Q: 3 clusters Score -666924.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -666935.625000 Penalty: 4268.998047
	Iteration 27Q: 3 clusters Score -666935.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -666952.375000 Penalty: 4268.998047
	Iteration 28Q: 3 clusters Score -666952.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -666961.812500 Penalty: 4268.998047
	Iteration 29Q: 3 clusters Score -666961.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -666970.687500 Penalty: 4268.998047
	Iteration 30Q: 3 clusters Score -666970.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -666973.750000 Penalty: 4268.998047
	Iteration 31Q: 3 clusters Score -666973.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -666981.562500 Penalty: 4268.998047
	Iteration 32Q: 3 clusters Score -666981.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -666988.625000 Penalty: 4268.998047
	Iteration 33Q: 3 clusters Score -666988.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -666994.437500 Penalty: 4268.998047
	Iteration 34Q: 3 clusters Score -666994.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -666997.812500 Penalty: 4268.998047
	Iteration 35Q: 3 clusters Score -666997.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -667000.000000 Penalty: 4268.998047
	Iteration 36Q: 3 clusters Score -667000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -667004.625000 Penalty: 4268.998047
	Iteration 37Q: 3 clusters Score -667004.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -667005.250000 Penalty: 4268.998047
	Iteration 38Q: 3 clusters Score -667005.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -667007.562500 Penalty: 4268.998047
	Iteration 39Q: 3 clusters Score -667007.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -667010.562500 Penalty: 4268.998047
	Iteration 40F: 3 clusters Score -667010.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -667011.562500 Penalty: 4268.998047
	Iteration 41Q: 3 clusters Score -667011.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -667013.375000 Penalty: 4268.998047
	Iteration 42Q: 3 clusters Score -667013.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -667014.500000 Penalty: 4268.998047
	Iteration 43Q: 3 clusters Score -667014.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -667014.000000 Penalty: 4268.998047
	Iteration 44Q: 3 clusters Score -667014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -667016.125000 Penalty: 4268.998047
	Iteration 45Q: 3 clusters Score -667016.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -667017.875000 Penalty: 4268.998047
	Iteration 46Q: 3 clusters Score -667017.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -667020.375000 Penalty: 4268.998047
	Iteration 47Q: 3 clusters Score -667020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -667020.750000 Penalty: 4268.998047
	Iteration 48Q: 3 clusters Score -667020.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -667020.750000 Penalty: 4268.998047
	Iteration 49F: 3 clusters Score -667020.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (125868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125868 members 
Entering Unmasked Estep 
Score: -16586110.000000 Penalty: 2912.261230
	Iteration 0F: 2 clusters Score -1.658611e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -16501757.000000 Penalty: 5824.522461
	Iteration 0F: 3 clusters Score -1.650176e+07 nChanged 59851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66035 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -16536309.000000 Penalty: 5824.522461
	Iteration 1F: 3 clusters Score -1.653631e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -16537359.000000 Penalty: 5824.522461
	Iteration 2Q: 3 clusters Score -1.653736e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -16538749.000000 Penalty: 5824.522461
	Iteration 3Q: 3 clusters Score -1.653875e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75444 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -16540838.000000 Penalty: 5824.522461
	Iteration 4Q: 3 clusters Score -1.654084e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81825 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -16544672.000000 Penalty: 5824.522461
	Iteration 5F: 3 clusters Score -1.654467e+07 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -16550607.000000 Penalty: 5824.522461
	Iteration 6F: 3 clusters Score -1.655061e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100709 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -16559459.000000 Penalty: 5824.522461
	Iteration 7F: 3 clusters Score -1.655946e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110915 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -16569207.000000 Penalty: 5824.522461
	Iteration 8F: 3 clusters Score -1.656921e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118626 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -16576827.000000 Penalty: 5824.522461
	Iteration 9F: 3 clusters Score -1.657683e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122887 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -16580977.000000 Penalty: 5824.522461
	Iteration 10Q: 3 clusters Score -1.658098e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124691 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -16582502.000000 Penalty: 5824.522461
	Iteration 11Q: 3 clusters Score -1.65825e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125305 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -16583099.000000 Penalty: 5824.522461
	Iteration 12Q: 3 clusters Score -1.65831e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125497 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -16583317.000000 Penalty: 5824.522461
	Iteration 13Q: 3 clusters Score -1.658332e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125563 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -16583403.000000 Penalty: 5824.522461
	Iteration 14Q: 3 clusters Score -1.65834e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125595 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -16583444.000000 Penalty: 5824.522461
	Iteration 15Q: 3 clusters Score -1.658344e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125609 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -16583461.000000 Penalty: 5824.522461
	Iteration 16Q: 3 clusters Score -1.658346e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125622 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -16583491.000000 Penalty: 5824.522461
	Iteration 17Q: 3 clusters Score -1.658349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125626 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16583504.000000 Penalty: 5824.522461
	Iteration 18Q: 3 clusters Score -1.65835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125634 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16583542.000000 Penalty: 5824.522461
	Iteration 19Q: 3 clusters Score -1.658354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125639 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16583551.000000 Penalty: 5824.522461
	Iteration 20F: 3 clusters Score -1.658355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125642 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -16583555.000000 Penalty: 5824.522461
	Iteration 21Q: 3 clusters Score -1.658356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125644 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -16583563.000000 Penalty: 5824.522461
	Iteration 22Q: 3 clusters Score -1.658356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125645 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -16583563.000000 Penalty: 5824.522461
	Iteration 23Q: 3 clusters Score -1.658356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125646 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16583565.000000 Penalty: 5824.522461
	Iteration 24Q: 3 clusters Score -1.658356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125650 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16583567.000000 Penalty: 5824.522461
	Iteration 25Q: 3 clusters Score -1.658357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125651 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16583582.000000 Penalty: 5824.522461
	Iteration 26Q: 3 clusters Score -1.658358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125651 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -16583584.000000 Penalty: 5824.522461
	Iteration 27Q: 3 clusters Score -1.658358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125655 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16583602.000000 Penalty: 5824.522461
	Iteration 28Q: 3 clusters Score -1.65836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125654 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16583602.000000 Penalty: 5824.522461
	Iteration 29Q: 3 clusters Score -1.65836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125656 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -16583585.000000 Penalty: 5824.522461
	Iteration 30Q: 3 clusters Score -1.658358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125655 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16583590.000000 Penalty: 5824.522461
	Iteration 31Q: 3 clusters Score -1.658359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125654 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16583604.000000 Penalty: 5824.522461
	Iteration 32Q: 3 clusters Score -1.65836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125654 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16583604.000000 Penalty: 5824.522461
	Iteration 33F: 3 clusters Score -1.65836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Entering Unmasked Estep 
Score: -181521.359375 Penalty: 1821.490234
	Iteration 0F: 2 clusters Score -181521.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -179205.656250 Penalty: 3642.980469
	Iteration 0F: 3 clusters Score -179205.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -179767.234375 Penalty: 3642.980469
	Iteration 1F: 3 clusters Score -179767.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -180138.781250 Penalty: 3642.980469
	Iteration 2F: 3 clusters Score -180138.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -180671.718750 Penalty: 3642.980469
	Iteration 3F: 3 clusters Score -180671.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -181277.312500 Penalty: 3642.980469
	Iteration 4F: 3 clusters Score -181277.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -181607.250000 Penalty: 3642.980469
	Iteration 5F: 3 clusters Score -181607.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -181764.921875 Penalty: 3642.980469
	Iteration 6Q: 3 clusters Score -181764.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -181893.562500 Penalty: 3642.980469
	Iteration 7Q: 3 clusters Score -181893.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -181963.750000 Penalty: 3642.980469
	Iteration 8Q: 3 clusters Score -181963.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -181995.734375 Penalty: 3642.980469
	Iteration 9Q: 3 clusters Score -181995.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -182039.875000 Penalty: 3642.980469
	Iteration 10Q: 3 clusters Score -182039.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -182067.671875 Penalty: 3642.980469
	Iteration 11Q: 3 clusters Score -182067.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -182098.031250 Penalty: 3642.980469
	Iteration 12Q: 3 clusters Score -182098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -182139.203125 Penalty: 3642.980469
	Iteration 13Q: 3 clusters Score -182139.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -182176.187500 Penalty: 3642.980469
	Iteration 14Q: 3 clusters Score -182176.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -182239.625000 Penalty: 3642.980469
	Iteration 15Q: 3 clusters Score -182239.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -182305.843750 Penalty: 3642.980469
	Iteration 16Q: 3 clusters Score -182305.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -182351.515625 Penalty: 3642.980469
	Iteration 17Q: 3 clusters Score -182351.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -182396.046875 Penalty: 3642.980469
	Iteration 18Q: 3 clusters Score -182396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -182439.359375 Penalty: 3642.980469
	Iteration 19Q: 3 clusters Score -182439.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -182517.515625 Penalty: 3642.980469
	Iteration 20F: 3 clusters Score -182517.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -182769.703125 Penalty: 3642.980469
	Iteration 21Q: 3 clusters Score -182769.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -183516.953125 Penalty: 3642.980469
	Iteration 22Q: 3 clusters Score -183517 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -183708.609375 Penalty: 3642.980469
	Iteration 23Q: 3 clusters Score -183708.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -183749.812500 Penalty: 3642.980469
	Iteration 24Q: 3 clusters Score -183749.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -183781.250000 Penalty: 3642.980469
	Iteration 25Q: 3 clusters Score -183781.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -183791.390625 Penalty: 3642.980469
	Iteration 26Q: 3 clusters Score -183791.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -183810.046875 Penalty: 3642.980469
	Iteration 27Q: 3 clusters Score -183810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -183813.390625 Penalty: 3642.980469
	Iteration 28Q: 3 clusters Score -183813.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -183815.890625 Penalty: 3642.980469
	Iteration 29F: 3 clusters Score -183815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -183825.140625 Penalty: 3642.980469
	Iteration 30Q: 3 clusters Score -183825.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -183846.328125 Penalty: 3642.980469
	Iteration 31Q: 3 clusters Score -183846.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -183907.468750 Penalty: 3642.980469
	Iteration 32Q: 3 clusters Score -183907.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -184003.593750 Penalty: 3642.980469
	Iteration 33Q: 3 clusters Score -184003.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -184155.250000 Penalty: 3642.980469
	Iteration 34Q: 3 clusters Score -184155.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -184215.062500 Penalty: 3642.980469
	Iteration 35Q: 3 clusters Score -184215.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -184229.109375 Penalty: 3642.980469
	Iteration 36Q: 3 clusters Score -184229.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -184232.812500 Penalty: 3642.980469
	Iteration 37Q: 3 clusters Score -184232.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -184245.531250 Penalty: 3642.980469
	Iteration 38Q: 3 clusters Score -184245.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -184269.437500 Penalty: 3642.980469
	Iteration 39Q: 3 clusters Score -184269.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -184302.953125 Penalty: 3642.980469
	Iteration 40F: 3 clusters Score -184303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -184331.390625 Penalty: 3642.980469
	Iteration 41Q: 3 clusters Score -184331.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -184356.578125 Penalty: 3642.980469
	Iteration 42Q: 3 clusters Score -184356.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -184391.343750 Penalty: 3642.980469
	Iteration 43Q: 3 clusters Score -184391.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -184505.203125 Penalty: 3642.980469
	Iteration 44Q: 3 clusters Score -184505.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -184837.828125 Penalty: 3642.980469
	Iteration 45Q: 3 clusters Score -184837.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -184920.468750 Penalty: 3642.980469
	Iteration 46Q: 3 clusters Score -184920.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -184920.468750 Penalty: 3642.980469
	Iteration 47F: 3 clusters Score -184920.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18381 members 
Mstep: Class 7 contains 31900 members 
Mstep: Class 8 contains 26385 members 
Mstep: Class 9 contains 37278 members 
Mstep: Class 10 contains 21481 members 
Mstep: Class 11 contains 10705 members 
Mstep: Class 12 contains 26844 members 
Mstep: Class 13 contains 5469 members 
Mstep: Class 14 contains 125868 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 517 members 
Mstep: Class 17 contains 47073 members 
Mstep: Class 18 contains 16347 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 21676 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 106957 members 
Mstep: Class 25 contains 11531 members 
Mstep: Class 26 contains 7698 members 
Mstep: Class 27 contains 14570 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1658 members 
Mstep: Class 30 contains 2819 members 
Mstep: Class 31 contains 858 members 
Entering Unmasked Estep 
Score: -73851120.000000 Penalty: 102018.117188
Splitting cluster 15 changes total score from -73848416.000000 to -73851120.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -53473.910156 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -53473.91 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 259 members 
Entering Unmasked Estep 
Score: -52035.484375 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -52035.48 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -52406.015625 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -52406.02 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52951.003906 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -52951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -53162.554688 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -53162.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53280.636719 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -53280.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53364.953125 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -53364.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -53462.566406 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -53462.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -53521.195312 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -53521.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53562.562500 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -53562.56 nChanged 5
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: -53582.652344 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -53582.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53586.144531 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -53586.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -53586.144531 Penalty: 3099.029297
	Iteration 11F: 3 clusters Score -53586.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18381 members 
Mstep: Class 7 contains 31900 members 
Mstep: Class 8 contains 26385 members 
Mstep: Class 9 contains 37278 members 
Mstep: Class 10 contains 21481 members 
Mstep: Class 11 contains 10705 members 
Mstep: Class 12 contains 26844 members 
Mstep: Class 13 contains 5469 members 
Mstep: Class 14 contains 125868 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 17 contains 47073 members 
Mstep: Class 18 contains 16347 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 21676 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 106957 members 
Mstep: Class 25 contains 11531 members 
Mstep: Class 26 contains 7698 members 
Mstep: Class 27 contains 14570 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1658 members 
Mstep: Class 30 contains 2819 members 
Mstep: Class 31 contains 858 members 
Mstep: Class 32 contains 303 members 
Entering Unmasked Estep 
Score: -73849384.000000 Penalty: 105309.023438
Splitting cluster 16 changes total score from -73848416.000000 to -73849384.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (47073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Entering Unmasked Estep 
Score: -6165874.500000 Penalty: 2668.344727
	Iteration 0F: 2 clusters Score -6165874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -6134315.500000 Penalty: 5336.689453
	Iteration 0F: 3 clusters Score -6134316 nChanged 21610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -6146446.500000 Penalty: 5336.689453
	Iteration 1F: 3 clusters Score -6146446 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -6147167.500000 Penalty: 5336.689453
	Iteration 2Q: 3 clusters Score -6147168 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -6148119.500000 Penalty: 5336.689453
	Iteration 3Q: 3 clusters Score -6148120 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -6149380.500000 Penalty: 5336.689453
	Iteration 4F: 3 clusters Score -6149380 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -6151133.000000 Penalty: 5336.689453
	Iteration 5F: 3 clusters Score -6151133 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -6153154.500000 Penalty: 5336.689453
	Iteration 6F: 3 clusters Score -6153154 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -6155103.000000 Penalty: 5336.689453
	Iteration 7F: 3 clusters Score -6155103 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -6156618.000000 Penalty: 5336.689453
	Iteration 8F: 3 clusters Score -6156618 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -6157753.500000 Penalty: 5336.689453
	Iteration 9Q: 3 clusters Score -6157754 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -6158672.000000 Penalty: 5336.689453
	Iteration 10Q: 3 clusters Score -6158672 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -6159515.500000 Penalty: 5336.689453
	Iteration 11Q: 3 clusters Score -6159516 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -6160248.500000 Penalty: 5336.689453
	Iteration 12Q: 3 clusters Score -6160248 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -6160973.500000 Penalty: 5336.689453
	Iteration 13Q: 3 clusters Score -6160974 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -6161526.500000 Penalty: 5336.689453
	Iteration 14Q: 3 clusters Score -6161526 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -6161988.500000 Penalty: 5336.689453
	Iteration 15Q: 3 clusters Score -6161988 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -6162369.500000 Penalty: 5336.689453
	Iteration 16Q: 3 clusters Score -6162370 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -6162626.500000 Penalty: 5336.689453
	Iteration 17Q: 3 clusters Score -6162626 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -6162873.500000 Penalty: 5336.689453
	Iteration 18Q: 3 clusters Score -6162874 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -6163083.500000 Penalty: 5336.689453
	Iteration 19Q: 3 clusters Score -6163084 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -6163276.500000 Penalty: 5336.689453
	Iteration 20F: 3 clusters Score -6163276 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -6163410.500000 Penalty: 5336.689453
	Iteration 21Q: 3 clusters Score -6163410 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -6163491.500000 Penalty: 5336.689453
	Iteration 22Q: 3 clusters Score -6163492 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -6163594.000000 Penalty: 5336.689453
	Iteration 23Q: 3 clusters Score -6163594 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -6163642.000000 Penalty: 5336.689453
	Iteration 24Q: 3 clusters Score -6163642 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -6163673.500000 Penalty: 5336.689453
	Iteration 25Q: 3 clusters Score -6163674 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -6163710.000000 Penalty: 5336.689453
	Iteration 26Q: 3 clusters Score -6163710 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -6163717.500000 Penalty: 5336.689453
	Iteration 27Q: 3 clusters Score -6163718 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -6163728.500000 Penalty: 5336.689453
	Iteration 28Q: 3 clusters Score -6163728 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -6163755.500000 Penalty: 5336.689453
	Iteration 29Q: 3 clusters Score -6163756 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -6163788.500000 Penalty: 5336.689453
	Iteration 30Q: 3 clusters Score -6163788 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -6163810.000000 Penalty: 5336.689453
	Iteration 31Q: 3 clusters Score -6163810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -6163812.000000 Penalty: 5336.689453
	Iteration 32Q: 3 clusters Score -6163812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -6163827.500000 Penalty: 5336.689453
	Iteration 33Q: 3 clusters Score -6163828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -6163832.000000 Penalty: 5336.689453
	Iteration 34Q: 3 clusters Score -6163832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -6163835.500000 Penalty: 5336.689453
	Iteration 35Q: 3 clusters Score -6163836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -6163839.000000 Penalty: 5336.689453
	Iteration 36Q: 3 clusters Score -6163839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -6163834.000000 Penalty: 5336.689453
	Iteration 37Q: 3 clusters Score -6163834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -6163836.500000 Penalty: 5336.689453
	Iteration 38Q: 3 clusters Score -6163836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -6163836.500000 Penalty: 5336.689453
	Iteration 39Q: 3 clusters Score -6163836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -6163839.500000 Penalty: 5336.689453
	Iteration 40F: 3 clusters Score -6163840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -6163841.500000 Penalty: 5336.689453
	Iteration 41Q: 3 clusters Score -6163842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -6163849.500000 Penalty: 5336.689453
	Iteration 42Q: 3 clusters Score -6163850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -6163860.000000 Penalty: 5336.689453
	Iteration 43Q: 3 clusters Score -6163860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -6163865.500000 Penalty: 5336.689453
	Iteration 44Q: 3 clusters Score -6163866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -6163869.500000 Penalty: 5336.689453
	Iteration 45Q: 3 clusters Score -6163870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -6163870.500000 Penalty: 5336.689453
	Iteration 46Q: 3 clusters Score -6163870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -6163887.500000 Penalty: 5336.689453
	Iteration 47Q: 3 clusters Score -6163888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -6163888.500000 Penalty: 5336.689453
	Iteration 48Q: 3 clusters Score -6163888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -6163883.000000 Penalty: 5336.689453
	Iteration 49Q: 3 clusters Score -6163883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -6163884.500000 Penalty: 5336.689453
	Iteration 50Q: 3 clusters Score -6163884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -6163883.000000 Penalty: 5336.689453
	Iteration 51Q: 3 clusters Score -6163883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -6163885.000000 Penalty: 5336.689453
	Iteration 52Q: 3 clusters Score -6163885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -6163886.500000 Penalty: 5336.689453
	Iteration 53Q: 3 clusters Score -6163886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -6163887.500000 Penalty: 5336.689453
	Iteration 54Q: 3 clusters Score -6163888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -6163890.000000 Penalty: 5336.689453
	Iteration 55Q: 3 clusters Score -6163890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -6163889.000000 Penalty: 5336.689453
	Iteration 56Q: 3 clusters Score -6163889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -6163889.000000 Penalty: 5336.689453
	Iteration 57F: 3 clusters Score -6163889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Entering Unmasked Estep 
Score: -2135319.000000 Penalty: 2406.046143
	Iteration 0F: 2 clusters Score -2135319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2123498.000000 Penalty: 4812.092285
	Iteration 0F: 3 clusters Score -2123498 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2127290.500000 Penalty: 4812.092285
	Iteration 1F: 3 clusters Score -2127290 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2127664.750000 Penalty: 4812.092285
	Iteration 2F: 3 clusters Score -2127665 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2128002.500000 Penalty: 4812.092285
	Iteration 3Q: 3 clusters Score -2128002 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2128291.500000 Penalty: 4812.092285
	Iteration 4Q: 3 clusters Score -2128292 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2128562.000000 Penalty: 4812.092285
	Iteration 5Q: 3 clusters Score -2128562 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2128815.500000 Penalty: 4812.092285
	Iteration 6Q: 3 clusters Score -2128816 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2129078.750000 Penalty: 4812.092285
	Iteration 7Q: 3 clusters Score -2129079 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2129359.250000 Penalty: 4812.092285
	Iteration 8Q: 3 clusters Score -2129359 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2129634.750000 Penalty: 4812.092285
	Iteration 9Q: 3 clusters Score -2129635 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2129915.250000 Penalty: 4812.092285
	Iteration 10Q: 3 clusters Score -2129915 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2130179.500000 Penalty: 4812.092285
	Iteration 11Q: 3 clusters Score -2130180 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2130423.000000 Penalty: 4812.092285
	Iteration 12Q: 3 clusters Score -2130423 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2130649.250000 Penalty: 4812.092285
	Iteration 13Q: 3 clusters Score -2130649 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2130849.750000 Penalty: 4812.092285
	Iteration 14Q: 3 clusters Score -2130850 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2131025.750000 Penalty: 4812.092285
	Iteration 15Q: 3 clusters Score -2131026 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2131174.000000 Penalty: 4812.092285
	Iteration 16Q: 3 clusters Score -2131174 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2131319.250000 Penalty: 4812.092285
	Iteration 17Q: 3 clusters Score -2131319 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2131456.500000 Penalty: 4812.092285
	Iteration 18Q: 3 clusters Score -2131456 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2131573.500000 Penalty: 4812.092285
	Iteration 19Q: 3 clusters Score -2131574 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2131679.750000 Penalty: 4812.092285
	Iteration 20F: 3 clusters Score -2131680 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2131755.000000 Penalty: 4812.092285
	Iteration 21Q: 3 clusters Score -2131755 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2131831.500000 Penalty: 4812.092285
	Iteration 22Q: 3 clusters Score -2131832 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2131876.750000 Penalty: 4812.092285
	Iteration 23Q: 3 clusters Score -2131877 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2131919.000000 Penalty: 4812.092285
	Iteration 24Q: 3 clusters Score -2131919 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2131961.000000 Penalty: 4812.092285
	Iteration 25Q: 3 clusters Score -2131961 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2131972.500000 Penalty: 4812.092285
	Iteration 26Q: 3 clusters Score -2131972 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2131994.000000 Penalty: 4812.092285
	Iteration 27Q: 3 clusters Score -2131994 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2132012.500000 Penalty: 4812.092285
	Iteration 28Q: 3 clusters Score -2132012 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2132030.250000 Penalty: 4812.092285
	Iteration 29Q: 3 clusters Score -2132030 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2132052.000000 Penalty: 4812.092285
	Iteration 30Q: 3 clusters Score -2132052 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2132067.250000 Penalty: 4812.092285
	Iteration 31Q: 3 clusters Score -2132067 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2132077.500000 Penalty: 4812.092285
	Iteration 32Q: 3 clusters Score -2132078 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2132089.000000 Penalty: 4812.092285
	Iteration 33Q: 3 clusters Score -2132089 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2132094.500000 Penalty: 4812.092285
	Iteration 34Q: 3 clusters Score -2132094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2132103.750000 Penalty: 4812.092285
	Iteration 35Q: 3 clusters Score -2132104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2132113.000000 Penalty: 4812.092285
	Iteration 36Q: 3 clusters Score -2132113 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2132125.500000 Penalty: 4812.092285
	Iteration 37Q: 3 clusters Score -2132126 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2132129.750000 Penalty: 4812.092285
	Iteration 38Q: 3 clusters Score -2132130 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2132150.500000 Penalty: 4812.092285
	Iteration 39Q: 3 clusters Score -2132150 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2132161.750000 Penalty: 4812.092285
	Iteration 40F: 3 clusters Score -2132162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2132182.250000 Penalty: 4812.092285
	Iteration 41Q: 3 clusters Score -2132182 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2132188.750000 Penalty: 4812.092285
	Iteration 42Q: 3 clusters Score -2132189 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2132205.250000 Penalty: 4812.092285
	Iteration 43Q: 3 clusters Score -2132205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2132203.750000 Penalty: 4812.092285
	Iteration 44Q: 3 clusters Score -2132204 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2132220.250000 Penalty: 4812.092285
	Iteration 45Q: 3 clusters Score -2132220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2132221.000000 Penalty: 4812.092285
	Iteration 46Q: 3 clusters Score -2132221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2132234.500000 Penalty: 4812.092285
	Iteration 47Q: 3 clusters Score -2132234 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2132234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2132248.500000 Penalty: 4812.092285
	Iteration 49Q: 3 clusters Score -2132248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2132247.000000 Penalty: 4812.092285
	Iteration 50Q: 3 clusters Score -2132247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2132255.000000 Penalty: 4812.092285
	Iteration 51Q: 3 clusters Score -2132255 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2132257.750000 Penalty: 4812.092285
	Iteration 52Q: 3 clusters Score -2132258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2132261.250000 Penalty: 4812.092285
	Iteration 53Q: 3 clusters Score -2132261 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2132272.500000 Penalty: 4812.092285
	Iteration 54Q: 3 clusters Score -2132272 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2132283.500000 Penalty: 4812.092285
	Iteration 55Q: 3 clusters Score -2132284 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2132282.750000 Penalty: 4812.092285
	Iteration 56Q: 3 clusters Score -2132283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2132281.250000 Penalty: 4812.092285
	Iteration 57Q: 3 clusters Score -2132281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2132284.500000 Penalty: 4812.092285
	Iteration 58Q: 3 clusters Score -2132284 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2132292.250000 Penalty: 4812.092285
	Iteration 59Q: 3 clusters Score -2132292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2132299.000000 Penalty: 4812.092285
	Iteration 60F: 3 clusters Score -2132299 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2132303.500000 Penalty: 4812.092285
	Iteration 61Q: 3 clusters Score -2132304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2132302.250000 Penalty: 4812.092285
	Iteration 62Q: 3 clusters Score -2132302 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2132308 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2132309 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2132307 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2132313.500000 Penalty: 4812.092285
	Iteration 66Q: 3 clusters Score -2132314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2132310 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2132317 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2132321 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2132329.750000 Penalty: 4812.092285
	Iteration 70Q: 3 clusters Score -2132330 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2132336.500000 Penalty: 4812.092285
	Iteration 71Q: 3 clusters Score -2132336 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2132338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2132339.750000 Penalty: 4812.092285
	Iteration 73Q: 3 clusters Score -2132340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2132342.000000 Penalty: 4812.092285
	Iteration 74Q: 3 clusters Score -2132342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2132348.750000 Penalty: 4812.092285
	Iteration 75Q: 3 clusters Score -2132349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2132357.750000 Penalty: 4812.092285
	Iteration 76Q: 3 clusters Score -2132358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2132360.750000 Penalty: 4812.092285
	Iteration 77Q: 3 clusters Score -2132361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2132365.750000 Penalty: 4812.092285
	Iteration 78Q: 3 clusters Score -2132366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2132370.750000 Penalty: 4812.092285
	Iteration 79Q: 3 clusters Score -2132371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2132374.250000 Penalty: 4812.092285
	Iteration 80F: 3 clusters Score -2132374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2132374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2132376.000000 Penalty: 4812.092285
	Iteration 82Q: 3 clusters Score -2132376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2132378.000000 Penalty: 4812.092285
	Iteration 83Q: 3 clusters Score -2132378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -2132385.000000 Penalty: 4812.092285
	Iteration 84Q: 3 clusters Score -2132385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 6800 members 
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Score: -2132379.000000 Penalty: 4812.092285
	Iteration 85Q: 3 clusters Score -2132379 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9535 members 
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Entering Unmasked Estep 
Score: -2132386.500000 Penalty: 4812.092285
	Iteration 86Q: 3 clusters Score -2132386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2132385 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9512 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2132385 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2132387.500000 Penalty: 4812.092285
	Iteration 89Q: 3 clusters Score -2132388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2132389.500000 Penalty: 4812.092285
	Iteration 90Q: 3 clusters Score -2132390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2132396.500000 Penalty: 4812.092285
	Iteration 91Q: 3 clusters Score -2132396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2132397.750000 Penalty: 4812.092285
	Iteration 92Q: 3 clusters Score -2132398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2132395.500000 Penalty: 4812.092285
	Iteration 93Q: 3 clusters Score -2132396 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2132398.500000 Penalty: 4812.092285
	Iteration 94Q: 3 clusters Score -2132398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2132400.500000 Penalty: 4812.092285
	Iteration 95Q: 3 clusters Score -2132400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2132402.750000 Penalty: 4812.092285
	Iteration 96Q: 3 clusters Score -2132403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2132401.500000 Penalty: 4812.092285
	Iteration 97Q: 3 clusters Score -2132402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2132412.250000 Penalty: 4812.092285
	Iteration 98Q: 3 clusters Score -2132412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2132412.000000 Penalty: 4812.092285
	Iteration 99Q: 3 clusters Score -2132412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2132415.000000 Penalty: 4812.092285
	Iteration 100F: 3 clusters Score -2132415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2132420.000000 Penalty: 4812.092285
	Iteration 101Q: 3 clusters Score -2132420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2132417.000000 Penalty: 4812.092285
	Iteration 102Q: 3 clusters Score -2132417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2132418.500000 Penalty: 4812.092285
	Iteration 103Q: 3 clusters Score -2132418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2132418.000000 Penalty: 4812.092285
	Iteration 104Q: 3 clusters Score -2132418 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9301 members 
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Entering Unmasked Estep 
Score: -2132420.250000 Penalty: 4812.092285
	Iteration 105Q: 3 clusters Score -2132420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2132418.750000 Penalty: 4812.092285
	Iteration 106Q: 3 clusters Score -2132419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
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Entering Unmasked Estep 
Score: -2132425.500000 Penalty: 4812.092285
	Iteration 107Q: 3 clusters Score -2132426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2132428.750000 Penalty: 4812.092285
	Iteration 108Q: 3 clusters Score -2132429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2132427.750000 Penalty: 4812.092285
	Iteration 109Q: 3 clusters Score -2132428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2132425.500000 Penalty: 4812.092285
	Iteration 110Q: 3 clusters Score -2132426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2132425.250000 Penalty: 4812.092285
	Iteration 111Q: 3 clusters Score -2132425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2132424.500000 Penalty: 4812.092285
	Iteration 112Q: 3 clusters Score -2132424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2132427.750000 Penalty: 4812.092285
	Iteration 113Q: 3 clusters Score -2132428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2132428.000000 Penalty: 4812.092285
	Iteration 114Q: 3 clusters Score -2132428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2132427.250000 Penalty: 4812.092285
	Iteration 115Q: 3 clusters Score -2132427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2132433.500000 Penalty: 4812.092285
	Iteration 116Q: 3 clusters Score -2132434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2132436.500000 Penalty: 4812.092285
	Iteration 117Q: 3 clusters Score -2132436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2132435.500000 Penalty: 4812.092285
	Iteration 118Q: 3 clusters Score -2132436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2132438.750000 Penalty: 4812.092285
	Iteration 119Q: 3 clusters Score -2132439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2132440.500000 Penalty: 4812.092285
	Iteration 120F: 3 clusters Score -2132440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2132448.000000 Penalty: 4812.092285
	Iteration 121Q: 3 clusters Score -2132448 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2132447.500000 Penalty: 4812.092285
	Iteration 122Q: 3 clusters Score -2132448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2132453.250000 Penalty: 4812.092285
	Iteration 123Q: 3 clusters Score -2132453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2132459.750000 Penalty: 4812.092285
	Iteration 124Q: 3 clusters Score -2132460 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2132462.000000 Penalty: 4812.092285
	Iteration 125Q: 3 clusters Score -2132462 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9044 members 
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Entering Unmasked Estep 
Score: -2132461.000000 Penalty: 4812.092285
	Iteration 126Q: 3 clusters Score -2132461 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9026 members 
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Entering Unmasked Estep 
Score: -2132462.250000 Penalty: 4812.092285
	Iteration 127Q: 3 clusters Score -2132462 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2132468 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2132466 nChanged 25
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Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2132468 nChanged 21
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Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2132469 nChanged 17
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Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2132473 nChanged 20
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Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2132477 nChanged 22
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Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2132477 nChanged 18
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Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2132480 nChanged 21
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Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2132489 nChanged 20
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Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2132489 nChanged 17
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Mstep: Class 1 contains 8842 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2132486 nChanged 15
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Mstep: Class 1 contains 8827 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2132493 nChanged 19
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Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2132489 nChanged 15
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Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2132489 nChanged 28
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Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2132494 nChanged 35
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Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2132500 nChanged 32
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Mstep: Class 1 contains 8710 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8681 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2132512 nChanged 36
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Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2132518 nChanged 43
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Mstep: Class 1 contains 8576 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2132520 nChanged 41
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Mstep: Class 1 contains 8535 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2132530 nChanged 35
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Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8477 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2132531 nChanged 25
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Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2132539 nChanged 27
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Mstep: Class 1 contains 8433 members 
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	Iteration 153Q: 3 clusters Score -2132540 nChanged 19
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Mstep: Class 1 contains 8418 members 
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	Iteration 154Q: 3 clusters Score -2132542 nChanged 23
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	Iteration 155Q: 3 clusters Score -2132548 nChanged 26
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	Iteration 159Q: 3 clusters Score -2132571 nChanged 52
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2132597 nChanged 60
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	Iteration 163Q: 3 clusters Score -2132609 nChanged 57
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Mstep: Class 1 contains 7974 members 
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	Iteration 165Q: 3 clusters Score -2132625 nChanged 63
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Mstep: Class 1 contains 7858 members 
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	Iteration 166Q: 3 clusters Score -2132638 nChanged 55
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Mstep: Class 1 contains 7805 members 
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	Iteration 167Q: 3 clusters Score -2132641 nChanged 64
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Mstep: Class 1 contains 7741 members 
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	Iteration 168Q: 3 clusters Score -2132649 nChanged 56
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Mstep: Class 1 contains 7685 members 
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	Iteration 169Q: 3 clusters Score -2132662 nChanged 64
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Mstep: Class 1 contains 7621 members 
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	Iteration 170Q: 3 clusters Score -2132674 nChanged 64
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Mstep: Class 1 contains 7559 members 
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	Iteration 171Q: 3 clusters Score -2132694 nChanged 60
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Mstep: Class 1 contains 7501 members 
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	Iteration 172Q: 3 clusters Score -2132704 nChanged 63
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	Iteration 173Q: 3 clusters Score -2132705 nChanged 54
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Mstep: Class 1 contains 7386 members 
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	Iteration 174Q: 3 clusters Score -2132718 nChanged 59
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Mstep: Class 1 contains 7327 members 
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	Iteration 175Q: 3 clusters Score -2132724 nChanged 64
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Mstep: Class 1 contains 7265 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2132736 nChanged 56
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Mstep: Class 1 contains 7213 members 
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	Iteration 177Q: 3 clusters Score -2132745 nChanged 54
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Mstep: Class 1 contains 7161 members 
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	Iteration 178Q: 3 clusters Score -2132752 nChanged 64
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Mstep: Class 1 contains 7097 members 
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	Iteration 179Q: 3 clusters Score -2132765 nChanged 58
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Mstep: Class 1 contains 7041 members 
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	Iteration 180F: 3 clusters Score -2132776 nChanged 56
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Mstep: Class 1 contains 6985 members 
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	Iteration 181Q: 3 clusters Score -2132784 nChanged 49
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Mstep: Class 1 contains 6936 members 
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	Iteration 182Q: 3 clusters Score -2132791 nChanged 46
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Mstep: Class 1 contains 6890 members 
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	Iteration 183Q: 3 clusters Score -2132797 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6853 members 
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	Iteration 184Q: 3 clusters Score -2132808 nChanged 33
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Mstep: Class 1 contains 6820 members 
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	Iteration 185Q: 3 clusters Score -2132813 nChanged 37
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Mstep: Class 1 contains 6787 members 
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	Iteration 186Q: 3 clusters Score -2132808 nChanged 44
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Mstep: Class 1 contains 6745 members 
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	Iteration 187Q: 3 clusters Score -2132821 nChanged 33
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Mstep: Class 1 contains 6712 members 
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	Iteration 188Q: 3 clusters Score -2132822 nChanged 34
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Mstep: Class 1 contains 6678 members 
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	Iteration 189Q: 3 clusters Score -2132832 nChanged 37
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Mstep: Class 1 contains 6641 members 
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	Iteration 190Q: 3 clusters Score -2132840 nChanged 45
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Mstep: Class 1 contains 6598 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2132849 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6542 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2132854 nChanged 57
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Mstep: Class 1 contains 6485 members 
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	Iteration 193Q: 3 clusters Score -2132868 nChanged 56
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Mstep: Class 1 contains 6429 members 
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	Iteration 194Q: 3 clusters Score -2132874 nChanged 58
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Mstep: Class 1 contains 6377 members 
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	Iteration 195Q: 3 clusters Score -2132884 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6336 members 
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	Iteration 196Q: 3 clusters Score -2132889 nChanged 49
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	Iteration 197Q: 3 clusters Score -2132899 nChanged 42
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Mstep: Class 1 contains 6251 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2132909 nChanged 48
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	Iteration 199Q: 3 clusters Score -2132909 nChanged 52
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Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2132921.750000 Penalty: 4812.092285
	Iteration 200F: 3 clusters Score -2132922 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2132933.000000 Penalty: 4812.092285
	Iteration 201Q: 3 clusters Score -2132933 nChanged 40
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Mstep: Class 1 contains 6067 members 
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	Iteration 202Q: 3 clusters Score -2132938 nChanged 36
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Mstep: Class 1 contains 6033 members 
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	Iteration 203Q: 3 clusters Score -2132940 nChanged 52
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Mstep: Class 1 contains 5983 members 
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Score: -2132956.250000 Penalty: 4812.092285
	Iteration 204Q: 3 clusters Score -2132956 nChanged 38
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Mstep: Class 1 contains 5945 members 
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Entering Unmasked Estep 
Score: -2132959.250000 Penalty: 4812.092285
	Iteration 205Q: 3 clusters Score -2132959 nChanged 31
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Mstep: Class 1 contains 5914 members 
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	Iteration 206Q: 3 clusters Score -2132960 nChanged 38
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Mstep: Class 1 contains 5876 members 
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Entering Unmasked Estep 
Score: -2132961.750000 Penalty: 4812.092285
	Iteration 207Q: 3 clusters Score -2132962 nChanged 30
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Mstep: Class 1 contains 5846 members 
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	Iteration 208Q: 3 clusters Score -2132973 nChanged 34
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Mstep: Class 1 contains 5812 members 
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Score: -2132979.250000 Penalty: 4812.092285
	Iteration 209Q: 3 clusters Score -2132979 nChanged 37
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Mstep: Class 1 contains 5777 members 
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	Iteration 210Q: 3 clusters Score -2132982 nChanged 38
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Mstep: Class 1 contains 5739 members 
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Entering Unmasked Estep 
Score: -2132991.750000 Penalty: 4812.092285
	Iteration 211Q: 3 clusters Score -2132992 nChanged 40
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Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2132992 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2133000 nChanged 29
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Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2133003.500000 Penalty: 4812.092285
	Iteration 214Q: 3 clusters Score -2133004 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5611 members 
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Entering Unmasked Estep 
Score: -2133002.000000 Penalty: 4812.092285
	Iteration 215Q: 3 clusters Score -2133002 nChanged 27
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Mstep: Class 1 contains 5586 members 
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Entering Unmasked Estep 
Score: -2133005.750000 Penalty: 4812.092285
	Iteration 216Q: 3 clusters Score -2133006 nChanged 19
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Mstep: Class 1 contains 5567 members 
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Entering Unmasked Estep 
Score: -2133008.500000 Penalty: 4812.092285
	Iteration 217Q: 3 clusters Score -2133008 nChanged 17
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Mstep: Class 1 contains 5550 members 
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Entering Unmasked Estep 
Score: -2133015.250000 Penalty: 4812.092285
	Iteration 218Q: 3 clusters Score -2133015 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5526 members 
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Entering Unmasked Estep 
Score: -2133012.250000 Penalty: 4812.092285
	Iteration 219Q: 3 clusters Score -2133012 nChanged 21
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Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2133018.750000 Penalty: 4812.092285
	Iteration 220F: 3 clusters Score -2133019 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2133025.000000 Penalty: 4812.092285
	Iteration 221Q: 3 clusters Score -2133025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2133022.500000 Penalty: 4812.092285
	Iteration 222Q: 3 clusters Score -2133022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2133022.500000 Penalty: 4812.092285
	Iteration 223Q: 3 clusters Score -2133022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2133021.750000 Penalty: 4812.092285
	Iteration 224Q: 3 clusters Score -2133022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2133024.750000 Penalty: 4812.092285
	Iteration 225Q: 3 clusters Score -2133025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2133029.250000 Penalty: 4812.092285
	Iteration 226Q: 3 clusters Score -2133029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2133029.000000 Penalty: 4812.092285
	Iteration 227Q: 3 clusters Score -2133029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2133027.750000 Penalty: 4812.092285
	Iteration 228Q: 3 clusters Score -2133028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2133028.000000 Penalty: 4812.092285
	Iteration 229Q: 3 clusters Score -2133028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2133025.750000 Penalty: 4812.092285
	Iteration 230Q: 3 clusters Score -2133026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2133027.750000 Penalty: 4812.092285
	Iteration 231Q: 3 clusters Score -2133028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2133025.500000 Penalty: 4812.092285
	Iteration 232Q: 3 clusters Score -2133026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2133027.750000 Penalty: 4812.092285
	Iteration 233Q: 3 clusters Score -2133028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2133027.750000 Penalty: 4812.092285
	Iteration 234F: 3 clusters Score -2133028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Entering Unmasked Estep 
Score: -996586.375000 Penalty: 2234.615479
	Iteration 0F: 2 clusters Score -996586.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -990074.125000 Penalty: 4469.230957
	Iteration 0F: 3 clusters Score -990074.1 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -992071.875000 Penalty: 4469.230957
	Iteration 1F: 3 clusters Score -992071.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -992643.312500 Penalty: 4469.230957
	Iteration 2F: 3 clusters Score -992643.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -993261.250000 Penalty: 4469.230957
	Iteration 3F: 3 clusters Score -993261.2 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -993866.812500 Penalty: 4469.230957
	Iteration 4F: 3 clusters Score -993866.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -994353.250000 Penalty: 4469.230957
	Iteration 5F: 3 clusters Score -994353.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -994723.875000 Penalty: 4469.230957
	Iteration 6F: 3 clusters Score -994723.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -994944.187500 Penalty: 4469.230957
	Iteration 7Q: 3 clusters Score -994944.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -995091.000000 Penalty: 4469.230957
	Iteration 8Q: 3 clusters Score -995091 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -995178.437500 Penalty: 4469.230957
	Iteration 9Q: 3 clusters Score -995178.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -995239.562500 Penalty: 4469.230957
	Iteration 10Q: 3 clusters Score -995239.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -995284.625000 Penalty: 4469.230957
	Iteration 11Q: 3 clusters Score -995284.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -995325.562500 Penalty: 4469.230957
	Iteration 12Q: 3 clusters Score -995325.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -995352.750000 Penalty: 4469.230957
	Iteration 13Q: 3 clusters Score -995352.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -995378.062500 Penalty: 4469.230957
	Iteration 14Q: 3 clusters Score -995378.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -995398.562500 Penalty: 4469.230957
	Iteration 15Q: 3 clusters Score -995398.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -995422.000000 Penalty: 4469.230957
	Iteration 16Q: 3 clusters Score -995422 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -995444.000000 Penalty: 4469.230957
	Iteration 17Q: 3 clusters Score -995444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -995458.437500 Penalty: 4469.230957
	Iteration 18Q: 3 clusters Score -995458.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -995477.125000 Penalty: 4469.230957
	Iteration 19Q: 3 clusters Score -995477.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -995490.500000 Penalty: 4469.230957
	Iteration 20F: 3 clusters Score -995490.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -995504.000000 Penalty: 4469.230957
	Iteration 21Q: 3 clusters Score -995504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -995519.937500 Penalty: 4469.230957
	Iteration 22Q: 3 clusters Score -995519.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -995530.000000 Penalty: 4469.230957
	Iteration 23Q: 3 clusters Score -995530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -995539.062500 Penalty: 4469.230957
	Iteration 24Q: 3 clusters Score -995539.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -995542.812500 Penalty: 4469.230957
	Iteration 25Q: 3 clusters Score -995542.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -995546.062500 Penalty: 4469.230957
	Iteration 26Q: 3 clusters Score -995546.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -995548.437500 Penalty: 4469.230957
	Iteration 27Q: 3 clusters Score -995548.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -995551.812500 Penalty: 4469.230957
	Iteration 28Q: 3 clusters Score -995551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -995554.812500 Penalty: 4469.230957
	Iteration 29Q: 3 clusters Score -995554.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -995554.937500 Penalty: 4469.230957
	Iteration 30Q: 3 clusters Score -995554.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -995554.375000 Penalty: 4469.230957
	Iteration 31Q: 3 clusters Score -995554.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -995557.562500 Penalty: 4469.230957
	Iteration 32Q: 3 clusters Score -995557.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -995558.000000 Penalty: 4469.230957
	Iteration 33Q: 3 clusters Score -995558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -995559.437500 Penalty: 4469.230957
	Iteration 34Q: 3 clusters Score -995559.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -995558.437500 Penalty: 4469.230957
	Iteration 35Q: 3 clusters Score -995558.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -995560.000000 Penalty: 4469.230957
	Iteration 36Q: 3 clusters Score -995560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -995562.875000 Penalty: 4469.230957
	Iteration 37Q: 3 clusters Score -995562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -995563.187500 Penalty: 4469.230957
	Iteration 38Q: 3 clusters Score -995563.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -995563.062500 Penalty: 4469.230957
	Iteration 39Q: 3 clusters Score -995563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -995563.500000 Penalty: 4469.230957
	Iteration 40F: 3 clusters Score -995563.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -995563.687500 Penalty: 4469.230957
	Iteration 41Q: 3 clusters Score -995563.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -995563.687500 Penalty: 4469.230957
	Iteration 42F: 3 clusters Score -995563.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Entering Unmasked Estep 
Score: -2806085.500000 Penalty: 2476.022461
	Iteration 0F: 2 clusters Score -2806086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2790839.000000 Penalty: 4952.044922
	Iteration 0F: 3 clusters Score -2790839 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2796301.000000 Penalty: 4952.044922
	Iteration 1F: 3 clusters Score -2796301 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2796855.500000 Penalty: 4952.044922
	Iteration 2F: 3 clusters Score -2796856 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2797388.000000 Penalty: 4952.044922
	Iteration 3F: 3 clusters Score -2797388 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2797854.500000 Penalty: 4952.044922
	Iteration 4Q: 3 clusters Score -2797854 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2798334.500000 Penalty: 4952.044922
	Iteration 5Q: 3 clusters Score -2798334 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2798824.250000 Penalty: 4952.044922
	Iteration 6Q: 3 clusters Score -2798824 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2799391.500000 Penalty: 4952.044922
	Iteration 7Q: 3 clusters Score -2799392 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2800131.750000 Penalty: 4952.044922
	Iteration 8F: 3 clusters Score -2800132 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2800888.250000 Penalty: 4952.044922
	Iteration 9F: 3 clusters Score -2800888 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2801688.250000 Penalty: 4952.044922
	Iteration 10F: 3 clusters Score -2801688 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2802480.500000 Penalty: 4952.044922
	Iteration 11Q: 3 clusters Score -2802480 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2803137.250000 Penalty: 4952.044922
	Iteration 12Q: 3 clusters Score -2803137 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2803660.750000 Penalty: 4952.044922
	Iteration 13Q: 3 clusters Score -2803661 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2804000.000000 Penalty: 4952.044922
	Iteration 14Q: 3 clusters Score -2804000 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2804237.500000 Penalty: 4952.044922
	Iteration 15Q: 3 clusters Score -2804238 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2804380.500000 Penalty: 4952.044922
	Iteration 16Q: 3 clusters Score -2804380 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2804492.250000 Penalty: 4952.044922
	Iteration 17Q: 3 clusters Score -2804492 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2804555.000000 Penalty: 4952.044922
	Iteration 18Q: 3 clusters Score -2804555 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2804582.500000 Penalty: 4952.044922
	Iteration 19Q: 3 clusters Score -2804582 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2804615.750000 Penalty: 4952.044922
	Iteration 20F: 3 clusters Score -2804616 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2804647.000000 Penalty: 4952.044922
	Iteration 21Q: 3 clusters Score -2804647 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2804680.250000 Penalty: 4952.044922
	Iteration 22Q: 3 clusters Score -2804680 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2804695.250000 Penalty: 4952.044922
	Iteration 23Q: 3 clusters Score -2804695 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2804719.750000 Penalty: 4952.044922
	Iteration 24Q: 3 clusters Score -2804720 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2804730.250000 Penalty: 4952.044922
	Iteration 25Q: 3 clusters Score -2804730 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2804745.250000 Penalty: 4952.044922
	Iteration 26Q: 3 clusters Score -2804745 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2804747.250000 Penalty: 4952.044922
	Iteration 27Q: 3 clusters Score -2804747 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2804753.250000 Penalty: 4952.044922
	Iteration 28Q: 3 clusters Score -2804753 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2804763.750000 Penalty: 4952.044922
	Iteration 29Q: 3 clusters Score -2804764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2804775.500000 Penalty: 4952.044922
	Iteration 30Q: 3 clusters Score -2804776 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2804788.250000 Penalty: 4952.044922
	Iteration 31Q: 3 clusters Score -2804788 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2804788.750000 Penalty: 4952.044922
	Iteration 32Q: 3 clusters Score -2804789 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2804803.250000 Penalty: 4952.044922
	Iteration 33Q: 3 clusters Score -2804803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2804809.250000 Penalty: 4952.044922
	Iteration 34Q: 3 clusters Score -2804809 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2804817.500000 Penalty: 4952.044922
	Iteration 35Q: 3 clusters Score -2804818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2804816.500000 Penalty: 4952.044922
	Iteration 36Q: 3 clusters Score -2804816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2804820.500000 Penalty: 4952.044922
	Iteration 37Q: 3 clusters Score -2804820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2804824.000000 Penalty: 4952.044922
	Iteration 38Q: 3 clusters Score -2804824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2804835.500000 Penalty: 4952.044922
	Iteration 39Q: 3 clusters Score -2804836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2804846.250000 Penalty: 4952.044922
	Iteration 40F: 3 clusters Score -2804846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2804850.000000 Penalty: 4952.044922
	Iteration 41Q: 3 clusters Score -2804850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2804853.500000 Penalty: 4952.044922
	Iteration 42Q: 3 clusters Score -2804854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2804857.250000 Penalty: 4952.044922
	Iteration 43Q: 3 clusters Score -2804857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2804864.500000 Penalty: 4952.044922
	Iteration 44Q: 3 clusters Score -2804864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2804866.250000 Penalty: 4952.044922
	Iteration 45Q: 3 clusters Score -2804866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2804868.750000 Penalty: 4952.044922
	Iteration 46Q: 3 clusters Score -2804869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2804874.250000 Penalty: 4952.044922
	Iteration 47Q: 3 clusters Score -2804874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2804882.250000 Penalty: 4952.044922
	Iteration 48Q: 3 clusters Score -2804882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2804883.000000 Penalty: 4952.044922
	Iteration 49Q: 3 clusters Score -2804883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2804875.750000 Penalty: 4952.044922
	Iteration 50Q: 3 clusters Score -2804876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2804880.250000 Penalty: 4952.044922
	Iteration 51Q: 3 clusters Score -2804880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2804883.000000 Penalty: 4952.044922
	Iteration 52Q: 3 clusters Score -2804883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2804892.500000 Penalty: 4952.044922
	Iteration 53Q: 3 clusters Score -2804892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2804888.750000 Penalty: 4952.044922
	Iteration 54Q: 3 clusters Score -2804889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2804886.000000 Penalty: 4952.044922
	Iteration 55Q: 3 clusters Score -2804886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2804894.750000 Penalty: 4952.044922
	Iteration 56Q: 3 clusters Score -2804895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2804896.750000 Penalty: 4952.044922
	Iteration 57Q: 3 clusters Score -2804897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2804899.750000 Penalty: 4952.044922
	Iteration 58Q: 3 clusters Score -2804900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2804900.000000 Penalty: 4952.044922
	Iteration 59Q: 3 clusters Score -2804900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2804902.000000 Penalty: 4952.044922
	Iteration 60F: 3 clusters Score -2804902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2804900.500000 Penalty: 4952.044922
	Iteration 61Q: 3 clusters Score -2804900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2804900.000000 Penalty: 4952.044922
	Iteration 62Q: 3 clusters Score -2804900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2804904.750000 Penalty: 4952.044922
	Iteration 63Q: 3 clusters Score -2804905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2804914.000000 Penalty: 4952.044922
	Iteration 64Q: 3 clusters Score -2804914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2804911.500000 Penalty: 4952.044922
	Iteration 65Q: 3 clusters Score -2804912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2804917.250000 Penalty: 4952.044922
	Iteration 66Q: 3 clusters Score -2804917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2804911.750000 Penalty: 4952.044922
	Iteration 67Q: 3 clusters Score -2804912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2804912.250000 Penalty: 4952.044922
	Iteration 68Q: 3 clusters Score -2804912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2804907.750000 Penalty: 4952.044922
	Iteration 69Q: 3 clusters Score -2804908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2804910.750000 Penalty: 4952.044922
	Iteration 70Q: 3 clusters Score -2804911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2804917.000000 Penalty: 4952.044922
	Iteration 71Q: 3 clusters Score -2804917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2804915.750000 Penalty: 4952.044922
	Iteration 72Q: 3 clusters Score -2804916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2804922.000000 Penalty: 4952.044922
	Iteration 73Q: 3 clusters Score -2804922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2804922.250000 Penalty: 4952.044922
	Iteration 74Q: 3 clusters Score -2804922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2804924.750000 Penalty: 4952.044922
	Iteration 75Q: 3 clusters Score -2804925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2804924.000000 Penalty: 4952.044922
	Iteration 76Q: 3 clusters Score -2804924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2804919.750000 Penalty: 4952.044922
	Iteration 77Q: 3 clusters Score -2804920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2804925.250000 Penalty: 4952.044922
	Iteration 78Q: 3 clusters Score -2804925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2804923.750000 Penalty: 4952.044922
	Iteration 79Q: 3 clusters Score -2804924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2804925.500000 Penalty: 4952.044922
	Iteration 80F: 3 clusters Score -2804926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2804924.000000 Penalty: 4952.044922
	Iteration 81Q: 3 clusters Score -2804924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2804932.750000 Penalty: 4952.044922
	Iteration 82Q: 3 clusters Score -2804933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2804931.500000 Penalty: 4952.044922
	Iteration 83Q: 3 clusters Score -2804932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2804931.750000 Penalty: 4952.044922
	Iteration 84Q: 3 clusters Score -2804932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2804933.000000 Penalty: 4952.044922
	Iteration 85Q: 3 clusters Score -2804933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2804931.250000 Penalty: 4952.044922
	Iteration 86Q: 3 clusters Score -2804931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2804932.500000 Penalty: 4952.044922
	Iteration 87Q: 3 clusters Score -2804932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2804939.000000 Penalty: 4952.044922
	Iteration 88Q: 3 clusters Score -2804939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2804935.500000 Penalty: 4952.044922
	Iteration 89Q: 3 clusters Score -2804936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2804935.500000 Penalty: 4952.044922
	Iteration 90Q: 3 clusters Score -2804936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2804937.500000 Penalty: 4952.044922
	Iteration 91Q: 3 clusters Score -2804938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2804937.000000 Penalty: 4952.044922
	Iteration 92Q: 3 clusters Score -2804937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2804936.000000 Penalty: 4952.044922
	Iteration 93Q: 3 clusters Score -2804936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2804936.750000 Penalty: 4952.044922
	Iteration 94Q: 3 clusters Score -2804937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2804937.500000 Penalty: 4952.044922
	Iteration 95Q: 3 clusters Score -2804938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2804939.750000 Penalty: 4952.044922
	Iteration 96Q: 3 clusters Score -2804940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2804939.750000 Penalty: 4952.044922
	Iteration 97F: 3 clusters Score -2804940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Entering Unmasked Estep 
Score: -725408.375000 Penalty: 2137.518799
	Iteration 0F: 2 clusters Score -725408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -720587.687500 Penalty: 4275.037598
	Iteration 0F: 3 clusters Score -720587.7 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -721778.500000 Penalty: 4275.037598
	Iteration 1F: 3 clusters Score -721778.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -722016.937500 Penalty: 4275.037598
	Iteration 2F: 3 clusters Score -722016.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -722177.312500 Penalty: 4275.037598
	Iteration 3F: 3 clusters Score -722177.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -722309.500000 Penalty: 4275.037598
	Iteration 4Q: 3 clusters Score -722309.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -722434.937500 Penalty: 4275.037598
	Iteration 5Q: 3 clusters Score -722434.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -722544.625000 Penalty: 4275.037598
	Iteration 6Q: 3 clusters Score -722544.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -722656.250000 Penalty: 4275.037598
	Iteration 7Q: 3 clusters Score -722656.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -722781.500000 Penalty: 4275.037598
	Iteration 8Q: 3 clusters Score -722781.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -722893.937500 Penalty: 4275.037598
	Iteration 9Q: 3 clusters Score -722893.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -723008.000000 Penalty: 4275.037598
	Iteration 10Q: 3 clusters Score -723008 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -723138.937500 Penalty: 4275.037598
	Iteration 11Q: 3 clusters Score -723138.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -723290.750000 Penalty: 4275.037598
	Iteration 12Q: 3 clusters Score -723290.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -723443.062500 Penalty: 4275.037598
	Iteration 13Q: 3 clusters Score -723443.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -723569.125000 Penalty: 4275.037598
	Iteration 14Q: 3 clusters Score -723569.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -723673.250000 Penalty: 4275.037598
	Iteration 15Q: 3 clusters Score -723673.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -723787.000000 Penalty: 4275.037598
	Iteration 16Q: 3 clusters Score -723787 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -723881.500000 Penalty: 4275.037598
	Iteration 17Q: 3 clusters Score -723881.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -723943.187500 Penalty: 4275.037598
	Iteration 18Q: 3 clusters Score -723943.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -723978.687500 Penalty: 4275.037598
	Iteration 19Q: 3 clusters Score -723978.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -724007.125000 Penalty: 4275.037598
	Iteration 20F: 3 clusters Score -724007.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -724025.625000 Penalty: 4275.037598
	Iteration 21Q: 3 clusters Score -724025.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -724042.812500 Penalty: 4275.037598
	Iteration 22Q: 3 clusters Score -724042.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -724063.312500 Penalty: 4275.037598
	Iteration 23Q: 3 clusters Score -724063.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -724087.812500 Penalty: 4275.037598
	Iteration 24Q: 3 clusters Score -724087.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -724106.062500 Penalty: 4275.037598
	Iteration 25Q: 3 clusters Score -724106.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -724125.312500 Penalty: 4275.037598
	Iteration 26Q: 3 clusters Score -724125.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -724138.687500 Penalty: 4275.037598
	Iteration 27Q: 3 clusters Score -724138.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -724151.937500 Penalty: 4275.037598
	Iteration 28Q: 3 clusters Score -724151.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -724159.500000 Penalty: 4275.037598
	Iteration 29Q: 3 clusters Score -724159.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -724164.437500 Penalty: 4275.037598
	Iteration 30Q: 3 clusters Score -724164.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -724168.625000 Penalty: 4275.037598
	Iteration 31Q: 3 clusters Score -724168.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -724171.562500 Penalty: 4275.037598
	Iteration 32Q: 3 clusters Score -724171.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -724173.500000 Penalty: 4275.037598
	Iteration 33Q: 3 clusters Score -724173.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -724175.312500 Penalty: 4275.037598
	Iteration 34Q: 3 clusters Score -724175.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -724176.437500 Penalty: 4275.037598
	Iteration 35Q: 3 clusters Score -724176.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -724177.750000 Penalty: 4275.037598
	Iteration 36Q: 3 clusters Score -724177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -724178.437500 Penalty: 4275.037598
	Iteration 37Q: 3 clusters Score -724178.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -724178.812500 Penalty: 4275.037598
	Iteration 38Q: 3 clusters Score -724178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -724179.625000 Penalty: 4275.037598
	Iteration 39Q: 3 clusters Score -724179.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -724179.375000 Penalty: 4275.037598
	Iteration 40F: 3 clusters Score -724179.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -724180.812500 Penalty: 4275.037598
	Iteration 41Q: 3 clusters Score -724180.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -724180.375000 Penalty: 4275.037598
	Iteration 42Q: 3 clusters Score -724180.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -724180.500000 Penalty: 4275.037598
	Iteration 43Q: 3 clusters Score -724180.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -724180.500000 Penalty: 4275.037598
	Iteration 44F: 3 clusters Score -724180.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -74577.335938 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -74577.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73012.171875 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -73012.17 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -73536.546875 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -73536.55 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -73846.257812 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -73846.26 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -74249.539062 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -74249.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -74532.257812 Penalty: 3263.308594
	Iteration 4F: 3 clusters Score -74532.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -74838.601562 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -74838.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -74946.421875 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -74946.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75035.703125 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -75035.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -75154.695312 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -75154.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -75349.257812 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -75349.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -75481.039062 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -75481.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -75560.742188 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -75560.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -75606.273438 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -75606.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -75655.226562 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -75655.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75700.085938 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -75700.09 nChanged 6
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: -75718.906250 Penalty: 3263.308594
	Iteration 15Q: 3 clusters Score -75718.91 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: -75754.460938 Penalty: 3263.308594
	Iteration 16Q: 3 clusters Score -75754.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75774.640625 Penalty: 3263.308594
	Iteration 17Q: 3 clusters Score -75774.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75851.890625 Penalty: 3263.308594
	Iteration 18F: 3 clusters Score -75851.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -76009.257812 Penalty: 3263.308594
	Iteration 19Q: 3 clusters Score -76009.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76123.773438 Penalty: 3263.308594
	Iteration 20F: 3 clusters Score -76123.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76378.015625 Penalty: 3263.308594
	Iteration 21Q: 3 clusters Score -76378.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76441.289062 Penalty: 3263.308594
	Iteration 22Q: 3 clusters Score -76441.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76505.078125 Penalty: 3263.308594
	Iteration 23Q: 3 clusters Score -76505.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76526.312500 Penalty: 3263.308594
	Iteration 24Q: 3 clusters Score -76526.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76537.406250 Penalty: 3263.308594
	Iteration 25Q: 3 clusters Score -76537.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76560.406250 Penalty: 3263.308594
	Iteration 26Q: 3 clusters Score -76560.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -76567.914062 Penalty: 3263.308594
	Iteration 27Q: 3 clusters Score -76567.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -76589.859375 Penalty: 3263.308594
	Iteration 28F: 3 clusters Score -76589.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76752.898438 Penalty: 3263.308594
	Iteration 29Q: 3 clusters Score -76752.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76879.281250 Penalty: 3263.308594
	Iteration 30Q: 3 clusters Score -76879.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77000.632812 Penalty: 3263.308594
	Iteration 31Q: 3 clusters Score -77000.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77000.632812 Penalty: 3263.308594
	Iteration 32F: 3 clusters Score -77000.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18381 members 
Mstep: Class 7 contains 31900 members 
Mstep: Class 8 contains 26385 members 
Mstep: Class 9 contains 37278 members 
Mstep: Class 10 contains 21481 members 
Mstep: Class 11 contains 10705 members 
Mstep: Class 12 contains 26844 members 
Mstep: Class 13 contains 5469 members 
Mstep: Class 14 contains 125868 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 17 contains 47073 members 
Mstep: Class 18 contains 16347 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 21676 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 22 contains 394 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 106957 members 
Mstep: Class 25 contains 11531 members 
Mstep: Class 26 contains 7698 members 
Mstep: Class 27 contains 14570 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1658 members 
Mstep: Class 30 contains 2819 members 
Mstep: Class 31 contains 858 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 326 members 
Entering Unmasked Estep 
Score: -73850256.000000 Penalty: 108599.929688
Splitting cluster 22 changes total score from -73848416.000000 to -73850256.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 23 (8662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Entering Unmasked Estep 
Score: -1106032.625000 Penalty: 2248.541748
	Iteration 0F: 2 clusters Score -1106033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1099163.625000 Penalty: 4497.083496
	Iteration 0F: 3 clusters Score -1099164 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1101103.875000 Penalty: 4497.083496
	Iteration 1F: 3 clusters Score -1101104 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1101448.375000 Penalty: 4497.083496
	Iteration 2F: 3 clusters Score -1101448 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1101700.125000 Penalty: 4497.083496
	Iteration 3F: 3 clusters Score -1101700 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1101934.000000 Penalty: 4497.083496
	Iteration 4Q: 3 clusters Score -1101934 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1102114.875000 Penalty: 4497.083496
	Iteration 5Q: 3 clusters Score -1102115 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1102261.750000 Penalty: 4497.083496
	Iteration 6Q: 3 clusters Score -1102262 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1102396.125000 Penalty: 4497.083496
	Iteration 7Q: 3 clusters Score -1102396 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1102506.750000 Penalty: 4497.083496
	Iteration 8Q: 3 clusters Score -1102507 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1102610.375000 Penalty: 4497.083496
	Iteration 9Q: 3 clusters Score -1102610 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1102704.750000 Penalty: 4497.083496
	Iteration 10Q: 3 clusters Score -1102705 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1102793.250000 Penalty: 4497.083496
	Iteration 11Q: 3 clusters Score -1102793 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1102900.875000 Penalty: 4497.083496
	Iteration 12Q: 3 clusters Score -1102901 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1103017.750000 Penalty: 4497.083496
	Iteration 13Q: 3 clusters Score -1103018 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1103137.875000 Penalty: 4497.083496
	Iteration 14Q: 3 clusters Score -1103138 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1103260.750000 Penalty: 4497.083496
	Iteration 15Q: 3 clusters Score -1103261 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1103356.750000 Penalty: 4497.083496
	Iteration 16Q: 3 clusters Score -1103357 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1103436.875000 Penalty: 4497.083496
	Iteration 17Q: 3 clusters Score -1103437 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1103499.625000 Penalty: 4497.083496
	Iteration 18Q: 3 clusters Score -1103500 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1103560.375000 Penalty: 4497.083496
	Iteration 19Q: 3 clusters Score -1103560 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1103610.000000 Penalty: 4497.083496
	Iteration 20F: 3 clusters Score -1103610 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1103646.500000 Penalty: 4497.083496
	Iteration 21Q: 3 clusters Score -1103646 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1103681.875000 Penalty: 4497.083496
	Iteration 22Q: 3 clusters Score -1103682 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1103711.000000 Penalty: 4497.083496
	Iteration 23Q: 3 clusters Score -1103711 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1103737.375000 Penalty: 4497.083496
	Iteration 24Q: 3 clusters Score -1103737 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1103759.500000 Penalty: 4497.083496
	Iteration 25Q: 3 clusters Score -1103760 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1103783.250000 Penalty: 4497.083496
	Iteration 26Q: 3 clusters Score -1103783 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1103809.625000 Penalty: 4497.083496
	Iteration 27Q: 3 clusters Score -1103810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1103834.000000 Penalty: 4497.083496
	Iteration 28Q: 3 clusters Score -1103834 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1103858.375000 Penalty: 4497.083496
	Iteration 29Q: 3 clusters Score -1103858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1103879.625000 Penalty: 4497.083496
	Iteration 30Q: 3 clusters Score -1103880 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1103898.125000 Penalty: 4497.083496
	Iteration 31Q: 3 clusters Score -1103898 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1103913.250000 Penalty: 4497.083496
	Iteration 32Q: 3 clusters Score -1103913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1103927.000000 Penalty: 4497.083496
	Iteration 33Q: 3 clusters Score -1103927 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1103944.250000 Penalty: 4497.083496
	Iteration 34Q: 3 clusters Score -1103944 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1103967.750000 Penalty: 4497.083496
	Iteration 35Q: 3 clusters Score -1103968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1103992.125000 Penalty: 4497.083496
	Iteration 36Q: 3 clusters Score -1103992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1104008.125000 Penalty: 4497.083496
	Iteration 37Q: 3 clusters Score -1104008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1104032.750000 Penalty: 4497.083496
	Iteration 38Q: 3 clusters Score -1104033 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1104053.250000 Penalty: 4497.083496
	Iteration 39Q: 3 clusters Score -1104053 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1104070.500000 Penalty: 4497.083496
	Iteration 40F: 3 clusters Score -1104070 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1104082.500000 Penalty: 4497.083496
	Iteration 41Q: 3 clusters Score -1104082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1104100.375000 Penalty: 4497.083496
	Iteration 42Q: 3 clusters Score -1104100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1104114.625000 Penalty: 4497.083496
	Iteration 43Q: 3 clusters Score -1104115 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1104136.500000 Penalty: 4497.083496
	Iteration 44Q: 3 clusters Score -1104136 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1104164.000000 Penalty: 4497.083496
	Iteration 45Q: 3 clusters Score -1104164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1104189.250000 Penalty: 4497.083496
	Iteration 46Q: 3 clusters Score -1104189 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1104211.500000 Penalty: 4497.083496
	Iteration 47Q: 3 clusters Score -1104212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1104230.750000 Penalty: 4497.083496
	Iteration 48Q: 3 clusters Score -1104231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1104246.875000 Penalty: 4497.083496
	Iteration 49Q: 3 clusters Score -1104247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1104265.625000 Penalty: 4497.083496
	Iteration 50Q: 3 clusters Score -1104266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1104284.000000 Penalty: 4497.083496
	Iteration 51Q: 3 clusters Score -1104284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1104298.375000 Penalty: 4497.083496
	Iteration 52Q: 3 clusters Score -1104298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1104315.875000 Penalty: 4497.083496
	Iteration 53Q: 3 clusters Score -1104316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1104328.750000 Penalty: 4497.083496
	Iteration 54Q: 3 clusters Score -1104329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1104345.625000 Penalty: 4497.083496
	Iteration 55Q: 3 clusters Score -1104346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1104353.625000 Penalty: 4497.083496
	Iteration 56Q: 3 clusters Score -1104354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1104367.125000 Penalty: 4497.083496
	Iteration 57Q: 3 clusters Score -1104367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1104379.750000 Penalty: 4497.083496
	Iteration 58Q: 3 clusters Score -1104380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1104389.875000 Penalty: 4497.083496
	Iteration 59Q: 3 clusters Score -1104390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1104401.125000 Penalty: 4497.083496
	Iteration 60F: 3 clusters Score -1104401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1104411.625000 Penalty: 4497.083496
	Iteration 61Q: 3 clusters Score -1104412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1104423.625000 Penalty: 4497.083496
	Iteration 62Q: 3 clusters Score -1104424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1104434.000000 Penalty: 4497.083496
	Iteration 63Q: 3 clusters Score -1104434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1104461.125000 Penalty: 4497.083496
	Iteration 64Q: 3 clusters Score -1104461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1104485.750000 Penalty: 4497.083496
	Iteration 65Q: 3 clusters Score -1104486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1104501.500000 Penalty: 4497.083496
	Iteration 66Q: 3 clusters Score -1104502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1104511.125000 Penalty: 4497.083496
	Iteration 67Q: 3 clusters Score -1104511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1104516.625000 Penalty: 4497.083496
	Iteration 68Q: 3 clusters Score -1104517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1104522.125000 Penalty: 4497.083496
	Iteration 69Q: 3 clusters Score -1104522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1104523.125000 Penalty: 4497.083496
	Iteration 70Q: 3 clusters Score -1104523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1104524.625000 Penalty: 4497.083496
	Iteration 71Q: 3 clusters Score -1104525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1104525.750000 Penalty: 4497.083496
	Iteration 72Q: 3 clusters Score -1104526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1104526.000000 Penalty: 4497.083496
	Iteration 73Q: 3 clusters Score -1104526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1104527.500000 Penalty: 4497.083496
	Iteration 74Q: 3 clusters Score -1104528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1104531.375000 Penalty: 4497.083496
	Iteration 75Q: 3 clusters Score -1104531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1104533.375000 Penalty: 4497.083496
	Iteration 76Q: 3 clusters Score -1104533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1104538.625000 Penalty: 4497.083496
	Iteration 77Q: 3 clusters Score -1104539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1104540.625000 Penalty: 4497.083496
	Iteration 78Q: 3 clusters Score -1104541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1104540.625000 Penalty: 4497.083496
	Iteration 79F: 3 clusters Score -1104541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (106957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106957 members 
Entering Unmasked Estep 
Score: -14038699.000000 Penalty: 2871.885254
	Iteration 0F: 2 clusters Score -1.40387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -13967458.000000 Penalty: 5743.770508
	Iteration 0F: 3 clusters Score -1.396746e+07 nChanged 50697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -13996494.000000 Penalty: 5743.770508
	Iteration 1F: 3 clusters Score -1.399649e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -13997595.000000 Penalty: 5743.770508
	Iteration 2Q: 3 clusters Score -1.39976e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56295 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -13999146.000000 Penalty: 5743.770508
	Iteration 3Q: 3 clusters Score -1.399915e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -14000935.000000 Penalty: 5743.770508
	Iteration 4Q: 3 clusters Score -1.400094e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -14003391.000000 Penalty: 5743.770508
	Iteration 5Q: 3 clusters Score -1.400339e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -14006179.000000 Penalty: 5743.770508
	Iteration 6F: 3 clusters Score -1.400618e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -14009528.000000 Penalty: 5743.770508
	Iteration 7F: 3 clusters Score -1.400953e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67599 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -14013318.000000 Penalty: 5743.770508
	Iteration 8F: 3 clusters Score -1.401332e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -14017508.000000 Penalty: 5743.770508
	Iteration 9F: 3 clusters Score -1.401751e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74886 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -14021273.000000 Penalty: 5743.770508
	Iteration 10F: 3 clusters Score -1.402127e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78109 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -14024066.000000 Penalty: 5743.770508
	Iteration 11Q: 3 clusters Score -1.402407e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -14026008.000000 Penalty: 5743.770508
	Iteration 12Q: 3 clusters Score -1.402601e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83291 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -14027516.000000 Penalty: 5743.770508
	Iteration 13Q: 3 clusters Score -1.402752e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85585 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -14028689.000000 Penalty: 5743.770508
	Iteration 14Q: 3 clusters Score -1.402869e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87703 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -14029782.000000 Penalty: 5743.770508
	Iteration 15Q: 3 clusters Score -1.402978e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89681 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -14030751.000000 Penalty: 5743.770508
	Iteration 16Q: 3 clusters Score -1.403075e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91577 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -14031716.000000 Penalty: 5743.770508
	Iteration 17Q: 3 clusters Score -1.403172e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -14032640.000000 Penalty: 5743.770508
	Iteration 18Q: 3 clusters Score -1.403264e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95016 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -14033623.000000 Penalty: 5743.770508
	Iteration 19Q: 3 clusters Score -1.403362e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96489 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -14034648.000000 Penalty: 5743.770508
	Iteration 20F: 3 clusters Score -1.403465e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97767 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -14035487.000000 Penalty: 5743.770508
	Iteration 21Q: 3 clusters Score -1.403549e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98730 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -14036170.000000 Penalty: 5743.770508
	Iteration 22Q: 3 clusters Score -1.403617e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99457 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -14036614.000000 Penalty: 5743.770508
	Iteration 23Q: 3 clusters Score -1.403661e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100036 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -14036944.000000 Penalty: 5743.770508
	Iteration 24Q: 3 clusters Score -1.403694e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100441 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -14037066.000000 Penalty: 5743.770508
	Iteration 25Q: 3 clusters Score -1.403707e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100769 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -14037156.000000 Penalty: 5743.770508
	Iteration 26Q: 3 clusters Score -1.403716e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101007 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -14037207.000000 Penalty: 5743.770508
	Iteration 27Q: 3 clusters Score -1.403721e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101176 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -14037210.000000 Penalty: 5743.770508
	Iteration 28Q: 3 clusters Score -1.403721e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101336 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -14037229.000000 Penalty: 5743.770508
	Iteration 29Q: 3 clusters Score -1.403723e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101462 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -14037258.000000 Penalty: 5743.770508
	Iteration 30Q: 3 clusters Score -1.403726e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101587 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -14037294.000000 Penalty: 5743.770508
	Iteration 31Q: 3 clusters Score -1.403729e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101680 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -14037285.000000 Penalty: 5743.770508
	Iteration 32Q: 3 clusters Score -1.403728e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101761 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -14037300.000000 Penalty: 5743.770508
	Iteration 33Q: 3 clusters Score -1.40373e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101841 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -14037317.000000 Penalty: 5743.770508
	Iteration 34Q: 3 clusters Score -1.403732e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101905 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -14037334.000000 Penalty: 5743.770508
	Iteration 35Q: 3 clusters Score -1.403733e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101968 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -14037336.000000 Penalty: 5743.770508
	Iteration 36Q: 3 clusters Score -1.403734e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102032 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -14037351.000000 Penalty: 5743.770508
	Iteration 37Q: 3 clusters Score -1.403735e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102088 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -14037356.000000 Penalty: 5743.770508
	Iteration 38Q: 3 clusters Score -1.403736e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102128 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -14037375.000000 Penalty: 5743.770508
	Iteration 39Q: 3 clusters Score -1.403738e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102168 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -14037385.000000 Penalty: 5743.770508
	Iteration 40F: 3 clusters Score -1.403738e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102214 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -14037392.000000 Penalty: 5743.770508
	Iteration 41Q: 3 clusters Score -1.403739e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102260 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -14037395.000000 Penalty: 5743.770508
	Iteration 42Q: 3 clusters Score -1.40374e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102303 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -14037413.000000 Penalty: 5743.770508
	Iteration 43Q: 3 clusters Score -1.403741e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102341 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -14037442.000000 Penalty: 5743.770508
	Iteration 44Q: 3 clusters Score -1.403744e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102361 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -14037457.000000 Penalty: 5743.770508
	Iteration 45Q: 3 clusters Score -1.403746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102382 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -14037462.000000 Penalty: 5743.770508
	Iteration 46Q: 3 clusters Score -1.403746e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102396 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -14037469.000000 Penalty: 5743.770508
	Iteration 47Q: 3 clusters Score -1.403747e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102415 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -14037473.000000 Penalty: 5743.770508
	Iteration 48Q: 3 clusters Score -1.403747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102429 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -14037476.000000 Penalty: 5743.770508
	Iteration 49Q: 3 clusters Score -1.403748e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102446 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -14037477.000000 Penalty: 5743.770508
	Iteration 50Q: 3 clusters Score -1.403748e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102463 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -14037486.000000 Penalty: 5743.770508
	Iteration 51Q: 3 clusters Score -1.403749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102478 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -14037487.000000 Penalty: 5743.770508
	Iteration 52Q: 3 clusters Score -1.403749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102487 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -14037486.000000 Penalty: 5743.770508
	Iteration 53Q: 3 clusters Score -1.403749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102498 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -14037473.000000 Penalty: 5743.770508
	Iteration 54Q: 3 clusters Score -1.403747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102506 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -14037480.000000 Penalty: 5743.770508
	Iteration 55Q: 3 clusters Score -1.403748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102513 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -14037480.000000 Penalty: 5743.770508
	Iteration 56Q: 3 clusters Score -1.403748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102522 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -14037471.000000 Penalty: 5743.770508
	Iteration 57Q: 3 clusters Score -1.403747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102535 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -14037491.000000 Penalty: 5743.770508
	Iteration 58Q: 3 clusters Score -1.403749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102549 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -14037474.000000 Penalty: 5743.770508
	Iteration 59Q: 3 clusters Score -1.403747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102559 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -14037462.000000 Penalty: 5743.770508
	Iteration 60F: 3 clusters Score -1.403746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102567 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -14037457.000000 Penalty: 5743.770508
	Iteration 61Q: 3 clusters Score -1.403746e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102586 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -14037466.000000 Penalty: 5743.770508
	Iteration 62Q: 3 clusters Score -1.403747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102601 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -14037466.000000 Penalty: 5743.770508
	Iteration 63Q: 3 clusters Score -1.403747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102615 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -14037462.000000 Penalty: 5743.770508
	Iteration 64Q: 3 clusters Score -1.403746e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102630 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -14037468.000000 Penalty: 5743.770508
	Iteration 65Q: 3 clusters Score -1.403747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102641 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -14037470.000000 Penalty: 5743.770508
	Iteration 66Q: 3 clusters Score -1.403747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102650 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -14037476.000000 Penalty: 5743.770508
	Iteration 67Q: 3 clusters Score -1.403748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102657 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -14037481.000000 Penalty: 5743.770508
	Iteration 68Q: 3 clusters Score -1.403748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102668 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -14037483.000000 Penalty: 5743.770508
	Iteration 69Q: 3 clusters Score -1.403748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102673 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -14037480.000000 Penalty: 5743.770508
	Iteration 70Q: 3 clusters Score -1.403748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102678 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -14037497.000000 Penalty: 5743.770508
	Iteration 71Q: 3 clusters Score -1.40375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102685 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -14037491.000000 Penalty: 5743.770508
	Iteration 72Q: 3 clusters Score -1.403749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102690 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -14037507.000000 Penalty: 5743.770508
	Iteration 73Q: 3 clusters Score -1.403751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102696 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -14037514.000000 Penalty: 5743.770508
	Iteration 74Q: 3 clusters Score -1.403751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102702 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -14037498.000000 Penalty: 5743.770508
	Iteration 75Q: 3 clusters Score -1.40375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102707 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -14037503.000000 Penalty: 5743.770508
	Iteration 76Q: 3 clusters Score -1.40375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102709 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -14037508.000000 Penalty: 5743.770508
	Iteration 77Q: 3 clusters Score -1.403751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102709 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -14037508.000000 Penalty: 5743.770508
	Iteration 78F: 3 clusters Score -1.403751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Entering Unmasked Estep 
Score: -1418092.250000 Penalty: 2319.493164
	Iteration 0F: 2 clusters Score -1418092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1409474.750000 Penalty: 4638.986328
	Iteration 0F: 3 clusters Score -1409475 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1412371.375000 Penalty: 4638.986328
	Iteration 1F: 3 clusters Score -1412371 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1412950.375000 Penalty: 4638.986328
	Iteration 2F: 3 clusters Score -1412950 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1413494.875000 Penalty: 4638.986328
	Iteration 3F: 3 clusters Score -1413495 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1414044.875000 Penalty: 4638.986328
	Iteration 4F: 3 clusters Score -1414045 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1414664.375000 Penalty: 4638.986328
	Iteration 5F: 3 clusters Score -1414664 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1415216.375000 Penalty: 4638.986328
	Iteration 6F: 3 clusters Score -1415216 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1415684.500000 Penalty: 4638.986328
	Iteration 7F: 3 clusters Score -1415684 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1416013.125000 Penalty: 4638.986328
	Iteration 8Q: 3 clusters Score -1416013 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1416272.000000 Penalty: 4638.986328
	Iteration 9Q: 3 clusters Score -1416272 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1416473.250000 Penalty: 4638.986328
	Iteration 10Q: 3 clusters Score -1416473 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1416650.875000 Penalty: 4638.986328
	Iteration 11Q: 3 clusters Score -1416651 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1416797.250000 Penalty: 4638.986328
	Iteration 12Q: 3 clusters Score -1416797 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1416901.750000 Penalty: 4638.986328
	Iteration 13Q: 3 clusters Score -1416902 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1417000.250000 Penalty: 4638.986328
	Iteration 14Q: 3 clusters Score -1417000 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1417073.375000 Penalty: 4638.986328
	Iteration 15Q: 3 clusters Score -1417073 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1417128.125000 Penalty: 4638.986328
	Iteration 16Q: 3 clusters Score -1417128 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1417175.250000 Penalty: 4638.986328
	Iteration 17Q: 3 clusters Score -1417175 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1417203.250000 Penalty: 4638.986328
	Iteration 18Q: 3 clusters Score -1417203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1417226.250000 Penalty: 4638.986328
	Iteration 19Q: 3 clusters Score -1417226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1417308.500000 Penalty: 4638.986328
	Iteration 20F: 3 clusters Score -1417308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1417405.125000 Penalty: 4638.986328
	Iteration 21Q: 3 clusters Score -1417405 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1417533.750000 Penalty: 4638.986328
	Iteration 22Q: 3 clusters Score -1417534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1417618.500000 Penalty: 4638.986328
	Iteration 23Q: 3 clusters Score -1417618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1417652.375000 Penalty: 4638.986328
	Iteration 24Q: 3 clusters Score -1417652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1417671.125000 Penalty: 4638.986328
	Iteration 25Q: 3 clusters Score -1417671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1417681.750000 Penalty: 4638.986328
	Iteration 26Q: 3 clusters Score -1417682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1417688.875000 Penalty: 4638.986328
	Iteration 27Q: 3 clusters Score -1417689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1417695.000000 Penalty: 4638.986328
	Iteration 28Q: 3 clusters Score -1417695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1417697.750000 Penalty: 4638.986328
	Iteration 29Q: 3 clusters Score -1417698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1417698.500000 Penalty: 4638.986328
	Iteration 30Q: 3 clusters Score -1417698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1417702.375000 Penalty: 4638.986328
	Iteration 31F: 3 clusters Score -1417702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1417704.375000 Penalty: 4638.986328
	Iteration 32Q: 3 clusters Score -1417704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1417708.875000 Penalty: 4638.986328
	Iteration 33Q: 3 clusters Score -1417709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1417708.375000 Penalty: 4638.986328
	Iteration 34Q: 3 clusters Score -1417708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1417712.250000 Penalty: 4638.986328
	Iteration 35Q: 3 clusters Score -1417712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1417711.500000 Penalty: 4638.986328
	Iteration 36Q: 3 clusters Score -1417712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1417711.500000 Penalty: 4638.986328
	Iteration 37F: 3 clusters Score -1417712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Entering Unmasked Estep 
Score: -967407.562500 Penalty: 2219.281494
	Iteration 0F: 2 clusters Score -967407.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -961101.750000 Penalty: 4438.562988
	Iteration 0F: 3 clusters Score -961101.8 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -962896.000000 Penalty: 4438.562988
	Iteration 1F: 3 clusters Score -962896 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -963290.625000 Penalty: 4438.562988
	Iteration 2F: 3 clusters Score -963290.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -963685.312500 Penalty: 4438.562988
	Iteration 3F: 3 clusters Score -963685.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -964169.000000 Penalty: 4438.562988
	Iteration 4F: 3 clusters Score -964169 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -964868.062500 Penalty: 4438.562988
	Iteration 5F: 3 clusters Score -964868.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -965770.625000 Penalty: 4438.562988
	Iteration 6F: 3 clusters Score -965770.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -966925.687500 Penalty: 4438.562988
	Iteration 7F: 3 clusters Score -966925.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -967947.312500 Penalty: 4438.562988
	Iteration 8F: 3 clusters Score -967947.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -968651.687500 Penalty: 4438.562988
	Iteration 9F: 3 clusters Score -968651.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -969187.625000 Penalty: 4438.562988
	Iteration 10Q: 3 clusters Score -969187.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -969449.562500 Penalty: 4438.562988
	Iteration 11Q: 3 clusters Score -969449.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -969540.500000 Penalty: 4438.562988
	Iteration 12Q: 3 clusters Score -969540.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -969577.750000 Penalty: 4438.562988
	Iteration 13Q: 3 clusters Score -969577.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -969595.625000 Penalty: 4438.562988
	Iteration 14Q: 3 clusters Score -969595.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -969606.187500 Penalty: 4438.562988
	Iteration 15Q: 3 clusters Score -969606.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -969613.125000 Penalty: 4438.562988
	Iteration 16Q: 3 clusters Score -969613.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -969618.250000 Penalty: 4438.562988
	Iteration 17Q: 3 clusters Score -969618.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -969620.687500 Penalty: 4438.562988
	Iteration 18Q: 3 clusters Score -969620.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -969623.625000 Penalty: 4438.562988
	Iteration 19Q: 3 clusters Score -969623.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -969625.187500 Penalty: 4438.562988
	Iteration 20F: 3 clusters Score -969625.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -969626.250000 Penalty: 4438.562988
	Iteration 21Q: 3 clusters Score -969626.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -969627.812500 Penalty: 4438.562988
	Iteration 22Q: 3 clusters Score -969627.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -969627.250000 Penalty: 4438.562988
	Iteration 23Q: 3 clusters Score -969627.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -969629.312500 Penalty: 4438.562988
	Iteration 24Q: 3 clusters Score -969629.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -969632.125000 Penalty: 4438.562988
	Iteration 25Q: 3 clusters Score -969632.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -969634.062500 Penalty: 4438.562988
	Iteration 26Q: 3 clusters Score -969634.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -969635.812500 Penalty: 4438.562988
	Iteration 27Q: 3 clusters Score -969635.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -969638.312500 Penalty: 4438.562988
	Iteration 28Q: 3 clusters Score -969638.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -969638.437500 Penalty: 4438.562988
	Iteration 29Q: 3 clusters Score -969638.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -969638.687500 Penalty: 4438.562988
	Iteration 30Q: 3 clusters Score -969638.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -969639.187500 Penalty: 4438.562988
	Iteration 31Q: 3 clusters Score -969639.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -969639.187500 Penalty: 4438.562988
	Iteration 32F: 3 clusters Score -969639.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18381 members 
Mstep: Class 7 contains 31900 members 
Mstep: Class 8 contains 26385 members 
Mstep: Class 9 contains 37278 members 
Mstep: Class 10 contains 21481 members 
Mstep: Class 11 contains 10705 members 
Mstep: Class 12 contains 26844 members 
Mstep: Class 13 contains 5469 members 
Mstep: Class 14 contains 125868 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 17 contains 47073 members 
Mstep: Class 18 contains 16347 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 21676 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 22 contains 394 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 106957 members 
Mstep: Class 25 contains 11531 members 
Mstep: Class 26 contains 4063 members 
Mstep: Class 27 contains 14570 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1658 members 
Mstep: Class 30 contains 2819 members 
Mstep: Class 31 contains 858 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 3635 members 
Entering Unmasked Estep 
Score: -73851416.000000 Penalty: 111890.835938
Splitting cluster 26 changes total score from -73848416.000000 to -73851416.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 27 (14570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Entering Unmasked Estep 
Score: -1890734.875000 Penalty: 2377.506348
	Iteration 0F: 2 clusters Score -1890735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1880168.375000 Penalty: 4755.012695
	Iteration 0F: 3 clusters Score -1880168 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1883537.875000 Penalty: 4755.012695
	Iteration 1F: 3 clusters Score -1883538 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1883896.375000 Penalty: 4755.012695
	Iteration 2F: 3 clusters Score -1883896 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1884169.750000 Penalty: 4755.012695
	Iteration 3Q: 3 clusters Score -1884170 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1884433.375000 Penalty: 4755.012695
	Iteration 4Q: 3 clusters Score -1884433 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1884660.125000 Penalty: 4755.012695
	Iteration 5Q: 3 clusters Score -1884660 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1884872.625000 Penalty: 4755.012695
	Iteration 6Q: 3 clusters Score -1884873 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1885077.625000 Penalty: 4755.012695
	Iteration 7Q: 3 clusters Score -1885078 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1885267.750000 Penalty: 4755.012695
	Iteration 8Q: 3 clusters Score -1885268 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1885458.750000 Penalty: 4755.012695
	Iteration 9Q: 3 clusters Score -1885459 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1885658.750000 Penalty: 4755.012695
	Iteration 10Q: 3 clusters Score -1885659 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1885922.250000 Penalty: 4755.012695
	Iteration 11Q: 3 clusters Score -1885922 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1886232.875000 Penalty: 4755.012695
	Iteration 12Q: 3 clusters Score -1886233 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1886577.750000 Penalty: 4755.012695
	Iteration 13Q: 3 clusters Score -1886578 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1886951.750000 Penalty: 4755.012695
	Iteration 14Q: 3 clusters Score -1886952 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1887344.000000 Penalty: 4755.012695
	Iteration 15Q: 3 clusters Score -1887344 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1887708.875000 Penalty: 4755.012695
	Iteration 16Q: 3 clusters Score -1887709 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1887969.625000 Penalty: 4755.012695
	Iteration 17Q: 3 clusters Score -1887970 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1888173.625000 Penalty: 4755.012695
	Iteration 18Q: 3 clusters Score -1888174 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1888322.000000 Penalty: 4755.012695
	Iteration 19Q: 3 clusters Score -1888322 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1888460.250000 Penalty: 4755.012695
	Iteration 20F: 3 clusters Score -1888460 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1888558.125000 Penalty: 4755.012695
	Iteration 21Q: 3 clusters Score -1888558 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1888612.750000 Penalty: 4755.012695
	Iteration 22Q: 3 clusters Score -1888613 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1888658.250000 Penalty: 4755.012695
	Iteration 23Q: 3 clusters Score -1888658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1888690.125000 Penalty: 4755.012695
	Iteration 24Q: 3 clusters Score -1888690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1888721.750000 Penalty: 4755.012695
	Iteration 25Q: 3 clusters Score -1888722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1888750.750000 Penalty: 4755.012695
	Iteration 26Q: 3 clusters Score -1888751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1888763.875000 Penalty: 4755.012695
	Iteration 27Q: 3 clusters Score -1888764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1888772.625000 Penalty: 4755.012695
	Iteration 28Q: 3 clusters Score -1888773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1888780.875000 Penalty: 4755.012695
	Iteration 29Q: 3 clusters Score -1888781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1888786.875000 Penalty: 4755.012695
	Iteration 30Q: 3 clusters Score -1888787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1888788.000000 Penalty: 4755.012695
	Iteration 31Q: 3 clusters Score -1888788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1888791.000000 Penalty: 4755.012695
	Iteration 32Q: 3 clusters Score -1888791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1888793.250000 Penalty: 4755.012695
	Iteration 33Q: 3 clusters Score -1888793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1888793.875000 Penalty: 4755.012695
	Iteration 34Q: 3 clusters Score -1888794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1888793.875000 Penalty: 4755.012695
	Iteration 35F: 3 clusters Score -1888794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Entering Unmasked Estep 
Score: -623941.875000 Penalty: 2099.647705
	Iteration 0F: 2 clusters Score -623941.9 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 2381 members 
Entering Unmasked Estep 
Score: -619567.500000 Penalty: 4199.295410
	Iteration 0F: 3 clusters Score -619567.5 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -620588.562500 Penalty: 4199.295410
	Iteration 1F: 3 clusters Score -620588.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -620791.375000 Penalty: 4199.295410
	Iteration 2F: 3 clusters Score -620791.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -620929.812500 Penalty: 4199.295410
	Iteration 3Q: 3 clusters Score -620929.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -621059.375000 Penalty: 4199.295410
	Iteration 4Q: 3 clusters Score -621059.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -621169.750000 Penalty: 4199.295410
	Iteration 5Q: 3 clusters Score -621169.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -621283.375000 Penalty: 4199.295410
	Iteration 6Q: 3 clusters Score -621283.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -621399.312500 Penalty: 4199.295410
	Iteration 7Q: 3 clusters Score -621399.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -621488.437500 Penalty: 4199.295410
	Iteration 8Q: 3 clusters Score -621488.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -621605.187500 Penalty: 4199.295410
	Iteration 9Q: 3 clusters Score -621605.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -621755.562500 Penalty: 4199.295410
	Iteration 10Q: 3 clusters Score -621755.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -621906.750000 Penalty: 4199.295410
	Iteration 11Q: 3 clusters Score -621906.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -622051.812500 Penalty: 4199.295410
	Iteration 12Q: 3 clusters Score -622051.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -622194.187500 Penalty: 4199.295410
	Iteration 13Q: 3 clusters Score -622194.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -622297.375000 Penalty: 4199.295410
	Iteration 14Q: 3 clusters Score -622297.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -622370.312500 Penalty: 4199.295410
	Iteration 15Q: 3 clusters Score -622370.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -622419.187500 Penalty: 4199.295410
	Iteration 16Q: 3 clusters Score -622419.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -622464.875000 Penalty: 4199.295410
	Iteration 17Q: 3 clusters Score -622464.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -622495.562500 Penalty: 4199.295410
	Iteration 18Q: 3 clusters Score -622495.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -622513.312500 Penalty: 4199.295410
	Iteration 19Q: 3 clusters Score -622513.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -622521.312500 Penalty: 4199.295410
	Iteration 20F: 3 clusters Score -622521.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -622525.812500 Penalty: 4199.295410
	Iteration 21Q: 3 clusters Score -622525.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -622532.937500 Penalty: 4199.295410
	Iteration 22Q: 3 clusters Score -622532.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -622537.062500 Penalty: 4199.295410
	Iteration 23Q: 3 clusters Score -622537.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -622539.500000 Penalty: 4199.295410
	Iteration 24Q: 3 clusters Score -622539.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -622542.437500 Penalty: 4199.295410
	Iteration 25Q: 3 clusters Score -622542.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -622542.687500 Penalty: 4199.295410
	Iteration 26Q: 3 clusters Score -622542.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -622543.125000 Penalty: 4199.295410
	Iteration 27Q: 3 clusters Score -622543.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -622544.812500 Penalty: 4199.295410
	Iteration 28Q: 3 clusters Score -622544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -622545.062500 Penalty: 4199.295410
	Iteration 29Q: 3 clusters Score -622545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -622547.562500 Penalty: 4199.295410
	Iteration 30Q: 3 clusters Score -622547.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -622547.875000 Penalty: 4199.295410
	Iteration 31Q: 3 clusters Score -622547.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -622547.875000 Penalty: 4199.295410
	Iteration 32F: 3 clusters Score -622547.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -189185.765625 Penalty: 1838.515137
	Iteration 0F: 2 clusters Score -189185.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -186960.328125 Penalty: 3677.030273
	Iteration 0F: 3 clusters Score -186960.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -188602.828125 Penalty: 3677.030273
	Iteration 1F: 3 clusters Score -188602.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -190347.000000 Penalty: 3677.030273
	Iteration 2F: 3 clusters Score -190347 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -191715.593750 Penalty: 3677.030273
	Iteration 3F: 3 clusters Score -191715.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -192189.500000 Penalty: 3677.030273
	Iteration 4F: 3 clusters Score -192189.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -192400.281250 Penalty: 3677.030273
	Iteration 5Q: 3 clusters Score -192400.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -192451.046875 Penalty: 3677.030273
	Iteration 6Q: 3 clusters Score -192451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -192472.546875 Penalty: 3677.030273
	Iteration 7Q: 3 clusters Score -192472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -192473.609375 Penalty: 3677.030273
	Iteration 8Q: 3 clusters Score -192473.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -192473.609375 Penalty: 3677.030273
	Iteration 9F: 3 clusters Score -192473.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18381 members 
Mstep: Class 7 contains 31900 members 
Mstep: Class 8 contains 26385 members 
Mstep: Class 9 contains 37278 members 
Mstep: Class 10 contains 21481 members 
Mstep: Class 11 contains 10705 members 
Mstep: Class 12 contains 26844 members 
Mstep: Class 13 contains 5469 members 
Mstep: Class 14 contains 125868 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 17 contains 47073 members 
Mstep: Class 18 contains 16347 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 21676 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 22 contains 394 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 106957 members 
Mstep: Class 25 contains 11531 members 
Mstep: Class 26 contains 4063 members 
Mstep: Class 27 contains 14570 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1338 members 
Mstep: Class 30 contains 2819 members 
Mstep: Class 31 contains 858 members 
Mstep: Class 32 contains 303 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 3635 members 
Mstep: Class 35 contains 320 members 
Entering Unmasked Estep 
Score: -73853304.000000 Penalty: 115181.742188
Splitting cluster 29 changes total score from -73848416.000000 to -73853304.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18381 members 
Mstep: Class 7 contains 31900 members 
Mstep: Class 8 contains 26385 members 
Mstep: Class 9 contains 37278 members 
Mstep: Class 10 contains 21481 members 
Mstep: Class 11 contains 10705 members 
Mstep: Class 12 contains 26844 members 
Mstep: Class 13 contains 5469 members 
Mstep: Class 14 contains 125868 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 17 contains 47073 members 
Mstep: Class 18 contains 16347 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 21676 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 22 contains 394 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 106957 members 
Mstep: Class 25 contains 11531 members 
Mstep: Class 26 contains 4063 members 
Mstep: Class 27 contains 14570 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854800.000000 Penalty: 115181.742188
Iteration 79Q: 36 clusters Score -7.38548e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2251 members 
Mstep: Class 3 contains 259 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18372 members 
Mstep: Class 7 contains 32036 members 
Mstep: Class 8 contains 26381 members 
Mstep: Class 9 contains 37303 members 
Mstep: Class 10 contains 21394 members 
Mstep: Class 11 contains 10806 members 
Mstep: Class 12 contains 26809 members 
Mstep: Class 13 contains 5461 members 
Mstep: Class 14 contains 125875 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 219 members 
Mstep: Class 17 contains 47095 members 
Mstep: Class 18 contains 16520 members 
Mstep: Class 19 contains 8210 members 
Mstep: Class 20 contains 21643 members 
Mstep: Class 21 contains 5535 members 
Mstep: Class 22 contains 416 members 
Mstep: Class 23 contains 8649 members 
Mstep: Class 24 contains 107189 members 
Mstep: Class 25 contains 11355 members 
Mstep: Class 26 contains 4010 members 
Mstep: Class 27 contains 14508 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1338 members 
Mstep: Class 30 contains 2615 members 
Mstep: Class 31 contains 858 members 
Mstep: Class 32 contains 313 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 3422 members 
Mstep: Class 35 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856560.000000 Penalty: 115181.742188
Iteration 80F: 36 clusters Score -7.385656e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18362 members 
Mstep: Class 7 contains 31805 members 
Mstep: Class 8 contains 26370 members 
Mstep: Class 9 contains 37317 members 
Mstep: Class 10 contains 21321 members 
Mstep: Class 11 contains 10894 members 
Mstep: Class 12 contains 26784 members 
Mstep: Class 13 contains 5447 members 
Mstep: Class 14 contains 125867 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 47029 members 
Mstep: Class 18 contains 16716 members 
Mstep: Class 19 contains 8123 members 
Mstep: Class 20 contains 21608 members 
Mstep: Class 21 contains 5535 members 
Mstep: Class 22 contains 423 members 
Mstep: Class 23 contains 8651 members 
Mstep: Class 24 contains 106921 members 
Mstep: Class 25 contains 11124 members 
Mstep: Class 26 contains 3995 members 
Mstep: Class 27 contains 14460 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 1334 members 
Mstep: Class 30 contains 2732 members 
Mstep: Class 31 contains 860 members 
Mstep: Class 32 contains 370 members 
Mstep: Class 33 contains 331 members 
Mstep: Class 34 contains 4013 members 
Mstep: Class 35 contains 383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857832.000000 Penalty: 115181.742188
Iteration 81Q: 36 clusters Score -7.385783e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 18357 members 
Mstep: Class 7 contains 31641 members 
Mstep: Class 8 contains 26362 members 
Mstep: Class 9 contains 37335 members 
Mstep: Class 10 contains 21248 members 
Mstep: Class 11 contains 10977 members 
Mstep: Class 12 contains 26759 members 
Mstep: Class 13 contains 5430 members 
Mstep: Class 14 contains 125863 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 218 members 
Mstep: Class 17 contains 46946 members 
Mstep: Class 18 contains 16883 members 
Mstep: Class 19 contains 8099 members 
Mstep: Class 20 contains 21581 members 
Mstep: Class 21 contains 5535 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8658 members 
Mstep: Class 24 contains 106826 members 
Mstep: Class 25 contains 10937 members 
Mstep: Class 26 contains 3997 members 
Mstep: Class 27 contains 14454 members 
Mstep: Class 28 contains 4749 members 
Mstep: Class 29 contains 1331 members 
Mstep: Class 30 contains 2788 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 403 members 
Mstep: Class 33 contains 335 members 
Mstep: Class 34 contains 4322 members 
Mstep: Class 35 contains 413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857904.000000 Penalty: 115181.742188
Iteration 82Q: 36 clusters Score -7.38579e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 18353 members 
Mstep: Class 7 contains 31523 members 
Mstep: Class 8 contains 26357 members 
Mstep: Class 9 contains 37352 members 
Mstep: Class 10 contains 21178 members 
Mstep: Class 11 contains 11056 members 
Mstep: Class 12 contains 26746 members 
Mstep: Class 13 contains 5424 members 
Mstep: Class 14 contains 125861 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 46896 members 
Mstep: Class 18 contains 17017 members 
Mstep: Class 19 contains 8079 members 
Mstep: Class 20 contains 21570 members 
Mstep: Class 21 contains 5535 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8656 members 
Mstep: Class 24 contains 106776 members 
Mstep: Class 25 contains 10775 members 
Mstep: Class 26 contains 3999 members 
Mstep: Class 27 contains 14441 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 1329 members 
Mstep: Class 30 contains 2829 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 426 members 
Mstep: Class 33 contains 340 members 
Mstep: Class 34 contains 4500 members 
Mstep: Class 35 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858320.000000 Penalty: 115181.742188
Iteration 83Q: 36 clusters Score -7.385832e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 18348 members 
Mstep: Class 7 contains 31457 members 
Mstep: Class 8 contains 26350 members 
Mstep: Class 9 contains 37355 members 
Mstep: Class 10 contains 21146 members 
Mstep: Class 11 contains 11119 members 
Mstep: Class 12 contains 26727 members 
Mstep: Class 13 contains 5412 members 
Mstep: Class 14 contains 125865 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 216 members 
Mstep: Class 17 contains 46848 members 
Mstep: Class 18 contains 17128 members 
Mstep: Class 19 contains 8068 members 
Mstep: Class 20 contains 21554 members 
Mstep: Class 21 contains 5534 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8653 members 
Mstep: Class 24 contains 106746 members 
Mstep: Class 25 contains 10661 members 
Mstep: Class 26 contains 4020 members 
Mstep: Class 27 contains 14447 members 
Mstep: Class 28 contains 4747 members 
Mstep: Class 29 contains 1327 members 
Mstep: Class 30 contains 2849 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 436 members 
Mstep: Class 33 contains 343 members 
Mstep: Class 34 contains 4596 members 
Mstep: Class 35 contains 454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858488.000000 Penalty: 115181.742188
Iteration 84Q: 36 clusters Score -7.385849e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 18346 members 
Mstep: Class 7 contains 31403 members 
Mstep: Class 8 contains 26346 members 
Mstep: Class 9 contains 37357 members 
Mstep: Class 10 contains 21111 members 
Mstep: Class 11 contains 11174 members 
Mstep: Class 12 contains 26708 members 
Mstep: Class 13 contains 5401 members 
Mstep: Class 14 contains 125862 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 215 members 
Mstep: Class 17 contains 46809 members 
Mstep: Class 18 contains 17220 members 
Mstep: Class 19 contains 8061 members 
Mstep: Class 20 contains 21543 members 
Mstep: Class 21 contains 5534 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8657 members 
Mstep: Class 24 contains 106753 members 
Mstep: Class 25 contains 10564 members 
Mstep: Class 26 contains 4039 members 
Mstep: Class 27 contains 14454 members 
Mstep: Class 28 contains 4748 members 
Mstep: Class 29 contains 1325 members 
Mstep: Class 30 contains 2873 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 459 members 
Mstep: Class 33 contains 345 members 
Mstep: Class 34 contains 4633 members 
Mstep: Class 35 contains 466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858704.000000 Penalty: 115181.742188
Iteration 85Q: 36 clusters Score -7.38587e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 18342 members 
Mstep: Class 7 contains 31361 members 
Mstep: Class 8 contains 26343 members 
Mstep: Class 9 contains 37355 members 
Mstep: Class 10 contains 21083 members 
Mstep: Class 11 contains 11219 members 
Mstep: Class 12 contains 26694 members 
Mstep: Class 13 contains 5398 members 
Mstep: Class 14 contains 125863 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 46770 members 
Mstep: Class 18 contains 17288 members 
Mstep: Class 19 contains 8043 members 
Mstep: Class 20 contains 21530 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8656 members 
Mstep: Class 24 contains 106770 members 
Mstep: Class 25 contains 10496 members 
Mstep: Class 26 contains 4069 members 
Mstep: Class 27 contains 14454 members 
Mstep: Class 28 contains 4748 members 
Mstep: Class 29 contains 1323 members 
Mstep: Class 30 contains 2888 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 480 members 
Mstep: Class 33 contains 347 members 
Mstep: Class 34 contains 4669 members 
Mstep: Class 35 contains 477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858936.000000 Penalty: 115181.742188
Iteration 86Q: 36 clusters Score -7.385894e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 18340 members 
Mstep: Class 7 contains 31335 members 
Mstep: Class 8 contains 26341 members 
Mstep: Class 9 contains 37354 members 
Mstep: Class 10 contains 21053 members 
Mstep: Class 11 contains 11255 members 
Mstep: Class 12 contains 26680 members 
Mstep: Class 13 contains 5400 members 
Mstep: Class 14 contains 125868 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 210 members 
Mstep: Class 17 contains 46723 members 
Mstep: Class 18 contains 17355 members 
Mstep: Class 19 contains 8017 members 
Mstep: Class 20 contains 21522 members 
Mstep: Class 21 contains 5535 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8656 members 
Mstep: Class 24 contains 106794 members 
Mstep: Class 25 contains 10429 members 
Mstep: Class 26 contains 4084 members 
Mstep: Class 27 contains 14446 members 
Mstep: Class 28 contains 4748 members 
Mstep: Class 29 contains 1322 members 
Mstep: Class 30 contains 2909 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 489 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4696 members 
Mstep: Class 35 contains 487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858992.000000 Penalty: 115181.742188
Iteration 87Q: 36 clusters Score -7.385899e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2404 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 18338 members 
Mstep: Class 7 contains 31315 members 
Mstep: Class 8 contains 26340 members 
Mstep: Class 9 contains 37357 members 
Mstep: Class 10 contains 21027 members 
Mstep: Class 11 contains 11289 members 
Mstep: Class 12 contains 26668 members 
Mstep: Class 13 contains 5400 members 
Mstep: Class 14 contains 125871 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 210 members 
Mstep: Class 17 contains 46692 members 
Mstep: Class 18 contains 17413 members 
Mstep: Class 19 contains 7992 members 
Mstep: Class 20 contains 21507 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8651 members 
Mstep: Class 24 contains 106818 members 
Mstep: Class 25 contains 10372 members 
Mstep: Class 26 contains 4097 members 
Mstep: Class 27 contains 14446 members 
Mstep: Class 28 contains 4747 members 
Mstep: Class 29 contains 1323 members 
Mstep: Class 30 contains 2925 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 496 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4711 members 
Mstep: Class 35 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859080.000000 Penalty: 115181.742188
Iteration 88Q: 36 clusters Score -7.385908e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 18337 members 
Mstep: Class 7 contains 31297 members 
Mstep: Class 8 contains 26339 members 
Mstep: Class 9 contains 37358 members 
Mstep: Class 10 contains 21008 members 
Mstep: Class 11 contains 11318 members 
Mstep: Class 12 contains 26653 members 
Mstep: Class 13 contains 5398 members 
Mstep: Class 14 contains 125872 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 46659 members 
Mstep: Class 18 contains 17471 members 
Mstep: Class 19 contains 7979 members 
Mstep: Class 20 contains 21506 members 
Mstep: Class 21 contains 5537 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8651 members 
Mstep: Class 24 contains 106841 members 
Mstep: Class 25 contains 10317 members 
Mstep: Class 26 contains 4109 members 
Mstep: Class 27 contains 14449 members 
Mstep: Class 28 contains 4747 members 
Mstep: Class 29 contains 1325 members 
Mstep: Class 30 contains 2926 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 502 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4724 members 
Mstep: Class 35 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859008.000000 Penalty: 115181.742188
Iteration 89Q: 36 clusters Score -7.385901e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 18336 members 
Mstep: Class 7 contains 31285 members 
Mstep: Class 8 contains 26338 members 
Mstep: Class 9 contains 37356 members 
Mstep: Class 10 contains 20990 members 
Mstep: Class 11 contains 11347 members 
Mstep: Class 12 contains 26647 members 
Mstep: Class 13 contains 5393 members 
Mstep: Class 14 contains 125873 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 46628 members 
Mstep: Class 18 contains 17525 members 
Mstep: Class 19 contains 7974 members 
Mstep: Class 20 contains 21503 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8649 members 
Mstep: Class 24 contains 106866 members 
Mstep: Class 25 contains 10264 members 
Mstep: Class 26 contains 4117 members 
Mstep: Class 27 contains 14449 members 
Mstep: Class 28 contains 4747 members 
Mstep: Class 29 contains 1326 members 
Mstep: Class 30 contains 2930 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 506 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4728 members 
Mstep: Class 35 contains 489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859184.000000 Penalty: 115181.742188
Iteration 90Q: 36 clusters Score -7.385918e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 18335 members 
Mstep: Class 7 contains 31280 members 
Mstep: Class 8 contains 26334 members 
Mstep: Class 9 contains 37350 members 
Mstep: Class 10 contains 20975 members 
Mstep: Class 11 contains 11380 members 
Mstep: Class 12 contains 26642 members 
Mstep: Class 13 contains 5390 members 
Mstep: Class 14 contains 125872 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 46601 members 
Mstep: Class 18 contains 17576 members 
Mstep: Class 19 contains 7966 members 
Mstep: Class 20 contains 21502 members 
Mstep: Class 21 contains 5541 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8648 members 
Mstep: Class 24 contains 106893 members 
Mstep: Class 25 contains 10212 members 
Mstep: Class 26 contains 4119 members 
Mstep: Class 27 contains 14452 members 
Mstep: Class 28 contains 4747 members 
Mstep: Class 29 contains 1327 members 
Mstep: Class 30 contains 2935 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 509 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4726 members 
Mstep: Class 35 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859104.000000 Penalty: 115181.742188
Iteration 91Q: 36 clusters Score -7.38591e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 18334 members 
Mstep: Class 7 contains 31276 members 
Mstep: Class 8 contains 26330 members 
Mstep: Class 9 contains 37348 members 
Mstep: Class 10 contains 20957 members 
Mstep: Class 11 contains 11412 members 
Mstep: Class 12 contains 26633 members 
Mstep: Class 13 contains 5389 members 
Mstep: Class 14 contains 125873 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 46579 members 
Mstep: Class 18 contains 17618 members 
Mstep: Class 19 contains 7952 members 
Mstep: Class 20 contains 21500 members 
Mstep: Class 21 contains 5542 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8649 members 
Mstep: Class 24 contains 106913 members 
Mstep: Class 25 contains 10170 members 
Mstep: Class 26 contains 4117 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 4747 members 
Mstep: Class 29 contains 1327 members 
Mstep: Class 30 contains 2941 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 513 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4732 members 
Mstep: Class 35 contains 493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859136.000000 Penalty: 115181.742188
Iteration 92Q: 36 clusters Score -7.385914e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 18334 members 
Mstep: Class 7 contains 31272 members 
Mstep: Class 8 contains 26330 members 
Mstep: Class 9 contains 37345 members 
Mstep: Class 10 contains 20940 members 
Mstep: Class 11 contains 11441 members 
Mstep: Class 12 contains 26626 members 
Mstep: Class 13 contains 5387 members 
Mstep: Class 14 contains 125876 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 46557 members 
Mstep: Class 18 contains 17664 members 
Mstep: Class 19 contains 7941 members 
Mstep: Class 20 contains 21499 members 
Mstep: Class 21 contains 5542 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 106936 members 
Mstep: Class 25 contains 10121 members 
Mstep: Class 26 contains 4120 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 4747 members 
Mstep: Class 29 contains 1327 members 
Mstep: Class 30 contains 2940 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4736 members 
Mstep: Class 35 contains 494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859208.000000 Penalty: 115181.742188
Iteration 93Q: 36 clusters Score -7.385921e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 18334 members 
Mstep: Class 7 contains 31272 members 
Mstep: Class 8 contains 26330 members 
Mstep: Class 9 contains 37346 members 
Mstep: Class 10 contains 20928 members 
Mstep: Class 11 contains 11462 members 
Mstep: Class 12 contains 26620 members 
Mstep: Class 13 contains 5384 members 
Mstep: Class 14 contains 125877 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 46543 members 
Mstep: Class 18 contains 17704 members 
Mstep: Class 19 contains 7933 members 
Mstep: Class 20 contains 21498 members 
Mstep: Class 21 contains 5543 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8651 members 
Mstep: Class 24 contains 106951 members 
Mstep: Class 25 contains 10077 members 
Mstep: Class 26 contains 4120 members 
Mstep: Class 27 contains 14449 members 
Mstep: Class 28 contains 4747 members 
Mstep: Class 29 contains 1327 members 
Mstep: Class 30 contains 2941 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 519 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4736 members 
Mstep: Class 35 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859256.000000 Penalty: 115181.742188
Iteration 94Q: 36 clusters Score -7.385926e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 18333 members 
Mstep: Class 7 contains 31267 members 
Mstep: Class 8 contains 26330 members 
Mstep: Class 9 contains 37347 members 
Mstep: Class 10 contains 20913 members 
Mstep: Class 11 contains 11479 members 
Mstep: Class 12 contains 26618 members 
Mstep: Class 13 contains 5384 members 
Mstep: Class 14 contains 125877 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 46531 members 
Mstep: Class 18 contains 17755 members 
Mstep: Class 19 contains 7929 members 
Mstep: Class 20 contains 21498 members 
Mstep: Class 21 contains 5543 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8651 members 
Mstep: Class 24 contains 106967 members 
Mstep: Class 25 contains 10023 members 
Mstep: Class 26 contains 4120 members 
Mstep: Class 27 contains 14449 members 
Mstep: Class 28 contains 4747 members 
Mstep: Class 29 contains 1327 members 
Mstep: Class 30 contains 2939 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 521 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4739 members 
Mstep: Class 35 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859264.000000 Penalty: 115181.742188
Iteration 95Q: 36 clusters Score -7.385926e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 18333 members 
Mstep: Class 7 contains 31259 members 
Mstep: Class 8 contains 26329 members 
Mstep: Class 9 contains 37345 members 
Mstep: Class 10 contains 20906 members 
Mstep: Class 11 contains 11492 members 
Mstep: Class 12 contains 26614 members 
Mstep: Class 13 contains 5382 members 
Mstep: Class 14 contains 125879 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 46525 members 
Mstep: Class 18 contains 17816 members 
Mstep: Class 19 contains 7928 members 
Mstep: Class 20 contains 21498 members 
Mstep: Class 21 contains 5543 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8651 members 
Mstep: Class 24 contains 106981 members 
Mstep: Class 25 contains 9962 members 
Mstep: Class 26 contains 4121 members 
Mstep: Class 27 contains 14448 members 
Mstep: Class 28 contains 4747 members 
Mstep: Class 29 contains 1327 members 
Mstep: Class 30 contains 2938 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 521 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4740 members 
Mstep: Class 35 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859144.000000 Penalty: 115181.742188
Iteration 96Q: 36 clusters Score -7.385914e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 18333 members 
Mstep: Class 7 contains 31257 members 
Mstep: Class 8 contains 26328 members 
Mstep: Class 9 contains 37346 members 
Mstep: Class 10 contains 20902 members 
Mstep: Class 11 contains 11507 members 
Mstep: Class 12 contains 26605 members 
Mstep: Class 13 contains 5380 members 
Mstep: Class 14 contains 125878 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 46517 members 
Mstep: Class 18 contains 17859 members 
Mstep: Class 19 contains 7925 members 
Mstep: Class 20 contains 21499 members 
Mstep: Class 21 contains 5543 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8651 members 
Mstep: Class 24 contains 106989 members 
Mstep: Class 25 contains 9920 members 
Mstep: Class 26 contains 4123 members 
Mstep: Class 27 contains 14449 members 
Mstep: Class 28 contains 4747 members 
Mstep: Class 29 contains 1327 members 
Mstep: Class 30 contains 2939 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 521 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4741 members 
Mstep: Class 35 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859112.000000 Penalty: 115181.742188
Iteration 97Q: 36 clusters Score -7.385911e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 1867 members 
Mstep: Class 6 contains 18333 members 
Mstep: Class 7 contains 31254 members 
Mstep: Class 8 contains 26328 members 
Mstep: Class 9 contains 37345 members 
Mstep: Class 10 contains 20899 members 
Mstep: Class 11 contains 11515 members 
Mstep: Class 12 contains 26599 members 
Mstep: Class 13 contains 5378 members 
Mstep: Class 14 contains 125879 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 46513 members 
Mstep: Class 18 contains 17908 members 
Mstep: Class 19 contains 7924 members 
Mstep: Class 20 contains 21500 members 
Mstep: Class 21 contains 5543 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8651 members 
Mstep: Class 24 contains 106994 members 
Mstep: Class 25 contains 9874 members 
Mstep: Class 26 contains 4122 members 
Mstep: Class 27 contains 14449 members 
Mstep: Class 28 contains 4747 members 
Mstep: Class 29 contains 1327 members 
Mstep: Class 30 contains 2942 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 521 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4741 members 
Mstep: Class 35 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859144.000000 Penalty: 115181.742188
Iteration 98Q: 36 clusters Score -7.385914e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18333 members 
Mstep: Class 7 contains 31249 members 
Mstep: Class 8 contains 26327 members 
Mstep: Class 9 contains 37345 members 
Mstep: Class 10 contains 20887 members 
Mstep: Class 11 contains 11531 members 
Mstep: Class 12 contains 26595 members 
Mstep: Class 13 contains 5375 members 
Mstep: Class 14 contains 125881 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 46509 members 
Mstep: Class 18 contains 17959 members 
Mstep: Class 19 contains 7925 members 
Mstep: Class 20 contains 21500 members 
Mstep: Class 21 contains 5543 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8652 members 
Mstep: Class 24 contains 106996 members 
Mstep: Class 25 contains 9822 members 
Mstep: Class 26 contains 4125 members 
Mstep: Class 27 contains 14450 members 
Mstep: Class 28 contains 4747 members 
Mstep: Class 29 contains 1327 members 
Mstep: Class 30 contains 2943 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 521 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4741 members 
Mstep: Class 35 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859176.000000 Penalty: 115181.742188
Iteration 99Q: 36 clusters Score -7.385918e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18333 members 
Mstep: Class 7 contains 31244 members 
Mstep: Class 8 contains 26323 members 
Mstep: Class 9 contains 37345 members 
Mstep: Class 10 contains 20879 members 
Mstep: Class 11 contains 11549 members 
Mstep: Class 12 contains 26588 members 
Mstep: Class 13 contains 5373 members 
Mstep: Class 14 contains 125880 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 211 members 
Mstep: Class 17 contains 46503 members 
Mstep: Class 18 contains 18003 members 
Mstep: Class 19 contains 7923 members 
Mstep: Class 20 contains 21499 members 
Mstep: Class 21 contains 5543 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8653 members 
Mstep: Class 24 contains 107008 members 
Mstep: Class 25 contains 9781 members 
Mstep: Class 26 contains 4127 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 4747 members 
Mstep: Class 29 contains 1327 members 
Mstep: Class 30 contains 2943 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 523 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4741 members 
Mstep: Class 35 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859152.000000 Penalty: 115181.742188
Iteration 100F: 36 clusters Score -7.385915e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18333 members 
Mstep: Class 7 contains 31241 members 
Mstep: Class 8 contains 26323 members 
Mstep: Class 9 contains 37342 members 
Mstep: Class 10 contains 20876 members 
Mstep: Class 11 contains 11561 members 
Mstep: Class 12 contains 26582 members 
Mstep: Class 13 contains 5370 members 
Mstep: Class 14 contains 125875 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46499 members 
Mstep: Class 18 contains 18047 members 
Mstep: Class 19 contains 7921 members 
Mstep: Class 20 contains 21495 members 
Mstep: Class 21 contains 5543 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8652 members 
Mstep: Class 24 contains 107013 members 
Mstep: Class 25 contains 9736 members 
Mstep: Class 26 contains 4132 members 
Mstep: Class 27 contains 14450 members 
Mstep: Class 28 contains 4747 members 
Mstep: Class 29 contains 1327 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 529 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4741 members 
Mstep: Class 35 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859328.000000 Penalty: 115181.742188
Iteration 101Q: 36 clusters Score -7.385933e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2222 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18331 members 
Mstep: Class 7 contains 31239 members 
Mstep: Class 8 contains 26320 members 
Mstep: Class 9 contains 37338 members 
Mstep: Class 10 contains 20866 members 
Mstep: Class 11 contains 11583 members 
Mstep: Class 12 contains 26575 members 
Mstep: Class 13 contains 5368 members 
Mstep: Class 14 contains 125874 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46488 members 
Mstep: Class 18 contains 18088 members 
Mstep: Class 19 contains 7918 members 
Mstep: Class 20 contains 21491 members 
Mstep: Class 21 contains 5544 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8652 members 
Mstep: Class 24 contains 107021 members 
Mstep: Class 25 contains 9689 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 14450 members 
Mstep: Class 28 contains 4747 members 
Mstep: Class 29 contains 1327 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 537 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4741 members 
Mstep: Class 35 contains 513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859248.000000 Penalty: 115181.742188
Iteration 102Q: 36 clusters Score -7.385925e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2221 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18330 members 
Mstep: Class 7 contains 31238 members 
Mstep: Class 8 contains 26318 members 
Mstep: Class 9 contains 37339 members 
Mstep: Class 10 contains 20860 members 
Mstep: Class 11 contains 11607 members 
Mstep: Class 12 contains 26566 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 125875 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46474 members 
Mstep: Class 18 contains 18129 members 
Mstep: Class 19 contains 7915 members 
Mstep: Class 20 contains 21488 members 
Mstep: Class 21 contains 5544 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8652 members 
Mstep: Class 24 contains 107030 members 
Mstep: Class 25 contains 9641 members 
Mstep: Class 26 contains 4144 members 
Mstep: Class 27 contains 14450 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1327 members 
Mstep: Class 30 contains 2944 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 543 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859200.000000 Penalty: 115181.742188
Iteration 103Q: 36 clusters Score -7.38592e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18330 members 
Mstep: Class 7 contains 31239 members 
Mstep: Class 8 contains 26311 members 
Mstep: Class 9 contains 37344 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 11634 members 
Mstep: Class 12 contains 26556 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 125875 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46460 members 
Mstep: Class 18 contains 18174 members 
Mstep: Class 19 contains 7912 members 
Mstep: Class 20 contains 21488 members 
Mstep: Class 21 contains 5544 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8652 members 
Mstep: Class 24 contains 107044 members 
Mstep: Class 25 contains 9589 members 
Mstep: Class 26 contains 4140 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1328 members 
Mstep: Class 30 contains 2943 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 549 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859168.000000 Penalty: 115181.742188
Iteration 104Q: 36 clusters Score -7.385917e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18325 members 
Mstep: Class 7 contains 31237 members 
Mstep: Class 8 contains 26309 members 
Mstep: Class 9 contains 37347 members 
Mstep: Class 10 contains 20835 members 
Mstep: Class 11 contains 11666 members 
Mstep: Class 12 contains 26544 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 125874 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46442 members 
Mstep: Class 18 contains 18213 members 
Mstep: Class 19 contains 7911 members 
Mstep: Class 20 contains 21489 members 
Mstep: Class 21 contains 5542 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8651 members 
Mstep: Class 24 contains 107062 members 
Mstep: Class 25 contains 9549 members 
Mstep: Class 26 contains 4139 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1329 members 
Mstep: Class 30 contains 2942 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 551 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859328.000000 Penalty: 115181.742188
Iteration 105Q: 36 clusters Score -7.385933e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18323 members 
Mstep: Class 7 contains 31236 members 
Mstep: Class 8 contains 26305 members 
Mstep: Class 9 contains 37353 members 
Mstep: Class 10 contains 20822 members 
Mstep: Class 11 contains 11699 members 
Mstep: Class 12 contains 26532 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 125876 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46423 members 
Mstep: Class 18 contains 18244 members 
Mstep: Class 19 contains 7911 members 
Mstep: Class 20 contains 21487 members 
Mstep: Class 21 contains 5542 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8651 members 
Mstep: Class 24 contains 107077 members 
Mstep: Class 25 contains 9509 members 
Mstep: Class 26 contains 4140 members 
Mstep: Class 27 contains 14453 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1329 members 
Mstep: Class 30 contains 2941 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 548 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859344.000000 Penalty: 115181.742188
Iteration 106Q: 36 clusters Score -7.385934e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18318 members 
Mstep: Class 7 contains 31235 members 
Mstep: Class 8 contains 26298 members 
Mstep: Class 9 contains 37354 members 
Mstep: Class 10 contains 20813 members 
Mstep: Class 11 contains 11724 members 
Mstep: Class 12 contains 26527 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 125879 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46409 members 
Mstep: Class 18 contains 18284 members 
Mstep: Class 19 contains 7912 members 
Mstep: Class 20 contains 21488 members 
Mstep: Class 21 contains 5541 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8649 members 
Mstep: Class 24 contains 107086 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 4136 members 
Mstep: Class 27 contains 14454 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1329 members 
Mstep: Class 30 contains 2942 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 550 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859320.000000 Penalty: 115181.742188
Iteration 107Q: 36 clusters Score -7.385932e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18315 members 
Mstep: Class 7 contains 31235 members 
Mstep: Class 8 contains 26295 members 
Mstep: Class 9 contains 37355 members 
Mstep: Class 10 contains 20801 members 
Mstep: Class 11 contains 11740 members 
Mstep: Class 12 contains 26522 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 125879 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46397 members 
Mstep: Class 18 contains 18327 members 
Mstep: Class 19 contains 7911 members 
Mstep: Class 20 contains 21487 members 
Mstep: Class 21 contains 5540 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107097 members 
Mstep: Class 25 contains 9422 members 
Mstep: Class 26 contains 4136 members 
Mstep: Class 27 contains 14454 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1330 members 
Mstep: Class 30 contains 2942 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 550 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859328.000000 Penalty: 115181.742188
Iteration 108Q: 36 clusters Score -7.385933e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18315 members 
Mstep: Class 7 contains 31234 members 
Mstep: Class 8 contains 26294 members 
Mstep: Class 9 contains 37356 members 
Mstep: Class 10 contains 20786 members 
Mstep: Class 11 contains 11763 members 
Mstep: Class 12 contains 26516 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 125881 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46387 members 
Mstep: Class 18 contains 18361 members 
Mstep: Class 19 contains 7911 members 
Mstep: Class 20 contains 21487 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8649 members 
Mstep: Class 24 contains 107103 members 
Mstep: Class 25 contains 9387 members 
Mstep: Class 26 contains 4135 members 
Mstep: Class 27 contains 14454 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1330 members 
Mstep: Class 30 contains 2942 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 550 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859384.000000 Penalty: 115181.742188
Iteration 109Q: 36 clusters Score -7.385938e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18314 members 
Mstep: Class 7 contains 31234 members 
Mstep: Class 8 contains 26292 members 
Mstep: Class 9 contains 37358 members 
Mstep: Class 10 contains 20776 members 
Mstep: Class 11 contains 11781 members 
Mstep: Class 12 contains 26507 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 14 contains 125888 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46378 members 
Mstep: Class 18 contains 18389 members 
Mstep: Class 19 contains 7912 members 
Mstep: Class 20 contains 21486 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107106 members 
Mstep: Class 25 contains 9358 members 
Mstep: Class 26 contains 4136 members 
Mstep: Class 27 contains 14454 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1330 members 
Mstep: Class 30 contains 2942 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 550 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859408.000000 Penalty: 115181.742188
Iteration 110Q: 36 clusters Score -7.385941e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18313 members 
Mstep: Class 7 contains 31235 members 
Mstep: Class 8 contains 26293 members 
Mstep: Class 9 contains 37357 members 
Mstep: Class 10 contains 20761 members 
Mstep: Class 11 contains 11803 members 
Mstep: Class 12 contains 26497 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 14 contains 125891 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46368 members 
Mstep: Class 18 contains 18407 members 
Mstep: Class 19 contains 7910 members 
Mstep: Class 20 contains 21485 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8649 members 
Mstep: Class 24 contains 107111 members 
Mstep: Class 25 contains 9341 members 
Mstep: Class 26 contains 4137 members 
Mstep: Class 27 contains 14454 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1331 members 
Mstep: Class 30 contains 2943 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 550 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859392.000000 Penalty: 115181.742188
Iteration 111Q: 36 clusters Score -7.385939e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18313 members 
Mstep: Class 7 contains 31235 members 
Mstep: Class 8 contains 26293 members 
Mstep: Class 9 contains 37357 members 
Mstep: Class 10 contains 20754 members 
Mstep: Class 11 contains 11825 members 
Mstep: Class 12 contains 26484 members 
Mstep: Class 13 contains 5345 members 
Mstep: Class 14 contains 125895 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46359 members 
Mstep: Class 18 contains 18424 members 
Mstep: Class 19 contains 7910 members 
Mstep: Class 20 contains 21485 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8647 members 
Mstep: Class 24 contains 107112 members 
Mstep: Class 25 contains 9326 members 
Mstep: Class 26 contains 4138 members 
Mstep: Class 27 contains 14454 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1332 members 
Mstep: Class 30 contains 2944 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 549 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859416.000000 Penalty: 115181.742188
Iteration 112Q: 36 clusters Score -7.385942e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18313 members 
Mstep: Class 7 contains 31234 members 
Mstep: Class 8 contains 26293 members 
Mstep: Class 9 contains 37356 members 
Mstep: Class 10 contains 20744 members 
Mstep: Class 11 contains 11843 members 
Mstep: Class 12 contains 26476 members 
Mstep: Class 13 contains 5346 members 
Mstep: Class 14 contains 125898 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46354 members 
Mstep: Class 18 contains 18438 members 
Mstep: Class 19 contains 7910 members 
Mstep: Class 20 contains 21482 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8644 members 
Mstep: Class 24 contains 107116 members 
Mstep: Class 25 contains 9312 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 14454 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1333 members 
Mstep: Class 30 contains 2944 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 549 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859464.000000 Penalty: 115181.742188
Iteration 113Q: 36 clusters Score -7.385946e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18313 members 
Mstep: Class 7 contains 31234 members 
Mstep: Class 8 contains 26290 members 
Mstep: Class 9 contains 37355 members 
Mstep: Class 10 contains 20736 members 
Mstep: Class 11 contains 11855 members 
Mstep: Class 12 contains 26473 members 
Mstep: Class 13 contains 5347 members 
Mstep: Class 14 contains 125900 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46345 members 
Mstep: Class 18 contains 18448 members 
Mstep: Class 19 contains 7910 members 
Mstep: Class 20 contains 21477 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8644 members 
Mstep: Class 24 contains 107121 members 
Mstep: Class 25 contains 9301 members 
Mstep: Class 26 contains 4148 members 
Mstep: Class 27 contains 14454 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1334 members 
Mstep: Class 30 contains 2944 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 548 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859440.000000 Penalty: 115181.742188
Iteration 114Q: 36 clusters Score -7.385944e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18313 members 
Mstep: Class 7 contains 31235 members 
Mstep: Class 8 contains 26290 members 
Mstep: Class 9 contains 37356 members 
Mstep: Class 10 contains 20724 members 
Mstep: Class 11 contains 11870 members 
Mstep: Class 12 contains 26468 members 
Mstep: Class 13 contains 5346 members 
Mstep: Class 14 contains 125897 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46337 members 
Mstep: Class 18 contains 18465 members 
Mstep: Class 19 contains 7911 members 
Mstep: Class 20 contains 21472 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8647 members 
Mstep: Class 24 contains 107123 members 
Mstep: Class 25 contains 9285 members 
Mstep: Class 26 contains 4156 members 
Mstep: Class 27 contains 14454 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1336 members 
Mstep: Class 30 contains 2944 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 548 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859528.000000 Penalty: 115181.742188
Iteration 115Q: 36 clusters Score -7.385953e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18312 members 
Mstep: Class 7 contains 31236 members 
Mstep: Class 8 contains 26290 members 
Mstep: Class 9 contains 37353 members 
Mstep: Class 10 contains 20711 members 
Mstep: Class 11 contains 11888 members 
Mstep: Class 12 contains 26462 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 14 contains 125896 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46326 members 
Mstep: Class 18 contains 18487 members 
Mstep: Class 19 contains 7911 members 
Mstep: Class 20 contains 21469 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8647 members 
Mstep: Class 24 contains 107129 members 
Mstep: Class 25 contains 9262 members 
Mstep: Class 26 contains 4160 members 
Mstep: Class 27 contains 14453 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1339 members 
Mstep: Class 30 contains 2944 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 548 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859544.000000 Penalty: 115181.742188
Iteration 116Q: 36 clusters Score -7.385954e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18311 members 
Mstep: Class 7 contains 31238 members 
Mstep: Class 8 contains 26290 members 
Mstep: Class 9 contains 37356 members 
Mstep: Class 10 contains 20706 members 
Mstep: Class 11 contains 11893 members 
Mstep: Class 12 contains 26459 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 14 contains 125897 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46316 members 
Mstep: Class 18 contains 18506 members 
Mstep: Class 19 contains 7911 members 
Mstep: Class 20 contains 21467 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8648 members 
Mstep: Class 24 contains 107129 members 
Mstep: Class 25 contains 9242 members 
Mstep: Class 26 contains 4161 members 
Mstep: Class 27 contains 14453 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1340 members 
Mstep: Class 30 contains 2944 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 548 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859592.000000 Penalty: 115181.742188
Iteration 117Q: 36 clusters Score -7.385959e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18310 members 
Mstep: Class 7 contains 31239 members 
Mstep: Class 8 contains 26290 members 
Mstep: Class 9 contains 37355 members 
Mstep: Class 10 contains 20703 members 
Mstep: Class 11 contains 11893 members 
Mstep: Class 12 contains 26460 members 
Mstep: Class 13 contains 5348 members 
Mstep: Class 14 contains 125900 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46304 members 
Mstep: Class 18 contains 18523 members 
Mstep: Class 19 contains 7909 members 
Mstep: Class 20 contains 21466 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8648 members 
Mstep: Class 24 contains 107134 members 
Mstep: Class 25 contains 9225 members 
Mstep: Class 26 contains 4162 members 
Mstep: Class 27 contains 14453 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 1340 members 
Mstep: Class 30 contains 2944 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 548 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859560.000000 Penalty: 115181.742188
Iteration 118Q: 36 clusters Score -7.385956e+07 nChanged 49
Entering ConstructFrom: 
Score: -73859560.000000 Penalty: 115181.742188
Entering ConstructFrom: 
Trying to split cluster 1 (8409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Entering Unmasked Estep 
Score: -1023206.250000 Penalty: 2241.190430
	Iteration 0F: 2 clusters Score -1023206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1016624.375000 Penalty: 4482.380859
	Iteration 0F: 3 clusters Score -1016624 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1018756.187500 Penalty: 4482.380859
	Iteration 1F: 3 clusters Score -1018756 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1019349.125000 Penalty: 4482.380859
	Iteration 2F: 3 clusters Score -1019349 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1019928.062500 Penalty: 4482.380859
	Iteration 3F: 3 clusters Score -1019928 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1020373.312500 Penalty: 4482.380859
	Iteration 4F: 3 clusters Score -1020373 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1020681.000000 Penalty: 4482.380859
	Iteration 5F: 3 clusters Score -1020681 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1020930.312500 Penalty: 4482.380859
	Iteration 6Q: 3 clusters Score -1020930 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1021108.750000 Penalty: 4482.380859
	Iteration 7Q: 3 clusters Score -1021109 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1021258.187500 Penalty: 4482.380859
	Iteration 8Q: 3 clusters Score -1021258 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1021387.437500 Penalty: 4482.380859
	Iteration 9Q: 3 clusters Score -1021387 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1021470.562500 Penalty: 4482.380859
	Iteration 10Q: 3 clusters Score -1021471 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1021536.750000 Penalty: 4482.380859
	Iteration 11Q: 3 clusters Score -1021537 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1021590.687500 Penalty: 4482.380859
	Iteration 12Q: 3 clusters Score -1021591 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1021643.812500 Penalty: 4482.380859
	Iteration 13Q: 3 clusters Score -1021644 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1021677.250000 Penalty: 4482.380859
	Iteration 14Q: 3 clusters Score -1021677 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1021712.812500 Penalty: 4482.380859
	Iteration 15Q: 3 clusters Score -1021713 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1021756.625000 Penalty: 4482.380859
	Iteration 16Q: 3 clusters Score -1021757 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1021801.125000 Penalty: 4482.380859
	Iteration 17Q: 3 clusters Score -1021801 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1021835.937500 Penalty: 4482.380859
	Iteration 18Q: 3 clusters Score -1021836 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1021868.250000 Penalty: 4482.380859
	Iteration 19Q: 3 clusters Score -1021868 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1021895.062500 Penalty: 4482.380859
	Iteration 20F: 3 clusters Score -1021895 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1021925.312500 Penalty: 4482.380859
	Iteration 21Q: 3 clusters Score -1021925 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1021955.687500 Penalty: 4482.380859
	Iteration 22Q: 3 clusters Score -1021956 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1021988.812500 Penalty: 4482.380859
	Iteration 23Q: 3 clusters Score -1021989 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1022015.500000 Penalty: 4482.380859
	Iteration 24Q: 3 clusters Score -1022016 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1022039.750000 Penalty: 4482.380859
	Iteration 25Q: 3 clusters Score -1022040 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1022058.062500 Penalty: 4482.380859
	Iteration 26Q: 3 clusters Score -1022058 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1022078.437500 Penalty: 4482.380859
	Iteration 27Q: 3 clusters Score -1022078 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1022092.500000 Penalty: 4482.380859
	Iteration 28Q: 3 clusters Score -1022092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1022109.125000 Penalty: 4482.380859
	Iteration 29Q: 3 clusters Score -1022109 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1022124.125000 Penalty: 4482.380859
	Iteration 30Q: 3 clusters Score -1022124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1022138.812500 Penalty: 4482.380859
	Iteration 31Q: 3 clusters Score -1022139 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1022155.000000 Penalty: 4482.380859
	Iteration 32Q: 3 clusters Score -1022155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1022170.625000 Penalty: 4482.380859
	Iteration 33Q: 3 clusters Score -1022171 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1022181.750000 Penalty: 4482.380859
	Iteration 34Q: 3 clusters Score -1022182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1022201.000000 Penalty: 4482.380859
	Iteration 35Q: 3 clusters Score -1022201 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1022214.750000 Penalty: 4482.380859
	Iteration 36Q: 3 clusters Score -1022215 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1022229.625000 Penalty: 4482.380859
	Iteration 37Q: 3 clusters Score -1022230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1022241.875000 Penalty: 4482.380859
	Iteration 38Q: 3 clusters Score -1022242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1022257.937500 Penalty: 4482.380859
	Iteration 39Q: 3 clusters Score -1022258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1022272.875000 Penalty: 4482.380859
	Iteration 40F: 3 clusters Score -1022273 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1022290.062500 Penalty: 4482.380859
	Iteration 41Q: 3 clusters Score -1022290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1022311.250000 Penalty: 4482.380859
	Iteration 42Q: 3 clusters Score -1022311 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1022322.625000 Penalty: 4482.380859
	Iteration 43Q: 3 clusters Score -1022323 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1022334.187500 Penalty: 4482.380859
	Iteration 44Q: 3 clusters Score -1022334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1022348.937500 Penalty: 4482.380859
	Iteration 45Q: 3 clusters Score -1022349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1022358.250000 Penalty: 4482.380859
	Iteration 46Q: 3 clusters Score -1022358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1022369.062500 Penalty: 4482.380859
	Iteration 47Q: 3 clusters Score -1022369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1022381.562500 Penalty: 4482.380859
	Iteration 48Q: 3 clusters Score -1022382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1022396.062500 Penalty: 4482.380859
	Iteration 49Q: 3 clusters Score -1022396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1022408.750000 Penalty: 4482.380859
	Iteration 50Q: 3 clusters Score -1022409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1022421.312500 Penalty: 4482.380859
	Iteration 51Q: 3 clusters Score -1022421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1022433.125000 Penalty: 4482.380859
	Iteration 52Q: 3 clusters Score -1022433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1022446.375000 Penalty: 4482.380859
	Iteration 53Q: 3 clusters Score -1022446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1022455.312500 Penalty: 4482.380859
	Iteration 54Q: 3 clusters Score -1022455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1022462.437500 Penalty: 4482.380859
	Iteration 55Q: 3 clusters Score -1022462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1022472.687500 Penalty: 4482.380859
	Iteration 56Q: 3 clusters Score -1022473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1022480.500000 Penalty: 4482.380859
	Iteration 57Q: 3 clusters Score -1022480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1022485.562500 Penalty: 4482.380859
	Iteration 58Q: 3 clusters Score -1022486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1022491.375000 Penalty: 4482.380859
	Iteration 59Q: 3 clusters Score -1022491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1022497.625000 Penalty: 4482.380859
	Iteration 60F: 3 clusters Score -1022498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1022503.312500 Penalty: 4482.380859
	Iteration 61Q: 3 clusters Score -1022503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1022508.250000 Penalty: 4482.380859
	Iteration 62Q: 3 clusters Score -1022508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1022511.312500 Penalty: 4482.380859
	Iteration 63Q: 3 clusters Score -1022511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1022514.937500 Penalty: 4482.380859
	Iteration 64Q: 3 clusters Score -1022515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1022516.375000 Penalty: 4482.380859
	Iteration 65Q: 3 clusters Score -1022516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1022518.812500 Penalty: 4482.380859
	Iteration 66Q: 3 clusters Score -1022519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1022522.375000 Penalty: 4482.380859
	Iteration 67Q: 3 clusters Score -1022522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1022525.062500 Penalty: 4482.380859
	Iteration 68Q: 3 clusters Score -1022525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1022524.750000 Penalty: 4482.380859
	Iteration 69Q: 3 clusters Score -1022525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1022524.625000 Penalty: 4482.380859
	Iteration 70Q: 3 clusters Score -1022525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1022524.625000 Penalty: 4482.380859
	Iteration 71F: 3 clusters Score -1022525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Entering Unmasked Estep 
Score: -308328.281250 Penalty: 1930.342773
	Iteration 0F: 2 clusters Score -308328.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -305491.281250 Penalty: 3860.685547
	Iteration 0F: 3 clusters Score -305491.3 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -306028.906250 Penalty: 3860.685547
	Iteration 1F: 3 clusters Score -306028.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -306189.406250 Penalty: 3860.685547
	Iteration 2F: 3 clusters Score -306189.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -306281.000000 Penalty: 3860.685547
	Iteration 3Q: 3 clusters Score -306281 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -306352.812500 Penalty: 3860.685547
	Iteration 4Q: 3 clusters Score -306352.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -306407.281250 Penalty: 3860.685547
	Iteration 5Q: 3 clusters Score -306407.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -306448.812500 Penalty: 3860.685547
	Iteration 6Q: 3 clusters Score -306448.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -306483.312500 Penalty: 3860.685547
	Iteration 7Q: 3 clusters Score -306483.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -306508.718750 Penalty: 3860.685547
	Iteration 8Q: 3 clusters Score -306508.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -306535.843750 Penalty: 3860.685547
	Iteration 9Q: 3 clusters Score -306535.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -306565.218750 Penalty: 3860.685547
	Iteration 10Q: 3 clusters Score -306565.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -306594.156250 Penalty: 3860.685547
	Iteration 11Q: 3 clusters Score -306594.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -306613.187500 Penalty: 3860.685547
	Iteration 12Q: 3 clusters Score -306613.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -306628.281250 Penalty: 3860.685547
	Iteration 13Q: 3 clusters Score -306628.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -306642.812500 Penalty: 3860.685547
	Iteration 14Q: 3 clusters Score -306642.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -306659.937500 Penalty: 3860.685547
	Iteration 15Q: 3 clusters Score -306659.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -306676.625000 Penalty: 3860.685547
	Iteration 16Q: 3 clusters Score -306676.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -306689.843750 Penalty: 3860.685547
	Iteration 17Q: 3 clusters Score -306689.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -306700.531250 Penalty: 3860.685547
	Iteration 18Q: 3 clusters Score -306700.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -306710.218750 Penalty: 3860.685547
	Iteration 19Q: 3 clusters Score -306710.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -306718.750000 Penalty: 3860.685547
	Iteration 20F: 3 clusters Score -306718.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -306723.562500 Penalty: 3860.685547
	Iteration 21Q: 3 clusters Score -306723.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -306725.343750 Penalty: 3860.685547
	Iteration 22Q: 3 clusters Score -306725.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -306728.125000 Penalty: 3860.685547
	Iteration 23Q: 3 clusters Score -306728.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -306730.312500 Penalty: 3860.685547
	Iteration 24Q: 3 clusters Score -306730.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -306733.125000 Penalty: 3860.685547
	Iteration 25Q: 3 clusters Score -306733.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -306737.031250 Penalty: 3860.685547
	Iteration 26Q: 3 clusters Score -306737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -306741.656250 Penalty: 3860.685547
	Iteration 27Q: 3 clusters Score -306741.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -306747.343750 Penalty: 3860.685547
	Iteration 28Q: 3 clusters Score -306747.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -306753.312500 Penalty: 3860.685547
	Iteration 29Q: 3 clusters Score -306753.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -306758.718750 Penalty: 3860.685547
	Iteration 30Q: 3 clusters Score -306758.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -306767.500000 Penalty: 3860.685547
	Iteration 31Q: 3 clusters Score -306767.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -306772.437500 Penalty: 3860.685547
	Iteration 32Q: 3 clusters Score -306772.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -306777.218750 Penalty: 3860.685547
	Iteration 33Q: 3 clusters Score -306777.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -306781.906250 Penalty: 3860.685547
	Iteration 34Q: 3 clusters Score -306781.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -306784.437500 Penalty: 3860.685547
	Iteration 35Q: 3 clusters Score -306784.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -306786.781250 Penalty: 3860.685547
	Iteration 36Q: 3 clusters Score -306786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -306789.281250 Penalty: 3860.685547
	Iteration 37Q: 3 clusters Score -306789.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -306795.062500 Penalty: 3860.685547
	Iteration 38Q: 3 clusters Score -306795.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -306803.312500 Penalty: 3860.685547
	Iteration 39Q: 3 clusters Score -306803.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -306807.156250 Penalty: 3860.685547
	Iteration 40F: 3 clusters Score -306807.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -306810.875000 Penalty: 3860.685547
	Iteration 41Q: 3 clusters Score -306810.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -306813.281250 Penalty: 3860.685547
	Iteration 42Q: 3 clusters Score -306813.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -306814.343750 Penalty: 3860.685547
	Iteration 43Q: 3 clusters Score -306814.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -306815.343750 Penalty: 3860.685547
	Iteration 44Q: 3 clusters Score -306815.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -306815.343750 Penalty: 3860.685547
	Iteration 45F: 3 clusters Score -306815.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -27188.138672 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -27188.14 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 119 members 
Entering Unmasked Estep 
Score: -25996.863281 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -25996.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26148.378906 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -26148.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26240.027344 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -26240.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26273.220703 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -26273.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26288.888672 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -26288.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26300.640625 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -26300.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26300.640625 Penalty: 2748.466797
	Iteration 6F: 3 clusters Score -26300.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Entering Unmasked Estep 
Score: -280075.875000 Penalty: 1910.681519
	Iteration 0F: 2 clusters Score -280075.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -277315.562500 Penalty: 3821.363037
	Iteration 0F: 3 clusters Score -277315.6 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -277970.562500 Penalty: 3821.363037
	Iteration 1F: 3 clusters Score -277970.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -278247.593750 Penalty: 3821.363037
	Iteration 2F: 3 clusters Score -278247.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -278408.812500 Penalty: 3821.363037
	Iteration 3F: 3 clusters Score -278408.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -278560.437500 Penalty: 3821.363037
	Iteration 4F: 3 clusters Score -278560.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -278686.531250 Penalty: 3821.363037
	Iteration 5F: 3 clusters Score -278686.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -278781.687500 Penalty: 3821.363037
	Iteration 6Q: 3 clusters Score -278781.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -278862.187500 Penalty: 3821.363037
	Iteration 7Q: 3 clusters Score -278862.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -278943.718750 Penalty: 3821.363037
	Iteration 8Q: 3 clusters Score -278943.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -279040.250000 Penalty: 3821.363037
	Iteration 9Q: 3 clusters Score -279040.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -279106.375000 Penalty: 3821.363037
	Iteration 10Q: 3 clusters Score -279106.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -279163.781250 Penalty: 3821.363037
	Iteration 11Q: 3 clusters Score -279163.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -279221.750000 Penalty: 3821.363037
	Iteration 12Q: 3 clusters Score -279221.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -279256.593750 Penalty: 3821.363037
	Iteration 13Q: 3 clusters Score -279256.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -279275.031250 Penalty: 3821.363037
	Iteration 14Q: 3 clusters Score -279275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -279290.812500 Penalty: 3821.363037
	Iteration 15Q: 3 clusters Score -279290.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -279303.218750 Penalty: 3821.363037
	Iteration 16Q: 3 clusters Score -279303.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -279318.125000 Penalty: 3821.363037
	Iteration 17Q: 3 clusters Score -279318.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -279336.562500 Penalty: 3821.363037
	Iteration 18Q: 3 clusters Score -279336.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -279351.281250 Penalty: 3821.363037
	Iteration 19Q: 3 clusters Score -279351.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -279363.531250 Penalty: 3821.363037
	Iteration 20F: 3 clusters Score -279363.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -279366.625000 Penalty: 3821.363037
	Iteration 21Q: 3 clusters Score -279366.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -279367.968750 Penalty: 3821.363037
	Iteration 22Q: 3 clusters Score -279368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -279367.968750 Penalty: 3821.363037
	Iteration 23F: 3 clusters Score -279368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -246047.609375 Penalty: 1868.090698
	Iteration 0F: 2 clusters Score -246047.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -243535.187500 Penalty: 3736.181396
	Iteration 0F: 3 clusters Score -243535.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -243935.296875 Penalty: 3736.181396
	Iteration 1F: 3 clusters Score -243935.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -244043.031250 Penalty: 3736.181396
	Iteration 2F: 3 clusters Score -244043 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -244110.609375 Penalty: 3736.181396
	Iteration 3Q: 3 clusters Score -244110.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -244161.406250 Penalty: 3736.181396
	Iteration 4Q: 3 clusters Score -244161.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -244186.671875 Penalty: 3736.181396
	Iteration 5Q: 3 clusters Score -244186.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -244203.187500 Penalty: 3736.181396
	Iteration 6Q: 3 clusters Score -244203.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -244211.421875 Penalty: 3736.181396
	Iteration 7Q: 3 clusters Score -244211.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -244218.546875 Penalty: 3736.181396
	Iteration 8Q: 3 clusters Score -244218.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -244222.234375 Penalty: 3736.181396
	Iteration 9Q: 3 clusters Score -244222.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -244225.484375 Penalty: 3736.181396
	Iteration 10Q: 3 clusters Score -244225.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -244226.203125 Penalty: 3736.181396
	Iteration 11Q: 3 clusters Score -244226.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -244226.718750 Penalty: 3736.181396
	Iteration 12Q: 3 clusters Score -244226.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -244226.718750 Penalty: 3736.181396
	Iteration 13F: 3 clusters Score -244226.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Entering Unmasked Estep 
Score: -2367560.250000 Penalty: 2434.170166
	Iteration 0F: 2 clusters Score -2367560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2354483.250000 Penalty: 4868.340332
	Iteration 0F: 3 clusters Score -2354483 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2359324.500000 Penalty: 4868.340332
	Iteration 1F: 3 clusters Score -2359324 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2360258.000000 Penalty: 4868.340332
	Iteration 2F: 3 clusters Score -2360258 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2361197.750000 Penalty: 4868.340332
	Iteration 3F: 3 clusters Score -2361198 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2362066.500000 Penalty: 4868.340332
	Iteration 4F: 3 clusters Score -2362066 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2362832.250000 Penalty: 4868.340332
	Iteration 5F: 3 clusters Score -2362832 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2363547.250000 Penalty: 4868.340332
	Iteration 6F: 3 clusters Score -2363547 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2364166.750000 Penalty: 4868.340332
	Iteration 7F: 3 clusters Score -2364167 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2364718.250000 Penalty: 4868.340332
	Iteration 8Q: 3 clusters Score -2364718 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2365148.750000 Penalty: 4868.340332
	Iteration 9Q: 3 clusters Score -2365149 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2365559.000000 Penalty: 4868.340332
	Iteration 10Q: 3 clusters Score -2365559 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2365902.750000 Penalty: 4868.340332
	Iteration 11Q: 3 clusters Score -2365903 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2366172.500000 Penalty: 4868.340332
	Iteration 12Q: 3 clusters Score -2366172 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2366409.500000 Penalty: 4868.340332
	Iteration 13Q: 3 clusters Score -2366410 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2366645.250000 Penalty: 4868.340332
	Iteration 14Q: 3 clusters Score -2366645 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2366805.250000 Penalty: 4868.340332
	Iteration 15Q: 3 clusters Score -2366805 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2366900.750000 Penalty: 4868.340332
	Iteration 16Q: 3 clusters Score -2366901 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2366956.500000 Penalty: 4868.340332
	Iteration 17Q: 3 clusters Score -2366956 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2367020.500000 Penalty: 4868.340332
	Iteration 18Q: 3 clusters Score -2367020 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2367065.750000 Penalty: 4868.340332
	Iteration 19Q: 3 clusters Score -2367066 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2367084.500000 Penalty: 4868.340332
	Iteration 20F: 3 clusters Score -2367084 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2367104.250000 Penalty: 4868.340332
	Iteration 21Q: 3 clusters Score -2367104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2367116.250000 Penalty: 4868.340332
	Iteration 22Q: 3 clusters Score -2367116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2367127.500000 Penalty: 4868.340332
	Iteration 23Q: 3 clusters Score -2367128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2367138.250000 Penalty: 4868.340332
	Iteration 24Q: 3 clusters Score -2367138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2367145.250000 Penalty: 4868.340332
	Iteration 25Q: 3 clusters Score -2367145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2367149.500000 Penalty: 4868.340332
	Iteration 26Q: 3 clusters Score -2367150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2367151.000000 Penalty: 4868.340332
	Iteration 27Q: 3 clusters Score -2367151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2367153.500000 Penalty: 4868.340332
	Iteration 28Q: 3 clusters Score -2367154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2367155.000000 Penalty: 4868.340332
	Iteration 29Q: 3 clusters Score -2367155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2367154.500000 Penalty: 4868.340332
	Iteration 30Q: 3 clusters Score -2367154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2367155.500000 Penalty: 4868.340332
	Iteration 31Q: 3 clusters Score -2367156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2367156.500000 Penalty: 4868.340332
	Iteration 32Q: 3 clusters Score -2367156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2367157.250000 Penalty: 4868.340332
	Iteration 33Q: 3 clusters Score -2367157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2367158.500000 Penalty: 4868.340332
	Iteration 34Q: 3 clusters Score -2367158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2367155.750000 Penalty: 4868.340332
	Iteration 35Q: 3 clusters Score -2367156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2367154.750000 Penalty: 4868.340332
	Iteration 36Q: 3 clusters Score -2367155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2367156.250000 Penalty: 4868.340332
	Iteration 37Q: 3 clusters Score -2367156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2367152.500000 Penalty: 4868.340332
	Iteration 38Q: 3 clusters Score -2367152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2367151.500000 Penalty: 4868.340332
	Iteration 39Q: 3 clusters Score -2367152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2367151.500000 Penalty: 4868.340332
	Iteration 40F: 3 clusters Score -2367152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Entering Unmasked Estep 
Score: -4119478.000000 Penalty: 2566.672607
	Iteration 0F: 2 clusters Score -4119478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4098170.250000 Penalty: 5133.345215
	Iteration 0F: 3 clusters Score -4098170 nChanged 14050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -4105777.750000 Penalty: 5133.345215
	Iteration 1F: 3 clusters Score -4105778 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -4106235.000000 Penalty: 5133.345215
	Iteration 2Q: 3 clusters Score -4106235 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -4106610.500000 Penalty: 5133.345215
	Iteration 3Q: 3 clusters Score -4106610 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -4107004.000000 Penalty: 5133.345215
	Iteration 4Q: 3 clusters Score -4107004 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -4107425.500000 Penalty: 5133.345215
	Iteration 5Q: 3 clusters Score -4107426 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -4108026.000000 Penalty: 5133.345215
	Iteration 6Q: 3 clusters Score -4108026 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -4108896.000000 Penalty: 5133.345215
	Iteration 7Q: 3 clusters Score -4108896 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -4110133.750000 Penalty: 5133.345215
	Iteration 8F: 3 clusters Score -4110134 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -4111801.000000 Penalty: 5133.345215
	Iteration 9F: 3 clusters Score -4111801 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -4113610.750000 Penalty: 5133.345215
	Iteration 10F: 3 clusters Score -4113611 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -4115146.250000 Penalty: 5133.345215
	Iteration 11F: 3 clusters Score -4115146 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -4116161.500000 Penalty: 5133.345215
	Iteration 12Q: 3 clusters Score -4116162 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -4116687.500000 Penalty: 5133.345215
	Iteration 13Q: 3 clusters Score -4116688 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -4116966.250000 Penalty: 5133.345215
	Iteration 14Q: 3 clusters Score -4116966 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -4117119.000000 Penalty: 5133.345215
	Iteration 15Q: 3 clusters Score -4117119 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -4117201.000000 Penalty: 5133.345215
	Iteration 16Q: 3 clusters Score -4117201 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -4117266.250000 Penalty: 5133.345215
	Iteration 17Q: 3 clusters Score -4117266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -4117316.250000 Penalty: 5133.345215
	Iteration 18Q: 3 clusters Score -4117316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -4117334.750000 Penalty: 5133.345215
	Iteration 19Q: 3 clusters Score -4117335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -4117355.250000 Penalty: 5133.345215
	Iteration 20F: 3 clusters Score -4117355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -4117363.500000 Penalty: 5133.345215
	Iteration 21Q: 3 clusters Score -4117364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -4117375.750000 Penalty: 5133.345215
	Iteration 22Q: 3 clusters Score -4117376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -4117395.250000 Penalty: 5133.345215
	Iteration 23Q: 3 clusters Score -4117395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -4117405.000000 Penalty: 5133.345215
	Iteration 24Q: 3 clusters Score -4117405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -4117417.250000 Penalty: 5133.345215
	Iteration 25Q: 3 clusters Score -4117417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -4117420.750000 Penalty: 5133.345215
	Iteration 26Q: 3 clusters Score -4117421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -4117427.250000 Penalty: 5133.345215
	Iteration 27Q: 3 clusters Score -4117427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -4117432.250000 Penalty: 5133.345215
	Iteration 28Q: 3 clusters Score -4117432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -4117436.250000 Penalty: 5133.345215
	Iteration 29Q: 3 clusters Score -4117436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -4117444.250000 Penalty: 5133.345215
	Iteration 30Q: 3 clusters Score -4117444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -4117444.250000 Penalty: 5133.345215
	Iteration 31Q: 3 clusters Score -4117444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -4117443.750000 Penalty: 5133.345215
	Iteration 32Q: 3 clusters Score -4117444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -4117448.750000 Penalty: 5133.345215
	Iteration 33Q: 3 clusters Score -4117449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -4117450.000000 Penalty: 5133.345215
	Iteration 34Q: 3 clusters Score -4117450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -4117451.750000 Penalty: 5133.345215
	Iteration 35Q: 3 clusters Score -4117452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -4117451.000000 Penalty: 5133.345215
	Iteration 36Q: 3 clusters Score -4117451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -4117453.000000 Penalty: 5133.345215
	Iteration 37Q: 3 clusters Score -4117453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -4117452.750000 Penalty: 5133.345215
	Iteration 38Q: 3 clusters Score -4117453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -4117455.000000 Penalty: 5133.345215
	Iteration 39Q: 3 clusters Score -4117455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -4117453.250000 Penalty: 5133.345215
	Iteration 40F: 3 clusters Score -4117453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Entering Unmasked Estep 
Score: -3510756.500000 Penalty: 2523.882080
	Iteration 0F: 2 clusters Score -3510756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3492587.000000 Penalty: 5047.764160
	Iteration 0F: 3 clusters Score -3492587 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -3499222.250000 Penalty: 5047.764160
	Iteration 1F: 3 clusters Score -3499222 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3499955.250000 Penalty: 5047.764160
	Iteration 2F: 3 clusters Score -3499955 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -3500951.000000 Penalty: 5047.764160
	Iteration 3F: 3 clusters Score -3500951 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3502228.250000 Penalty: 5047.764160
	Iteration 4F: 3 clusters Score -3502228 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -3503654.500000 Penalty: 5047.764160
	Iteration 5F: 3 clusters Score -3503654 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3504829.750000 Penalty: 5047.764160
	Iteration 6F: 3 clusters Score -3504830 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -3505646.500000 Penalty: 5047.764160
	Iteration 7F: 3 clusters Score -3505646 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -3506183.000000 Penalty: 5047.764160
	Iteration 8Q: 3 clusters Score -3506183 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -3506513.750000 Penalty: 5047.764160
	Iteration 9Q: 3 clusters Score -3506514 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -3506739.500000 Penalty: 5047.764160
	Iteration 10Q: 3 clusters Score -3506740 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -3506884.000000 Penalty: 5047.764160
	Iteration 11Q: 3 clusters Score -3506884 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -3506992.750000 Penalty: 5047.764160
	Iteration 12Q: 3 clusters Score -3506993 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3507097.500000 Penalty: 5047.764160
	Iteration 13Q: 3 clusters Score -3507098 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -3507185.000000 Penalty: 5047.764160
	Iteration 14Q: 3 clusters Score -3507185 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -3507267.500000 Penalty: 5047.764160
	Iteration 15Q: 3 clusters Score -3507268 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3507314.500000 Penalty: 5047.764160
	Iteration 16Q: 3 clusters Score -3507314 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -3507380.000000 Penalty: 5047.764160
	Iteration 17Q: 3 clusters Score -3507380 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -3507460.750000 Penalty: 5047.764160
	Iteration 18Q: 3 clusters Score -3507461 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3507512.500000 Penalty: 5047.764160
	Iteration 19Q: 3 clusters Score -3507512 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -3507555.000000 Penalty: 5047.764160
	Iteration 20F: 3 clusters Score -3507555 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -3507622.750000 Penalty: 5047.764160
	Iteration 21Q: 3 clusters Score -3507623 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3507673.500000 Penalty: 5047.764160
	Iteration 22Q: 3 clusters Score -3507674 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -3507721.250000 Penalty: 5047.764160
	Iteration 23Q: 3 clusters Score -3507721 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3507778.000000 Penalty: 5047.764160
	Iteration 24Q: 3 clusters Score -3507778 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -3507827.500000 Penalty: 5047.764160
	Iteration 25Q: 3 clusters Score -3507828 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -3507874.250000 Penalty: 5047.764160
	Iteration 26Q: 3 clusters Score -3507874 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3507936.750000 Penalty: 5047.764160
	Iteration 27Q: 3 clusters Score -3507937 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3507981.500000 Penalty: 5047.764160
	Iteration 28Q: 3 clusters Score -3507982 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3508024.250000 Penalty: 5047.764160
	Iteration 29Q: 3 clusters Score -3508024 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3508075.250000 Penalty: 5047.764160
	Iteration 30Q: 3 clusters Score -3508075 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3508128.000000 Penalty: 5047.764160
	Iteration 31Q: 3 clusters Score -3508128 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -3508164.500000 Penalty: 5047.764160
	Iteration 32Q: 3 clusters Score -3508164 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -3508206.750000 Penalty: 5047.764160
	Iteration 33Q: 3 clusters Score -3508207 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3508238.000000 Penalty: 5047.764160
	Iteration 34Q: 3 clusters Score -3508238 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -3508280.500000 Penalty: 5047.764160
	Iteration 35Q: 3 clusters Score -3508280 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3508337.500000 Penalty: 5047.764160
	Iteration 36Q: 3 clusters Score -3508338 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3508368.500000 Penalty: 5047.764160
	Iteration 37Q: 3 clusters Score -3508368 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3508405.500000 Penalty: 5047.764160
	Iteration 38Q: 3 clusters Score -3508406 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -3508432.000000 Penalty: 5047.764160
	Iteration 39Q: 3 clusters Score -3508432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3508455.750000 Penalty: 5047.764160
	Iteration 40F: 3 clusters Score -3508456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -3508478.250000 Penalty: 5047.764160
	Iteration 41Q: 3 clusters Score -3508478 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3508492.000000 Penalty: 5047.764160
	Iteration 42Q: 3 clusters Score -3508492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3508508.000000 Penalty: 5047.764160
	Iteration 43Q: 3 clusters Score -3508508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -3508517.000000 Penalty: 5047.764160
	Iteration 44Q: 3 clusters Score -3508517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3508532.000000 Penalty: 5047.764160
	Iteration 45Q: 3 clusters Score -3508532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -3508538.250000 Penalty: 5047.764160
	Iteration 46Q: 3 clusters Score -3508538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3508563.000000 Penalty: 5047.764160
	Iteration 47Q: 3 clusters Score -3508563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -3508574.250000 Penalty: 5047.764160
	Iteration 48Q: 3 clusters Score -3508574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -3508584.000000 Penalty: 5047.764160
	Iteration 49Q: 3 clusters Score -3508584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3508579.750000 Penalty: 5047.764160
	Iteration 50Q: 3 clusters Score -3508580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3508590.000000 Penalty: 5047.764160
	Iteration 51Q: 3 clusters Score -3508590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3508595.000000 Penalty: 5047.764160
	Iteration 52Q: 3 clusters Score -3508595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3508603.000000 Penalty: 5047.764160
	Iteration 53Q: 3 clusters Score -3508603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3508613.000000 Penalty: 5047.764160
	Iteration 54Q: 3 clusters Score -3508613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3508619.500000 Penalty: 5047.764160
	Iteration 55Q: 3 clusters Score -3508620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3508631.500000 Penalty: 5047.764160
	Iteration 56Q: 3 clusters Score -3508632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3508632.000000 Penalty: 5047.764160
	Iteration 57Q: 3 clusters Score -3508632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3508649.750000 Penalty: 5047.764160
	Iteration 58Q: 3 clusters Score -3508650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3508661.500000 Penalty: 5047.764160
	Iteration 59Q: 3 clusters Score -3508662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3508670.500000 Penalty: 5047.764160
	Iteration 60F: 3 clusters Score -3508670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -3508674.750000 Penalty: 5047.764160
	Iteration 61Q: 3 clusters Score -3508675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -3508680.250000 Penalty: 5047.764160
	Iteration 62Q: 3 clusters Score -3508680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -3508686.000000 Penalty: 5047.764160
	Iteration 63Q: 3 clusters Score -3508686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -3508692.750000 Penalty: 5047.764160
	Iteration 64Q: 3 clusters Score -3508693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3508689.000000 Penalty: 5047.764160
	Iteration 65Q: 3 clusters Score -3508689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -3508694.750000 Penalty: 5047.764160
	Iteration 66Q: 3 clusters Score -3508695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3508698.750000 Penalty: 5047.764160
	Iteration 67Q: 3 clusters Score -3508699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3508706.750000 Penalty: 5047.764160
	Iteration 68Q: 3 clusters Score -3508707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3508705.000000 Penalty: 5047.764160
	Iteration 69Q: 3 clusters Score -3508705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -3508699.250000 Penalty: 5047.764160
	Iteration 70Q: 3 clusters Score -3508699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3508704.500000 Penalty: 5047.764160
	Iteration 71Q: 3 clusters Score -3508704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -3508707.000000 Penalty: 5047.764160
	Iteration 72Q: 3 clusters Score -3508707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -3508708.750000 Penalty: 5047.764160
	Iteration 73Q: 3 clusters Score -3508709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3508711.500000 Penalty: 5047.764160
	Iteration 74Q: 3 clusters Score -3508712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3508714.750000 Penalty: 5047.764160
	Iteration 75Q: 3 clusters Score -3508715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3508715.250000 Penalty: 5047.764160
	Iteration 76Q: 3 clusters Score -3508715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3508714.750000 Penalty: 5047.764160
	Iteration 77Q: 3 clusters Score -3508715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3508718.250000 Penalty: 5047.764160
	Iteration 78Q: 3 clusters Score -3508718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -3508716.500000 Penalty: 5047.764160
	Iteration 79Q: 3 clusters Score -3508716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -3508717.750000 Penalty: 5047.764160
	Iteration 80F: 3 clusters Score -3508718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Entering Unmasked Estep 
Score: -4930942.500000 Penalty: 2611.005615
	Iteration 0F: 2 clusters Score -4930942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -4905579.000000 Penalty: 5222.011230
	Iteration 0F: 3 clusters Score -4905579 nChanged 16972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -4914920.500000 Penalty: 5222.011230
	Iteration 1F: 3 clusters Score -4914920 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -4915504.000000 Penalty: 5222.011230
	Iteration 2Q: 3 clusters Score -4915504 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -4916066.000000 Penalty: 5222.011230
	Iteration 3Q: 3 clusters Score -4916066 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -4916752.500000 Penalty: 5222.011230
	Iteration 4Q: 3 clusters Score -4916752 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -4917596.000000 Penalty: 5222.011230
	Iteration 5Q: 3 clusters Score -4917596 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -4918724.500000 Penalty: 5222.011230
	Iteration 6F: 3 clusters Score -4918724 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -4920112.500000 Penalty: 5222.011230
	Iteration 7F: 3 clusters Score -4920112 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -4921661.500000 Penalty: 5222.011230
	Iteration 8F: 3 clusters Score -4921662 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -4923220.500000 Penalty: 5222.011230
	Iteration 9F: 3 clusters Score -4923220 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -4924491.000000 Penalty: 5222.011230
	Iteration 10F: 3 clusters Score -4924491 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -4925552.000000 Penalty: 5222.011230
	Iteration 11Q: 3 clusters Score -4925552 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -4926406.000000 Penalty: 5222.011230
	Iteration 12Q: 3 clusters Score -4926406 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -4927116.000000 Penalty: 5222.011230
	Iteration 13Q: 3 clusters Score -4927116 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -4927612.000000 Penalty: 5222.011230
	Iteration 14Q: 3 clusters Score -4927612 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -4928007.500000 Penalty: 5222.011230
	Iteration 15Q: 3 clusters Score -4928008 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -4928231.000000 Penalty: 5222.011230
	Iteration 16Q: 3 clusters Score -4928231 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -4928412.000000 Penalty: 5222.011230
	Iteration 17Q: 3 clusters Score -4928412 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -4928531.500000 Penalty: 5222.011230
	Iteration 18Q: 3 clusters Score -4928532 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -4928624.000000 Penalty: 5222.011230
	Iteration 19Q: 3 clusters Score -4928624 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -4928682.500000 Penalty: 5222.011230
	Iteration 20F: 3 clusters Score -4928682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -4928726.500000 Penalty: 5222.011230
	Iteration 21Q: 3 clusters Score -4928726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -4928755.000000 Penalty: 5222.011230
	Iteration 22Q: 3 clusters Score -4928755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -4928774.500000 Penalty: 5222.011230
	Iteration 23Q: 3 clusters Score -4928774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -4928788.000000 Penalty: 5222.011230
	Iteration 24Q: 3 clusters Score -4928788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -4928800.000000 Penalty: 5222.011230
	Iteration 25Q: 3 clusters Score -4928800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -4928811.000000 Penalty: 5222.011230
	Iteration 26Q: 3 clusters Score -4928811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -4928812.500000 Penalty: 5222.011230
	Iteration 27Q: 3 clusters Score -4928812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -4928834.500000 Penalty: 5222.011230
	Iteration 28Q: 3 clusters Score -4928834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -4928837.000000 Penalty: 5222.011230
	Iteration 29Q: 3 clusters Score -4928837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -4928848.500000 Penalty: 5222.011230
	Iteration 30Q: 3 clusters Score -4928848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -4928844.500000 Penalty: 5222.011230
	Iteration 31Q: 3 clusters Score -4928844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -4928851.000000 Penalty: 5222.011230
	Iteration 32Q: 3 clusters Score -4928851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -4928848.000000 Penalty: 5222.011230
	Iteration 33Q: 3 clusters Score -4928848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -4928849.500000 Penalty: 5222.011230
	Iteration 34Q: 3 clusters Score -4928850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -4928849.500000 Penalty: 5222.011230
	Iteration 35F: 3 clusters Score -4928850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Entering Unmasked Estep 
Score: -2681126.250000 Penalty: 2464.596436
	Iteration 0F: 2 clusters Score -2681126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2666610.000000 Penalty: 4929.192871
	Iteration 0F: 3 clusters Score -2666610 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2671613.500000 Penalty: 4929.192871
	Iteration 1F: 3 clusters Score -2671614 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2672011.250000 Penalty: 4929.192871
	Iteration 2F: 3 clusters Score -2672011 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2672314.000000 Penalty: 4929.192871
	Iteration 3Q: 3 clusters Score -2672314 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2672541.250000 Penalty: 4929.192871
	Iteration 4Q: 3 clusters Score -2672541 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2672804.750000 Penalty: 4929.192871
	Iteration 5Q: 3 clusters Score -2672805 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2673112.250000 Penalty: 4929.192871
	Iteration 6Q: 3 clusters Score -2673112 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2673482.000000 Penalty: 4929.192871
	Iteration 7Q: 3 clusters Score -2673482 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2673953.750000 Penalty: 4929.192871
	Iteration 8Q: 3 clusters Score -2673954 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2674457.250000 Penalty: 4929.192871
	Iteration 9Q: 3 clusters Score -2674457 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2675029.250000 Penalty: 4929.192871
	Iteration 10Q: 3 clusters Score -2675029 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2675584.750000 Penalty: 4929.192871
	Iteration 11Q: 3 clusters Score -2675585 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2676097.000000 Penalty: 4929.192871
	Iteration 12Q: 3 clusters Score -2676097 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2676591.750000 Penalty: 4929.192871
	Iteration 13Q: 3 clusters Score -2676592 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2677084.750000 Penalty: 4929.192871
	Iteration 14Q: 3 clusters Score -2677085 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2677547.500000 Penalty: 4929.192871
	Iteration 15Q: 3 clusters Score -2677548 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2677957.500000 Penalty: 4929.192871
	Iteration 16Q: 3 clusters Score -2677958 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2678304.750000 Penalty: 4929.192871
	Iteration 17Q: 3 clusters Score -2678305 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2678543.250000 Penalty: 4929.192871
	Iteration 18Q: 3 clusters Score -2678543 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2678691.250000 Penalty: 4929.192871
	Iteration 19Q: 3 clusters Score -2678691 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2678802.750000 Penalty: 4929.192871
	Iteration 20F: 3 clusters Score -2678803 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2678891.000000 Penalty: 4929.192871
	Iteration 21Q: 3 clusters Score -2678891 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -2678944.250000 Penalty: 4929.192871
	Iteration 22Q: 3 clusters Score -2678944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2678978.500000 Penalty: 4929.192871
	Iteration 23Q: 3 clusters Score -2678978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2679016.000000 Penalty: 4929.192871
	Iteration 24Q: 3 clusters Score -2679016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2679038.500000 Penalty: 4929.192871
	Iteration 25Q: 3 clusters Score -2679038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2679046.750000 Penalty: 4929.192871
	Iteration 26Q: 3 clusters Score -2679047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2679054.500000 Penalty: 4929.192871
	Iteration 27Q: 3 clusters Score -2679054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2679060.500000 Penalty: 4929.192871
	Iteration 28Q: 3 clusters Score -2679060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2679067.500000 Penalty: 4929.192871
	Iteration 29Q: 3 clusters Score -2679068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2679071.250000 Penalty: 4929.192871
	Iteration 30Q: 3 clusters Score -2679071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2679078.750000 Penalty: 4929.192871
	Iteration 31Q: 3 clusters Score -2679079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2679085.500000 Penalty: 4929.192871
	Iteration 32Q: 3 clusters Score -2679086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2679092.750000 Penalty: 4929.192871
	Iteration 33Q: 3 clusters Score -2679093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -2679096.000000 Penalty: 4929.192871
	Iteration 34Q: 3 clusters Score -2679096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2679093.500000 Penalty: 4929.192871
	Iteration 35Q: 3 clusters Score -2679094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2679094.000000 Penalty: 4929.192871
	Iteration 36Q: 3 clusters Score -2679094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2679096.750000 Penalty: 4929.192871
	Iteration 37Q: 3 clusters Score -2679097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2679099.250000 Penalty: 4929.192871
	Iteration 38Q: 3 clusters Score -2679099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2679099.250000 Penalty: 4929.192871
	Iteration 39F: 3 clusters Score -2679099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Entering Unmasked Estep 
Score: -1455176.625000 Penalty: 2327.158936
	Iteration 0F: 2 clusters Score -1455177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1446197.375000 Penalty: 4654.317871
	Iteration 0F: 3 clusters Score -1446197 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1448918.875000 Penalty: 4654.317871
	Iteration 1F: 3 clusters Score -1448919 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1449423.000000 Penalty: 4654.317871
	Iteration 2F: 3 clusters Score -1449423 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1449856.750000 Penalty: 4654.317871
	Iteration 3F: 3 clusters Score -1449857 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1450268.125000 Penalty: 4654.317871
	Iteration 4F: 3 clusters Score -1450268 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1450665.250000 Penalty: 4654.317871
	Iteration 5F: 3 clusters Score -1450665 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1451103.000000 Penalty: 4654.317871
	Iteration 6Q: 3 clusters Score -1451103 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1451506.000000 Penalty: 4654.317871
	Iteration 7Q: 3 clusters Score -1451506 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1451834.875000 Penalty: 4654.317871
	Iteration 8Q: 3 clusters Score -1451835 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1452130.750000 Penalty: 4654.317871
	Iteration 9Q: 3 clusters Score -1452131 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1452405.375000 Penalty: 4654.317871
	Iteration 10Q: 3 clusters Score -1452405 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1452599.625000 Penalty: 4654.317871
	Iteration 11Q: 3 clusters Score -1452600 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1452744.125000 Penalty: 4654.317871
	Iteration 12Q: 3 clusters Score -1452744 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1452866.875000 Penalty: 4654.317871
	Iteration 13Q: 3 clusters Score -1452867 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1452947.500000 Penalty: 4654.317871
	Iteration 14Q: 3 clusters Score -1452948 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1453015.250000 Penalty: 4654.317871
	Iteration 15Q: 3 clusters Score -1453015 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1453066.500000 Penalty: 4654.317871
	Iteration 16Q: 3 clusters Score -1453066 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1453123.625000 Penalty: 4654.317871
	Iteration 17Q: 3 clusters Score -1453124 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1453176.500000 Penalty: 4654.317871
	Iteration 18Q: 3 clusters Score -1453176 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1453230.875000 Penalty: 4654.317871
	Iteration 19Q: 3 clusters Score -1453231 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1453279.000000 Penalty: 4654.317871
	Iteration 20F: 3 clusters Score -1453279 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1453326.875000 Penalty: 4654.317871
	Iteration 21Q: 3 clusters Score -1453327 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1453387.625000 Penalty: 4654.317871
	Iteration 22Q: 3 clusters Score -1453388 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1453434.500000 Penalty: 4654.317871
	Iteration 23Q: 3 clusters Score -1453434 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1453469.125000 Penalty: 4654.317871
	Iteration 24Q: 3 clusters Score -1453469 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1453492.500000 Penalty: 4654.317871
	Iteration 25Q: 3 clusters Score -1453492 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1453521.125000 Penalty: 4654.317871
	Iteration 26Q: 3 clusters Score -1453521 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1453547.625000 Penalty: 4654.317871
	Iteration 27Q: 3 clusters Score -1453548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1453575.625000 Penalty: 4654.317871
	Iteration 28Q: 3 clusters Score -1453576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1453601.000000 Penalty: 4654.317871
	Iteration 29Q: 3 clusters Score -1453601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1453617.750000 Penalty: 4654.317871
	Iteration 30Q: 3 clusters Score -1453618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1453636.875000 Penalty: 4654.317871
	Iteration 31Q: 3 clusters Score -1453637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1453652.375000 Penalty: 4654.317871
	Iteration 32Q: 3 clusters Score -1453652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1453661.375000 Penalty: 4654.317871
	Iteration 33Q: 3 clusters Score -1453661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1453672.000000 Penalty: 4654.317871
	Iteration 34Q: 3 clusters Score -1453672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1453676.625000 Penalty: 4654.317871
	Iteration 35Q: 3 clusters Score -1453677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1453686.875000 Penalty: 4654.317871
	Iteration 36Q: 3 clusters Score -1453687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1453691.625000 Penalty: 4654.317871
	Iteration 37Q: 3 clusters Score -1453692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1453696.625000 Penalty: 4654.317871
	Iteration 38Q: 3 clusters Score -1453697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1453706.250000 Penalty: 4654.317871
	Iteration 39Q: 3 clusters Score -1453706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1453713.375000 Penalty: 4654.317871
	Iteration 40F: 3 clusters Score -1453713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1453715.875000 Penalty: 4654.317871
	Iteration 41Q: 3 clusters Score -1453716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1453718.250000 Penalty: 4654.317871
	Iteration 42Q: 3 clusters Score -1453718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1453727.750000 Penalty: 4654.317871
	Iteration 43Q: 3 clusters Score -1453728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1453737.625000 Penalty: 4654.317871
	Iteration 44Q: 3 clusters Score -1453738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1453740.500000 Penalty: 4654.317871
	Iteration 45Q: 3 clusters Score -1453740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1453747.625000 Penalty: 4654.317871
	Iteration 46Q: 3 clusters Score -1453748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1453747.375000 Penalty: 4654.317871
	Iteration 47Q: 3 clusters Score -1453747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1453750.250000 Penalty: 4654.317871
	Iteration 48Q: 3 clusters Score -1453750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1453749.875000 Penalty: 4654.317871
	Iteration 49Q: 3 clusters Score -1453750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1453753.125000 Penalty: 4654.317871
	Iteration 50Q: 3 clusters Score -1453753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1453753.250000 Penalty: 4654.317871
	Iteration 51Q: 3 clusters Score -1453753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1453756.625000 Penalty: 4654.317871
	Iteration 52Q: 3 clusters Score -1453757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1453756.750000 Penalty: 4654.317871
	Iteration 53Q: 3 clusters Score -1453757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1453756.125000 Penalty: 4654.317871
	Iteration 54Q: 3 clusters Score -1453756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1453754.500000 Penalty: 4654.317871
	Iteration 55Q: 3 clusters Score -1453754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1453756.250000 Penalty: 4654.317871
	Iteration 56Q: 3 clusters Score -1453756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1453756.250000 Penalty: 4654.317871
	Iteration 57F: 3 clusters Score -1453756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Entering Unmasked Estep 
Score: -3462927.250000 Penalty: 2525.480713
	Iteration 0F: 2 clusters Score -3462927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -3444794.500000 Penalty: 5050.961426
	Iteration 0F: 3 clusters Score -3444794 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3451023.000000 Penalty: 5050.961426
	Iteration 1F: 3 clusters Score -3451023 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -3451584.750000 Penalty: 5050.961426
	Iteration 2F: 3 clusters Score -3451585 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3452259.500000 Penalty: 5050.961426
	Iteration 3F: 3 clusters Score -3452260 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3453313.000000 Penalty: 5050.961426
	Iteration 4F: 3 clusters Score -3453313 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -3454544.000000 Penalty: 5050.961426
	Iteration 5F: 3 clusters Score -3454544 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -3455628.000000 Penalty: 5050.961426
	Iteration 6F: 3 clusters Score -3455628 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3456461.750000 Penalty: 5050.961426
	Iteration 7F: 3 clusters Score -3456462 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -3457076.750000 Penalty: 5050.961426
	Iteration 8F: 3 clusters Score -3457077 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -3457535.250000 Penalty: 5050.961426
	Iteration 9Q: 3 clusters Score -3457535 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -3457921.500000 Penalty: 5050.961426
	Iteration 10Q: 3 clusters Score -3457922 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -3458238.500000 Penalty: 5050.961426
	Iteration 11Q: 3 clusters Score -3458238 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3458453.500000 Penalty: 5050.961426
	Iteration 12Q: 3 clusters Score -3458454 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -3458592.500000 Penalty: 5050.961426
	Iteration 13Q: 3 clusters Score -3458592 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -3458729.500000 Penalty: 5050.961426
	Iteration 14Q: 3 clusters Score -3458730 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3458824.250000 Penalty: 5050.961426
	Iteration 15Q: 3 clusters Score -3458824 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -3458898.500000 Penalty: 5050.961426
	Iteration 16Q: 3 clusters Score -3458898 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3458946.000000 Penalty: 5050.961426
	Iteration 17Q: 3 clusters Score -3458946 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -3459003.250000 Penalty: 5050.961426
	Iteration 18Q: 3 clusters Score -3459003 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3459050.250000 Penalty: 5050.961426
	Iteration 19Q: 3 clusters Score -3459050 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3459079.750000 Penalty: 5050.961426
	Iteration 20F: 3 clusters Score -3459080 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3459096.000000 Penalty: 5050.961426
	Iteration 21Q: 3 clusters Score -3459096 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3459138.500000 Penalty: 5050.961426
	Iteration 22Q: 3 clusters Score -3459138 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -3459169.500000 Penalty: 5050.961426
	Iteration 23Q: 3 clusters Score -3459170 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -3459212.000000 Penalty: 5050.961426
	Iteration 24Q: 3 clusters Score -3459212 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3459226.500000 Penalty: 5050.961426
	Iteration 25Q: 3 clusters Score -3459226 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -3459267.000000 Penalty: 5050.961426
	Iteration 26Q: 3 clusters Score -3459267 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3459281.000000 Penalty: 5050.961426
	Iteration 27Q: 3 clusters Score -3459281 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3459300.750000 Penalty: 5050.961426
	Iteration 28Q: 3 clusters Score -3459301 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -3459321.750000 Penalty: 5050.961426
	Iteration 29Q: 3 clusters Score -3459322 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3459334.750000 Penalty: 5050.961426
	Iteration 30Q: 3 clusters Score -3459335 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -3459360.500000 Penalty: 5050.961426
	Iteration 31Q: 3 clusters Score -3459360 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3459364.000000 Penalty: 5050.961426
	Iteration 32Q: 3 clusters Score -3459364 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -3459384.250000 Penalty: 5050.961426
	Iteration 33Q: 3 clusters Score -3459384 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3459394.000000 Penalty: 5050.961426
	Iteration 34Q: 3 clusters Score -3459394 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3459404.750000 Penalty: 5050.961426
	Iteration 35Q: 3 clusters Score -3459405 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -3459424.250000 Penalty: 5050.961426
	Iteration 36Q: 3 clusters Score -3459424 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3459426.250000 Penalty: 5050.961426
	Iteration 37Q: 3 clusters Score -3459426 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3459434.500000 Penalty: 5050.961426
	Iteration 38Q: 3 clusters Score -3459434 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3459432.500000 Penalty: 5050.961426
	Iteration 39Q: 3 clusters Score -3459432 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3459438.500000 Penalty: 5050.961426
	Iteration 40F: 3 clusters Score -3459438 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3459453.750000 Penalty: 5050.961426
	Iteration 41Q: 3 clusters Score -3459454 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -3459457.500000 Penalty: 5050.961426
	Iteration 42Q: 3 clusters Score -3459458 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3459469.750000 Penalty: 5050.961426
	Iteration 43Q: 3 clusters Score -3459470 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3459469.000000 Penalty: 5050.961426
	Iteration 44Q: 3 clusters Score -3459469 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3459477.500000 Penalty: 5050.961426
	Iteration 45Q: 3 clusters Score -3459478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -3459488.750000 Penalty: 5050.961426
	Iteration 46Q: 3 clusters Score -3459489 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -3459501.750000 Penalty: 5050.961426
	Iteration 47Q: 3 clusters Score -3459502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3459508.500000 Penalty: 5050.961426
	Iteration 48Q: 3 clusters Score -3459508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3459509.000000 Penalty: 5050.961426
	Iteration 49Q: 3 clusters Score -3459509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3459515.000000 Penalty: 5050.961426
	Iteration 50Q: 3 clusters Score -3459515 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3459514.750000 Penalty: 5050.961426
	Iteration 51Q: 3 clusters Score -3459515 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3459522.500000 Penalty: 5050.961426
	Iteration 52Q: 3 clusters Score -3459522 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3459526.250000 Penalty: 5050.961426
	Iteration 53Q: 3 clusters Score -3459526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3459532.500000 Penalty: 5050.961426
	Iteration 54Q: 3 clusters Score -3459532 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3459543.250000 Penalty: 5050.961426
	Iteration 55Q: 3 clusters Score -3459543 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3459555.250000 Penalty: 5050.961426
	Iteration 56Q: 3 clusters Score -3459555 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -3459565.250000 Penalty: 5050.961426
	Iteration 57Q: 3 clusters Score -3459565 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -3459578.000000 Penalty: 5050.961426
	Iteration 58Q: 3 clusters Score -3459578 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -3459592.500000 Penalty: 5050.961426
	Iteration 59Q: 3 clusters Score -3459592 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3459605.750000 Penalty: 5050.961426
	Iteration 60F: 3 clusters Score -3459606 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3459619.250000 Penalty: 5050.961426
	Iteration 61Q: 3 clusters Score -3459619 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -3459632.500000 Penalty: 5050.961426
	Iteration 62Q: 3 clusters Score -3459632 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3459634.750000 Penalty: 5050.961426
	Iteration 63Q: 3 clusters Score -3459635 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3459650.250000 Penalty: 5050.961426
	Iteration 64Q: 3 clusters Score -3459650 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -3459678.250000 Penalty: 5050.961426
	Iteration 65Q: 3 clusters Score -3459678 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -3459694.000000 Penalty: 5050.961426
	Iteration 66Q: 3 clusters Score -3459694 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3459728.750000 Penalty: 5050.961426
	Iteration 67Q: 3 clusters Score -3459729 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -3459756.500000 Penalty: 5050.961426
	Iteration 68Q: 3 clusters Score -3459756 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -3459811.500000 Penalty: 5050.961426
	Iteration 69Q: 3 clusters Score -3459812 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -3459841.250000 Penalty: 5050.961426
	Iteration 70Q: 3 clusters Score -3459841 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3459887.000000 Penalty: 5050.961426
	Iteration 71Q: 3 clusters Score -3459887 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -3459946.500000 Penalty: 5050.961426
	Iteration 72Q: 3 clusters Score -3459946 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -3460029.250000 Penalty: 5050.961426
	Iteration 73Q: 3 clusters Score -3460029 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -3460087.250000 Penalty: 5050.961426
	Iteration 74Q: 3 clusters Score -3460087 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -3460170.000000 Penalty: 5050.961426
	Iteration 75Q: 3 clusters Score -3460170 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -3460277.750000 Penalty: 5050.961426
	Iteration 76Q: 3 clusters Score -3460278 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -3460378.000000 Penalty: 5050.961426
	Iteration 77Q: 3 clusters Score -3460378 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3460488.500000 Penalty: 5050.961426
	Iteration 78Q: 3 clusters Score -3460488 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -3460581.000000 Penalty: 5050.961426
	Iteration 79Q: 3 clusters Score -3460581 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -3460674.000000 Penalty: 5050.961426
	Iteration 80F: 3 clusters Score -3460674 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3460798.750000 Penalty: 5050.961426
	Iteration 81Q: 3 clusters Score -3460799 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -3460925.250000 Penalty: 5050.961426
	Iteration 82Q: 3 clusters Score -3460925 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3461088.250000 Penalty: 5050.961426
	Iteration 83Q: 3 clusters Score -3461088 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3461244.250000 Penalty: 5050.961426
	Iteration 84Q: 3 clusters Score -3461244 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -3461403.000000 Penalty: 5050.961426
	Iteration 85Q: 3 clusters Score -3461403 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3461513.250000 Penalty: 5050.961426
	Iteration 86Q: 3 clusters Score -3461513 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -3461664.000000 Penalty: 5050.961426
	Iteration 87Q: 3 clusters Score -3461664 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -3461776.000000 Penalty: 5050.961426
	Iteration 88Q: 3 clusters Score -3461776 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3461884.250000 Penalty: 5050.961426
	Iteration 89Q: 3 clusters Score -3461884 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3462001.750000 Penalty: 5050.961426
	Iteration 90Q: 3 clusters Score -3462002 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -3462074.500000 Penalty: 5050.961426
	Iteration 91Q: 3 clusters Score -3462074 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -3462154.750000 Penalty: 5050.961426
	Iteration 92Q: 3 clusters Score -3462155 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -3462219.750000 Penalty: 5050.961426
	Iteration 93Q: 3 clusters Score -3462220 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -3462299.500000 Penalty: 5050.961426
	Iteration 94Q: 3 clusters Score -3462300 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3462356.250000 Penalty: 5050.961426
	Iteration 95Q: 3 clusters Score -3462356 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -3462391.500000 Penalty: 5050.961426
	Iteration 96Q: 3 clusters Score -3462392 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -3462429.000000 Penalty: 5050.961426
	Iteration 97Q: 3 clusters Score -3462429 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3462461.500000 Penalty: 5050.961426
	Iteration 98Q: 3 clusters Score -3462462 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3462488.750000 Penalty: 5050.961426
	Iteration 99Q: 3 clusters Score -3462489 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3462501.500000 Penalty: 5050.961426
	Iteration 100F: 3 clusters Score -3462502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3462515.750000 Penalty: 5050.961426
	Iteration 101Q: 3 clusters Score -3462516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3462522.750000 Penalty: 5050.961426
	Iteration 102Q: 3 clusters Score -3462523 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3462516.500000 Penalty: 5050.961426
	Iteration 103Q: 3 clusters Score -3462516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3462529.500000 Penalty: 5050.961426
	Iteration 104Q: 3 clusters Score -3462530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3462546.500000 Penalty: 5050.961426
	Iteration 105Q: 3 clusters Score -3462546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3462547.750000 Penalty: 5050.961426
	Iteration 106Q: 3 clusters Score -3462548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3462551.750000 Penalty: 5050.961426
	Iteration 107Q: 3 clusters Score -3462552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -3462558.750000 Penalty: 5050.961426
	Iteration 108Q: 3 clusters Score -3462559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -3462557.750000 Penalty: 5050.961426
	Iteration 109Q: 3 clusters Score -3462558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -3462555.750000 Penalty: 5050.961426
	Iteration 110Q: 3 clusters Score -3462556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3462556.500000 Penalty: 5050.961426
	Iteration 111Q: 3 clusters Score -3462556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3462564.750000 Penalty: 5050.961426
	Iteration 112Q: 3 clusters Score -3462565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -3462560.750000 Penalty: 5050.961426
	Iteration 113Q: 3 clusters Score -3462561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -3462558.250000 Penalty: 5050.961426
	Iteration 114Q: 3 clusters Score -3462558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3462558.000000 Penalty: 5050.961426
	Iteration 115Q: 3 clusters Score -3462558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3462559.000000 Penalty: 5050.961426
	Iteration 116Q: 3 clusters Score -3462559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3462561.250000 Penalty: 5050.961426
	Iteration 117Q: 3 clusters Score -3462561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3462568.750000 Penalty: 5050.961426
	Iteration 118Q: 3 clusters Score -3462569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3462564.250000 Penalty: 5050.961426
	Iteration 119Q: 3 clusters Score -3462564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3462566.500000 Penalty: 5050.961426
	Iteration 120F: 3 clusters Score -3462566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Entering Unmasked Estep 
Score: -654091.937500 Penalty: 2128.904053
	Iteration 0F: 2 clusters Score -654091.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -649365.187500 Penalty: 4257.808105
	Iteration 0F: 3 clusters Score -649365.2 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -650805.125000 Penalty: 4257.808105
	Iteration 1F: 3 clusters Score -650805.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -651313.562500 Penalty: 4257.808105
	Iteration 2F: 3 clusters Score -651313.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -651737.312500 Penalty: 4257.808105
	Iteration 3F: 3 clusters Score -651737.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -652095.500000 Penalty: 4257.808105
	Iteration 4F: 3 clusters Score -652095.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -652362.562500 Penalty: 4257.808105
	Iteration 5F: 3 clusters Score -652362.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -652525.625000 Penalty: 4257.808105
	Iteration 6Q: 3 clusters Score -652525.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -652661.437500 Penalty: 4257.808105
	Iteration 7Q: 3 clusters Score -652661.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -652757.687500 Penalty: 4257.808105
	Iteration 8Q: 3 clusters Score -652757.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -652826.687500 Penalty: 4257.808105
	Iteration 9Q: 3 clusters Score -652826.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -652879.375000 Penalty: 4257.808105
	Iteration 10Q: 3 clusters Score -652879.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -652933.937500 Penalty: 4257.808105
	Iteration 11Q: 3 clusters Score -652933.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -652981.375000 Penalty: 4257.808105
	Iteration 12Q: 3 clusters Score -652981.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -653028.000000 Penalty: 4257.808105
	Iteration 13Q: 3 clusters Score -653028 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -653071.187500 Penalty: 4257.808105
	Iteration 14Q: 3 clusters Score -653071.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -653135.687500 Penalty: 4257.808105
	Iteration 15Q: 3 clusters Score -653135.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -653186.187500 Penalty: 4257.808105
	Iteration 16Q: 3 clusters Score -653186.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -653213.187500 Penalty: 4257.808105
	Iteration 17Q: 3 clusters Score -653213.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -653231.062500 Penalty: 4257.808105
	Iteration 18Q: 3 clusters Score -653231.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -653244.062500 Penalty: 4257.808105
	Iteration 19Q: 3 clusters Score -653244.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -653251.187500 Penalty: 4257.808105
	Iteration 20F: 3 clusters Score -653251.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -653258.062500 Penalty: 4257.808105
	Iteration 21Q: 3 clusters Score -653258.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -653264.000000 Penalty: 4257.808105
	Iteration 22Q: 3 clusters Score -653264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -653267.062500 Penalty: 4257.808105
	Iteration 23Q: 3 clusters Score -653267.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -653268.187500 Penalty: 4257.808105
	Iteration 24Q: 3 clusters Score -653268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -653270.000000 Penalty: 4257.808105
	Iteration 25Q: 3 clusters Score -653270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -653270.000000 Penalty: 4257.808105
	Iteration 26F: 3 clusters Score -653270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (125901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125901 members 
Entering Unmasked Estep 
Score: -16589949.000000 Penalty: 2912.326172
	Iteration 0F: 2 clusters Score -1.658995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62893 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -16505609.000000 Penalty: 5824.652344
	Iteration 0F: 3 clusters Score -1.650561e+07 nChanged 59889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 62989 members 
Entering Unmasked Estep 
Score: -16539649.000000 Penalty: 5824.652344
	Iteration 1F: 3 clusters Score -1.653965e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62931 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -16540236.000000 Penalty: 5824.652344
	Iteration 2Q: 3 clusters Score -1.654024e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
Score: -16540811.000000 Penalty: 5824.652344
	Iteration 3Q: 3 clusters Score -1.654081e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62784 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -16541369.000000 Penalty: 5824.652344
	Iteration 4Q: 3 clusters Score -1.654137e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62619 members 
Mstep: Class 2 contains 63282 members 
Entering Unmasked Estep 
Score: -16542035.000000 Penalty: 5824.652344
	Iteration 5Q: 3 clusters Score -1.654204e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62420 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -16542675.000000 Penalty: 5824.652344
	Iteration 6Q: 3 clusters Score -1.654268e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62129 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -16543478.000000 Penalty: 5824.652344
	Iteration 7Q: 3 clusters Score -1.654348e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61772 members 
Mstep: Class 2 contains 64129 members 
Entering Unmasked Estep 
Score: -16544444.000000 Penalty: 5824.652344
	Iteration 8Q: 3 clusters Score -1.654444e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61205 members 
Mstep: Class 2 contains 64696 members 
Entering Unmasked Estep 
Score: -16545573.000000 Penalty: 5824.652344
	Iteration 9Q: 3 clusters Score -1.654557e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60411 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -16547098.000000 Penalty: 5824.652344
	Iteration 10Q: 3 clusters Score -1.65471e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59363 members 
Mstep: Class 2 contains 66538 members 
Entering Unmasked Estep 
Score: -16549244.000000 Penalty: 5824.652344
	Iteration 11Q: 3 clusters Score -1.654924e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
Score: -16552168.000000 Penalty: 5824.652344
	Iteration 12Q: 3 clusters Score -1.655217e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 69027 members 
Entering Unmasked Estep 
Score: -16555959.000000 Penalty: 5824.652344
	Iteration 13F: 3 clusters Score -1.655596e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 70288 members 
Entering Unmasked Estep 
Score: -16560287.000000 Penalty: 5824.652344
	Iteration 14F: 3 clusters Score -1.656029e+07 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 71348 members 
Entering Unmasked Estep 
Score: -16563889.000000 Penalty: 5824.652344
	Iteration 15F: 3 clusters Score -1.656389e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 72291 members 
Entering Unmasked Estep 
Score: -16565659.000000 Penalty: 5824.652344
	Iteration 16Q: 3 clusters Score -1.656566e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52656 members 
Mstep: Class 2 contains 73245 members 
Entering Unmasked Estep 
Score: -16566284.000000 Penalty: 5824.652344
	Iteration 17Q: 3 clusters Score -1.656628e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 74208 members 
Entering Unmasked Estep 
Score: -16566600.000000 Penalty: 5824.652344
	Iteration 18Q: 3 clusters Score -1.65666e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 75276 members 
Entering Unmasked Estep 
Score: -16566870.000000 Penalty: 5824.652344
	Iteration 19Q: 3 clusters Score -1.656687e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 76429 members 
Entering Unmasked Estep 
Score: -16567109.000000 Penalty: 5824.652344
	Iteration 20F: 3 clusters Score -1.656711e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 77648 members 
Entering Unmasked Estep 
Score: -16567393.000000 Penalty: 5824.652344
	Iteration 21Q: 3 clusters Score -1.656739e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 78914 members 
Entering Unmasked Estep 
Score: -16567769.000000 Penalty: 5824.652344
	Iteration 22Q: 3 clusters Score -1.656777e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 80269 members 
Entering Unmasked Estep 
Score: -16568051.000000 Penalty: 5824.652344
	Iteration 23Q: 3 clusters Score -1.656805e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 81725 members 
Entering Unmasked Estep 
Score: -16568336.000000 Penalty: 5824.652344
	Iteration 24Q: 3 clusters Score -1.656834e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 83339 members 
Entering Unmasked Estep 
Score: -16568740.000000 Penalty: 5824.652344
	Iteration 25Q: 3 clusters Score -1.656874e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 85049 members 
Entering Unmasked Estep 
Score: -16569136.000000 Penalty: 5824.652344
	Iteration 26Q: 3 clusters Score -1.656914e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 86898 members 
Entering Unmasked Estep 
Score: -16569675.000000 Penalty: 5824.652344
	Iteration 27Q: 3 clusters Score -1.656968e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 88929 members 
Entering Unmasked Estep 
Score: -16570441.000000 Penalty: 5824.652344
	Iteration 28Q: 3 clusters Score -1.657044e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 91000 members 
Entering Unmasked Estep 
Score: -16571066.000000 Penalty: 5824.652344
	Iteration 29Q: 3 clusters Score -1.657107e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 93139 members 
Entering Unmasked Estep 
Score: -16571879.000000 Penalty: 5824.652344
	Iteration 30Q: 3 clusters Score -1.657188e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 95342 members 
Entering Unmasked Estep 
Score: -16572597.000000 Penalty: 5824.652344
	Iteration 31Q: 3 clusters Score -1.65726e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 97533 members 
Entering Unmasked Estep 
Score: -16573533.000000 Penalty: 5824.652344
	Iteration 32Q: 3 clusters Score -1.657353e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 99759 members 
Entering Unmasked Estep 
Score: -16574452.000000 Penalty: 5824.652344
	Iteration 33Q: 3 clusters Score -1.657445e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 102013 members 
Entering Unmasked Estep 
Score: -16575563.000000 Penalty: 5824.652344
	Iteration 34Q: 3 clusters Score -1.657556e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 104291 members 
Entering Unmasked Estep 
Score: -16576687.000000 Penalty: 5824.652344
	Iteration 35Q: 3 clusters Score -1.657669e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 106532 members 
Entering Unmasked Estep 
Score: -16578042.000000 Penalty: 5824.652344
	Iteration 36Q: 3 clusters Score -1.657804e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 108593 members 
Entering Unmasked Estep 
Score: -16579303.000000 Penalty: 5824.652344
	Iteration 37Q: 3 clusters Score -1.65793e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 110512 members 
Entering Unmasked Estep 
Score: -16580576.000000 Penalty: 5824.652344
	Iteration 38Q: 3 clusters Score -1.658058e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 112189 members 
Entering Unmasked Estep 
Score: -16581695.000000 Penalty: 5824.652344
	Iteration 39Q: 3 clusters Score -1.65817e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 113510 members 
Entering Unmasked Estep 
Score: -16582413.000000 Penalty: 5824.652344
	Iteration 40F: 3 clusters Score -1.658241e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 114698 members 
Entering Unmasked Estep 
Score: -16583119.000000 Penalty: 5824.652344
	Iteration 41Q: 3 clusters Score -1.658312e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 115768 members 
Entering Unmasked Estep 
Score: -16583685.000000 Penalty: 5824.652344
	Iteration 42Q: 3 clusters Score -1.658368e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 116636 members 
Entering Unmasked Estep 
Score: -16584122.000000 Penalty: 5824.652344
	Iteration 43Q: 3 clusters Score -1.658412e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 117406 members 
Entering Unmasked Estep 
Score: -16584461.000000 Penalty: 5824.652344
	Iteration 44Q: 3 clusters Score -1.658446e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 118088 members 
Entering Unmasked Estep 
Score: -16584731.000000 Penalty: 5824.652344
	Iteration 45Q: 3 clusters Score -1.658473e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 118714 members 
Entering Unmasked Estep 
Score: -16585014.000000 Penalty: 5824.652344
	Iteration 46Q: 3 clusters Score -1.658501e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 119280 members 
Entering Unmasked Estep 
Score: -16585224.000000 Penalty: 5824.652344
	Iteration 47Q: 3 clusters Score -1.658522e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 119778 members 
Entering Unmasked Estep 
Score: -16585374.000000 Penalty: 5824.652344
	Iteration 48Q: 3 clusters Score -1.658537e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 120216 members 
Entering Unmasked Estep 
Score: -16585570.000000 Penalty: 5824.652344
	Iteration 49Q: 3 clusters Score -1.658557e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 120609 members 
Entering Unmasked Estep 
Score: -16585675.000000 Penalty: 5824.652344
	Iteration 50Q: 3 clusters Score -1.658568e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 120970 members 
Entering Unmasked Estep 
Score: -16585827.000000 Penalty: 5824.652344
	Iteration 51Q: 3 clusters Score -1.658583e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 121293 members 
Entering Unmasked Estep 
Score: -16585912.000000 Penalty: 5824.652344
	Iteration 52Q: 3 clusters Score -1.658591e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 121581 members 
Entering Unmasked Estep 
Score: -16586081.000000 Penalty: 5824.652344
	Iteration 53Q: 3 clusters Score -1.658608e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 121842 members 
Entering Unmasked Estep 
Score: -16586167.000000 Penalty: 5824.652344
	Iteration 54Q: 3 clusters Score -1.658617e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 122092 members 
Entering Unmasked Estep 
Score: -16586181.000000 Penalty: 5824.652344
	Iteration 55Q: 3 clusters Score -1.658618e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 122332 members 
Entering Unmasked Estep 
Score: -16586252.000000 Penalty: 5824.652344
	Iteration 56Q: 3 clusters Score -1.658625e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 122552 members 
Entering Unmasked Estep 
Score: -16586328.000000 Penalty: 5824.652344
	Iteration 57Q: 3 clusters Score -1.658633e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 122757 members 
Entering Unmasked Estep 
Score: -16586381.000000 Penalty: 5824.652344
	Iteration 58Q: 3 clusters Score -1.658638e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 122932 members 
Entering Unmasked Estep 
Score: -16586458.000000 Penalty: 5824.652344
	Iteration 59Q: 3 clusters Score -1.658646e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 123097 members 
Entering Unmasked Estep 
Score: -16586531.000000 Penalty: 5824.652344
	Iteration 60F: 3 clusters Score -1.658653e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 123277 members 
Entering Unmasked Estep 
Score: -16586621.000000 Penalty: 5824.652344
	Iteration 61Q: 3 clusters Score -1.658662e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 123435 members 
Entering Unmasked Estep 
Score: -16586693.000000 Penalty: 5824.652344
	Iteration 62Q: 3 clusters Score -1.658669e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 123590 members 
Entering Unmasked Estep 
Score: -16586754.000000 Penalty: 5824.652344
	Iteration 63Q: 3 clusters Score -1.658675e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 123729 members 
Entering Unmasked Estep 
Score: -16586774.000000 Penalty: 5824.652344
	Iteration 64Q: 3 clusters Score -1.658677e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 123864 members 
Entering Unmasked Estep 
Score: -16586828.000000 Penalty: 5824.652344
	Iteration 65Q: 3 clusters Score -1.658683e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 123974 members 
Entering Unmasked Estep 
Score: -16586864.000000 Penalty: 5824.652344
	Iteration 66Q: 3 clusters Score -1.658686e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 124067 members 
Entering Unmasked Estep 
Score: -16586917.000000 Penalty: 5824.652344
	Iteration 67Q: 3 clusters Score -1.658692e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 124154 members 
Entering Unmasked Estep 
Score: -16586972.000000 Penalty: 5824.652344
	Iteration 68Q: 3 clusters Score -1.658697e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 124239 members 
Entering Unmasked Estep 
Score: -16586990.000000 Penalty: 5824.652344
	Iteration 69Q: 3 clusters Score -1.658699e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 124322 members 
Entering Unmasked Estep 
Score: -16587057.000000 Penalty: 5824.652344
	Iteration 70Q: 3 clusters Score -1.658706e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 124392 members 
Entering Unmasked Estep 
Score: -16587068.000000 Penalty: 5824.652344
	Iteration 71Q: 3 clusters Score -1.658707e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 124462 members 
Entering Unmasked Estep 
Score: -16587091.000000 Penalty: 5824.652344
	Iteration 72Q: 3 clusters Score -1.658709e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 124521 members 
Entering Unmasked Estep 
Score: -16587115.000000 Penalty: 5824.652344
	Iteration 73Q: 3 clusters Score -1.658712e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 124575 members 
Entering Unmasked Estep 
Score: -16587125.000000 Penalty: 5824.652344
	Iteration 74Q: 3 clusters Score -1.658712e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 124626 members 
Entering Unmasked Estep 
Score: -16587166.000000 Penalty: 5824.652344
	Iteration 75Q: 3 clusters Score -1.658717e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 124678 members 
Entering Unmasked Estep 
Score: -16587184.000000 Penalty: 5824.652344
	Iteration 76Q: 3 clusters Score -1.658718e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 124728 members 
Entering Unmasked Estep 
Score: -16587200.000000 Penalty: 5824.652344
	Iteration 77Q: 3 clusters Score -1.65872e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 124766 members 
Entering Unmasked Estep 
Score: -16587227.000000 Penalty: 5824.652344
	Iteration 78Q: 3 clusters Score -1.658723e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 124798 members 
Entering Unmasked Estep 
Score: -16587253.000000 Penalty: 5824.652344
	Iteration 79Q: 3 clusters Score -1.658725e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 124819 members 
Entering Unmasked Estep 
Score: -16587274.000000 Penalty: 5824.652344
	Iteration 80F: 3 clusters Score -1.658727e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 124844 members 
Entering Unmasked Estep 
Score: -16587277.000000 Penalty: 5824.652344
	Iteration 81Q: 3 clusters Score -1.658728e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 124864 members 
Entering Unmasked Estep 
Score: -16587318.000000 Penalty: 5824.652344
	Iteration 82Q: 3 clusters Score -1.658732e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 124884 members 
Entering Unmasked Estep 
Score: -16587311.000000 Penalty: 5824.652344
	Iteration 83Q: 3 clusters Score -1.658731e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 124901 members 
Entering Unmasked Estep 
Score: -16587333.000000 Penalty: 5824.652344
	Iteration 84Q: 3 clusters Score -1.658733e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 124918 members 
Entering Unmasked Estep 
Score: -16587337.000000 Penalty: 5824.652344
	Iteration 85Q: 3 clusters Score -1.658734e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 124937 members 
Entering Unmasked Estep 
Score: -16587371.000000 Penalty: 5824.652344
	Iteration 86Q: 3 clusters Score -1.658737e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 124954 members 
Entering Unmasked Estep 
Score: -16587371.000000 Penalty: 5824.652344
	Iteration 87Q: 3 clusters Score -1.658737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 124965 members 
Entering Unmasked Estep 
Score: -16587359.000000 Penalty: 5824.652344
	Iteration 88Q: 3 clusters Score -1.658736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 124977 members 
Entering Unmasked Estep 
Score: -16587379.000000 Penalty: 5824.652344
	Iteration 89Q: 3 clusters Score -1.658738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 124986 members 
Entering Unmasked Estep 
Score: -16587395.000000 Penalty: 5824.652344
	Iteration 90Q: 3 clusters Score -1.65874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 124991 members 
Entering Unmasked Estep 
Score: -16587393.000000 Penalty: 5824.652344
	Iteration 91Q: 3 clusters Score -1.658739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 125001 members 
Entering Unmasked Estep 
Score: -16587377.000000 Penalty: 5824.652344
	Iteration 92Q: 3 clusters Score -1.658738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 125008 members 
Entering Unmasked Estep 
Score: -16587392.000000 Penalty: 5824.652344
	Iteration 93Q: 3 clusters Score -1.658739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 125009 members 
Entering Unmasked Estep 
Score: -16587392.000000 Penalty: 5824.652344
	Iteration 94Q: 3 clusters Score -1.658739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 125013 members 
Entering Unmasked Estep 
Score: -16587386.000000 Penalty: 5824.652344
	Iteration 95Q: 3 clusters Score -1.658739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 125016 members 
Entering Unmasked Estep 
Score: -16587396.000000 Penalty: 5824.652344
	Iteration 96Q: 3 clusters Score -1.65874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 125019 members 
Entering Unmasked Estep 
Score: -16587386.000000 Penalty: 5824.652344
	Iteration 97Q: 3 clusters Score -1.658739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 125023 members 
Entering Unmasked Estep 
Score: -16587391.000000 Penalty: 5824.652344
	Iteration 98Q: 3 clusters Score -1.658739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 125026 members 
Entering Unmasked Estep 
Score: -16587389.000000 Penalty: 5824.652344
	Iteration 99Q: 3 clusters Score -1.658739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 125032 members 
Entering Unmasked Estep 
Score: -16587395.000000 Penalty: 5824.652344
	Iteration 100F: 3 clusters Score -1.65874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 125038 members 
Entering Unmasked Estep 
Score: -16587413.000000 Penalty: 5824.652344
	Iteration 101Q: 3 clusters Score -1.658741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 125040 members 
Entering Unmasked Estep 
Score: -16587416.000000 Penalty: 5824.652344
	Iteration 102Q: 3 clusters Score -1.658742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 125042 members 
Entering Unmasked Estep 
Score: -16587423.000000 Penalty: 5824.652344
	Iteration 103Q: 3 clusters Score -1.658742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 125047 members 
Entering Unmasked Estep 
Score: -16587420.000000 Penalty: 5824.652344
	Iteration 104Q: 3 clusters Score -1.658742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 125056 members 
Entering Unmasked Estep 
Score: -16587430.000000 Penalty: 5824.652344
	Iteration 105Q: 3 clusters Score -1.658743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 125062 members 
Entering Unmasked Estep 
Score: -16587437.000000 Penalty: 5824.652344
	Iteration 106Q: 3 clusters Score -1.658744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 125067 members 
Entering Unmasked Estep 
Score: -16587431.000000 Penalty: 5824.652344
	Iteration 107Q: 3 clusters Score -1.658743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 125075 members 
Entering Unmasked Estep 
Score: -16587442.000000 Penalty: 5824.652344
	Iteration 108Q: 3 clusters Score -1.658744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 125076 members 
Entering Unmasked Estep 
Score: -16587448.000000 Penalty: 5824.652344
	Iteration 109Q: 3 clusters Score -1.658745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 125076 members 
Entering Unmasked Estep 
Score: -16587445.000000 Penalty: 5824.652344
	Iteration 110Q: 3 clusters Score -1.658744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 125076 members 
Entering Unmasked Estep 
Score: -16587447.000000 Penalty: 5824.652344
	Iteration 111Q: 3 clusters Score -1.658745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 125078 members 
Entering Unmasked Estep 
Score: -16587454.000000 Penalty: 5824.652344
	Iteration 112Q: 3 clusters Score -1.658745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 125079 members 
Entering Unmasked Estep 
Score: -16587454.000000 Penalty: 5824.652344
	Iteration 113Q: 3 clusters Score -1.658745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 125079 members 
Entering Unmasked Estep 
Score: -16587454.000000 Penalty: 5824.652344
	Iteration 114F: 3 clusters Score -1.658745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -85400.750000 Penalty: 1622.175415
	Iteration 0F: 2 clusters Score -85400.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83743.750000 Penalty: 3244.350830
	Iteration 0F: 3 clusters Score -83743.75 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -84016.703125 Penalty: 3244.350830
	Iteration 1F: 3 clusters Score -84016.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84109.890625 Penalty: 3244.350830
	Iteration 2F: 3 clusters Score -84109.89 nChanged 27
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: -84175.757812 Penalty: 3244.350830
	Iteration 3Q: 3 clusters Score -84175.76 nChanged 20
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: -84239.265625 Penalty: 3244.350830
	Iteration 4Q: 3 clusters Score -84239.27 nChanged 25
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: -84341.367188 Penalty: 3244.350830
	Iteration 5Q: 3 clusters Score -84341.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84466.406250 Penalty: 3244.350830
	Iteration 6Q: 3 clusters Score -84466.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84586.609375 Penalty: 3244.350830
	Iteration 7Q: 3 clusters Score -84586.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84630.867188 Penalty: 3244.350830
	Iteration 8Q: 3 clusters Score -84630.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84648.015625 Penalty: 3244.350830
	Iteration 9Q: 3 clusters Score -84648.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -84661.375000 Penalty: 3244.350830
	Iteration 10Q: 3 clusters Score -84661.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84668.531250 Penalty: 3244.350830
	Iteration 11Q: 3 clusters Score -84668.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84679.898438 Penalty: 3244.350830
	Iteration 12Q: 3 clusters Score -84679.9 nChanged 6
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: -84690.898438 Penalty: 3244.350830
	Iteration 13Q: 3 clusters Score -84690.9 nChanged 4
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: -84698.406250 Penalty: 3244.350830
	Iteration 14Q: 3 clusters Score -84698.41 nChanged 4
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: -84710.851562 Penalty: 3244.350830
	Iteration 15Q: 3 clusters Score -84710.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -84738.242188 Penalty: 3244.350830
	Iteration 16Q: 3 clusters Score -84738.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -84748.710938 Penalty: 3244.350830
	Iteration 17Q: 3 clusters Score -84748.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -84755.515625 Penalty: 3244.350830
	Iteration 18Q: 3 clusters Score -84755.52 nChanged 3
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: -84759.585938 Penalty: 3244.350830
	Iteration 19Q: 3 clusters Score -84759.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -84764.921875 Penalty: 3244.350830
	Iteration 20F: 3 clusters Score -84764.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -84765.992188 Penalty: 3244.350830
	Iteration 21Q: 3 clusters Score -84765.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -84765.992188 Penalty: 3244.350830
	Iteration 22F: 3 clusters Score -84765.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -23365.951172 Penalty: 1328.433472
	Iteration 0F: 2 clusters Score -23365.95 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 103 members 
Entering Unmasked Estep 
Score: -22383.476562 Penalty: 2656.866943
	Iteration 0F: 3 clusters Score -22383.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22472.109375 Penalty: 2656.866943
	Iteration 1F: 3 clusters Score -22472.11 nChanged 9
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: -22516.474609 Penalty: 2656.866943
	Iteration 2Q: 3 clusters Score -22516.47 nChanged 2
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: -22520.447266 Penalty: 2656.866943
	Iteration 3Q: 3 clusters Score -22520.45 nChanged 0
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: -22520.447266 Penalty: 2656.866943
	Iteration 4F: 3 clusters Score -22520.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Entering Unmasked Estep 
Score: -6066702.500000 Penalty: 2664.185059
	Iteration 0F: 2 clusters Score -6066702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -6035472.500000 Penalty: 5328.370117
	Iteration 0F: 3 clusters Score -6035472 nChanged 21403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -6047125.000000 Penalty: 5328.370117
	Iteration 1F: 3 clusters Score -6047125 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -6047619.000000 Penalty: 5328.370117
	Iteration 2Q: 3 clusters Score -6047619 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -6048167.000000 Penalty: 5328.370117
	Iteration 3Q: 3 clusters Score -6048167 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -6048766.500000 Penalty: 5328.370117
	Iteration 4Q: 3 clusters Score -6048766 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -6049567.500000 Penalty: 5328.370117
	Iteration 5Q: 3 clusters Score -6049568 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -6050753.500000 Penalty: 5328.370117
	Iteration 6F: 3 clusters Score -6050754 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -6052638.500000 Penalty: 5328.370117
	Iteration 7F: 3 clusters Score -6052638 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -6054836.500000 Penalty: 5328.370117
	Iteration 8F: 3 clusters Score -6054836 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -6057338.500000 Penalty: 5328.370117
	Iteration 9F: 3 clusters Score -6057338 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -6059414.500000 Penalty: 5328.370117
	Iteration 10F: 3 clusters Score -6059414 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -6060996.500000 Penalty: 5328.370117
	Iteration 11Q: 3 clusters Score -6060996 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -6062252.000000 Penalty: 5328.370117
	Iteration 12Q: 3 clusters Score -6062252 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -6063174.000000 Penalty: 5328.370117
	Iteration 13Q: 3 clusters Score -6063174 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -6063792.000000 Penalty: 5328.370117
	Iteration 14Q: 3 clusters Score -6063792 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -6064094.500000 Penalty: 5328.370117
	Iteration 15Q: 3 clusters Score -6064094 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -6064253.000000 Penalty: 5328.370117
	Iteration 16Q: 3 clusters Score -6064253 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -6064345.000000 Penalty: 5328.370117
	Iteration 17Q: 3 clusters Score -6064345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -6064408.500000 Penalty: 5328.370117
	Iteration 18Q: 3 clusters Score -6064408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -6064429.500000 Penalty: 5328.370117
	Iteration 19Q: 3 clusters Score -6064430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -6064443.500000 Penalty: 5328.370117
	Iteration 20F: 3 clusters Score -6064444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -6064467.500000 Penalty: 5328.370117
	Iteration 21Q: 3 clusters Score -6064468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -6064473.000000 Penalty: 5328.370117
	Iteration 22Q: 3 clusters Score -6064473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -6064482.000000 Penalty: 5328.370117
	Iteration 23Q: 3 clusters Score -6064482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -6064485.500000 Penalty: 5328.370117
	Iteration 24Q: 3 clusters Score -6064486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -6064484.500000 Penalty: 5328.370117
	Iteration 25Q: 3 clusters Score -6064484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -6064491.000000 Penalty: 5328.370117
	Iteration 26Q: 3 clusters Score -6064491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -6064488.000000 Penalty: 5328.370117
	Iteration 27Q: 3 clusters Score -6064488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -6064490.500000 Penalty: 5328.370117
	Iteration 28Q: 3 clusters Score -6064490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -6064495.000000 Penalty: 5328.370117
	Iteration 29Q: 3 clusters Score -6064495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -6064495.000000 Penalty: 5328.370117
	Iteration 30Q: 3 clusters Score -6064495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -6064498.000000 Penalty: 5328.370117
	Iteration 31Q: 3 clusters Score -6064498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -6064497.500000 Penalty: 5328.370117
	Iteration 32Q: 3 clusters Score -6064498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -6064500.500000 Penalty: 5328.370117
	Iteration 33Q: 3 clusters Score -6064500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -6064500.500000 Penalty: 5328.370117
	Iteration 34F: 3 clusters Score -6064500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Entering Unmasked Estep 
Score: -2411209.750000 Penalty: 2437.279541
	Iteration 0F: 2 clusters Score -2411210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2398006.750000 Penalty: 4874.559082
	Iteration 0F: 3 clusters Score -2398007 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2402551.000000 Penalty: 4874.559082
	Iteration 1F: 3 clusters Score -2402551 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2403124.750000 Penalty: 4874.559082
	Iteration 2F: 3 clusters Score -2403125 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2403686.500000 Penalty: 4874.559082
	Iteration 3F: 3 clusters Score -2403686 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2404293.250000 Penalty: 4874.559082
	Iteration 4F: 3 clusters Score -2404293 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2404892.250000 Penalty: 4874.559082
	Iteration 5F: 3 clusters Score -2404892 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2405446.750000 Penalty: 4874.559082
	Iteration 6Q: 3 clusters Score -2405447 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2405912.250000 Penalty: 4874.559082
	Iteration 7Q: 3 clusters Score -2405912 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2406278.750000 Penalty: 4874.559082
	Iteration 8Q: 3 clusters Score -2406279 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2406615.000000 Penalty: 4874.559082
	Iteration 9Q: 3 clusters Score -2406615 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2406878.250000 Penalty: 4874.559082
	Iteration 10Q: 3 clusters Score -2406878 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2407081.000000 Penalty: 4874.559082
	Iteration 11Q: 3 clusters Score -2407081 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2407248.250000 Penalty: 4874.559082
	Iteration 12Q: 3 clusters Score -2407248 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -2407364.250000 Penalty: 4874.559082
	Iteration 13Q: 3 clusters Score -2407364 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2407458.750000 Penalty: 4874.559082
	Iteration 14Q: 3 clusters Score -2407459 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2407535.000000 Penalty: 4874.559082
	Iteration 15Q: 3 clusters Score -2407535 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2407589.000000 Penalty: 4874.559082
	Iteration 16Q: 3 clusters Score -2407589 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2407621.250000 Penalty: 4874.559082
	Iteration 17Q: 3 clusters Score -2407621 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2407639.500000 Penalty: 4874.559082
	Iteration 18Q: 3 clusters Score -2407640 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2407653.250000 Penalty: 4874.559082
	Iteration 19Q: 3 clusters Score -2407653 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2407670.000000 Penalty: 4874.559082
	Iteration 20F: 3 clusters Score -2407670 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2407682.000000 Penalty: 4874.559082
	Iteration 21Q: 3 clusters Score -2407682 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2407691.250000 Penalty: 4874.559082
	Iteration 22Q: 3 clusters Score -2407691 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2407705.250000 Penalty: 4874.559082
	Iteration 23Q: 3 clusters Score -2407705 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2407714.000000 Penalty: 4874.559082
	Iteration 24Q: 3 clusters Score -2407714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2407732.500000 Penalty: 4874.559082
	Iteration 25Q: 3 clusters Score -2407732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2407730.500000 Penalty: 4874.559082
	Iteration 26Q: 3 clusters Score -2407730 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2407732.250000 Penalty: 4874.559082
	Iteration 27Q: 3 clusters Score -2407732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2407744.500000 Penalty: 4874.559082
	Iteration 28Q: 3 clusters Score -2407744 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2407756.000000 Penalty: 4874.559082
	Iteration 29Q: 3 clusters Score -2407756 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2407768.500000 Penalty: 4874.559082
	Iteration 30Q: 3 clusters Score -2407768 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2407786.750000 Penalty: 4874.559082
	Iteration 31Q: 3 clusters Score -2407787 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2407788.000000 Penalty: 4874.559082
	Iteration 32Q: 3 clusters Score -2407788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2407797.250000 Penalty: 4874.559082
	Iteration 33Q: 3 clusters Score -2407797 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2407801.250000 Penalty: 4874.559082
	Iteration 34Q: 3 clusters Score -2407801 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2407812.000000 Penalty: 4874.559082
	Iteration 35Q: 3 clusters Score -2407812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2407812.500000 Penalty: 4874.559082
	Iteration 36Q: 3 clusters Score -2407812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2407825.500000 Penalty: 4874.559082
	Iteration 37Q: 3 clusters Score -2407826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2407835.250000 Penalty: 4874.559082
	Iteration 38Q: 3 clusters Score -2407835 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2407836.750000 Penalty: 4874.559082
	Iteration 39Q: 3 clusters Score -2407837 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2407846.750000 Penalty: 4874.559082
	Iteration 40F: 3 clusters Score -2407847 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2407859.250000 Penalty: 4874.559082
	Iteration 41Q: 3 clusters Score -2407859 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2407862.250000 Penalty: 4874.559082
	Iteration 42Q: 3 clusters Score -2407862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2407873.500000 Penalty: 4874.559082
	Iteration 43Q: 3 clusters Score -2407874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2407880.750000 Penalty: 4874.559082
	Iteration 44Q: 3 clusters Score -2407881 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2407889.500000 Penalty: 4874.559082
	Iteration 45Q: 3 clusters Score -2407890 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2407902.250000 Penalty: 4874.559082
	Iteration 46Q: 3 clusters Score -2407902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2407911.000000 Penalty: 4874.559082
	Iteration 47Q: 3 clusters Score -2407911 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2407918.250000 Penalty: 4874.559082
	Iteration 48Q: 3 clusters Score -2407918 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2407924.000000 Penalty: 4874.559082
	Iteration 49Q: 3 clusters Score -2407924 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2407933.250000 Penalty: 4874.559082
	Iteration 50Q: 3 clusters Score -2407933 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2407943.500000 Penalty: 4874.559082
	Iteration 51Q: 3 clusters Score -2407944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2407955.000000 Penalty: 4874.559082
	Iteration 52Q: 3 clusters Score -2407955 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2407963.250000 Penalty: 4874.559082
	Iteration 53Q: 3 clusters Score -2407963 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2407974.000000 Penalty: 4874.559082
	Iteration 54Q: 3 clusters Score -2407974 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2407989.750000 Penalty: 4874.559082
	Iteration 55Q: 3 clusters Score -2407990 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2408001.750000 Penalty: 4874.559082
	Iteration 56Q: 3 clusters Score -2408002 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2408009.000000 Penalty: 4874.559082
	Iteration 57Q: 3 clusters Score -2408009 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2408031.500000 Penalty: 4874.559082
	Iteration 58Q: 3 clusters Score -2408032 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2408051.000000 Penalty: 4874.559082
	Iteration 59Q: 3 clusters Score -2408051 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2408075.750000 Penalty: 4874.559082
	Iteration 60F: 3 clusters Score -2408076 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2408106.750000 Penalty: 4874.559082
	Iteration 61Q: 3 clusters Score -2408107 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2408127.500000 Penalty: 4874.559082
	Iteration 62Q: 3 clusters Score -2408128 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2408146.750000 Penalty: 4874.559082
	Iteration 63Q: 3 clusters Score -2408147 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2408173.000000 Penalty: 4874.559082
	Iteration 64Q: 3 clusters Score -2408173 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2408205.750000 Penalty: 4874.559082
	Iteration 65Q: 3 clusters Score -2408206 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2408237.750000 Penalty: 4874.559082
	Iteration 66Q: 3 clusters Score -2408238 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2408278.000000 Penalty: 4874.559082
	Iteration 67Q: 3 clusters Score -2408278 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2408318.000000 Penalty: 4874.559082
	Iteration 68Q: 3 clusters Score -2408318 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2408351.000000 Penalty: 4874.559082
	Iteration 69Q: 3 clusters Score -2408351 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2408386.250000 Penalty: 4874.559082
	Iteration 70Q: 3 clusters Score -2408386 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2408423.750000 Penalty: 4874.559082
	Iteration 71Q: 3 clusters Score -2408424 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2408464.750000 Penalty: 4874.559082
	Iteration 72Q: 3 clusters Score -2408465 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2408507.250000 Penalty: 4874.559082
	Iteration 73Q: 3 clusters Score -2408507 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2408543.500000 Penalty: 4874.559082
	Iteration 74Q: 3 clusters Score -2408544 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2408571.250000 Penalty: 4874.559082
	Iteration 75Q: 3 clusters Score -2408571 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2408622.500000 Penalty: 4874.559082
	Iteration 76Q: 3 clusters Score -2408622 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2408661.750000 Penalty: 4874.559082
	Iteration 77Q: 3 clusters Score -2408662 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2408713.750000 Penalty: 4874.559082
	Iteration 78Q: 3 clusters Score -2408714 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2408749.500000 Penalty: 4874.559082
	Iteration 79Q: 3 clusters Score -2408750 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2408794.750000 Penalty: 4874.559082
	Iteration 80F: 3 clusters Score -2408795 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2408832.750000 Penalty: 4874.559082
	Iteration 81Q: 3 clusters Score -2408833 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2408882.000000 Penalty: 4874.559082
	Iteration 82Q: 3 clusters Score -2408882 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2408925.250000 Penalty: 4874.559082
	Iteration 83Q: 3 clusters Score -2408925 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2408968.500000 Penalty: 4874.559082
	Iteration 84Q: 3 clusters Score -2408968 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2409001.500000 Penalty: 4874.559082
	Iteration 85Q: 3 clusters Score -2409002 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2409028.750000 Penalty: 4874.559082
	Iteration 86Q: 3 clusters Score -2409029 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2409073.500000 Penalty: 4874.559082
	Iteration 87Q: 3 clusters Score -2409074 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2409107.500000 Penalty: 4874.559082
	Iteration 88Q: 3 clusters Score -2409108 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2409130.000000 Penalty: 4874.559082
	Iteration 89Q: 3 clusters Score -2409130 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2409158.250000 Penalty: 4874.559082
	Iteration 90Q: 3 clusters Score -2409158 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2409184.750000 Penalty: 4874.559082
	Iteration 91Q: 3 clusters Score -2409185 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2409210.500000 Penalty: 4874.559082
	Iteration 92Q: 3 clusters Score -2409210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2409238.500000 Penalty: 4874.559082
	Iteration 93Q: 3 clusters Score -2409238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2409248.500000 Penalty: 4874.559082
	Iteration 94Q: 3 clusters Score -2409248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2409259.500000 Penalty: 4874.559082
	Iteration 95Q: 3 clusters Score -2409260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2409268.500000 Penalty: 4874.559082
	Iteration 96Q: 3 clusters Score -2409268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2409287.000000 Penalty: 4874.559082
	Iteration 97Q: 3 clusters Score -2409287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2409289.750000 Penalty: 4874.559082
	Iteration 98Q: 3 clusters Score -2409290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2409304.000000 Penalty: 4874.559082
	Iteration 99Q: 3 clusters Score -2409304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2409309.500000 Penalty: 4874.559082
	Iteration 100F: 3 clusters Score -2409310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2409310.000000 Penalty: 4874.559082
	Iteration 101Q: 3 clusters Score -2409310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2409316.250000 Penalty: 4874.559082
	Iteration 102Q: 3 clusters Score -2409316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2409318.750000 Penalty: 4874.559082
	Iteration 103Q: 3 clusters Score -2409319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2409328.750000 Penalty: 4874.559082
	Iteration 104Q: 3 clusters Score -2409329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2409330.000000 Penalty: 4874.559082
	Iteration 105Q: 3 clusters Score -2409330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2409333.750000 Penalty: 4874.559082
	Iteration 106Q: 3 clusters Score -2409334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2409336.000000 Penalty: 4874.559082
	Iteration 107Q: 3 clusters Score -2409336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2409341.750000 Penalty: 4874.559082
	Iteration 108Q: 3 clusters Score -2409342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2409348.500000 Penalty: 4874.559082
	Iteration 109Q: 3 clusters Score -2409348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2409360.000000 Penalty: 4874.559082
	Iteration 110Q: 3 clusters Score -2409360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2409370.000000 Penalty: 4874.559082
	Iteration 111Q: 3 clusters Score -2409370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2409370.750000 Penalty: 4874.559082
	Iteration 112Q: 3 clusters Score -2409371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2409377.250000 Penalty: 4874.559082
	Iteration 113Q: 3 clusters Score -2409377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2409391.500000 Penalty: 4874.559082
	Iteration 114Q: 3 clusters Score -2409392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2409398.000000 Penalty: 4874.559082
	Iteration 115Q: 3 clusters Score -2409398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2409405.250000 Penalty: 4874.559082
	Iteration 116Q: 3 clusters Score -2409405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2409417.250000 Penalty: 4874.559082
	Iteration 117Q: 3 clusters Score -2409417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2409417.000000 Penalty: 4874.559082
	Iteration 118Q: 3 clusters Score -2409417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2409421.750000 Penalty: 4874.559082
	Iteration 119Q: 3 clusters Score -2409422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2409434.250000 Penalty: 4874.559082
	Iteration 120F: 3 clusters Score -2409434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2409436.750000 Penalty: 4874.559082
	Iteration 121Q: 3 clusters Score -2409437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2409442.500000 Penalty: 4874.559082
	Iteration 122Q: 3 clusters Score -2409442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2409455.000000 Penalty: 4874.559082
	Iteration 123Q: 3 clusters Score -2409455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2409462.000000 Penalty: 4874.559082
	Iteration 124Q: 3 clusters Score -2409462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2409464.000000 Penalty: 4874.559082
	Iteration 125Q: 3 clusters Score -2409464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2409467.750000 Penalty: 4874.559082
	Iteration 126Q: 3 clusters Score -2409468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2409473.500000 Penalty: 4874.559082
	Iteration 127Q: 3 clusters Score -2409474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2409474.000000 Penalty: 4874.559082
	Iteration 128Q: 3 clusters Score -2409474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2409476.250000 Penalty: 4874.559082
	Iteration 129Q: 3 clusters Score -2409476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2409480.000000 Penalty: 4874.559082
	Iteration 130Q: 3 clusters Score -2409480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2409479.750000 Penalty: 4874.559082
	Iteration 131Q: 3 clusters Score -2409480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2409474.000000 Penalty: 4874.559082
	Iteration 132Q: 3 clusters Score -2409474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2409484.000000 Penalty: 4874.559082
	Iteration 133Q: 3 clusters Score -2409484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2409480.500000 Penalty: 4874.559082
	Iteration 134Q: 3 clusters Score -2409480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2409479.500000 Penalty: 4874.559082
	Iteration 135Q: 3 clusters Score -2409480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2409481.250000 Penalty: 4874.559082
	Iteration 136Q: 3 clusters Score -2409481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2409481.250000 Penalty: 4874.559082
	Iteration 137F: 3 clusters Score -2409481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Entering Unmasked Estep 
Score: -962651.000000 Penalty: 2225.925049
	Iteration 0F: 2 clusters Score -962651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -956322.312500 Penalty: 4451.850098
	Iteration 0F: 3 clusters Score -956322.3 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -958373.812500 Penalty: 4451.850098
	Iteration 1F: 3 clusters Score -958373.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -958933.562500 Penalty: 4451.850098
	Iteration 2F: 3 clusters Score -958933.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -959507.000000 Penalty: 4451.850098
	Iteration 3F: 3 clusters Score -959507 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -960017.312500 Penalty: 4451.850098
	Iteration 4F: 3 clusters Score -960017.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -960429.312500 Penalty: 4451.850098
	Iteration 5F: 3 clusters Score -960429.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -960680.375000 Penalty: 4451.850098
	Iteration 6Q: 3 clusters Score -960680.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -960865.875000 Penalty: 4451.850098
	Iteration 7Q: 3 clusters Score -960865.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -961015.187500 Penalty: 4451.850098
	Iteration 8Q: 3 clusters Score -961015.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -961146.812500 Penalty: 4451.850098
	Iteration 9Q: 3 clusters Score -961146.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -961265.625000 Penalty: 4451.850098
	Iteration 10Q: 3 clusters Score -961265.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -961357.750000 Penalty: 4451.850098
	Iteration 11Q: 3 clusters Score -961357.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -961418.875000 Penalty: 4451.850098
	Iteration 12Q: 3 clusters Score -961418.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -961465.937500 Penalty: 4451.850098
	Iteration 13Q: 3 clusters Score -961465.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -961504.062500 Penalty: 4451.850098
	Iteration 14Q: 3 clusters Score -961504.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -961531.875000 Penalty: 4451.850098
	Iteration 15Q: 3 clusters Score -961531.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -961554.937500 Penalty: 4451.850098
	Iteration 16Q: 3 clusters Score -961554.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -961572.812500 Penalty: 4451.850098
	Iteration 17Q: 3 clusters Score -961572.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -961586.500000 Penalty: 4451.850098
	Iteration 18Q: 3 clusters Score -961586.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -961600.500000 Penalty: 4451.850098
	Iteration 19Q: 3 clusters Score -961600.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -961608.750000 Penalty: 4451.850098
	Iteration 20F: 3 clusters Score -961608.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -961621.125000 Penalty: 4451.850098
	Iteration 21Q: 3 clusters Score -961621.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -961629.312500 Penalty: 4451.850098
	Iteration 22Q: 3 clusters Score -961629.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -961642.125000 Penalty: 4451.850098
	Iteration 23Q: 3 clusters Score -961642.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -961650.750000 Penalty: 4451.850098
	Iteration 24Q: 3 clusters Score -961650.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -961653.750000 Penalty: 4451.850098
	Iteration 25Q: 3 clusters Score -961653.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -961657.187500 Penalty: 4451.850098
	Iteration 26Q: 3 clusters Score -961657.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -961663.187500 Penalty: 4451.850098
	Iteration 27Q: 3 clusters Score -961663.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -961663.687500 Penalty: 4451.850098
	Iteration 28Q: 3 clusters Score -961663.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -961666.937500 Penalty: 4451.850098
	Iteration 29Q: 3 clusters Score -961666.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -961666.937500 Penalty: 4451.850098
	Iteration 30Q: 3 clusters Score -961666.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -961672.312500 Penalty: 4451.850098
	Iteration 31Q: 3 clusters Score -961672.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -961671.250000 Penalty: 4451.850098
	Iteration 32Q: 3 clusters Score -961671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -961673.250000 Penalty: 4451.850098
	Iteration 33Q: 3 clusters Score -961673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -961672.187500 Penalty: 4451.850098
	Iteration 34Q: 3 clusters Score -961672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -961675.062500 Penalty: 4451.850098
	Iteration 35Q: 3 clusters Score -961675.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -961674.375000 Penalty: 4451.850098
	Iteration 36Q: 3 clusters Score -961674.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -961675.562500 Penalty: 4451.850098
	Iteration 37Q: 3 clusters Score -961675.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -961676.250000 Penalty: 4451.850098
	Iteration 38Q: 3 clusters Score -961676.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -961675.687500 Penalty: 4451.850098
	Iteration 39Q: 3 clusters Score -961675.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -961676.062500 Penalty: 4451.850098
	Iteration 40F: 3 clusters Score -961676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -961675.062500 Penalty: 4451.850098
	Iteration 41Q: 3 clusters Score -961675.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -961675.375000 Penalty: 4451.850098
	Iteration 42Q: 3 clusters Score -961675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -961675.375000 Penalty: 4451.850098
	Iteration 43Q: 3 clusters Score -961675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -961675.000000 Penalty: 4451.850098
	Iteration 44Q: 3 clusters Score -961675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -961676.750000 Penalty: 4451.850098
	Iteration 45Q: 3 clusters Score -961676.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -961677.500000 Penalty: 4451.850098
	Iteration 46Q: 3 clusters Score -961677.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -961679.125000 Penalty: 4451.850098
	Iteration 47Q: 3 clusters Score -961679.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -961680.250000 Penalty: 4451.850098
	Iteration 48Q: 3 clusters Score -961680.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -961680.250000 Penalty: 4451.850098
	Iteration 49F: 3 clusters Score -961680.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Entering Unmasked Estep 
Score: -2780472.500000 Penalty: 2473.608154
	Iteration 0F: 2 clusters Score -2780472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2765539.750000 Penalty: 4947.216309
	Iteration 0F: 3 clusters Score -2765540 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2770639.250000 Penalty: 4947.216309
	Iteration 1F: 3 clusters Score -2770639 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2771103.250000 Penalty: 4947.216309
	Iteration 2F: 3 clusters Score -2771103 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2771562.250000 Penalty: 4947.216309
	Iteration 3Q: 3 clusters Score -2771562 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2772064.250000 Penalty: 4947.216309
	Iteration 4Q: 3 clusters Score -2772064 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2772665.500000 Penalty: 4947.216309
	Iteration 5Q: 3 clusters Score -2772666 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2773367.500000 Penalty: 4947.216309
	Iteration 6Q: 3 clusters Score -2773368 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2774220.750000 Penalty: 4947.216309
	Iteration 7F: 3 clusters Score -2774221 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2774999.750000 Penalty: 4947.216309
	Iteration 8F: 3 clusters Score -2775000 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2775640.250000 Penalty: 4947.216309
	Iteration 9Q: 3 clusters Score -2775640 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2776097.000000 Penalty: 4947.216309
	Iteration 10Q: 3 clusters Score -2776097 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2776398.000000 Penalty: 4947.216309
	Iteration 11Q: 3 clusters Score -2776398 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2776587.500000 Penalty: 4947.216309
	Iteration 12Q: 3 clusters Score -2776588 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2776707.500000 Penalty: 4947.216309
	Iteration 13Q: 3 clusters Score -2776708 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2776797.750000 Penalty: 4947.216309
	Iteration 14Q: 3 clusters Score -2776798 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2776858.250000 Penalty: 4947.216309
	Iteration 15Q: 3 clusters Score -2776858 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2776900.000000 Penalty: 4947.216309
	Iteration 16Q: 3 clusters Score -2776900 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2776933.500000 Penalty: 4947.216309
	Iteration 17Q: 3 clusters Score -2776934 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2776973.000000 Penalty: 4947.216309
	Iteration 18Q: 3 clusters Score -2776973 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2776999.750000 Penalty: 4947.216309
	Iteration 19Q: 3 clusters Score -2777000 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2777039.000000 Penalty: 4947.216309
	Iteration 20F: 3 clusters Score -2777039 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2777052.250000 Penalty: 4947.216309
	Iteration 21Q: 3 clusters Score -2777052 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2777082.000000 Penalty: 4947.216309
	Iteration 22Q: 3 clusters Score -2777082 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2777104.500000 Penalty: 4947.216309
	Iteration 23Q: 3 clusters Score -2777104 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2777116.500000 Penalty: 4947.216309
	Iteration 24Q: 3 clusters Score -2777116 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2777136.750000 Penalty: 4947.216309
	Iteration 25Q: 3 clusters Score -2777137 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2777161.250000 Penalty: 4947.216309
	Iteration 26Q: 3 clusters Score -2777161 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2777193.500000 Penalty: 4947.216309
	Iteration 27Q: 3 clusters Score -2777194 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2777225.250000 Penalty: 4947.216309
	Iteration 28Q: 3 clusters Score -2777225 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2777237.750000 Penalty: 4947.216309
	Iteration 29Q: 3 clusters Score -2777238 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2777257.500000 Penalty: 4947.216309
	Iteration 30Q: 3 clusters Score -2777258 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2777276.750000 Penalty: 4947.216309
	Iteration 31Q: 3 clusters Score -2777277 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2777290.000000 Penalty: 4947.216309
	Iteration 32Q: 3 clusters Score -2777290 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2777331.750000 Penalty: 4947.216309
	Iteration 33Q: 3 clusters Score -2777332 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2777358.500000 Penalty: 4947.216309
	Iteration 34Q: 3 clusters Score -2777358 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2777386.000000 Penalty: 4947.216309
	Iteration 35Q: 3 clusters Score -2777386 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2777405.500000 Penalty: 4947.216309
	Iteration 36Q: 3 clusters Score -2777406 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2777431.250000 Penalty: 4947.216309
	Iteration 37Q: 3 clusters Score -2777431 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2777457.750000 Penalty: 4947.216309
	Iteration 38Q: 3 clusters Score -2777458 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2777471.750000 Penalty: 4947.216309
	Iteration 39Q: 3 clusters Score -2777472 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2777501.750000 Penalty: 4947.216309
	Iteration 40F: 3 clusters Score -2777502 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2777525.250000 Penalty: 4947.216309
	Iteration 41Q: 3 clusters Score -2777525 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2777565.250000 Penalty: 4947.216309
	Iteration 42Q: 3 clusters Score -2777565 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2777623.750000 Penalty: 4947.216309
	Iteration 43Q: 3 clusters Score -2777624 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2777697.000000 Penalty: 4947.216309
	Iteration 44Q: 3 clusters Score -2777697 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2777793.000000 Penalty: 4947.216309
	Iteration 45Q: 3 clusters Score -2777793 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2777901.500000 Penalty: 4947.216309
	Iteration 46Q: 3 clusters Score -2777902 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2778077.750000 Penalty: 4947.216309
	Iteration 47Q: 3 clusters Score -2778078 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2778306.250000 Penalty: 4947.216309
	Iteration 48Q: 3 clusters Score -2778306 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2778621.000000 Penalty: 4947.216309
	Iteration 49Q: 3 clusters Score -2778621 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2778923.500000 Penalty: 4947.216309
	Iteration 50Q: 3 clusters Score -2778924 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2779073.500000 Penalty: 4947.216309
	Iteration 51Q: 3 clusters Score -2779074 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2779166.000000 Penalty: 4947.216309
	Iteration 52Q: 3 clusters Score -2779166 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2779206.250000 Penalty: 4947.216309
	Iteration 53Q: 3 clusters Score -2779206 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2779219.500000 Penalty: 4947.216309
	Iteration 54Q: 3 clusters Score -2779220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2779232.500000 Penalty: 4947.216309
	Iteration 55Q: 3 clusters Score -2779232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2779234.000000 Penalty: 4947.216309
	Iteration 56Q: 3 clusters Score -2779234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2779236.250000 Penalty: 4947.216309
	Iteration 57Q: 3 clusters Score -2779236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2779236.000000 Penalty: 4947.216309
	Iteration 58Q: 3 clusters Score -2779236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2779248.250000 Penalty: 4947.216309
	Iteration 59Q: 3 clusters Score -2779248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2779246.250000 Penalty: 4947.216309
	Iteration 60F: 3 clusters Score -2779246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2779245.500000 Penalty: 4947.216309
	Iteration 61Q: 3 clusters Score -2779246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2779246.250000 Penalty: 4947.216309
	Iteration 62Q: 3 clusters Score -2779246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2779248.000000 Penalty: 4947.216309
	Iteration 63Q: 3 clusters Score -2779248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2779252.000000 Penalty: 4947.216309
	Iteration 64Q: 3 clusters Score -2779252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2779251.250000 Penalty: 4947.216309
	Iteration 65Q: 3 clusters Score -2779251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2779253.750000 Penalty: 4947.216309
	Iteration 66Q: 3 clusters Score -2779254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2779254.000000 Penalty: 4947.216309
	Iteration 67Q: 3 clusters Score -2779254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2779254.750000 Penalty: 4947.216309
	Iteration 68Q: 3 clusters Score -2779255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2779255.250000 Penalty: 4947.216309
	Iteration 69Q: 3 clusters Score -2779255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2779255.000000 Penalty: 4947.216309
	Iteration 70Q: 3 clusters Score -2779255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2779254.000000 Penalty: 4947.216309
	Iteration 71Q: 3 clusters Score -2779254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2779254.000000 Penalty: 4947.216309
	Iteration 72Q: 3 clusters Score -2779254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2779254.000000 Penalty: 4947.216309
	Iteration 73F: 3 clusters Score -2779254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Entering Unmasked Estep 
Score: -725819.687500 Penalty: 2137.653076
	Iteration 0F: 2 clusters Score -725819.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -720980.312500 Penalty: 4275.306152
	Iteration 0F: 3 clusters Score -720980.3 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -722284.062500 Penalty: 4275.306152
	Iteration 1F: 3 clusters Score -722284.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -722742.812500 Penalty: 4275.306152
	Iteration 2F: 3 clusters Score -722742.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -723227.687500 Penalty: 4275.306152
	Iteration 3F: 3 clusters Score -723227.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -723630.187500 Penalty: 4275.306152
	Iteration 4F: 3 clusters Score -723630.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -723954.500000 Penalty: 4275.306152
	Iteration 5F: 3 clusters Score -723954.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -724210.750000 Penalty: 4275.306152
	Iteration 6F: 3 clusters Score -724210.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -724417.937500 Penalty: 4275.306152
	Iteration 7Q: 3 clusters Score -724417.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -724539.500000 Penalty: 4275.306152
	Iteration 8Q: 3 clusters Score -724539.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -724635.062500 Penalty: 4275.306152
	Iteration 9Q: 3 clusters Score -724635.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -724709.187500 Penalty: 4275.306152
	Iteration 10Q: 3 clusters Score -724709.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -724762.375000 Penalty: 4275.306152
	Iteration 11Q: 3 clusters Score -724762.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -724794.500000 Penalty: 4275.306152
	Iteration 12Q: 3 clusters Score -724794.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -724819.500000 Penalty: 4275.306152
	Iteration 13Q: 3 clusters Score -724819.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -724833.125000 Penalty: 4275.306152
	Iteration 14Q: 3 clusters Score -724833.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -724843.875000 Penalty: 4275.306152
	Iteration 15Q: 3 clusters Score -724843.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -724848.562500 Penalty: 4275.306152
	Iteration 16Q: 3 clusters Score -724848.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -724852.937500 Penalty: 4275.306152
	Iteration 17Q: 3 clusters Score -724852.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -724854.000000 Penalty: 4275.306152
	Iteration 18Q: 3 clusters Score -724854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -724857.062500 Penalty: 4275.306152
	Iteration 19Q: 3 clusters Score -724857.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -724856.875000 Penalty: 4275.306152
	Iteration 20F: 3 clusters Score -724856.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -724858.937500 Penalty: 4275.306152
	Iteration 21Q: 3 clusters Score -724858.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -724859.625000 Penalty: 4275.306152
	Iteration 22Q: 3 clusters Score -724859.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -724863.375000 Penalty: 4275.306152
	Iteration 23Q: 3 clusters Score -724863.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -724864.500000 Penalty: 4275.306152
	Iteration 24Q: 3 clusters Score -724864.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -724866.125000 Penalty: 4275.306152
	Iteration 25Q: 3 clusters Score -724866.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -724866.250000 Penalty: 4275.306152
	Iteration 26Q: 3 clusters Score -724866.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -724866.812500 Penalty: 4275.306152
	Iteration 27Q: 3 clusters Score -724866.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -724870.125000 Penalty: 4275.306152
	Iteration 28Q: 3 clusters Score -724870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -724871.437500 Penalty: 4275.306152
	Iteration 29Q: 3 clusters Score -724871.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -724872.375000 Penalty: 4275.306152
	Iteration 30Q: 3 clusters Score -724872.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -724872.625000 Penalty: 4275.306152
	Iteration 31Q: 3 clusters Score -724872.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -724873.875000 Penalty: 4275.306152
	Iteration 32Q: 3 clusters Score -724873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -724875.625000 Penalty: 4275.306152
	Iteration 33Q: 3 clusters Score -724875.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -724875.312500 Penalty: 4275.306152
	Iteration 34Q: 3 clusters Score -724875.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -724875.750000 Penalty: 4275.306152
	Iteration 35Q: 3 clusters Score -724875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -724875.875000 Penalty: 4275.306152
	Iteration 36Q: 3 clusters Score -724875.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -724875.875000 Penalty: 4275.306152
	Iteration 37F: 3 clusters Score -724875.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -44596.695312 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -44596.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43329.964844 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -43329.96 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43662.597656 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -43662.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43779.222656 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -43779.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43850.097656 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -43850.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -43975.382812 Penalty: 3001.836182
	Iteration 4F: 3 clusters Score -43975.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -44023.257812 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -44023.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -44047.300781 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -44047.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -44088.773438 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -44088.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -44112.246094 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -44112.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -44123.292969 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -44123.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -44135.675781 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -44135.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -44152.218750 Penalty: 3001.836182
	Iteration 11Q: 3 clusters Score -44152.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -44165.476562 Penalty: 3001.836182
	Iteration 12Q: 3 clusters Score -44165.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -44172.082031 Penalty: 3001.836182
	Iteration 13Q: 3 clusters Score -44172.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -44172.082031 Penalty: 3001.836182
	Iteration 14F: 3 clusters Score -44172.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Entering Unmasked Estep 
Score: -1104880.500000 Penalty: 2248.140625
	Iteration 0F: 2 clusters Score -1104880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1098045.250000 Penalty: 4496.281250
	Iteration 0F: 3 clusters Score -1098045 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1099934.000000 Penalty: 4496.281250
	Iteration 1F: 3 clusters Score -1099934 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1100200.500000 Penalty: 4496.281250
	Iteration 2F: 3 clusters Score -1100200 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1100386.250000 Penalty: 4496.281250
	Iteration 3Q: 3 clusters Score -1100386 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1100549.500000 Penalty: 4496.281250
	Iteration 4Q: 3 clusters Score -1100550 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1100697.250000 Penalty: 4496.281250
	Iteration 5Q: 3 clusters Score -1100697 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1100845.250000 Penalty: 4496.281250
	Iteration 6Q: 3 clusters Score -1100845 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1101018.250000 Penalty: 4496.281250
	Iteration 7Q: 3 clusters Score -1101018 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1101244.750000 Penalty: 4496.281250
	Iteration 8Q: 3 clusters Score -1101245 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1101509.625000 Penalty: 4496.281250
	Iteration 9Q: 3 clusters Score -1101510 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1101756.000000 Penalty: 4496.281250
	Iteration 10Q: 3 clusters Score -1101756 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1102033.625000 Penalty: 4496.281250
	Iteration 11Q: 3 clusters Score -1102034 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1102311.625000 Penalty: 4496.281250
	Iteration 12Q: 3 clusters Score -1102312 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1102510.875000 Penalty: 4496.281250
	Iteration 13Q: 3 clusters Score -1102511 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1102676.750000 Penalty: 4496.281250
	Iteration 14Q: 3 clusters Score -1102677 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1102805.250000 Penalty: 4496.281250
	Iteration 15Q: 3 clusters Score -1102805 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1102896.625000 Penalty: 4496.281250
	Iteration 16Q: 3 clusters Score -1102897 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1102955.000000 Penalty: 4496.281250
	Iteration 17Q: 3 clusters Score -1102955 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1102993.250000 Penalty: 4496.281250
	Iteration 18Q: 3 clusters Score -1102993 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1103025.625000 Penalty: 4496.281250
	Iteration 19Q: 3 clusters Score -1103026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1103054.625000 Penalty: 4496.281250
	Iteration 20F: 3 clusters Score -1103055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1103093.500000 Penalty: 4496.281250
	Iteration 21Q: 3 clusters Score -1103094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1103116.250000 Penalty: 4496.281250
	Iteration 22Q: 3 clusters Score -1103116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1103136.250000 Penalty: 4496.281250
	Iteration 23Q: 3 clusters Score -1103136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1103150.500000 Penalty: 4496.281250
	Iteration 24Q: 3 clusters Score -1103150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1103165.750000 Penalty: 4496.281250
	Iteration 25Q: 3 clusters Score -1103166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1103172.375000 Penalty: 4496.281250
	Iteration 26Q: 3 clusters Score -1103172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1103180.375000 Penalty: 4496.281250
	Iteration 27Q: 3 clusters Score -1103180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1103181.750000 Penalty: 4496.281250
	Iteration 28Q: 3 clusters Score -1103182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1103185.625000 Penalty: 4496.281250
	Iteration 29Q: 3 clusters Score -1103186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1103190.750000 Penalty: 4496.281250
	Iteration 30Q: 3 clusters Score -1103191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1103199.875000 Penalty: 4496.281250
	Iteration 31Q: 3 clusters Score -1103200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1103202.625000 Penalty: 4496.281250
	Iteration 32Q: 3 clusters Score -1103203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1103207.500000 Penalty: 4496.281250
	Iteration 33Q: 3 clusters Score -1103208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1103211.750000 Penalty: 4496.281250
	Iteration 34Q: 3 clusters Score -1103212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1103217.875000 Penalty: 4496.281250
	Iteration 35Q: 3 clusters Score -1103218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1103222.750000 Penalty: 4496.281250
	Iteration 36Q: 3 clusters Score -1103223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1103231.875000 Penalty: 4496.281250
	Iteration 37Q: 3 clusters Score -1103232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1103237.250000 Penalty: 4496.281250
	Iteration 38Q: 3 clusters Score -1103237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1103242.375000 Penalty: 4496.281250
	Iteration 39Q: 3 clusters Score -1103242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1103244.250000 Penalty: 4496.281250
	Iteration 40F: 3 clusters Score -1103244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1103244.125000 Penalty: 4496.281250
	Iteration 41Q: 3 clusters Score -1103244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1103244.125000 Penalty: 4496.281250
	Iteration 42F: 3 clusters Score -1103244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (107138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Entering Unmasked Estep 
Score: -14061056.000000 Penalty: 2872.304443
	Iteration 0F: 2 clusters Score -1.406106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -13989560.000000 Penalty: 5744.608887
	Iteration 0F: 3 clusters Score -1.398956e+07 nChanged 50732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 57902 members 
Entering Unmasked Estep 
Score: -14019748.000000 Penalty: 5744.608887
	Iteration 1F: 3 clusters Score -1.401975e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -14022342.000000 Penalty: 5744.608887
	Iteration 2Q: 3 clusters Score -1.402234e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -14026354.000000 Penalty: 5744.608887
	Iteration 3F: 3 clusters Score -1.402635e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -14031838.000000 Penalty: 5744.608887
	Iteration 4F: 3 clusters Score -1.403184e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 76470 members 
Entering Unmasked Estep 
Score: -14037631.000000 Penalty: 5744.608887
	Iteration 5F: 3 clusters Score -1.403763e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 82096 members 
Entering Unmasked Estep 
Score: -14042672.000000 Penalty: 5744.608887
	Iteration 6F: 3 clusters Score -1.404267e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 86968 members 
Entering Unmasked Estep 
Score: -14046302.000000 Penalty: 5744.608887
	Iteration 7F: 3 clusters Score -1.40463e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 91171 members 
Entering Unmasked Estep 
Score: -14049196.000000 Penalty: 5744.608887
	Iteration 8Q: 3 clusters Score -1.40492e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 94765 members 
Entering Unmasked Estep 
Score: -14051420.000000 Penalty: 5744.608887
	Iteration 9Q: 3 clusters Score -1.405142e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 97782 members 
Entering Unmasked Estep 
Score: -14053456.000000 Penalty: 5744.608887
	Iteration 10Q: 3 clusters Score -1.405346e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 100198 members 
Entering Unmasked Estep 
Score: -14054920.000000 Penalty: 5744.608887
	Iteration 11Q: 3 clusters Score -1.405492e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 101953 members 
Entering Unmasked Estep 
Score: -14056110.000000 Penalty: 5744.608887
	Iteration 12Q: 3 clusters Score -1.405611e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 103142 members 
Entering Unmasked Estep 
Score: -14056821.000000 Penalty: 5744.608887
	Iteration 13Q: 3 clusters Score -1.405682e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 104022 members 
Entering Unmasked Estep 
Score: -14057412.000000 Penalty: 5744.608887
	Iteration 14Q: 3 clusters Score -1.405741e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 104610 members 
Entering Unmasked Estep 
Score: -14057840.000000 Penalty: 5744.608887
	Iteration 15Q: 3 clusters Score -1.405784e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 105005 members 
Entering Unmasked Estep 
Score: -14058064.000000 Penalty: 5744.608887
	Iteration 16Q: 3 clusters Score -1.405806e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 105253 members 
Entering Unmasked Estep 
Score: -14058294.000000 Penalty: 5744.608887
	Iteration 17Q: 3 clusters Score -1.405829e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 105406 members 
Entering Unmasked Estep 
Score: -14058402.000000 Penalty: 5744.608887
	Iteration 18Q: 3 clusters Score -1.40584e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 105512 members 
Entering Unmasked Estep 
Score: -14058475.000000 Penalty: 5744.608887
	Iteration 19Q: 3 clusters Score -1.405848e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 105582 members 
Entering Unmasked Estep 
Score: -14058547.000000 Penalty: 5744.608887
	Iteration 20F: 3 clusters Score -1.405855e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 105620 members 
Entering Unmasked Estep 
Score: -14058587.000000 Penalty: 5744.608887
	Iteration 21Q: 3 clusters Score -1.405859e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 105641 members 
Entering Unmasked Estep 
Score: -14058633.000000 Penalty: 5744.608887
	Iteration 22Q: 3 clusters Score -1.405863e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 105662 members 
Entering Unmasked Estep 
Score: -14058666.000000 Penalty: 5744.608887
	Iteration 23Q: 3 clusters Score -1.405867e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 105677 members 
Entering Unmasked Estep 
Score: -14058708.000000 Penalty: 5744.608887
	Iteration 24Q: 3 clusters Score -1.405871e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 105692 members 
Entering Unmasked Estep 
Score: -14058729.000000 Penalty: 5744.608887
	Iteration 25Q: 3 clusters Score -1.405873e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 105704 members 
Entering Unmasked Estep 
Score: -14058735.000000 Penalty: 5744.608887
	Iteration 26Q: 3 clusters Score -1.405874e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 105725 members 
Entering Unmasked Estep 
Score: -14058757.000000 Penalty: 5744.608887
	Iteration 27Q: 3 clusters Score -1.405876e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 105737 members 
Entering Unmasked Estep 
Score: -14058757.000000 Penalty: 5744.608887
	Iteration 28Q: 3 clusters Score -1.405876e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 105750 members 
Entering Unmasked Estep 
Score: -14058769.000000 Penalty: 5744.608887
	Iteration 29Q: 3 clusters Score -1.405877e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 105758 members 
Entering Unmasked Estep 
Score: -14058782.000000 Penalty: 5744.608887
	Iteration 30Q: 3 clusters Score -1.405878e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 105765 members 
Entering Unmasked Estep 
Score: -14058785.000000 Penalty: 5744.608887
	Iteration 31Q: 3 clusters Score -1.405878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 105773 members 
Entering Unmasked Estep 
Score: -14058787.000000 Penalty: 5744.608887
	Iteration 32Q: 3 clusters Score -1.405879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 105780 members 
Entering Unmasked Estep 
Score: -14058787.000000 Penalty: 5744.608887
	Iteration 33Q: 3 clusters Score -1.405879e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 105785 members 
Entering Unmasked Estep 
Score: -14058787.000000 Penalty: 5744.608887
	Iteration 34Q: 3 clusters Score -1.405879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 105787 members 
Entering Unmasked Estep 
Score: -14058783.000000 Penalty: 5744.608887
	Iteration 35Q: 3 clusters Score -1.405878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 105790 members 
Entering Unmasked Estep 
Score: -14058791.000000 Penalty: 5744.608887
	Iteration 36Q: 3 clusters Score -1.405879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 105793 members 
Entering Unmasked Estep 
Score: -14058795.000000 Penalty: 5744.608887
	Iteration 37Q: 3 clusters Score -1.40588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 105792 members 
Entering Unmasked Estep 
Score: -14058795.000000 Penalty: 5744.608887
	Iteration 38Q: 3 clusters Score -1.40588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 105789 members 
Entering Unmasked Estep 
Score: -14058795.000000 Penalty: 5744.608887
	Iteration 39Q: 3 clusters Score -1.40588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 105787 members 
Entering Unmasked Estep 
Score: -14058801.000000 Penalty: 5744.608887
	Iteration 40F: 3 clusters Score -1.40588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 105789 members 
Entering Unmasked Estep 
Score: -14058805.000000 Penalty: 5744.608887
	Iteration 41Q: 3 clusters Score -1.40588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 105788 members 
Entering Unmasked Estep 
Score: -14058809.000000 Penalty: 5744.608887
	Iteration 42Q: 3 clusters Score -1.405881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 105789 members 
Entering Unmasked Estep 
Score: -14058807.000000 Penalty: 5744.608887
	Iteration 43Q: 3 clusters Score -1.405881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 105790 members 
Entering Unmasked Estep 
Score: -14058812.000000 Penalty: 5744.608887
	Iteration 44Q: 3 clusters Score -1.405881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -14058807.000000 Penalty: 5744.608887
	Iteration 45Q: 3 clusters Score -1.405881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -14058807.000000 Penalty: 5744.608887
	Iteration 46F: 3 clusters Score -1.405881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Entering Unmasked Estep 
Score: -1126706.875000 Penalty: 2263.674316
	Iteration 0F: 2 clusters Score -1126707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1119615.875000 Penalty: 4527.348633
	Iteration 0F: 3 clusters Score -1119616 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1121711.250000 Penalty: 4527.348633
	Iteration 1F: 3 clusters Score -1121711 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1121988.875000 Penalty: 4527.348633
	Iteration 2F: 3 clusters Score -1121989 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1122210.500000 Penalty: 4527.348633
	Iteration 3Q: 3 clusters Score -1122210 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1122399.625000 Penalty: 4527.348633
	Iteration 4Q: 3 clusters Score -1122400 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1122568.500000 Penalty: 4527.348633
	Iteration 5Q: 3 clusters Score -1122568 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1122723.375000 Penalty: 4527.348633
	Iteration 6Q: 3 clusters Score -1122723 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1122869.375000 Penalty: 4527.348633
	Iteration 7Q: 3 clusters Score -1122869 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1123006.125000 Penalty: 4527.348633
	Iteration 8Q: 3 clusters Score -1123006 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1123139.625000 Penalty: 4527.348633
	Iteration 9Q: 3 clusters Score -1123140 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1123301.000000 Penalty: 4527.348633
	Iteration 10Q: 3 clusters Score -1123301 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1123473.750000 Penalty: 4527.348633
	Iteration 11Q: 3 clusters Score -1123474 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1123699.000000 Penalty: 4527.348633
	Iteration 12Q: 3 clusters Score -1123699 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1123971.875000 Penalty: 4527.348633
	Iteration 13Q: 3 clusters Score -1123972 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1124212.875000 Penalty: 4527.348633
	Iteration 14Q: 3 clusters Score -1124213 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1124418.875000 Penalty: 4527.348633
	Iteration 15Q: 3 clusters Score -1124419 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1124589.500000 Penalty: 4527.348633
	Iteration 16Q: 3 clusters Score -1124590 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1124715.000000 Penalty: 4527.348633
	Iteration 17Q: 3 clusters Score -1124715 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1124818.125000 Penalty: 4527.348633
	Iteration 18Q: 3 clusters Score -1124818 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1124893.750000 Penalty: 4527.348633
	Iteration 19Q: 3 clusters Score -1124894 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1124972.500000 Penalty: 4527.348633
	Iteration 20F: 3 clusters Score -1124972 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1125014.500000 Penalty: 4527.348633
	Iteration 21Q: 3 clusters Score -1125014 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1125050.125000 Penalty: 4527.348633
	Iteration 22Q: 3 clusters Score -1125050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1125083.250000 Penalty: 4527.348633
	Iteration 23Q: 3 clusters Score -1125083 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1125103.500000 Penalty: 4527.348633
	Iteration 24Q: 3 clusters Score -1125104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1125125.875000 Penalty: 4527.348633
	Iteration 25Q: 3 clusters Score -1125126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1125145.875000 Penalty: 4527.348633
	Iteration 26Q: 3 clusters Score -1125146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1125155.375000 Penalty: 4527.348633
	Iteration 27Q: 3 clusters Score -1125155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1125162.875000 Penalty: 4527.348633
	Iteration 28Q: 3 clusters Score -1125163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1125170.250000 Penalty: 4527.348633
	Iteration 29Q: 3 clusters Score -1125170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1125177.750000 Penalty: 4527.348633
	Iteration 30Q: 3 clusters Score -1125178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1125185.250000 Penalty: 4527.348633
	Iteration 31Q: 3 clusters Score -1125185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1125188.750000 Penalty: 4527.348633
	Iteration 32Q: 3 clusters Score -1125189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1125194.875000 Penalty: 4527.348633
	Iteration 33Q: 3 clusters Score -1125195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1125197.625000 Penalty: 4527.348633
	Iteration 34Q: 3 clusters Score -1125198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1125200.750000 Penalty: 4527.348633
	Iteration 35Q: 3 clusters Score -1125201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1125201.625000 Penalty: 4527.348633
	Iteration 36Q: 3 clusters Score -1125202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1125203.125000 Penalty: 4527.348633
	Iteration 37Q: 3 clusters Score -1125203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1125206.250000 Penalty: 4527.348633
	Iteration 38Q: 3 clusters Score -1125206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1125207.375000 Penalty: 4527.348633
	Iteration 39Q: 3 clusters Score -1125207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1125207.250000 Penalty: 4527.348633
	Iteration 40F: 3 clusters Score -1125207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1125211.250000 Penalty: 4527.348633
	Iteration 41Q: 3 clusters Score -1125211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1125210.125000 Penalty: 4527.348633
	Iteration 42Q: 3 clusters Score -1125210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1125211.000000 Penalty: 4527.348633
	Iteration 43Q: 3 clusters Score -1125211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1125216.500000 Penalty: 4527.348633
	Iteration 44Q: 3 clusters Score -1125216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1125219.000000 Penalty: 4527.348633
	Iteration 45Q: 3 clusters Score -1125219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1125220.500000 Penalty: 4527.348633
	Iteration 46Q: 3 clusters Score -1125220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1125218.875000 Penalty: 4527.348633
	Iteration 47Q: 3 clusters Score -1125219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1125220.500000 Penalty: 4527.348633
	Iteration 48Q: 3 clusters Score -1125220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1125223.375000 Penalty: 4527.348633
	Iteration 49Q: 3 clusters Score -1125223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1125223.750000 Penalty: 4527.348633
	Iteration 50Q: 3 clusters Score -1125224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1125227.000000 Penalty: 4527.348633
	Iteration 51Q: 3 clusters Score -1125227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1125232.750000 Penalty: 4527.348633
	Iteration 52Q: 3 clusters Score -1125233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1125234.000000 Penalty: 4527.348633
	Iteration 53Q: 3 clusters Score -1125234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1125234.000000 Penalty: 4527.348633
	Iteration 54Q: 3 clusters Score -1125234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1125240.750000 Penalty: 4527.348633
	Iteration 55Q: 3 clusters Score -1125241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1125244.750000 Penalty: 4527.348633
	Iteration 56Q: 3 clusters Score -1125245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1125246.250000 Penalty: 4527.348633
	Iteration 57Q: 3 clusters Score -1125246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1125251.375000 Penalty: 4527.348633
	Iteration 58Q: 3 clusters Score -1125251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1125252.875000 Penalty: 4527.348633
	Iteration 59Q: 3 clusters Score -1125253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1125255.250000 Penalty: 4527.348633
	Iteration 60F: 3 clusters Score -1125255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1125253.875000 Penalty: 4527.348633
	Iteration 61Q: 3 clusters Score -1125254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1125254.000000 Penalty: 4527.348633
	Iteration 62Q: 3 clusters Score -1125254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1125254.000000 Penalty: 4527.348633
	Iteration 63F: 3 clusters Score -1125254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Entering Unmasked Estep 
Score: -519029.968750 Penalty: 2066.710693
	Iteration 0F: 2 clusters Score -519030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -515018.968750 Penalty: 4133.421387
	Iteration 0F: 3 clusters Score -515019 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -516039.500000 Penalty: 4133.421387
	Iteration 1F: 3 clusters Score -516039.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -516243.000000 Penalty: 4133.421387
	Iteration 2F: 3 clusters Score -516243 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -516367.812500 Penalty: 4133.421387
	Iteration 3Q: 3 clusters Score -516367.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -516455.281250 Penalty: 4133.421387
	Iteration 4Q: 3 clusters Score -516455.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -516516.843750 Penalty: 4133.421387
	Iteration 5Q: 3 clusters Score -516516.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -516571.968750 Penalty: 4133.421387
	Iteration 6Q: 3 clusters Score -516572 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -516619.593750 Penalty: 4133.421387
	Iteration 7Q: 3 clusters Score -516619.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -516652.750000 Penalty: 4133.421387
	Iteration 8Q: 3 clusters Score -516652.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -516679.750000 Penalty: 4133.421387
	Iteration 9Q: 3 clusters Score -516679.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -516702.781250 Penalty: 4133.421387
	Iteration 10Q: 3 clusters Score -516702.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -516725.187500 Penalty: 4133.421387
	Iteration 11Q: 3 clusters Score -516725.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -516744.812500 Penalty: 4133.421387
	Iteration 12Q: 3 clusters Score -516744.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -516771.218750 Penalty: 4133.421387
	Iteration 13Q: 3 clusters Score -516771.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -516802.250000 Penalty: 4133.421387
	Iteration 14Q: 3 clusters Score -516802.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -516828.156250 Penalty: 4133.421387
	Iteration 15Q: 3 clusters Score -516828.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -516861.281250 Penalty: 4133.421387
	Iteration 16Q: 3 clusters Score -516861.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -516896.562500 Penalty: 4133.421387
	Iteration 17Q: 3 clusters Score -516896.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -516934.937500 Penalty: 4133.421387
	Iteration 18Q: 3 clusters Score -516934.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -516975.375000 Penalty: 4133.421387
	Iteration 19Q: 3 clusters Score -516975.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -517011.843750 Penalty: 4133.421387
	Iteration 20F: 3 clusters Score -517011.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -517063.843750 Penalty: 4133.421387
	Iteration 21Q: 3 clusters Score -517063.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -517122.781250 Penalty: 4133.421387
	Iteration 22Q: 3 clusters Score -517122.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -517175.062500 Penalty: 4133.421387
	Iteration 23Q: 3 clusters Score -517175.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -517218.593750 Penalty: 4133.421387
	Iteration 24Q: 3 clusters Score -517218.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -517259.531250 Penalty: 4133.421387
	Iteration 25Q: 3 clusters Score -517259.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -517306.718750 Penalty: 4133.421387
	Iteration 26Q: 3 clusters Score -517306.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -517354.593750 Penalty: 4133.421387
	Iteration 27Q: 3 clusters Score -517354.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -517391.312500 Penalty: 4133.421387
	Iteration 28Q: 3 clusters Score -517391.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -517428.093750 Penalty: 4133.421387
	Iteration 29Q: 3 clusters Score -517428.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -517473.218750 Penalty: 4133.421387
	Iteration 30Q: 3 clusters Score -517473.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -517547.906250 Penalty: 4133.421387
	Iteration 31Q: 3 clusters Score -517547.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -517606.312500 Penalty: 4133.421387
	Iteration 32Q: 3 clusters Score -517606.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -517668.656250 Penalty: 4133.421387
	Iteration 33Q: 3 clusters Score -517668.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -517743.156250 Penalty: 4133.421387
	Iteration 34Q: 3 clusters Score -517743.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -517796.218750 Penalty: 4133.421387
	Iteration 35Q: 3 clusters Score -517796.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -517830.625000 Penalty: 4133.421387
	Iteration 36Q: 3 clusters Score -517830.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -517847.906250 Penalty: 4133.421387
	Iteration 37Q: 3 clusters Score -517847.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -517854.125000 Penalty: 4133.421387
	Iteration 38Q: 3 clusters Score -517854.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -517862.687500 Penalty: 4133.421387
	Iteration 39Q: 3 clusters Score -517862.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -517872.000000 Penalty: 4133.421387
	Iteration 40F: 3 clusters Score -517872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -517877.156250 Penalty: 4133.421387
	Iteration 41Q: 3 clusters Score -517877.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -517880.125000 Penalty: 4133.421387
	Iteration 42Q: 3 clusters Score -517880.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -517881.593750 Penalty: 4133.421387
	Iteration 43Q: 3 clusters Score -517881.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -517887.375000 Penalty: 4133.421387
	Iteration 44Q: 3 clusters Score -517887.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -517893.812500 Penalty: 4133.421387
	Iteration 45Q: 3 clusters Score -517893.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -517900.937500 Penalty: 4133.421387
	Iteration 46Q: 3 clusters Score -517900.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -517906.437500 Penalty: 4133.421387
	Iteration 47Q: 3 clusters Score -517906.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -517909.593750 Penalty: 4133.421387
	Iteration 48Q: 3 clusters Score -517909.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -517912.281250 Penalty: 4133.421387
	Iteration 49Q: 3 clusters Score -517912.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -517914.750000 Penalty: 4133.421387
	Iteration 50Q: 3 clusters Score -517914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -517915.562500 Penalty: 4133.421387
	Iteration 51Q: 3 clusters Score -517915.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -517916.968750 Penalty: 4133.421387
	Iteration 52Q: 3 clusters Score -517917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -517916.312500 Penalty: 4133.421387
	Iteration 53Q: 3 clusters Score -517916.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -517916.312500 Penalty: 4133.421387
	Iteration 54F: 3 clusters Score -517916.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Entering Unmasked Estep 
Score: -1875537.250000 Penalty: 2375.489990
	Iteration 0F: 2 clusters Score -1875537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1864964.000000 Penalty: 4750.979980
	Iteration 0F: 3 clusters Score -1864964 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1868332.875000 Penalty: 4750.979980
	Iteration 1F: 3 clusters Score -1868333 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1868686.500000 Penalty: 4750.979980
	Iteration 2F: 3 clusters Score -1868686 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1868945.125000 Penalty: 4750.979980
	Iteration 3Q: 3 clusters Score -1868945 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1869115.250000 Penalty: 4750.979980
	Iteration 4Q: 3 clusters Score -1869115 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1869229.625000 Penalty: 4750.979980
	Iteration 5Q: 3 clusters Score -1869230 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1869322.750000 Penalty: 4750.979980
	Iteration 6Q: 3 clusters Score -1869323 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1869400.625000 Penalty: 4750.979980
	Iteration 7Q: 3 clusters Score -1869401 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1869490.625000 Penalty: 4750.979980
	Iteration 8Q: 3 clusters Score -1869491 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1869565.000000 Penalty: 4750.979980
	Iteration 9Q: 3 clusters Score -1869565 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1869655.375000 Penalty: 4750.979980
	Iteration 10Q: 3 clusters Score -1869655 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1869743.000000 Penalty: 4750.979980
	Iteration 11Q: 3 clusters Score -1869743 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1869824.375000 Penalty: 4750.979980
	Iteration 12Q: 3 clusters Score -1869824 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1869925.250000 Penalty: 4750.979980
	Iteration 13Q: 3 clusters Score -1869925 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1870018.250000 Penalty: 4750.979980
	Iteration 14Q: 3 clusters Score -1870018 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1870125.000000 Penalty: 4750.979980
	Iteration 15Q: 3 clusters Score -1870125 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1870262.500000 Penalty: 4750.979980
	Iteration 16Q: 3 clusters Score -1870262 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1870434.500000 Penalty: 4750.979980
	Iteration 17Q: 3 clusters Score -1870434 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1870644.750000 Penalty: 4750.979980
	Iteration 18Q: 3 clusters Score -1870645 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1870886.375000 Penalty: 4750.979980
	Iteration 19Q: 3 clusters Score -1870886 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1871141.250000 Penalty: 4750.979980
	Iteration 20F: 3 clusters Score -1871141 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1871388.000000 Penalty: 4750.979980
	Iteration 21Q: 3 clusters Score -1871388 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1871615.500000 Penalty: 4750.979980
	Iteration 22Q: 3 clusters Score -1871616 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1871781.375000 Penalty: 4750.979980
	Iteration 23Q: 3 clusters Score -1871781 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1871886.375000 Penalty: 4750.979980
	Iteration 24Q: 3 clusters Score -1871886 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1871966.875000 Penalty: 4750.979980
	Iteration 25Q: 3 clusters Score -1871967 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1872041.000000 Penalty: 4750.979980
	Iteration 26Q: 3 clusters Score -1872041 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1872113.375000 Penalty: 4750.979980
	Iteration 27Q: 3 clusters Score -1872113 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1872195.125000 Penalty: 4750.979980
	Iteration 28Q: 3 clusters Score -1872195 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1872284.250000 Penalty: 4750.979980
	Iteration 29Q: 3 clusters Score -1872284 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1872352.375000 Penalty: 4750.979980
	Iteration 30Q: 3 clusters Score -1872352 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1872438.625000 Penalty: 4750.979980
	Iteration 31Q: 3 clusters Score -1872439 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1872502.750000 Penalty: 4750.979980
	Iteration 32Q: 3 clusters Score -1872503 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1872576.250000 Penalty: 4750.979980
	Iteration 33Q: 3 clusters Score -1872576 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1872632.500000 Penalty: 4750.979980
	Iteration 34Q: 3 clusters Score -1872632 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1872683.625000 Penalty: 4750.979980
	Iteration 35Q: 3 clusters Score -1872684 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1872721.125000 Penalty: 4750.979980
	Iteration 36Q: 3 clusters Score -1872721 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1872760.625000 Penalty: 4750.979980
	Iteration 37Q: 3 clusters Score -1872761 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1872798.000000 Penalty: 4750.979980
	Iteration 38Q: 3 clusters Score -1872798 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1872840.125000 Penalty: 4750.979980
	Iteration 39Q: 3 clusters Score -1872840 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1872868.500000 Penalty: 4750.979980
	Iteration 40F: 3 clusters Score -1872868 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1872897.875000 Penalty: 4750.979980
	Iteration 41Q: 3 clusters Score -1872898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1872931.500000 Penalty: 4750.979980
	Iteration 42Q: 3 clusters Score -1872932 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -1872976.875000 Penalty: 4750.979980
	Iteration 43Q: 3 clusters Score -1872977 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1873023.000000 Penalty: 4750.979980
	Iteration 44Q: 3 clusters Score -1873023 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1873060.000000 Penalty: 4750.979980
	Iteration 45Q: 3 clusters Score -1873060 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1873095.750000 Penalty: 4750.979980
	Iteration 46Q: 3 clusters Score -1873096 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1873130.750000 Penalty: 4750.979980
	Iteration 47Q: 3 clusters Score -1873131 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1873161.250000 Penalty: 4750.979980
	Iteration 48Q: 3 clusters Score -1873161 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1873185.750000 Penalty: 4750.979980
	Iteration 49Q: 3 clusters Score -1873186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1873202.125000 Penalty: 4750.979980
	Iteration 50Q: 3 clusters Score -1873202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1873222.625000 Penalty: 4750.979980
	Iteration 51Q: 3 clusters Score -1873223 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1873238.125000 Penalty: 4750.979980
	Iteration 52Q: 3 clusters Score -1873238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1873260.625000 Penalty: 4750.979980
	Iteration 53Q: 3 clusters Score -1873261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -1873269.875000 Penalty: 4750.979980
	Iteration 54Q: 3 clusters Score -1873270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1873276.375000 Penalty: 4750.979980
	Iteration 55Q: 3 clusters Score -1873276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1873286.750000 Penalty: 4750.979980
	Iteration 56Q: 3 clusters Score -1873287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1873295.125000 Penalty: 4750.979980
	Iteration 57Q: 3 clusters Score -1873295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1873302.625000 Penalty: 4750.979980
	Iteration 58Q: 3 clusters Score -1873303 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1873318.375000 Penalty: 4750.979980
	Iteration 59Q: 3 clusters Score -1873318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1873334.375000 Penalty: 4750.979980
	Iteration 60F: 3 clusters Score -1873334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1873352.000000 Penalty: 4750.979980
	Iteration 61Q: 3 clusters Score -1873352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1873364.125000 Penalty: 4750.979980
	Iteration 62Q: 3 clusters Score -1873364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1873373.250000 Penalty: 4750.979980
	Iteration 63Q: 3 clusters Score -1873373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1873377.375000 Penalty: 4750.979980
	Iteration 64Q: 3 clusters Score -1873377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1873383.250000 Penalty: 4750.979980
	Iteration 65Q: 3 clusters Score -1873383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1873387.750000 Penalty: 4750.979980
	Iteration 66Q: 3 clusters Score -1873388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1873392.250000 Penalty: 4750.979980
	Iteration 67Q: 3 clusters Score -1873392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1873400.500000 Penalty: 4750.979980
	Iteration 68Q: 3 clusters Score -1873400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1873402.500000 Penalty: 4750.979980
	Iteration 69Q: 3 clusters Score -1873402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1873404.875000 Penalty: 4750.979980
	Iteration 70Q: 3 clusters Score -1873405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1873405.375000 Penalty: 4750.979980
	Iteration 71Q: 3 clusters Score -1873405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1873408.000000 Penalty: 4750.979980
	Iteration 72Q: 3 clusters Score -1873408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1873411.000000 Penalty: 4750.979980
	Iteration 73Q: 3 clusters Score -1873411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1873413.250000 Penalty: 4750.979980
	Iteration 74Q: 3 clusters Score -1873413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1873413.125000 Penalty: 4750.979980
	Iteration 75Q: 3 clusters Score -1873413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1873412.250000 Penalty: 4750.979980
	Iteration 76Q: 3 clusters Score -1873412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1873415.375000 Penalty: 4750.979980
	Iteration 77Q: 3 clusters Score -1873415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1873413.625000 Penalty: 4750.979980
	Iteration 78Q: 3 clusters Score -1873414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1873416.875000 Penalty: 4750.979980
	Iteration 79Q: 3 clusters Score -1873417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1873419.750000 Penalty: 4750.979980
	Iteration 80F: 3 clusters Score -1873420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1873417.500000 Penalty: 4750.979980
	Iteration 81Q: 3 clusters Score -1873418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1873419.125000 Penalty: 4750.979980
	Iteration 82Q: 3 clusters Score -1873419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1873419.250000 Penalty: 4750.979980
	Iteration 83Q: 3 clusters Score -1873419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1873419.250000 Penalty: 4750.979980
	Iteration 84F: 3 clusters Score -1873419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -623333.437500 Penalty: 2099.334229
	Iteration 0F: 2 clusters Score -623333.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -618978.437500 Penalty: 4198.668457
	Iteration 0F: 3 clusters Score -618978.4 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -619972.250000 Penalty: 4198.668457
	Iteration 1F: 3 clusters Score -619972.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -620168.750000 Penalty: 4198.668457
	Iteration 2F: 3 clusters Score -620168.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -620310.125000 Penalty: 4198.668457
	Iteration 3Q: 3 clusters Score -620310.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -620441.125000 Penalty: 4198.668457
	Iteration 4Q: 3 clusters Score -620441.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -620581.312500 Penalty: 4198.668457
	Iteration 5Q: 3 clusters Score -620581.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -620758.000000 Penalty: 4198.668457
	Iteration 6Q: 3 clusters Score -620758 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -620919.062500 Penalty: 4198.668457
	Iteration 7Q: 3 clusters Score -620919.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -621086.937500 Penalty: 4198.668457
	Iteration 8Q: 3 clusters Score -621086.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -621243.312500 Penalty: 4198.668457
	Iteration 9Q: 3 clusters Score -621243.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -621383.062500 Penalty: 4198.668457
	Iteration 10Q: 3 clusters Score -621383.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -621509.187500 Penalty: 4198.668457
	Iteration 11Q: 3 clusters Score -621509.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -621608.187500 Penalty: 4198.668457
	Iteration 12Q: 3 clusters Score -621608.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -621690.875000 Penalty: 4198.668457
	Iteration 13Q: 3 clusters Score -621690.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -621766.187500 Penalty: 4198.668457
	Iteration 14Q: 3 clusters Score -621766.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -621817.312500 Penalty: 4198.668457
	Iteration 15Q: 3 clusters Score -621817.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -621853.812500 Penalty: 4198.668457
	Iteration 16Q: 3 clusters Score -621853.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -621873.750000 Penalty: 4198.668457
	Iteration 17Q: 3 clusters Score -621873.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -621885.875000 Penalty: 4198.668457
	Iteration 18Q: 3 clusters Score -621885.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -621891.312500 Penalty: 4198.668457
	Iteration 19Q: 3 clusters Score -621891.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -621898.437500 Penalty: 4198.668457
	Iteration 20F: 3 clusters Score -621898.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -621900.125000 Penalty: 4198.668457
	Iteration 21Q: 3 clusters Score -621900.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -621899.625000 Penalty: 4198.668457
	Iteration 22Q: 3 clusters Score -621899.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -621901.062500 Penalty: 4198.668457
	Iteration 23Q: 3 clusters Score -621901.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -621900.875000 Penalty: 4198.668457
	Iteration 24Q: 3 clusters Score -621900.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -621902.562500 Penalty: 4198.668457
	Iteration 25Q: 3 clusters Score -621902.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -621903.750000 Penalty: 4198.668457
	Iteration 26Q: 3 clusters Score -621903.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -621904.500000 Penalty: 4198.668457
	Iteration 27Q: 3 clusters Score -621904.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -621906.125000 Penalty: 4198.668457
	Iteration 28Q: 3 clusters Score -621906.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -621906.812500 Penalty: 4198.668457
	Iteration 29Q: 3 clusters Score -621906.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -621906.312500 Penalty: 4198.668457
	Iteration 30Q: 3 clusters Score -621906.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -621906.312500 Penalty: 4198.668457
	Iteration 31F: 3 clusters Score -621906.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -158585.656250 Penalty: 1785.705322
	Iteration 0F: 2 clusters Score -158585.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -156455.671875 Penalty: 3571.410645
	Iteration 0F: 3 clusters Score -156455.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -157149.937500 Penalty: 3571.410645
	Iteration 1F: 3 clusters Score -157149.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -157692.859375 Penalty: 3571.410645
	Iteration 2F: 3 clusters Score -157692.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -158251.687500 Penalty: 3571.410645
	Iteration 3F: 3 clusters Score -158251.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -158729.890625 Penalty: 3571.410645
	Iteration 4F: 3 clusters Score -158729.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -159160.234375 Penalty: 3571.410645
	Iteration 5F: 3 clusters Score -159160.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -159626.328125 Penalty: 3571.410645
	Iteration 6Q: 3 clusters Score -159626.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -159900.578125 Penalty: 3571.410645
	Iteration 7Q: 3 clusters Score -159900.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -160226.703125 Penalty: 3571.410645
	Iteration 8Q: 3 clusters Score -160226.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -160341.046875 Penalty: 3571.410645
	Iteration 9Q: 3 clusters Score -160341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -160392.375000 Penalty: 3571.410645
	Iteration 10Q: 3 clusters Score -160392.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -160406.578125 Penalty: 3571.410645
	Iteration 11Q: 3 clusters Score -160406.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -160410.125000 Penalty: 3571.410645
	Iteration 12Q: 3 clusters Score -160410.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -160412.031250 Penalty: 3571.410645
	Iteration 13Q: 3 clusters Score -160412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -160413.953125 Penalty: 3571.410645
	Iteration 14Q: 3 clusters Score -160414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -160416.171875 Penalty: 3571.410645
	Iteration 15Q: 3 clusters Score -160416.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -160417.437500 Penalty: 3571.410645
	Iteration 16Q: 3 clusters Score -160417.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -160417.687500 Penalty: 3571.410645
	Iteration 17F: 3 clusters Score -160417.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -160419.359375 Penalty: 3571.410645
	Iteration 18Q: 3 clusters Score -160419.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -160421.000000 Penalty: 3571.410645
	Iteration 19Q: 3 clusters Score -160421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -160423.406250 Penalty: 3571.410645
	Iteration 20F: 3 clusters Score -160423.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -160429.875000 Penalty: 3571.410645
	Iteration 21Q: 3 clusters Score -160429.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -160438.578125 Penalty: 3571.410645
	Iteration 22Q: 3 clusters Score -160438.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -160447.484375 Penalty: 3571.410645
	Iteration 23Q: 3 clusters Score -160447.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -160447.484375 Penalty: 3571.410645
	Iteration 24F: 3 clusters Score -160447.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18310 members 
Mstep: Class 7 contains 31241 members 
Mstep: Class 8 contains 26290 members 
Mstep: Class 9 contains 37356 members 
Mstep: Class 10 contains 20700 members 
Mstep: Class 11 contains 11893 members 
Mstep: Class 12 contains 26460 members 
Mstep: Class 13 contains 5347 members 
Mstep: Class 14 contains 125901 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46290 members 
Mstep: Class 18 contains 18541 members 
Mstep: Class 19 contains 7907 members 
Mstep: Class 20 contains 21466 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8648 members 
Mstep: Class 24 contains 107138 members 
Mstep: Class 25 contains 9207 members 
Mstep: Class 26 contains 4161 members 
Mstep: Class 27 contains 14452 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 765 members 
Mstep: Class 30 contains 2944 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 549 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 546 members 
Mstep: Class 36 contains 575 members 
Entering Unmasked Estep 
Score: -73859752.000000 Penalty: 118472.648438
Splitting cluster 29 changes total score from -73859560.000000 to -73859752.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 30 (2944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Entering Unmasked Estep 
Score: -362398.531250 Penalty: 1980.906128
	Iteration 0F: 2 clusters Score -362398.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -359216.500000 Penalty: 3961.812256
	Iteration 0F: 3 clusters Score -359216.5 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -359890.500000 Penalty: 3961.812256
	Iteration 1F: 3 clusters Score -359890.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -360064.906250 Penalty: 3961.812256
	Iteration 2F: 3 clusters Score -360064.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -360202.250000 Penalty: 3961.812256
	Iteration 3F: 3 clusters Score -360202.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -360311.312500 Penalty: 3961.812256
	Iteration 4Q: 3 clusters Score -360311.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -360399.937500 Penalty: 3961.812256
	Iteration 5Q: 3 clusters Score -360399.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -360501.093750 Penalty: 3961.812256
	Iteration 6Q: 3 clusters Score -360501.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -360640.218750 Penalty: 3961.812256
	Iteration 7Q: 3 clusters Score -360640.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -360761.656250 Penalty: 3961.812256
	Iteration 8Q: 3 clusters Score -360761.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -360878.593750 Penalty: 3961.812256
	Iteration 9Q: 3 clusters Score -360878.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -361000.750000 Penalty: 3961.812256
	Iteration 10Q: 3 clusters Score -361000.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -361136.656250 Penalty: 3961.812256
	Iteration 11Q: 3 clusters Score -361136.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -361264.093750 Penalty: 3961.812256
	Iteration 12Q: 3 clusters Score -361264.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -361338.000000 Penalty: 3961.812256
	Iteration 13Q: 3 clusters Score -361338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -361398.406250 Penalty: 3961.812256
	Iteration 14Q: 3 clusters Score -361398.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -361440.687500 Penalty: 3961.812256
	Iteration 15Q: 3 clusters Score -361440.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -361483.000000 Penalty: 3961.812256
	Iteration 16Q: 3 clusters Score -361483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -361510.250000 Penalty: 3961.812256
	Iteration 17Q: 3 clusters Score -361510.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -361534.218750 Penalty: 3961.812256
	Iteration 18Q: 3 clusters Score -361534.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -361557.375000 Penalty: 3961.812256
	Iteration 19Q: 3 clusters Score -361557.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -361577.875000 Penalty: 3961.812256
	Iteration 20F: 3 clusters Score -361577.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -361590.593750 Penalty: 3961.812256
	Iteration 21Q: 3 clusters Score -361590.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -361598.687500 Penalty: 3961.812256
	Iteration 22Q: 3 clusters Score -361598.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -361605.656250 Penalty: 3961.812256
	Iteration 23Q: 3 clusters Score -361605.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -361615.000000 Penalty: 3961.812256
	Iteration 24Q: 3 clusters Score -361615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -361623.218750 Penalty: 3961.812256
	Iteration 25Q: 3 clusters Score -361623.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -361628.718750 Penalty: 3961.812256
	Iteration 26Q: 3 clusters Score -361628.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -361636.031250 Penalty: 3961.812256
	Iteration 27Q: 3 clusters Score -361636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -361656.437500 Penalty: 3961.812256
	Iteration 28Q: 3 clusters Score -361656.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -361671.437500 Penalty: 3961.812256
	Iteration 29Q: 3 clusters Score -361671.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -361680.281250 Penalty: 3961.812256
	Iteration 30Q: 3 clusters Score -361680.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -361689.156250 Penalty: 3961.812256
	Iteration 31Q: 3 clusters Score -361689.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -361697.906250 Penalty: 3961.812256
	Iteration 32Q: 3 clusters Score -361697.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -361704.312500 Penalty: 3961.812256
	Iteration 33Q: 3 clusters Score -361704.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -361709.187500 Penalty: 3961.812256
	Iteration 34Q: 3 clusters Score -361709.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -361714.250000 Penalty: 3961.812256
	Iteration 35Q: 3 clusters Score -361714.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -361717.281250 Penalty: 3961.812256
	Iteration 36Q: 3 clusters Score -361717.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -361720.781250 Penalty: 3961.812256
	Iteration 37Q: 3 clusters Score -361720.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -361725.031250 Penalty: 3961.812256
	Iteration 38Q: 3 clusters Score -361725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -361727.656250 Penalty: 3961.812256
	Iteration 39Q: 3 clusters Score -361727.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -361729.312500 Penalty: 3961.812256
	Iteration 40F: 3 clusters Score -361729.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -361731.750000 Penalty: 3961.812256
	Iteration 41Q: 3 clusters Score -361731.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -361731.156250 Penalty: 3961.812256
	Iteration 42Q: 3 clusters Score -361731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -361731.656250 Penalty: 3961.812256
	Iteration 43Q: 3 clusters Score -361731.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -361731.656250 Penalty: 3961.812256
	Iteration 44F: 3 clusters Score -361731.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -101789.859375 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -101789.9 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: -99961.218750 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -99961.22 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100327.398438 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -100327.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -100462.437500 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -100462.4 nChanged 50
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: -100590.335938 Penalty: 3352.590576
	Iteration 3F: 3 clusters Score -100590.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -100700.265625 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -100700.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -100821.406250 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -100821.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -100906.578125 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -100906.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -100962.000000 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -100962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -101039.539062 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -101039.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -101112.203125 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -101112.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -101210.093750 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -101210.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -101404.796875 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -101404.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -101590.539062 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -101590.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -101649.343750 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -101649.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -101668.515625 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -101668.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -101670.617188 Penalty: 3352.590576
	Iteration 15Q: 3 clusters Score -101670.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -101672.351562 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -101672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -101674.851562 Penalty: 3352.590576
	Iteration 17Q: 3 clusters Score -101674.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -101676.718750 Penalty: 3352.590576
	Iteration 18Q: 3 clusters Score -101676.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -101676.718750 Penalty: 3352.590576
	Iteration 19F: 3 clusters Score -101676.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -57248.195312 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -57248.2 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 293 members 
Entering Unmasked Estep 
Score: -55808.703125 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -55808.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56142.859375 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -56142.86 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56228.457031 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -56228.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56277.535156 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -56277.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56329.976562 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -56329.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56357.882812 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -56357.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -56386.660156 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -56386.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -56396.648438 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -56396.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -56400.218750 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -56400.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -56402.382812 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -56402.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -56403.570312 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -56403.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -56407.417969 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -56407.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -56414.722656 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -56414.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -56416.000000 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -56416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -56417.605469 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -56417.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -56420.292969 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -56420.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -56422.796875 Penalty: 3128.816650
	Iteration 16Q: 3 clusters Score -56422.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -56422.796875 Penalty: 3128.816650
	Iteration 17F: 3 clusters Score -56422.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -39276.726562 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -39276.73 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 171 members 
Entering Unmasked Estep 
Score: -37925.531250 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -37925.53 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38150.558594 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -38150.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38322.246094 Penalty: 2902.692383
	Iteration 2F: 3 clusters Score -38322.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38398.050781 Penalty: 2902.692383
	Iteration 3F: 3 clusters Score -38398.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38442.316406 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -38442.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38506.359375 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -38506.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38545.191406 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -38545.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38562.195312 Penalty: 2902.692383
	Iteration 7Q: 3 clusters Score -38562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38573.746094 Penalty: 2902.692383
	Iteration 8Q: 3 clusters Score -38573.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38583.042969 Penalty: 2902.692383
	Iteration 9Q: 3 clusters Score -38583.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38583.042969 Penalty: 2902.692383
	Iteration 10F: 3 clusters Score -38583.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Entering Unmasked Estep 
Score: -614930.500000 Penalty: 2099.125244
	Iteration 0F: 2 clusters Score -614930.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -610520.625000 Penalty: 4198.250488
	Iteration 0F: 3 clusters Score -610520.6 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -611489.687500 Penalty: 4198.250488
	Iteration 1F: 3 clusters Score -611489.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -611675.687500 Penalty: 4198.250488
	Iteration 2F: 3 clusters Score -611675.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -611788.000000 Penalty: 4198.250488
	Iteration 3Q: 3 clusters Score -611788 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -611861.062500 Penalty: 4198.250488
	Iteration 4Q: 3 clusters Score -611861.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -611912.500000 Penalty: 4198.250488
	Iteration 5Q: 3 clusters Score -611912.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -611967.687500 Penalty: 4198.250488
	Iteration 6Q: 3 clusters Score -611967.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -612018.937500 Penalty: 4198.250488
	Iteration 7Q: 3 clusters Score -612018.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -612069.250000 Penalty: 4198.250488
	Iteration 8Q: 3 clusters Score -612069.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -612108.562500 Penalty: 4198.250488
	Iteration 9Q: 3 clusters Score -612108.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -612138.875000 Penalty: 4198.250488
	Iteration 10Q: 3 clusters Score -612138.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -612161.937500 Penalty: 4198.250488
	Iteration 11Q: 3 clusters Score -612161.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -612192.062500 Penalty: 4198.250488
	Iteration 12Q: 3 clusters Score -612192.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -612225.125000 Penalty: 4198.250488
	Iteration 13Q: 3 clusters Score -612225.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -612263.625000 Penalty: 4198.250488
	Iteration 14Q: 3 clusters Score -612263.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -612302.250000 Penalty: 4198.250488
	Iteration 15Q: 3 clusters Score -612302.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -612346.937500 Penalty: 4198.250488
	Iteration 16Q: 3 clusters Score -612346.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -612399.625000 Penalty: 4198.250488
	Iteration 17Q: 3 clusters Score -612399.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -612453.562500 Penalty: 4198.250488
	Iteration 18Q: 3 clusters Score -612453.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -612501.812500 Penalty: 4198.250488
	Iteration 19Q: 3 clusters Score -612501.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -612558.187500 Penalty: 4198.250488
	Iteration 20F: 3 clusters Score -612558.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -612626.187500 Penalty: 4198.250488
	Iteration 21Q: 3 clusters Score -612626.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -612694.312500 Penalty: 4198.250488
	Iteration 22Q: 3 clusters Score -612694.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -612768.375000 Penalty: 4198.250488
	Iteration 23Q: 3 clusters Score -612768.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -612855.937500 Penalty: 4198.250488
	Iteration 24Q: 3 clusters Score -612855.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -612945.750000 Penalty: 4198.250488
	Iteration 25Q: 3 clusters Score -612945.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -613007.125000 Penalty: 4198.250488
	Iteration 26Q: 3 clusters Score -613007.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -613053.750000 Penalty: 4198.250488
	Iteration 27Q: 3 clusters Score -613053.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -613090.125000 Penalty: 4198.250488
	Iteration 28Q: 3 clusters Score -613090.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -613117.625000 Penalty: 4198.250488
	Iteration 29Q: 3 clusters Score -613117.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -613139.125000 Penalty: 4198.250488
	Iteration 30Q: 3 clusters Score -613139.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -613152.375000 Penalty: 4198.250488
	Iteration 31Q: 3 clusters Score -613152.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -613165.687500 Penalty: 4198.250488
	Iteration 32Q: 3 clusters Score -613165.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -613179.000000 Penalty: 4198.250488
	Iteration 33Q: 3 clusters Score -613179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -613184.937500 Penalty: 4198.250488
	Iteration 34Q: 3 clusters Score -613184.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -613192.687500 Penalty: 4198.250488
	Iteration 35Q: 3 clusters Score -613192.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -613196.562500 Penalty: 4198.250488
	Iteration 36Q: 3 clusters Score -613196.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -613199.375000 Penalty: 4198.250488
	Iteration 37Q: 3 clusters Score -613199.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -613199.937500 Penalty: 4198.250488
	Iteration 38Q: 3 clusters Score -613199.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -613203.500000 Penalty: 4198.250488
	Iteration 39Q: 3 clusters Score -613203.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -613206.687500 Penalty: 4198.250488
	Iteration 40F: 3 clusters Score -613206.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -613208.500000 Penalty: 4198.250488
	Iteration 41Q: 3 clusters Score -613208.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -613211.187500 Penalty: 4198.250488
	Iteration 42Q: 3 clusters Score -613211.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -613211.312500 Penalty: 4198.250488
	Iteration 43Q: 3 clusters Score -613211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -613215.375000 Penalty: 4198.250488
	Iteration 44Q: 3 clusters Score -613215.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -613216.250000 Penalty: 4198.250488
	Iteration 45Q: 3 clusters Score -613216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -613216.875000 Penalty: 4198.250488
	Iteration 46Q: 3 clusters Score -613216.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -613216.875000 Penalty: 4198.250488
	Iteration 47F: 3 clusters Score -613216.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -61466.800781 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -61466.8 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 271 members 
Entering Unmasked Estep 
Score: -59950.234375 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -59950.23 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60296.351562 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -60296.35 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60600.234375 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -60600.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60953.042969 Penalty: 3126.099121
	Iteration 3F: 3 clusters Score -60953.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61058.519531 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -61058.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -61100.453125 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -61100.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61129.496094 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -61129.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61137.089844 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -61137.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61139.265625 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -61139.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61139.265625 Penalty: 3126.099121
	Iteration 9F: 3 clusters Score -61139.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18310 members 
Mstep: Class 7 contains 31241 members 
Mstep: Class 8 contains 26290 members 
Mstep: Class 9 contains 37356 members 
Mstep: Class 10 contains 20700 members 
Mstep: Class 11 contains 11893 members 
Mstep: Class 12 contains 26460 members 
Mstep: Class 13 contains 5347 members 
Mstep: Class 14 contains 125901 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46290 members 
Mstep: Class 18 contains 18541 members 
Mstep: Class 19 contains 7907 members 
Mstep: Class 20 contains 21466 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8648 members 
Mstep: Class 24 contains 107138 members 
Mstep: Class 25 contains 9207 members 
Mstep: Class 26 contains 4161 members 
Mstep: Class 27 contains 14452 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 765 members 
Mstep: Class 30 contains 2944 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 549 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859760.000000 Penalty: 118472.648438
Iteration 119Q: 37 clusters Score -7.385976e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18310 members 
Mstep: Class 7 contains 31242 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37358 members 
Mstep: Class 10 contains 20694 members 
Mstep: Class 11 contains 11892 members 
Mstep: Class 12 contains 26460 members 
Mstep: Class 13 contains 5346 members 
Mstep: Class 14 contains 125902 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46281 members 
Mstep: Class 18 contains 18557 members 
Mstep: Class 19 contains 7904 members 
Mstep: Class 20 contains 21466 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8648 members 
Mstep: Class 24 contains 107141 members 
Mstep: Class 25 contains 9195 members 
Mstep: Class 26 contains 4162 members 
Mstep: Class 27 contains 14452 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 768 members 
Mstep: Class 30 contains 2944 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 550 members 
Mstep: Class 33 contains 348 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 542 members 
Mstep: Class 36 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859880.000000 Penalty: 118472.648438
Iteration 120F: 37 clusters Score -7.385988e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18307 members 
Mstep: Class 7 contains 31242 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37359 members 
Mstep: Class 10 contains 20690 members 
Mstep: Class 11 contains 11898 members 
Mstep: Class 12 contains 26459 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 14 contains 125901 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46272 members 
Mstep: Class 18 contains 18574 members 
Mstep: Class 19 contains 7902 members 
Mstep: Class 20 contains 21465 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8648 members 
Mstep: Class 24 contains 107143 members 
Mstep: Class 25 contains 9177 members 
Mstep: Class 26 contains 4162 members 
Mstep: Class 27 contains 14452 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 550 members 
Mstep: Class 33 contains 344 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860008.000000 Penalty: 118472.648438
Iteration 121Q: 37 clusters Score -7.386001e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18306 members 
Mstep: Class 7 contains 31242 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37359 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11901 members 
Mstep: Class 12 contains 26459 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 14 contains 125901 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46267 members 
Mstep: Class 18 contains 18590 members 
Mstep: Class 19 contains 7900 members 
Mstep: Class 20 contains 21463 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8648 members 
Mstep: Class 24 contains 107147 members 
Mstep: Class 25 contains 9162 members 
Mstep: Class 26 contains 4163 members 
Mstep: Class 27 contains 14452 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 550 members 
Mstep: Class 33 contains 343 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859944.000000 Penalty: 118472.648438
Iteration 122Q: 37 clusters Score -7.385994e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18305 members 
Mstep: Class 7 contains 31241 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37359 members 
Mstep: Class 10 contains 20688 members 
Mstep: Class 11 contains 11901 members 
Mstep: Class 12 contains 26459 members 
Mstep: Class 13 contains 5350 members 
Mstep: Class 14 contains 125901 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46265 members 
Mstep: Class 18 contains 18606 members 
Mstep: Class 19 contains 7899 members 
Mstep: Class 20 contains 21461 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8648 members 
Mstep: Class 24 contains 107150 members 
Mstep: Class 25 contains 9145 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 14452 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 550 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859944.000000 Penalty: 118472.648438
Iteration 123Q: 37 clusters Score -7.385994e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18304 members 
Mstep: Class 7 contains 31241 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37359 members 
Mstep: Class 10 contains 20688 members 
Mstep: Class 11 contains 11902 members 
Mstep: Class 12 contains 26459 members 
Mstep: Class 13 contains 5350 members 
Mstep: Class 14 contains 125901 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46260 members 
Mstep: Class 18 contains 18622 members 
Mstep: Class 19 contains 7899 members 
Mstep: Class 20 contains 21458 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8648 members 
Mstep: Class 24 contains 107155 members 
Mstep: Class 25 contains 9129 members 
Mstep: Class 26 contains 4170 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 550 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859896.000000 Penalty: 118472.648438
Iteration 124Q: 37 clusters Score -7.38599e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18302 members 
Mstep: Class 7 contains 31241 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37359 members 
Mstep: Class 10 contains 20688 members 
Mstep: Class 11 contains 11901 members 
Mstep: Class 12 contains 26459 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 125900 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46256 members 
Mstep: Class 18 contains 18638 members 
Mstep: Class 19 contains 7898 members 
Mstep: Class 20 contains 21458 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8647 members 
Mstep: Class 24 contains 107157 members 
Mstep: Class 25 contains 9113 members 
Mstep: Class 26 contains 4174 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 550 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859888.000000 Penalty: 118472.648438
Iteration 125Q: 37 clusters Score -7.385989e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18298 members 
Mstep: Class 7 contains 31241 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20688 members 
Mstep: Class 11 contains 11901 members 
Mstep: Class 12 contains 26459 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 125902 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46253 members 
Mstep: Class 18 contains 18653 members 
Mstep: Class 19 contains 7898 members 
Mstep: Class 20 contains 21458 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8647 members 
Mstep: Class 24 contains 107160 members 
Mstep: Class 25 contains 9097 members 
Mstep: Class 26 contains 4176 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 549 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859912.000000 Penalty: 118472.648438
Iteration 126Q: 37 clusters Score -7.385991e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18296 members 
Mstep: Class 7 contains 31241 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20688 members 
Mstep: Class 11 contains 11903 members 
Mstep: Class 12 contains 26459 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 125903 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46252 members 
Mstep: Class 18 contains 18664 members 
Mstep: Class 19 contains 7898 members 
Mstep: Class 20 contains 21457 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8647 members 
Mstep: Class 24 contains 107159 members 
Mstep: Class 25 contains 9085 members 
Mstep: Class 26 contains 4177 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 549 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4742 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859904.000000 Penalty: 118472.648438
Iteration 127Q: 37 clusters Score -7.38599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18293 members 
Mstep: Class 7 contains 31240 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37361 members 
Mstep: Class 10 contains 20688 members 
Mstep: Class 11 contains 11904 members 
Mstep: Class 12 contains 26459 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 125905 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46250 members 
Mstep: Class 18 contains 18670 members 
Mstep: Class 19 contains 7897 members 
Mstep: Class 20 contains 21457 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8647 members 
Mstep: Class 24 contains 107160 members 
Mstep: Class 25 contains 9078 members 
Mstep: Class 26 contains 4177 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 549 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4743 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859872.000000 Penalty: 118472.648438
Iteration 128Q: 37 clusters Score -7.385987e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18292 members 
Mstep: Class 7 contains 31238 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37361 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11906 members 
Mstep: Class 12 contains 26459 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 125905 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46248 members 
Mstep: Class 18 contains 18673 members 
Mstep: Class 19 contains 7897 members 
Mstep: Class 20 contains 21457 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8647 members 
Mstep: Class 24 contains 107160 members 
Mstep: Class 25 contains 9075 members 
Mstep: Class 26 contains 4177 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 549 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4747 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859856.000000 Penalty: 118472.648438
Iteration 129Q: 37 clusters Score -7.385986e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31234 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37361 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11908 members 
Mstep: Class 12 contains 26458 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 125905 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46243 members 
Mstep: Class 18 contains 18675 members 
Mstep: Class 19 contains 7896 members 
Mstep: Class 20 contains 21457 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8647 members 
Mstep: Class 24 contains 107161 members 
Mstep: Class 25 contains 9072 members 
Mstep: Class 26 contains 4180 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 549 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4751 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859880.000000 Penalty: 118472.648438
Iteration 130Q: 37 clusters Score -7.385988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31231 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37361 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11910 members 
Mstep: Class 12 contains 26457 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 125904 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46240 members 
Mstep: Class 18 contains 18680 members 
Mstep: Class 19 contains 7896 members 
Mstep: Class 20 contains 21457 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8647 members 
Mstep: Class 24 contains 107163 members 
Mstep: Class 25 contains 9066 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 548 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4752 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859856.000000 Penalty: 118472.648438
Iteration 131Q: 37 clusters Score -7.385986e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31229 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37361 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 125903 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46235 members 
Mstep: Class 18 contains 18684 members 
Mstep: Class 19 contains 7897 members 
Mstep: Class 20 contains 21457 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8646 members 
Mstep: Class 24 contains 107169 members 
Mstep: Class 25 contains 9062 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4752 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859928.000000 Penalty: 118472.648438
Iteration 132Q: 37 clusters Score -7.385993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31229 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37361 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11913 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 125902 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46230 members 
Mstep: Class 18 contains 18686 members 
Mstep: Class 19 contains 7897 members 
Mstep: Class 20 contains 21457 members 
Mstep: Class 21 contains 5539 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8648 members 
Mstep: Class 24 contains 107171 members 
Mstep: Class 25 contains 9059 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 546 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4752 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859920.000000 Penalty: 118472.648438
Iteration 133Q: 37 clusters Score -7.385992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31228 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11913 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 125901 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46221 members 
Mstep: Class 18 contains 18687 members 
Mstep: Class 19 contains 7896 members 
Mstep: Class 20 contains 21457 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107177 members 
Mstep: Class 25 contains 9059 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14450 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 546 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4752 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859960.000000 Penalty: 118472.648438
Iteration 134Q: 37 clusters Score -7.385996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31229 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11913 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 125901 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46212 members 
Mstep: Class 18 contains 18689 members 
Mstep: Class 19 contains 7896 members 
Mstep: Class 20 contains 21457 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107183 members 
Mstep: Class 25 contains 9057 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14449 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 546 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4752 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859960.000000 Penalty: 118472.648438
Iteration 135Q: 37 clusters Score -7.385996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31229 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11913 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 125901 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46208 members 
Mstep: Class 18 contains 18691 members 
Mstep: Class 19 contains 7896 members 
Mstep: Class 20 contains 21456 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107184 members 
Mstep: Class 25 contains 9055 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14449 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4752 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859992.000000 Penalty: 118472.648438
Iteration 136Q: 37 clusters Score -7.385999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31229 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11913 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 125901 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46200 members 
Mstep: Class 18 contains 18693 members 
Mstep: Class 19 contains 7895 members 
Mstep: Class 20 contains 21456 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107187 members 
Mstep: Class 25 contains 9053 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14449 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4752 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859968.000000 Penalty: 118472.648438
Iteration 137Q: 37 clusters Score -7.385997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31229 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11913 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 125901 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46191 members 
Mstep: Class 18 contains 18694 members 
Mstep: Class 19 contains 7895 members 
Mstep: Class 20 contains 21456 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107191 members 
Mstep: Class 25 contains 9052 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14449 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2946 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4752 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859952.000000 Penalty: 118472.648438
Iteration 138Q: 37 clusters Score -7.385995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31229 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11913 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 125901 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46187 members 
Mstep: Class 18 contains 18695 members 
Mstep: Class 19 contains 7895 members 
Mstep: Class 20 contains 21455 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107193 members 
Mstep: Class 25 contains 9051 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14450 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2947 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4751 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859976.000000 Penalty: 118472.648438
Iteration 139Q: 37 clusters Score -7.385998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31229 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 125901 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46183 members 
Mstep: Class 18 contains 18696 members 
Mstep: Class 19 contains 7894 members 
Mstep: Class 20 contains 21455 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107196 members 
Mstep: Class 25 contains 9051 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14450 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2949 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4751 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860016.000000 Penalty: 118472.648438
Iteration 140F: 37 clusters Score -7.386002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31229 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 125901 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46180 members 
Mstep: Class 18 contains 18697 members 
Mstep: Class 19 contains 7895 members 
Mstep: Class 20 contains 21454 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107197 members 
Mstep: Class 25 contains 9050 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14450 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2951 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4751 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859992.000000 Penalty: 118472.648438
Iteration 141Q: 37 clusters Score -7.385999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31228 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5358 members 
Mstep: Class 14 contains 125901 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46175 members 
Mstep: Class 18 contains 18699 members 
Mstep: Class 19 contains 7895 members 
Mstep: Class 20 contains 21454 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107202 members 
Mstep: Class 25 contains 9048 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14450 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2952 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4751 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860016.000000 Penalty: 118472.648438
Iteration 142Q: 37 clusters Score -7.386002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31228 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 125902 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46167 members 
Mstep: Class 18 contains 18700 members 
Mstep: Class 19 contains 7895 members 
Mstep: Class 20 contains 21454 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107208 members 
Mstep: Class 25 contains 9048 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2951 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4751 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860000.000000 Penalty: 118472.648438
Iteration 143Q: 37 clusters Score -7.386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 2401 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31227 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 125902 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46158 members 
Mstep: Class 18 contains 18700 members 
Mstep: Class 19 contains 7895 members 
Mstep: Class 20 contains 21454 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107216 members 
Mstep: Class 25 contains 9048 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14452 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2950 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4751 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860024.000000 Penalty: 118472.648438
Iteration 144Q: 37 clusters Score -7.386002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2403 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31226 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 125902 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46152 members 
Mstep: Class 18 contains 18700 members 
Mstep: Class 19 contains 7895 members 
Mstep: Class 20 contains 21453 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107221 members 
Mstep: Class 25 contains 9048 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14452 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2949 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4751 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859992.000000 Penalty: 118472.648438
Iteration 145Q: 37 clusters Score -7.385999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 2405 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31226 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 125902 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46145 members 
Mstep: Class 18 contains 18700 members 
Mstep: Class 19 contains 7895 members 
Mstep: Class 20 contains 21453 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107227 members 
Mstep: Class 25 contains 9048 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14450 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2950 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4751 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859992.000000 Penalty: 118472.648438
Iteration 146Q: 37 clusters Score -7.385999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2405 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31226 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 125902 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46141 members 
Mstep: Class 18 contains 18700 members 
Mstep: Class 19 contains 7895 members 
Mstep: Class 20 contains 21453 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107229 members 
Mstep: Class 25 contains 9048 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14450 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2951 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4751 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859992.000000 Penalty: 118472.648438
Iteration 147Q: 37 clusters Score -7.385999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2405 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31225 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 125902 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46139 members 
Mstep: Class 18 contains 18700 members 
Mstep: Class 19 contains 7895 members 
Mstep: Class 20 contains 21453 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107232 members 
Mstep: Class 25 contains 9048 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14450 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2951 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4751 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859976.000000 Penalty: 118472.648438
Iteration 148Q: 37 clusters Score -7.385998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2405 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31225 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 125902 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46136 members 
Mstep: Class 18 contains 18700 members 
Mstep: Class 19 contains 7895 members 
Mstep: Class 20 contains 21453 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107236 members 
Mstep: Class 25 contains 9048 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14449 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2951 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4751 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859984.000000 Penalty: 118472.648438
Iteration 149Q: 37 clusters Score -7.385998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2405 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31224 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 125902 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46135 members 
Mstep: Class 18 contains 18700 members 
Mstep: Class 19 contains 7895 members 
Mstep: Class 20 contains 21453 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107238 members 
Mstep: Class 25 contains 9048 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14449 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2951 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4751 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859984.000000 Penalty: 118472.648438
Iteration 150Q: 37 clusters Score -7.385998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2405 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31224 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 125902 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46135 members 
Mstep: Class 18 contains 18700 members 
Mstep: Class 19 contains 7894 members 
Mstep: Class 20 contains 21453 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107239 members 
Mstep: Class 25 contains 9048 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14449 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2951 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4751 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859968.000000 Penalty: 118472.648438
Iteration 151Q: 37 clusters Score -7.385997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2405 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31224 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 125902 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46135 members 
Mstep: Class 18 contains 18700 members 
Mstep: Class 19 contains 7894 members 
Mstep: Class 20 contains 21453 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107239 members 
Mstep: Class 25 contains 9048 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14449 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2951 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4751 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859968.000000 Penalty: 118472.648438
Iteration 152F: 37 clusters Score -7.385997e+07 nChanged 0
Entering ConstructFrom: 
Score: -73859968.000000 Penalty: 118472.648438
Entering ConstructFrom: 
Trying to split cluster 1 (8465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Entering Unmasked Estep 
Score: -1030110.750000 Penalty: 2242.836426
	Iteration 0F: 2 clusters Score -1030111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1023465.000000 Penalty: 4485.672852
	Iteration 0F: 3 clusters Score -1023465 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1025977.125000 Penalty: 4485.672852
	Iteration 1F: 3 clusters Score -1025977 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1026702.312500 Penalty: 4485.672852
	Iteration 2F: 3 clusters Score -1026702 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1027198.500000 Penalty: 4485.672852
	Iteration 3F: 3 clusters Score -1027198 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1027553.125000 Penalty: 4485.672852
	Iteration 4F: 3 clusters Score -1027553 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1027854.875000 Penalty: 4485.672852
	Iteration 5Q: 3 clusters Score -1027855 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1028144.375000 Penalty: 4485.672852
	Iteration 6Q: 3 clusters Score -1028144 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1028435.875000 Penalty: 4485.672852
	Iteration 7Q: 3 clusters Score -1028436 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1028664.437500 Penalty: 4485.672852
	Iteration 8Q: 3 clusters Score -1028664 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1028867.625000 Penalty: 4485.672852
	Iteration 9Q: 3 clusters Score -1028868 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1029034.000000 Penalty: 4485.672852
	Iteration 10Q: 3 clusters Score -1029034 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1029168.375000 Penalty: 4485.672852
	Iteration 11Q: 3 clusters Score -1029168 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1029271.937500 Penalty: 4485.672852
	Iteration 12Q: 3 clusters Score -1029272 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1029326.875000 Penalty: 4485.672852
	Iteration 13Q: 3 clusters Score -1029327 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1029370.250000 Penalty: 4485.672852
	Iteration 14Q: 3 clusters Score -1029370 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1029411.562500 Penalty: 4485.672852
	Iteration 15Q: 3 clusters Score -1029412 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1029449.687500 Penalty: 4485.672852
	Iteration 16Q: 3 clusters Score -1029450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1029472.312500 Penalty: 4485.672852
	Iteration 17Q: 3 clusters Score -1029472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1029489.875000 Penalty: 4485.672852
	Iteration 18Q: 3 clusters Score -1029490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1029500.375000 Penalty: 4485.672852
	Iteration 19Q: 3 clusters Score -1029500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1029505.812500 Penalty: 4485.672852
	Iteration 20F: 3 clusters Score -1029506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1029511.812500 Penalty: 4485.672852
	Iteration 21Q: 3 clusters Score -1029512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1029517.937500 Penalty: 4485.672852
	Iteration 22Q: 3 clusters Score -1029518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1029520.812500 Penalty: 4485.672852
	Iteration 23Q: 3 clusters Score -1029521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1029525.562500 Penalty: 4485.672852
	Iteration 24Q: 3 clusters Score -1029526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1029527.375000 Penalty: 4485.672852
	Iteration 25Q: 3 clusters Score -1029527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1029530.812500 Penalty: 4485.672852
	Iteration 26Q: 3 clusters Score -1029531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1029532.437500 Penalty: 4485.672852
	Iteration 27Q: 3 clusters Score -1029532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1029533.625000 Penalty: 4485.672852
	Iteration 28Q: 3 clusters Score -1029534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1029532.875000 Penalty: 4485.672852
	Iteration 29Q: 3 clusters Score -1029533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1029533.000000 Penalty: 4485.672852
	Iteration 30Q: 3 clusters Score -1029533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1029533.375000 Penalty: 4485.672852
	Iteration 31Q: 3 clusters Score -1029533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1029533.250000 Penalty: 4485.672852
	Iteration 32Q: 3 clusters Score -1029533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1029532.875000 Penalty: 4485.672852
	Iteration 33Q: 3 clusters Score -1029533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1029532.875000 Penalty: 4485.672852
	Iteration 34F: 3 clusters Score -1029533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Entering Unmasked Estep 
Score: -308836.937500 Penalty: 1930.755615
	Iteration 0F: 2 clusters Score -308836.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -305995.000000 Penalty: 3861.511230
	Iteration 0F: 3 clusters Score -305995 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -306486.843750 Penalty: 3861.511230
	Iteration 1F: 3 clusters Score -306486.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -306628.593750 Penalty: 3861.511230
	Iteration 2F: 3 clusters Score -306628.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -306710.156250 Penalty: 3861.511230
	Iteration 3Q: 3 clusters Score -306710.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -306776.781250 Penalty: 3861.511230
	Iteration 4Q: 3 clusters Score -306776.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -306821.812500 Penalty: 3861.511230
	Iteration 5Q: 3 clusters Score -306821.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -306867.281250 Penalty: 3861.511230
	Iteration 6Q: 3 clusters Score -306867.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -306896.218750 Penalty: 3861.511230
	Iteration 7Q: 3 clusters Score -306896.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -306924.625000 Penalty: 3861.511230
	Iteration 8Q: 3 clusters Score -306924.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -306941.375000 Penalty: 3861.511230
	Iteration 9Q: 3 clusters Score -306941.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -306952.312500 Penalty: 3861.511230
	Iteration 10Q: 3 clusters Score -306952.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -306958.875000 Penalty: 3861.511230
	Iteration 11Q: 3 clusters Score -306958.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -306965.375000 Penalty: 3861.511230
	Iteration 12Q: 3 clusters Score -306965.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -306977.968750 Penalty: 3861.511230
	Iteration 13Q: 3 clusters Score -306978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -306987.812500 Penalty: 3861.511230
	Iteration 14Q: 3 clusters Score -306987.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -306995.468750 Penalty: 3861.511230
	Iteration 15Q: 3 clusters Score -306995.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -307001.812500 Penalty: 3861.511230
	Iteration 16Q: 3 clusters Score -307001.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -307009.000000 Penalty: 3861.511230
	Iteration 17Q: 3 clusters Score -307009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -307015.375000 Penalty: 3861.511230
	Iteration 18Q: 3 clusters Score -307015.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -307023.781250 Penalty: 3861.511230
	Iteration 19Q: 3 clusters Score -307023.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -307030.406250 Penalty: 3861.511230
	Iteration 20F: 3 clusters Score -307030.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -307038.093750 Penalty: 3861.511230
	Iteration 21Q: 3 clusters Score -307038.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -307050.468750 Penalty: 3861.511230
	Iteration 22Q: 3 clusters Score -307050.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -307058.750000 Penalty: 3861.511230
	Iteration 23Q: 3 clusters Score -307058.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -307065.281250 Penalty: 3861.511230
	Iteration 24Q: 3 clusters Score -307065.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -307069.187500 Penalty: 3861.511230
	Iteration 25Q: 3 clusters Score -307069.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -307075.968750 Penalty: 3861.511230
	Iteration 26Q: 3 clusters Score -307076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -307079.531250 Penalty: 3861.511230
	Iteration 27Q: 3 clusters Score -307079.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -307084.687500 Penalty: 3861.511230
	Iteration 28Q: 3 clusters Score -307084.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -307091.968750 Penalty: 3861.511230
	Iteration 29Q: 3 clusters Score -307092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -307098.968750 Penalty: 3861.511230
	Iteration 30Q: 3 clusters Score -307099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -307107.812500 Penalty: 3861.511230
	Iteration 31Q: 3 clusters Score -307107.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -307117.343750 Penalty: 3861.511230
	Iteration 32Q: 3 clusters Score -307117.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -307126.656250 Penalty: 3861.511230
	Iteration 33Q: 3 clusters Score -307126.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -307135.093750 Penalty: 3861.511230
	Iteration 34Q: 3 clusters Score -307135.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -307143.875000 Penalty: 3861.511230
	Iteration 35Q: 3 clusters Score -307143.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -307146.812500 Penalty: 3861.511230
	Iteration 36Q: 3 clusters Score -307146.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -307150.875000 Penalty: 3861.511230
	Iteration 37Q: 3 clusters Score -307150.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -307153.187500 Penalty: 3861.511230
	Iteration 38Q: 3 clusters Score -307153.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -307154.656250 Penalty: 3861.511230
	Iteration 39Q: 3 clusters Score -307154.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -307155.937500 Penalty: 3861.511230
	Iteration 40F: 3 clusters Score -307155.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -307157.531250 Penalty: 3861.511230
	Iteration 41Q: 3 clusters Score -307157.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -307158.968750 Penalty: 3861.511230
	Iteration 42Q: 3 clusters Score -307159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -307159.187500 Penalty: 3861.511230
	Iteration 43Q: 3 clusters Score -307159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -307159.187500 Penalty: 3861.511230
	Iteration 44F: 3 clusters Score -307159.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -27188.138672 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -27188.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26016.339844 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -26016.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26180.703125 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -26180.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26238.105469 Penalty: 2748.466797
	Iteration 2Q: 3 clusters Score -26238.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26256.839844 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -26256.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26262.734375 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -26262.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26267.751953 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -26267.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26267.751953 Penalty: 2748.466797
	Iteration 6F: 3 clusters Score -26267.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -280192.312500 Penalty: 1910.793335
	Iteration 0F: 2 clusters Score -280192.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -277480.281250 Penalty: 3821.586670
	Iteration 0F: 3 clusters Score -277480.3 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -278131.687500 Penalty: 3821.586670
	Iteration 1F: 3 clusters Score -278131.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -278360.218750 Penalty: 3821.586670
	Iteration 2F: 3 clusters Score -278360.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -278552.312500 Penalty: 3821.586670
	Iteration 3F: 3 clusters Score -278552.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -278735.718750 Penalty: 3821.586670
	Iteration 4F: 3 clusters Score -278735.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -278923.937500 Penalty: 3821.586670
	Iteration 5F: 3 clusters Score -278923.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -279059.812500 Penalty: 3821.586670
	Iteration 6F: 3 clusters Score -279059.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -279174.750000 Penalty: 3821.586670
	Iteration 7Q: 3 clusters Score -279174.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -279269.062500 Penalty: 3821.586670
	Iteration 8Q: 3 clusters Score -279269.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -279337.375000 Penalty: 3821.586670
	Iteration 9Q: 3 clusters Score -279337.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -279370.593750 Penalty: 3821.586670
	Iteration 10Q: 3 clusters Score -279370.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -279388.656250 Penalty: 3821.586670
	Iteration 11Q: 3 clusters Score -279388.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -279409.593750 Penalty: 3821.586670
	Iteration 12Q: 3 clusters Score -279409.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -279422.343750 Penalty: 3821.586670
	Iteration 13Q: 3 clusters Score -279422.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -279429.781250 Penalty: 3821.586670
	Iteration 14Q: 3 clusters Score -279429.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -279434.250000 Penalty: 3821.586670
	Iteration 15Q: 3 clusters Score -279434.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -279436.875000 Penalty: 3821.586670
	Iteration 16Q: 3 clusters Score -279436.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -279438.125000 Penalty: 3821.586670
	Iteration 17Q: 3 clusters Score -279438.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -279438.843750 Penalty: 3821.586670
	Iteration 18Q: 3 clusters Score -279438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -279440.125000 Penalty: 3821.586670
	Iteration 19Q: 3 clusters Score -279440.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -279441.218750 Penalty: 3821.586670
	Iteration 20F: 3 clusters Score -279441.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -279443.187500 Penalty: 3821.586670
	Iteration 21Q: 3 clusters Score -279443.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -279445.093750 Penalty: 3821.586670
	Iteration 22Q: 3 clusters Score -279445.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -279445.437500 Penalty: 3821.586670
	Iteration 23Q: 3 clusters Score -279445.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -279447.125000 Penalty: 3821.586670
	Iteration 24Q: 3 clusters Score -279447.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -279449.812500 Penalty: 3821.586670
	Iteration 25Q: 3 clusters Score -279449.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -279449.812500 Penalty: 3821.586670
	Iteration 26F: 3 clusters Score -279449.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -246047.609375 Penalty: 1868.090698
	Iteration 0F: 2 clusters Score -246047.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -243473.109375 Penalty: 3736.181396
	Iteration 0F: 3 clusters Score -243473.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -243898.203125 Penalty: 3736.181396
	Iteration 1F: 3 clusters Score -243898.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -244012.312500 Penalty: 3736.181396
	Iteration 2F: 3 clusters Score -244012.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -244073.937500 Penalty: 3736.181396
	Iteration 3Q: 3 clusters Score -244073.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -244107.078125 Penalty: 3736.181396
	Iteration 4Q: 3 clusters Score -244107.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -244132.687500 Penalty: 3736.181396
	Iteration 5Q: 3 clusters Score -244132.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -244145.296875 Penalty: 3736.181396
	Iteration 6Q: 3 clusters Score -244145.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -244155.140625 Penalty: 3736.181396
	Iteration 7Q: 3 clusters Score -244155.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -244161.718750 Penalty: 3736.181396
	Iteration 8Q: 3 clusters Score -244161.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -244167.671875 Penalty: 3736.181396
	Iteration 9Q: 3 clusters Score -244167.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -244174.250000 Penalty: 3736.181396
	Iteration 10Q: 3 clusters Score -244174.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -244177.921875 Penalty: 3736.181396
	Iteration 11Q: 3 clusters Score -244177.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -244182.875000 Penalty: 3736.181396
	Iteration 12Q: 3 clusters Score -244182.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -244188.906250 Penalty: 3736.181396
	Iteration 13Q: 3 clusters Score -244188.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -244192.890625 Penalty: 3736.181396
	Iteration 14Q: 3 clusters Score -244192.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -244199.000000 Penalty: 3736.181396
	Iteration 15Q: 3 clusters Score -244199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -244202.062500 Penalty: 3736.181396
	Iteration 16Q: 3 clusters Score -244202.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -244205.625000 Penalty: 3736.181396
	Iteration 17Q: 3 clusters Score -244205.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -244206.796875 Penalty: 3736.181396
	Iteration 18Q: 3 clusters Score -244206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -244206.796875 Penalty: 3736.181396
	Iteration 19F: 3 clusters Score -244206.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Entering Unmasked Estep 
Score: -2365214.500000 Penalty: 2433.912598
	Iteration 0F: 2 clusters Score -2365214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2352122.000000 Penalty: 4867.825195
	Iteration 0F: 3 clusters Score -2352122 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2356533.250000 Penalty: 4867.825195
	Iteration 1F: 3 clusters Score -2356533 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2357086.250000 Penalty: 4867.825195
	Iteration 2F: 3 clusters Score -2357086 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2357681.000000 Penalty: 4867.825195
	Iteration 3F: 3 clusters Score -2357681 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2358338.500000 Penalty: 4867.825195
	Iteration 4F: 3 clusters Score -2358338 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2359025.750000 Penalty: 4867.825195
	Iteration 5F: 3 clusters Score -2359026 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2359656.250000 Penalty: 4867.825195
	Iteration 6F: 3 clusters Score -2359656 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2360223.250000 Penalty: 4867.825195
	Iteration 7F: 3 clusters Score -2360223 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2360666.250000 Penalty: 4867.825195
	Iteration 8F: 3 clusters Score -2360666 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2361009.000000 Penalty: 4867.825195
	Iteration 9Q: 3 clusters Score -2361009 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2361281.500000 Penalty: 4867.825195
	Iteration 10Q: 3 clusters Score -2361282 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2361512.750000 Penalty: 4867.825195
	Iteration 11Q: 3 clusters Score -2361513 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2361725.250000 Penalty: 4867.825195
	Iteration 12Q: 3 clusters Score -2361725 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2361935.250000 Penalty: 4867.825195
	Iteration 13Q: 3 clusters Score -2361935 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2362134.750000 Penalty: 4867.825195
	Iteration 14Q: 3 clusters Score -2362135 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2362304.750000 Penalty: 4867.825195
	Iteration 15Q: 3 clusters Score -2362305 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2362495.000000 Penalty: 4867.825195
	Iteration 16Q: 3 clusters Score -2362495 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2362688.750000 Penalty: 4867.825195
	Iteration 17Q: 3 clusters Score -2362689 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2362880.750000 Penalty: 4867.825195
	Iteration 18Q: 3 clusters Score -2362881 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2363081.000000 Penalty: 4867.825195
	Iteration 19Q: 3 clusters Score -2363081 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2363281.250000 Penalty: 4867.825195
	Iteration 20F: 3 clusters Score -2363281 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2363509.500000 Penalty: 4867.825195
	Iteration 21Q: 3 clusters Score -2363510 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2363715.750000 Penalty: 4867.825195
	Iteration 22Q: 3 clusters Score -2363716 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2363936.500000 Penalty: 4867.825195
	Iteration 23Q: 3 clusters Score -2363936 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2364137.750000 Penalty: 4867.825195
	Iteration 24Q: 3 clusters Score -2364138 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2364357.250000 Penalty: 4867.825195
	Iteration 25Q: 3 clusters Score -2364357 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2364522.750000 Penalty: 4867.825195
	Iteration 26Q: 3 clusters Score -2364523 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2364602.000000 Penalty: 4867.825195
	Iteration 27Q: 3 clusters Score -2364602 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2364658.250000 Penalty: 4867.825195
	Iteration 28Q: 3 clusters Score -2364658 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2364706.500000 Penalty: 4867.825195
	Iteration 29Q: 3 clusters Score -2364706 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2364729.500000 Penalty: 4867.825195
	Iteration 30Q: 3 clusters Score -2364730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2364751.000000 Penalty: 4867.825195
	Iteration 31Q: 3 clusters Score -2364751 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2364769.250000 Penalty: 4867.825195
	Iteration 32Q: 3 clusters Score -2364769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2364773.750000 Penalty: 4867.825195
	Iteration 33Q: 3 clusters Score -2364774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2364781.750000 Penalty: 4867.825195
	Iteration 34Q: 3 clusters Score -2364782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2364792.250000 Penalty: 4867.825195
	Iteration 35Q: 3 clusters Score -2364792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2364796.750000 Penalty: 4867.825195
	Iteration 36Q: 3 clusters Score -2364797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2364805.250000 Penalty: 4867.825195
	Iteration 37Q: 3 clusters Score -2364805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2364806.500000 Penalty: 4867.825195
	Iteration 38Q: 3 clusters Score -2364806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2364805.250000 Penalty: 4867.825195
	Iteration 39Q: 3 clusters Score -2364805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2364807.750000 Penalty: 4867.825195
	Iteration 40F: 3 clusters Score -2364808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2364808.250000 Penalty: 4867.825195
	Iteration 41Q: 3 clusters Score -2364808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2364810.000000 Penalty: 4867.825195
	Iteration 42Q: 3 clusters Score -2364810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2364809.750000 Penalty: 4867.825195
	Iteration 43Q: 3 clusters Score -2364810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2364812.000000 Penalty: 4867.825195
	Iteration 44Q: 3 clusters Score -2364812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2364810.750000 Penalty: 4867.825195
	Iteration 45Q: 3 clusters Score -2364811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2364811.500000 Penalty: 4867.825195
	Iteration 46Q: 3 clusters Score -2364812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2364809.750000 Penalty: 4867.825195
	Iteration 47Q: 3 clusters Score -2364810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2364812.250000 Penalty: 4867.825195
	Iteration 48Q: 3 clusters Score -2364812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2364812.750000 Penalty: 4867.825195
	Iteration 49Q: 3 clusters Score -2364813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2364815.500000 Penalty: 4867.825195
	Iteration 50Q: 3 clusters Score -2364816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2364813.250000 Penalty: 4867.825195
	Iteration 51Q: 3 clusters Score -2364813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2364814.750000 Penalty: 4867.825195
	Iteration 52Q: 3 clusters Score -2364815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2364813.750000 Penalty: 4867.825195
	Iteration 53Q: 3 clusters Score -2364814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2364816.500000 Penalty: 4867.825195
	Iteration 54Q: 3 clusters Score -2364816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2364814.500000 Penalty: 4867.825195
	Iteration 55Q: 3 clusters Score -2364814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2364814.500000 Penalty: 4867.825195
	Iteration 56F: 3 clusters Score -2364814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Entering Unmasked Estep 
Score: -4117238.000000 Penalty: 2566.537842
	Iteration 0F: 2 clusters Score -4117238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -4095982.750000 Penalty: 5133.075684
	Iteration 0F: 3 clusters Score -4095983 nChanged 14062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -4103478.750000 Penalty: 5133.075684
	Iteration 1F: 3 clusters Score -4103479 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -4103922.750000 Penalty: 5133.075684
	Iteration 2Q: 3 clusters Score -4103923 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -4104307.500000 Penalty: 5133.075684
	Iteration 3Q: 3 clusters Score -4104308 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -4104770.000000 Penalty: 5133.075684
	Iteration 4Q: 3 clusters Score -4104770 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -4105324.750000 Penalty: 5133.075684
	Iteration 5Q: 3 clusters Score -4105325 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -4106076.250000 Penalty: 5133.075684
	Iteration 6Q: 3 clusters Score -4106076 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -4107172.750000 Penalty: 5133.075684
	Iteration 7F: 3 clusters Score -4107173 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -4108648.250000 Penalty: 5133.075684
	Iteration 8F: 3 clusters Score -4108648 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -4110430.500000 Penalty: 5133.075684
	Iteration 9F: 3 clusters Score -4110430 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -4112142.750000 Penalty: 5133.075684
	Iteration 10F: 3 clusters Score -4112143 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -4113458.250000 Penalty: 5133.075684
	Iteration 11Q: 3 clusters Score -4113458 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -4114218.250000 Penalty: 5133.075684
	Iteration 12Q: 3 clusters Score -4114218 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -4114578.750000 Penalty: 5133.075684
	Iteration 13Q: 3 clusters Score -4114579 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -4114780.000000 Penalty: 5133.075684
	Iteration 14Q: 3 clusters Score -4114780 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -4114876.250000 Penalty: 5133.075684
	Iteration 15Q: 3 clusters Score -4114876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -4114931.250000 Penalty: 5133.075684
	Iteration 16Q: 3 clusters Score -4114931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -4114957.250000 Penalty: 5133.075684
	Iteration 17Q: 3 clusters Score -4114957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -4114978.250000 Penalty: 5133.075684
	Iteration 18Q: 3 clusters Score -4114978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -4115000.750000 Penalty: 5133.075684
	Iteration 19Q: 3 clusters Score -4115001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -4115010.750000 Penalty: 5133.075684
	Iteration 20F: 3 clusters Score -4115011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -4115022.750000 Penalty: 5133.075684
	Iteration 21Q: 3 clusters Score -4115023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -4115025.750000 Penalty: 5133.075684
	Iteration 22Q: 3 clusters Score -4115026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -4115027.750000 Penalty: 5133.075684
	Iteration 23Q: 3 clusters Score -4115028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -4115033.250000 Penalty: 5133.075684
	Iteration 24Q: 3 clusters Score -4115033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -4115036.250000 Penalty: 5133.075684
	Iteration 25Q: 3 clusters Score -4115036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -4115042.750000 Penalty: 5133.075684
	Iteration 26Q: 3 clusters Score -4115043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -4115042.750000 Penalty: 5133.075684
	Iteration 27F: 3 clusters Score -4115043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Entering Unmasked Estep 
Score: -3510887.500000 Penalty: 2523.891602
	Iteration 0F: 2 clusters Score -3510888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -3492785.250000 Penalty: 5047.783203
	Iteration 0F: 3 clusters Score -3492785 nChanged 11753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3499382.750000 Penalty: 5047.783203
	Iteration 1F: 3 clusters Score -3499383 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3499917.500000 Penalty: 5047.783203
	Iteration 2F: 3 clusters Score -3499918 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3500394.500000 Penalty: 5047.783203
	Iteration 3Q: 3 clusters Score -3500394 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -3500902.000000 Penalty: 5047.783203
	Iteration 4Q: 3 clusters Score -3500902 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -3501455.000000 Penalty: 5047.783203
	Iteration 5Q: 3 clusters Score -3501455 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -3502092.250000 Penalty: 5047.783203
	Iteration 6Q: 3 clusters Score -3502092 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -3502914.500000 Penalty: 5047.783203
	Iteration 7Q: 3 clusters Score -3502914 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -3503958.750000 Penalty: 5047.783203
	Iteration 8F: 3 clusters Score -3503959 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -3505141.250000 Penalty: 5047.783203
	Iteration 9F: 3 clusters Score -3505141 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3506262.750000 Penalty: 5047.783203
	Iteration 10F: 3 clusters Score -3506263 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3507321.750000 Penalty: 5047.783203
	Iteration 11Q: 3 clusters Score -3507322 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3508083.500000 Penalty: 5047.783203
	Iteration 12Q: 3 clusters Score -3508084 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3508516.250000 Penalty: 5047.783203
	Iteration 13Q: 3 clusters Score -3508516 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3508729.750000 Penalty: 5047.783203
	Iteration 14Q: 3 clusters Score -3508730 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3508833.000000 Penalty: 5047.783203
	Iteration 15Q: 3 clusters Score -3508833 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3508893.750000 Penalty: 5047.783203
	Iteration 16Q: 3 clusters Score -3508894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3508930.500000 Penalty: 5047.783203
	Iteration 17Q: 3 clusters Score -3508930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3508951.500000 Penalty: 5047.783203
	Iteration 18Q: 3 clusters Score -3508952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3508971.750000 Penalty: 5047.783203
	Iteration 19Q: 3 clusters Score -3508972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3508989.750000 Penalty: 5047.783203
	Iteration 20F: 3 clusters Score -3508990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3509013.500000 Penalty: 5047.783203
	Iteration 21Q: 3 clusters Score -3509014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3509024.500000 Penalty: 5047.783203
	Iteration 22Q: 3 clusters Score -3509024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3509026.750000 Penalty: 5047.783203
	Iteration 23Q: 3 clusters Score -3509027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3509029.000000 Penalty: 5047.783203
	Iteration 24Q: 3 clusters Score -3509029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3509038.750000 Penalty: 5047.783203
	Iteration 25Q: 3 clusters Score -3509039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3509039.750000 Penalty: 5047.783203
	Iteration 26Q: 3 clusters Score -3509040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3509039.000000 Penalty: 5047.783203
	Iteration 27Q: 3 clusters Score -3509039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3509037.500000 Penalty: 5047.783203
	Iteration 28Q: 3 clusters Score -3509038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3509036.000000 Penalty: 5047.783203
	Iteration 29Q: 3 clusters Score -3509036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3509038.250000 Penalty: 5047.783203
	Iteration 30Q: 3 clusters Score -3509038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3509039.250000 Penalty: 5047.783203
	Iteration 31Q: 3 clusters Score -3509039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3509039.250000 Penalty: 5047.783203
	Iteration 32F: 3 clusters Score -3509039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Entering Unmasked Estep 
Score: -4931433.000000 Penalty: 2611.032227
	Iteration 0F: 2 clusters Score -4931433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -4906187.000000 Penalty: 5222.064453
	Iteration 0F: 3 clusters Score -4906187 nChanged 16927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -4915505.000000 Penalty: 5222.064453
	Iteration 1F: 3 clusters Score -4915505 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -4916110.000000 Penalty: 5222.064453
	Iteration 2Q: 3 clusters Score -4916110 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -4916765.500000 Penalty: 5222.064453
	Iteration 3Q: 3 clusters Score -4916766 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -4917469.500000 Penalty: 5222.064453
	Iteration 4Q: 3 clusters Score -4917470 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -4918305.500000 Penalty: 5222.064453
	Iteration 5Q: 3 clusters Score -4918306 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -4919260.500000 Penalty: 5222.064453
	Iteration 6F: 3 clusters Score -4919260 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -4920224.500000 Penalty: 5222.064453
	Iteration 7F: 3 clusters Score -4920224 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -4921142.500000 Penalty: 5222.064453
	Iteration 8F: 3 clusters Score -4921142 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -4922020.000000 Penalty: 5222.064453
	Iteration 9F: 3 clusters Score -4922020 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -4922762.500000 Penalty: 5222.064453
	Iteration 10Q: 3 clusters Score -4922762 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -4923427.500000 Penalty: 5222.064453
	Iteration 11Q: 3 clusters Score -4923428 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -4924096.500000 Penalty: 5222.064453
	Iteration 12Q: 3 clusters Score -4924096 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -4924661.500000 Penalty: 5222.064453
	Iteration 13Q: 3 clusters Score -4924662 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -4925239.000000 Penalty: 5222.064453
	Iteration 14Q: 3 clusters Score -4925239 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -4925848.000000 Penalty: 5222.064453
	Iteration 15Q: 3 clusters Score -4925848 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -4926403.500000 Penalty: 5222.064453
	Iteration 16Q: 3 clusters Score -4926404 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -4926947.500000 Penalty: 5222.064453
	Iteration 17Q: 3 clusters Score -4926948 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -4927454.500000 Penalty: 5222.064453
	Iteration 18Q: 3 clusters Score -4927454 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -4927935.000000 Penalty: 5222.064453
	Iteration 19Q: 3 clusters Score -4927935 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -4928308.000000 Penalty: 5222.064453
	Iteration 20F: 3 clusters Score -4928308 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -4928581.000000 Penalty: 5222.064453
	Iteration 21Q: 3 clusters Score -4928581 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -4928740.000000 Penalty: 5222.064453
	Iteration 22Q: 3 clusters Score -4928740 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -4928846.500000 Penalty: 5222.064453
	Iteration 23Q: 3 clusters Score -4928846 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -4928919.500000 Penalty: 5222.064453
	Iteration 24Q: 3 clusters Score -4928920 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -4928968.000000 Penalty: 5222.064453
	Iteration 25Q: 3 clusters Score -4928968 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -4929023.500000 Penalty: 5222.064453
	Iteration 26Q: 3 clusters Score -4929024 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -4929050.500000 Penalty: 5222.064453
	Iteration 27Q: 3 clusters Score -4929050 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -4929078.000000 Penalty: 5222.064453
	Iteration 28Q: 3 clusters Score -4929078 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -4929101.500000 Penalty: 5222.064453
	Iteration 29Q: 3 clusters Score -4929102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -4929120.000000 Penalty: 5222.064453
	Iteration 30Q: 3 clusters Score -4929120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -4929135.500000 Penalty: 5222.064453
	Iteration 31Q: 3 clusters Score -4929136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -4929145.000000 Penalty: 5222.064453
	Iteration 32Q: 3 clusters Score -4929145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -4929160.500000 Penalty: 5222.064453
	Iteration 33Q: 3 clusters Score -4929160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -4929164.500000 Penalty: 5222.064453
	Iteration 34Q: 3 clusters Score -4929164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -4929169.000000 Penalty: 5222.064453
	Iteration 35Q: 3 clusters Score -4929169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -4929167.000000 Penalty: 5222.064453
	Iteration 36Q: 3 clusters Score -4929167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -4929179.000000 Penalty: 5222.064453
	Iteration 37Q: 3 clusters Score -4929179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -4929190.500000 Penalty: 5222.064453
	Iteration 38Q: 3 clusters Score -4929190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -4929194.500000 Penalty: 5222.064453
	Iteration 39Q: 3 clusters Score -4929194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -4929190.000000 Penalty: 5222.064453
	Iteration 40F: 3 clusters Score -4929190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -4929206.500000 Penalty: 5222.064453
	Iteration 41Q: 3 clusters Score -4929206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -4929202.500000 Penalty: 5222.064453
	Iteration 42Q: 3 clusters Score -4929202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -4929208.000000 Penalty: 5222.064453
	Iteration 43Q: 3 clusters Score -4929208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -4929206.000000 Penalty: 5222.064453
	Iteration 44Q: 3 clusters Score -4929206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -4929208.500000 Penalty: 5222.064453
	Iteration 45Q: 3 clusters Score -4929208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -4929220.500000 Penalty: 5222.064453
	Iteration 46Q: 3 clusters Score -4929220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -4929223.000000 Penalty: 5222.064453
	Iteration 47Q: 3 clusters Score -4929223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -4929229.000000 Penalty: 5222.064453
	Iteration 48Q: 3 clusters Score -4929229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -4929229.500000 Penalty: 5222.064453
	Iteration 49Q: 3 clusters Score -4929230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -4929230.500000 Penalty: 5222.064453
	Iteration 50Q: 3 clusters Score -4929230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -4929234.000000 Penalty: 5222.064453
	Iteration 51Q: 3 clusters Score -4929234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -4929240.000000 Penalty: 5222.064453
	Iteration 52Q: 3 clusters Score -4929240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -4929242.000000 Penalty: 5222.064453
	Iteration 53Q: 3 clusters Score -4929242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -4929246.500000 Penalty: 5222.064453
	Iteration 54Q: 3 clusters Score -4929246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -4929241.000000 Penalty: 5222.064453
	Iteration 55Q: 3 clusters Score -4929241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -4929248.500000 Penalty: 5222.064453
	Iteration 56Q: 3 clusters Score -4929248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -4929245.000000 Penalty: 5222.064453
	Iteration 57Q: 3 clusters Score -4929245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -4929246.000000 Penalty: 5222.064453
	Iteration 58Q: 3 clusters Score -4929246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -4929251.500000 Penalty: 5222.064453
	Iteration 59Q: 3 clusters Score -4929252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -4929256.000000 Penalty: 5222.064453
	Iteration 60F: 3 clusters Score -4929256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -4929256.500000 Penalty: 5222.064453
	Iteration 61Q: 3 clusters Score -4929256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -4929253.000000 Penalty: 5222.064453
	Iteration 62Q: 3 clusters Score -4929253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -4929253.000000 Penalty: 5222.064453
	Iteration 63F: 3 clusters Score -4929253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Entering Unmasked Estep 
Score: -2679528.500000 Penalty: 2464.440674
	Iteration 0F: 2 clusters Score -2679528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2664913.000000 Penalty: 4928.881348
	Iteration 0F: 3 clusters Score -2664913 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2669735.750000 Penalty: 4928.881348
	Iteration 1F: 3 clusters Score -2669736 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2670188.500000 Penalty: 4928.881348
	Iteration 2F: 3 clusters Score -2670188 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2670580.000000 Penalty: 4928.881348
	Iteration 3Q: 3 clusters Score -2670580 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2670983.250000 Penalty: 4928.881348
	Iteration 4Q: 3 clusters Score -2670983 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2671491.750000 Penalty: 4928.881348
	Iteration 5Q: 3 clusters Score -2671492 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2671985.250000 Penalty: 4928.881348
	Iteration 6F: 3 clusters Score -2671985 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2672491.250000 Penalty: 4928.881348
	Iteration 7Q: 3 clusters Score -2672491 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2672976.500000 Penalty: 4928.881348
	Iteration 8Q: 3 clusters Score -2672976 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2673382.750000 Penalty: 4928.881348
	Iteration 9Q: 3 clusters Score -2673383 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2673742.500000 Penalty: 4928.881348
	Iteration 10Q: 3 clusters Score -2673742 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2674060.000000 Penalty: 4928.881348
	Iteration 11Q: 3 clusters Score -2674060 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2674270.250000 Penalty: 4928.881348
	Iteration 12Q: 3 clusters Score -2674270 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2674457.750000 Penalty: 4928.881348
	Iteration 13Q: 3 clusters Score -2674458 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2674624.750000 Penalty: 4928.881348
	Iteration 14Q: 3 clusters Score -2674625 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2674811.750000 Penalty: 4928.881348
	Iteration 15Q: 3 clusters Score -2674812 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2674993.250000 Penalty: 4928.881348
	Iteration 16Q: 3 clusters Score -2674993 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2675188.250000 Penalty: 4928.881348
	Iteration 17Q: 3 clusters Score -2675188 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2675359.250000 Penalty: 4928.881348
	Iteration 18Q: 3 clusters Score -2675359 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2675568.000000 Penalty: 4928.881348
	Iteration 19Q: 3 clusters Score -2675568 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2675824.250000 Penalty: 4928.881348
	Iteration 20F: 3 clusters Score -2675824 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2676064.750000 Penalty: 4928.881348
	Iteration 21Q: 3 clusters Score -2676065 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2676336.250000 Penalty: 4928.881348
	Iteration 22Q: 3 clusters Score -2676336 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2676590.000000 Penalty: 4928.881348
	Iteration 23Q: 3 clusters Score -2676590 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2676837.500000 Penalty: 4928.881348
	Iteration 24Q: 3 clusters Score -2676838 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2677074.500000 Penalty: 4928.881348
	Iteration 25Q: 3 clusters Score -2677074 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2677319.250000 Penalty: 4928.881348
	Iteration 26Q: 3 clusters Score -2677319 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2677611.250000 Penalty: 4928.881348
	Iteration 27Q: 3 clusters Score -2677611 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2678037.000000 Penalty: 4928.881348
	Iteration 28Q: 3 clusters Score -2678037 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2678504.750000 Penalty: 4928.881348
	Iteration 29Q: 3 clusters Score -2678505 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2678704.750000 Penalty: 4928.881348
	Iteration 30Q: 3 clusters Score -2678705 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2678760.000000 Penalty: 4928.881348
	Iteration 31Q: 3 clusters Score -2678760 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2678796.000000 Penalty: 4928.881348
	Iteration 32Q: 3 clusters Score -2678796 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2678807.500000 Penalty: 4928.881348
	Iteration 33Q: 3 clusters Score -2678808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2678813.750000 Penalty: 4928.881348
	Iteration 34Q: 3 clusters Score -2678814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2678824.000000 Penalty: 4928.881348
	Iteration 35Q: 3 clusters Score -2678824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2678828.000000 Penalty: 4928.881348
	Iteration 36Q: 3 clusters Score -2678828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2678832.500000 Penalty: 4928.881348
	Iteration 37Q: 3 clusters Score -2678832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2678835.750000 Penalty: 4928.881348
	Iteration 38Q: 3 clusters Score -2678836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2678837.000000 Penalty: 4928.881348
	Iteration 39Q: 3 clusters Score -2678837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2678837.000000 Penalty: 4928.881348
	Iteration 40F: 3 clusters Score -2678837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2678837.500000 Penalty: 4928.881348
	Iteration 41Q: 3 clusters Score -2678838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2678840.500000 Penalty: 4928.881348
	Iteration 42Q: 3 clusters Score -2678840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2678838.500000 Penalty: 4928.881348
	Iteration 43Q: 3 clusters Score -2678838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2678840.500000 Penalty: 4928.881348
	Iteration 44Q: 3 clusters Score -2678840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2678840.500000 Penalty: 4928.881348
	Iteration 45Q: 3 clusters Score -2678840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2678841.500000 Penalty: 4928.881348
	Iteration 46Q: 3 clusters Score -2678842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2678843.500000 Penalty: 4928.881348
	Iteration 47Q: 3 clusters Score -2678844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2678846.250000 Penalty: 4928.881348
	Iteration 48Q: 3 clusters Score -2678846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2678844.750000 Penalty: 4928.881348
	Iteration 49Q: 3 clusters Score -2678845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2678848.500000 Penalty: 4928.881348
	Iteration 50Q: 3 clusters Score -2678848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2678847.500000 Penalty: 4928.881348
	Iteration 51Q: 3 clusters Score -2678848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2678843.750000 Penalty: 4928.881348
	Iteration 52Q: 3 clusters Score -2678844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2678843.750000 Penalty: 4928.881348
	Iteration 53F: 3 clusters Score -2678844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Entering Unmasked Estep 
Score: -1457534.375000 Penalty: 2327.554688
	Iteration 0F: 2 clusters Score -1457534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1448656.500000 Penalty: 4655.109375
	Iteration 0F: 3 clusters Score -1448656 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1451686.000000 Penalty: 4655.109375
	Iteration 1F: 3 clusters Score -1451686 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1452382.000000 Penalty: 4655.109375
	Iteration 2F: 3 clusters Score -1452382 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1452914.125000 Penalty: 4655.109375
	Iteration 3F: 3 clusters Score -1452914 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1453329.250000 Penalty: 4655.109375
	Iteration 4F: 3 clusters Score -1453329 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1453712.500000 Penalty: 4655.109375
	Iteration 5F: 3 clusters Score -1453712 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1454085.750000 Penalty: 4655.109375
	Iteration 6Q: 3 clusters Score -1454086 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1454466.250000 Penalty: 4655.109375
	Iteration 7Q: 3 clusters Score -1454466 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1454891.375000 Penalty: 4655.109375
	Iteration 8Q: 3 clusters Score -1454891 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1455329.375000 Penalty: 4655.109375
	Iteration 9Q: 3 clusters Score -1455329 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1455692.625000 Penalty: 4655.109375
	Iteration 10Q: 3 clusters Score -1455693 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1455965.500000 Penalty: 4655.109375
	Iteration 11Q: 3 clusters Score -1455966 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1456201.500000 Penalty: 4655.109375
	Iteration 12Q: 3 clusters Score -1456202 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1456388.000000 Penalty: 4655.109375
	Iteration 13Q: 3 clusters Score -1456388 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1456514.625000 Penalty: 4655.109375
	Iteration 14Q: 3 clusters Score -1456515 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1456595.500000 Penalty: 4655.109375
	Iteration 15Q: 3 clusters Score -1456596 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1456666.500000 Penalty: 4655.109375
	Iteration 16Q: 3 clusters Score -1456666 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1456717.250000 Penalty: 4655.109375
	Iteration 17Q: 3 clusters Score -1456717 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1456757.500000 Penalty: 4655.109375
	Iteration 18Q: 3 clusters Score -1456758 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1456807.125000 Penalty: 4655.109375
	Iteration 19Q: 3 clusters Score -1456807 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1456854.250000 Penalty: 4655.109375
	Iteration 20F: 3 clusters Score -1456854 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1456903.000000 Penalty: 4655.109375
	Iteration 21Q: 3 clusters Score -1456903 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1456938.375000 Penalty: 4655.109375
	Iteration 22Q: 3 clusters Score -1456938 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1456969.125000 Penalty: 4655.109375
	Iteration 23Q: 3 clusters Score -1456969 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1457001.125000 Penalty: 4655.109375
	Iteration 24Q: 3 clusters Score -1457001 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1457043.125000 Penalty: 4655.109375
	Iteration 25Q: 3 clusters Score -1457043 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1457065.000000 Penalty: 4655.109375
	Iteration 26Q: 3 clusters Score -1457065 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1457092.500000 Penalty: 4655.109375
	Iteration 27Q: 3 clusters Score -1457092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1457105.375000 Penalty: 4655.109375
	Iteration 28Q: 3 clusters Score -1457105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1457115.625000 Penalty: 4655.109375
	Iteration 29Q: 3 clusters Score -1457116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1457129.875000 Penalty: 4655.109375
	Iteration 30Q: 3 clusters Score -1457130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1457139.500000 Penalty: 4655.109375
	Iteration 31Q: 3 clusters Score -1457140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1457150.000000 Penalty: 4655.109375
	Iteration 32Q: 3 clusters Score -1457150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1457157.375000 Penalty: 4655.109375
	Iteration 33Q: 3 clusters Score -1457157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1457164.000000 Penalty: 4655.109375
	Iteration 34Q: 3 clusters Score -1457164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1457169.625000 Penalty: 4655.109375
	Iteration 35Q: 3 clusters Score -1457170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1457180.125000 Penalty: 4655.109375
	Iteration 36Q: 3 clusters Score -1457180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1457184.125000 Penalty: 4655.109375
	Iteration 37Q: 3 clusters Score -1457184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1457187.625000 Penalty: 4655.109375
	Iteration 38Q: 3 clusters Score -1457188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1457198.625000 Penalty: 4655.109375
	Iteration 39Q: 3 clusters Score -1457199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1457208.500000 Penalty: 4655.109375
	Iteration 40F: 3 clusters Score -1457208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1457211.500000 Penalty: 4655.109375
	Iteration 41Q: 3 clusters Score -1457212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1457214.500000 Penalty: 4655.109375
	Iteration 42Q: 3 clusters Score -1457214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1457217.875000 Penalty: 4655.109375
	Iteration 43Q: 3 clusters Score -1457218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1457217.500000 Penalty: 4655.109375
	Iteration 44Q: 3 clusters Score -1457218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1457217.500000 Penalty: 4655.109375
	Iteration 45F: 3 clusters Score -1457218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Entering Unmasked Estep 
Score: -3462413.250000 Penalty: 2525.443115
	Iteration 0F: 2 clusters Score -3462413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -3444293.500000 Penalty: 5050.886230
	Iteration 0F: 3 clusters Score -3444294 nChanged 11779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -3451005.250000 Penalty: 5050.886230
	Iteration 1F: 3 clusters Score -3451005 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3451698.250000 Penalty: 5050.886230
	Iteration 2F: 3 clusters Score -3451698 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -3452369.250000 Penalty: 5050.886230
	Iteration 3F: 3 clusters Score -3452369 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3453012.750000 Penalty: 5050.886230
	Iteration 4F: 3 clusters Score -3453013 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3453655.500000 Penalty: 5050.886230
	Iteration 5F: 3 clusters Score -3453656 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -3454268.500000 Penalty: 5050.886230
	Iteration 6Q: 3 clusters Score -3454268 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -3454816.000000 Penalty: 5050.886230
	Iteration 7Q: 3 clusters Score -3454816 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -3455499.250000 Penalty: 5050.886230
	Iteration 8Q: 3 clusters Score -3455499 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -3456258.000000 Penalty: 5050.886230
	Iteration 9Q: 3 clusters Score -3456258 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -3456867.750000 Penalty: 5050.886230
	Iteration 10Q: 3 clusters Score -3456868 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3457442.500000 Penalty: 5050.886230
	Iteration 11Q: 3 clusters Score -3457442 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -3458010.000000 Penalty: 5050.886230
	Iteration 12Q: 3 clusters Score -3458010 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -3458666.500000 Penalty: 5050.886230
	Iteration 13Q: 3 clusters Score -3458666 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -3459361.750000 Penalty: 5050.886230
	Iteration 14Q: 3 clusters Score -3459362 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3460039.750000 Penalty: 5050.886230
	Iteration 15Q: 3 clusters Score -3460040 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3460546.000000 Penalty: 5050.886230
	Iteration 16Q: 3 clusters Score -3460546 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3461036.000000 Penalty: 5050.886230
	Iteration 17Q: 3 clusters Score -3461036 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3461465.250000 Penalty: 5050.886230
	Iteration 18Q: 3 clusters Score -3461465 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3461944.750000 Penalty: 5050.886230
	Iteration 19Q: 3 clusters Score -3461945 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3462383.000000 Penalty: 5050.886230
	Iteration 20F: 3 clusters Score -3462383 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3462743.500000 Penalty: 5050.886230
	Iteration 21Q: 3 clusters Score -3462744 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3462916.500000 Penalty: 5050.886230
	Iteration 22Q: 3 clusters Score -3462916 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3462972.250000 Penalty: 5050.886230
	Iteration 23Q: 3 clusters Score -3462972 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3462989.750000 Penalty: 5050.886230
	Iteration 24Q: 3 clusters Score -3462990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3463003.500000 Penalty: 5050.886230
	Iteration 25Q: 3 clusters Score -3463004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3463009.500000 Penalty: 5050.886230
	Iteration 26Q: 3 clusters Score -3463010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3463023.500000 Penalty: 5050.886230
	Iteration 27Q: 3 clusters Score -3463024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3463019.000000 Penalty: 5050.886230
	Iteration 28Q: 3 clusters Score -3463019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3463015.750000 Penalty: 5050.886230
	Iteration 29Q: 3 clusters Score -3463016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3463017.500000 Penalty: 5050.886230
	Iteration 30Q: 3 clusters Score -3463018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3463016.250000 Penalty: 5050.886230
	Iteration 31Q: 3 clusters Score -3463016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3463016.250000 Penalty: 5050.886230
	Iteration 32F: 3 clusters Score -3463016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2405 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31224 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 24906 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 125902 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46135 members 
Mstep: Class 18 contains 18700 members 
Mstep: Class 19 contains 7894 members 
Mstep: Class 20 contains 21453 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 425 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107239 members 
Mstep: Class 25 contains 9048 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14449 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2951 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4751 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Mstep: Class 37 contains 1550 members 
Entering Unmasked Estep 
Score: -73859784.000000 Penalty: 121763.554688
Splitting cluster 12 changes total score from -73859968.000000 to -73859784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (5357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Entering Unmasked Estep 
Score: -655383.000000 Penalty: 2129.367676
	Iteration 0F: 2 clusters Score -655383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -650654.937500 Penalty: 4258.735352
	Iteration 0F: 3 clusters Score -650654.9 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -651961.562500 Penalty: 4258.735352
	Iteration 1F: 3 clusters Score -651961.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -652359.125000 Penalty: 4258.735352
	Iteration 2F: 3 clusters Score -652359.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -652667.125000 Penalty: 4258.735352
	Iteration 3F: 3 clusters Score -652667.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -652899.125000 Penalty: 4258.735352
	Iteration 4F: 3 clusters Score -652899.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -653109.312500 Penalty: 4258.735352
	Iteration 5Q: 3 clusters Score -653109.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -653273.750000 Penalty: 4258.735352
	Iteration 6Q: 3 clusters Score -653273.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -653409.187500 Penalty: 4258.735352
	Iteration 7Q: 3 clusters Score -653409.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -653512.625000 Penalty: 4258.735352
	Iteration 8Q: 3 clusters Score -653512.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -653599.000000 Penalty: 4258.735352
	Iteration 9Q: 3 clusters Score -653599 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -653663.562500 Penalty: 4258.735352
	Iteration 10Q: 3 clusters Score -653663.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -653711.687500 Penalty: 4258.735352
	Iteration 11Q: 3 clusters Score -653711.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -653751.125000 Penalty: 4258.735352
	Iteration 12Q: 3 clusters Score -653751.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -653783.125000 Penalty: 4258.735352
	Iteration 13Q: 3 clusters Score -653783.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -653814.937500 Penalty: 4258.735352
	Iteration 14Q: 3 clusters Score -653814.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -653845.375000 Penalty: 4258.735352
	Iteration 15Q: 3 clusters Score -653845.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -653876.312500 Penalty: 4258.735352
	Iteration 16Q: 3 clusters Score -653876.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -653902.062500 Penalty: 4258.735352
	Iteration 17Q: 3 clusters Score -653902.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -653919.875000 Penalty: 4258.735352
	Iteration 18Q: 3 clusters Score -653919.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -653932.000000 Penalty: 4258.735352
	Iteration 19Q: 3 clusters Score -653932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -653937.687500 Penalty: 4258.735352
	Iteration 20F: 3 clusters Score -653937.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -653945.937500 Penalty: 4258.735352
	Iteration 21Q: 3 clusters Score -653945.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -653948.750000 Penalty: 4258.735352
	Iteration 22Q: 3 clusters Score -653948.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -653953.125000 Penalty: 4258.735352
	Iteration 23Q: 3 clusters Score -653953.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -653956.625000 Penalty: 4258.735352
	Iteration 24Q: 3 clusters Score -653956.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -653960.312500 Penalty: 4258.735352
	Iteration 25Q: 3 clusters Score -653960.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -653965.562500 Penalty: 4258.735352
	Iteration 26Q: 3 clusters Score -653965.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -653973.625000 Penalty: 4258.735352
	Iteration 27Q: 3 clusters Score -653973.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -653981.562500 Penalty: 4258.735352
	Iteration 28Q: 3 clusters Score -653981.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -653988.875000 Penalty: 4258.735352
	Iteration 29Q: 3 clusters Score -653988.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -653994.125000 Penalty: 4258.735352
	Iteration 30Q: 3 clusters Score -653994.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -653994.437500 Penalty: 4258.735352
	Iteration 31Q: 3 clusters Score -653994.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -653996.375000 Penalty: 4258.735352
	Iteration 32Q: 3 clusters Score -653996.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -653997.437500 Penalty: 4258.735352
	Iteration 33Q: 3 clusters Score -653997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -653997.437500 Penalty: 4258.735352
	Iteration 34F: 3 clusters Score -653997.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (125902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125902 members 
Entering Unmasked Estep 
Score: -16590100.000000 Penalty: 2912.328369
	Iteration 0F: 2 clusters Score -1.65901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62804 members 
Mstep: Class 2 contains 63098 members 
Entering Unmasked Estep 
Score: -16505723.000000 Penalty: 5824.656738
	Iteration 0F: 3 clusters Score -1.650572e+07 nChanged 59890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60872 members 
Mstep: Class 2 contains 65030 members 
Entering Unmasked Estep 
Score: -16539936.000000 Penalty: 5824.656738
	Iteration 1F: 3 clusters Score -1.653994e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59890 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -16540717.000000 Penalty: 5824.656738
	Iteration 2Q: 3 clusters Score -1.654072e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58411 members 
Mstep: Class 2 contains 67491 members 
Entering Unmasked Estep 
Score: -16541504.000000 Penalty: 5824.656738
	Iteration 3Q: 3 clusters Score -1.65415e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 69809 members 
Entering Unmasked Estep 
Score: -16542480.000000 Penalty: 5824.656738
	Iteration 4Q: 3 clusters Score -1.654248e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 73420 members 
Entering Unmasked Estep 
Score: -16544060.000000 Penalty: 5824.656738
	Iteration 5Q: 3 clusters Score -1.654406e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -16546902.000000 Penalty: 5824.656738
	Iteration 6Q: 3 clusters Score -1.65469e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 86255 members 
Entering Unmasked Estep 
Score: -16551764.000000 Penalty: 5824.656738
	Iteration 7F: 3 clusters Score -1.655176e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 96019 members 
Entering Unmasked Estep 
Score: -16559384.000000 Penalty: 5824.656738
	Iteration 8F: 3 clusters Score -1.655938e+07 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 106898 members 
Entering Unmasked Estep 
Score: -16569236.000000 Penalty: 5824.656738
	Iteration 9F: 3 clusters Score -1.656924e+07 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 116236 members 
Entering Unmasked Estep 
Score: -16578278.000000 Penalty: 5824.656738
	Iteration 10F: 3 clusters Score -1.657828e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 122050 members 
Entering Unmasked Estep 
Score: -16583852.000000 Penalty: 5824.656738
	Iteration 11Q: 3 clusters Score -1.658385e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 124551 members 
Entering Unmasked Estep 
Score: -16586185.000000 Penalty: 5824.656738
	Iteration 12Q: 3 clusters Score -1.658618e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 125361 members 
Entering Unmasked Estep 
Score: -16587004.000000 Penalty: 5824.656738
	Iteration 13Q: 3 clusters Score -1.6587e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 125565 members 
Entering Unmasked Estep 
Score: -16587251.000000 Penalty: 5824.656738
	Iteration 14Q: 3 clusters Score -1.658725e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 125627 members 
Entering Unmasked Estep 
Score: -16587345.000000 Penalty: 5824.656738
	Iteration 15Q: 3 clusters Score -1.658734e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 125659 members 
Entering Unmasked Estep 
Score: -16587399.000000 Penalty: 5824.656738
	Iteration 16Q: 3 clusters Score -1.65874e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 125672 members 
Entering Unmasked Estep 
Score: -16587429.000000 Penalty: 5824.656738
	Iteration 17Q: 3 clusters Score -1.658743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 125676 members 
Entering Unmasked Estep 
Score: -16587436.000000 Penalty: 5824.656738
	Iteration 18Q: 3 clusters Score -1.658744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 125682 members 
Entering Unmasked Estep 
Score: -16587482.000000 Penalty: 5824.656738
	Iteration 19Q: 3 clusters Score -1.658748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 125683 members 
Entering Unmasked Estep 
Score: -16587494.000000 Penalty: 5824.656738
	Iteration 20F: 3 clusters Score -1.658749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 125689 members 
Entering Unmasked Estep 
Score: -16587502.000000 Penalty: 5824.656738
	Iteration 21Q: 3 clusters Score -1.65875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 125693 members 
Entering Unmasked Estep 
Score: -16587514.000000 Penalty: 5824.656738
	Iteration 22Q: 3 clusters Score -1.658751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 125693 members 
Entering Unmasked Estep 
Score: -16587511.000000 Penalty: 5824.656738
	Iteration 23Q: 3 clusters Score -1.658751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 125694 members 
Entering Unmasked Estep 
Score: -16587513.000000 Penalty: 5824.656738
	Iteration 24Q: 3 clusters Score -1.658751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 125694 members 
Entering Unmasked Estep 
Score: -16587513.000000 Penalty: 5824.656738
	Iteration 25F: 3 clusters Score -1.658751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -85400.750000 Penalty: 1622.175415
	Iteration 0F: 2 clusters Score -85400.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83728.375000 Penalty: 3244.350830
	Iteration 0F: 3 clusters Score -83728.38 nChanged 159
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: -84019.015625 Penalty: 3244.350830
	Iteration 1F: 3 clusters Score -84019.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84151.984375 Penalty: 3244.350830
	Iteration 2F: 3 clusters Score -84151.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84221.015625 Penalty: 3244.350830
	Iteration 3Q: 3 clusters Score -84221.02 nChanged 21
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: -84253.906250 Penalty: 3244.350830
	Iteration 4Q: 3 clusters Score -84253.91 nChanged 9
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: -84273.039062 Penalty: 3244.350830
	Iteration 5Q: 3 clusters Score -84273.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84284.828125 Penalty: 3244.350830
	Iteration 6Q: 3 clusters Score -84284.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84299.281250 Penalty: 3244.350830
	Iteration 7Q: 3 clusters Score -84299.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84302.531250 Penalty: 3244.350830
	Iteration 8Q: 3 clusters Score -84302.53 nChanged 1
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: -84308.132812 Penalty: 3244.350830
	Iteration 9Q: 3 clusters Score -84308.13 nChanged 6
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: -84329.781250 Penalty: 3244.350830
	Iteration 10Q: 3 clusters Score -84329.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84358.187500 Penalty: 3244.350830
	Iteration 11Q: 3 clusters Score -84358.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84368.601562 Penalty: 3244.350830
	Iteration 12Q: 3 clusters Score -84368.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84393.531250 Penalty: 3244.350830
	Iteration 13Q: 3 clusters Score -84393.53 nChanged 16
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: -84446.023438 Penalty: 3244.350830
	Iteration 14Q: 3 clusters Score -84446.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -84488.945312 Penalty: 3244.350830
	Iteration 15Q: 3 clusters Score -84488.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84528.406250 Penalty: 3244.350830
	Iteration 16Q: 3 clusters Score -84528.41 nChanged 7
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: -84556.000000 Penalty: 3244.350830
	Iteration 17Q: 3 clusters Score -84556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84617.273438 Penalty: 3244.350830
	Iteration 18Q: 3 clusters Score -84617.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84738.585938 Penalty: 3244.350830
	Iteration 19Q: 3 clusters Score -84738.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84907.898438 Penalty: 3244.350830
	Iteration 20F: 3 clusters Score -84907.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85115.304688 Penalty: 3244.350830
	Iteration 21Q: 3 clusters Score -85115.3 nChanged 9
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: -85189.687500 Penalty: 3244.350830
	Iteration 22Q: 3 clusters Score -85189.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85270.179688 Penalty: 3244.350830
	Iteration 23Q: 3 clusters Score -85270.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85323.906250 Penalty: 3244.350830
	Iteration 24Q: 3 clusters Score -85323.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85369.367188 Penalty: 3244.350830
	Iteration 25Q: 3 clusters Score -85369.37 nChanged 4
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: -85388.078125 Penalty: 3244.350830
	Iteration 26Q: 3 clusters Score -85388.08 nChanged 0
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: -85388.078125 Penalty: 3244.350830
	Iteration 27F: 3 clusters Score -85388.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -23365.951172 Penalty: 1328.433472
	Iteration 0F: 2 clusters Score -23365.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22365.121094 Penalty: 2656.866943
	Iteration 0F: 3 clusters Score -22365.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22431.175781 Penalty: 2656.866943
	Iteration 1F: 3 clusters Score -22431.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22482.755859 Penalty: 2656.866943
	Iteration 2Q: 3 clusters Score -22482.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -22532.298828 Penalty: 2656.866943
	Iteration 3Q: 3 clusters Score -22532.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -22561.250000 Penalty: 2656.866943
	Iteration 4Q: 3 clusters Score -22561.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22586.986328 Penalty: 2656.866943
	Iteration 5Q: 3 clusters Score -22586.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -22597.878906 Penalty: 2656.866943
	Iteration 6Q: 3 clusters Score -22597.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -22599.988281 Penalty: 2656.866943
	Iteration 7Q: 3 clusters Score -22599.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -22604.523438 Penalty: 2656.866943
	Iteration 8Q: 3 clusters Score -22604.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -22623.613281 Penalty: 2656.866943
	Iteration 9Q: 3 clusters Score -22623.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -22634.685547 Penalty: 2656.866943
	Iteration 10Q: 3 clusters Score -22634.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -22664.964844 Penalty: 2656.866943
	Iteration 11Q: 3 clusters Score -22664.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -22672.257812 Penalty: 2656.866943
	Iteration 12Q: 3 clusters Score -22672.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -22672.257812 Penalty: 2656.866943
	Iteration 13F: 3 clusters Score -22672.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Entering Unmasked Estep 
Score: -6047092.000000 Penalty: 2663.353271
	Iteration 0F: 2 clusters Score -6047092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -6015932.500000 Penalty: 5326.706543
	Iteration 0F: 3 clusters Score -6015932 nChanged 21276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -6027723.500000 Penalty: 5326.706543
	Iteration 1F: 3 clusters Score -6027724 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -6028221.500000 Penalty: 5326.706543
	Iteration 2Q: 3 clusters Score -6028222 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -6028819.500000 Penalty: 5326.706543
	Iteration 3Q: 3 clusters Score -6028820 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -6029576.000000 Penalty: 5326.706543
	Iteration 4Q: 3 clusters Score -6029576 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -6030593.000000 Penalty: 5326.706543
	Iteration 5Q: 3 clusters Score -6030593 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -6031913.500000 Penalty: 5326.706543
	Iteration 6Q: 3 clusters Score -6031914 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -6033573.500000 Penalty: 5326.706543
	Iteration 7F: 3 clusters Score -6033574 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -6035358.500000 Penalty: 5326.706543
	Iteration 8F: 3 clusters Score -6035358 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -6037144.000000 Penalty: 5326.706543
	Iteration 9F: 3 clusters Score -6037144 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -6038689.500000 Penalty: 5326.706543
	Iteration 10Q: 3 clusters Score -6038690 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -6040013.500000 Penalty: 5326.706543
	Iteration 11Q: 3 clusters Score -6040014 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -6041065.500000 Penalty: 5326.706543
	Iteration 12Q: 3 clusters Score -6041066 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -6041980.000000 Penalty: 5326.706543
	Iteration 13Q: 3 clusters Score -6041980 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -6042707.500000 Penalty: 5326.706543
	Iteration 14Q: 3 clusters Score -6042708 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -6043260.000000 Penalty: 5326.706543
	Iteration 15Q: 3 clusters Score -6043260 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -6043669.500000 Penalty: 5326.706543
	Iteration 16Q: 3 clusters Score -6043670 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -6043966.000000 Penalty: 5326.706543
	Iteration 17Q: 3 clusters Score -6043966 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -6044174.500000 Penalty: 5326.706543
	Iteration 18Q: 3 clusters Score -6044174 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -6044309.000000 Penalty: 5326.706543
	Iteration 19Q: 3 clusters Score -6044309 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -6044437.000000 Penalty: 5326.706543
	Iteration 20F: 3 clusters Score -6044437 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -6044534.500000 Penalty: 5326.706543
	Iteration 21Q: 3 clusters Score -6044534 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -6044640.500000 Penalty: 5326.706543
	Iteration 22Q: 3 clusters Score -6044640 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -6044737.000000 Penalty: 5326.706543
	Iteration 23Q: 3 clusters Score -6044737 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -6044787.500000 Penalty: 5326.706543
	Iteration 24Q: 3 clusters Score -6044788 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -6044849.000000 Penalty: 5326.706543
	Iteration 25Q: 3 clusters Score -6044849 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -6044892.000000 Penalty: 5326.706543
	Iteration 26Q: 3 clusters Score -6044892 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -6044913.500000 Penalty: 5326.706543
	Iteration 27Q: 3 clusters Score -6044914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -6044944.000000 Penalty: 5326.706543
	Iteration 28Q: 3 clusters Score -6044944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -6044949.500000 Penalty: 5326.706543
	Iteration 29Q: 3 clusters Score -6044950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -6044954.000000 Penalty: 5326.706543
	Iteration 30Q: 3 clusters Score -6044954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -6044979.500000 Penalty: 5326.706543
	Iteration 31Q: 3 clusters Score -6044980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -6044984.000000 Penalty: 5326.706543
	Iteration 32Q: 3 clusters Score -6044984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -6045000.500000 Penalty: 5326.706543
	Iteration 33Q: 3 clusters Score -6045000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -6045012.000000 Penalty: 5326.706543
	Iteration 34Q: 3 clusters Score -6045012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 44949 members 
Entering Unmasked Estep 
Score: -6045019.000000 Penalty: 5326.706543
	Iteration 35Q: 3 clusters Score -6045019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -6045018.500000 Penalty: 5326.706543
	Iteration 36Q: 3 clusters Score -6045018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -6045011.000000 Penalty: 5326.706543
	Iteration 37Q: 3 clusters Score -6045011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -6045014.000000 Penalty: 5326.706543
	Iteration 38Q: 3 clusters Score -6045014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -6045019.500000 Penalty: 5326.706543
	Iteration 39Q: 3 clusters Score -6045020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -6045017.000000 Penalty: 5326.706543
	Iteration 40F: 3 clusters Score -6045017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -6045013.500000 Penalty: 5326.706543
	Iteration 41Q: 3 clusters Score -6045014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -6045015.500000 Penalty: 5326.706543
	Iteration 42Q: 3 clusters Score -6045016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -6045017.500000 Penalty: 5326.706543
	Iteration 43Q: 3 clusters Score -6045018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -6045012.000000 Penalty: 5326.706543
	Iteration 44Q: 3 clusters Score -6045012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -6045015.000000 Penalty: 5326.706543
	Iteration 45Q: 3 clusters Score -6045015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -6045014.500000 Penalty: 5326.706543
	Iteration 46Q: 3 clusters Score -6045014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -6045014.500000 Penalty: 5326.706543
	Iteration 47F: 3 clusters Score -6045014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Entering Unmasked Estep 
Score: -2431145.250000 Penalty: 2439.397217
	Iteration 0F: 2 clusters Score -2431145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2417899.750000 Penalty: 4878.794434
	Iteration 0F: 3 clusters Score -2417900 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2422346.500000 Penalty: 4878.794434
	Iteration 1F: 3 clusters Score -2422346 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2422836.000000 Penalty: 4878.794434
	Iteration 2F: 3 clusters Score -2422836 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2423328.250000 Penalty: 4878.794434
	Iteration 3F: 3 clusters Score -2423328 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2423852.250000 Penalty: 4878.794434
	Iteration 4F: 3 clusters Score -2423852 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2424517.000000 Penalty: 4878.794434
	Iteration 5F: 3 clusters Score -2424517 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2425329.250000 Penalty: 4878.794434
	Iteration 6F: 3 clusters Score -2425329 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2426284.750000 Penalty: 4878.794434
	Iteration 7F: 3 clusters Score -2426285 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2427217.500000 Penalty: 4878.794434
	Iteration 8F: 3 clusters Score -2427218 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2428015.000000 Penalty: 4878.794434
	Iteration 9Q: 3 clusters Score -2428015 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2428578.500000 Penalty: 4878.794434
	Iteration 10Q: 3 clusters Score -2428578 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2428904.000000 Penalty: 4878.794434
	Iteration 11Q: 3 clusters Score -2428904 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2429063.750000 Penalty: 4878.794434
	Iteration 12Q: 3 clusters Score -2429064 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2429157.000000 Penalty: 4878.794434
	Iteration 13Q: 3 clusters Score -2429157 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2429221.750000 Penalty: 4878.794434
	Iteration 14Q: 3 clusters Score -2429222 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2429263.000000 Penalty: 4878.794434
	Iteration 15Q: 3 clusters Score -2429263 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2429284.500000 Penalty: 4878.794434
	Iteration 16Q: 3 clusters Score -2429284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2429297.000000 Penalty: 4878.794434
	Iteration 17Q: 3 clusters Score -2429297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2429320.500000 Penalty: 4878.794434
	Iteration 18Q: 3 clusters Score -2429320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2429322.250000 Penalty: 4878.794434
	Iteration 19Q: 3 clusters Score -2429322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2429335.000000 Penalty: 4878.794434
	Iteration 20F: 3 clusters Score -2429335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2429338.500000 Penalty: 4878.794434
	Iteration 21Q: 3 clusters Score -2429338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2429337.500000 Penalty: 4878.794434
	Iteration 22Q: 3 clusters Score -2429338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2429335.500000 Penalty: 4878.794434
	Iteration 23Q: 3 clusters Score -2429336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2429337.500000 Penalty: 4878.794434
	Iteration 24Q: 3 clusters Score -2429338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2429341.750000 Penalty: 4878.794434
	Iteration 25Q: 3 clusters Score -2429342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2429341.000000 Penalty: 4878.794434
	Iteration 26Q: 3 clusters Score -2429341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2429342.500000 Penalty: 4878.794434
	Iteration 27Q: 3 clusters Score -2429342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2429347.250000 Penalty: 4878.794434
	Iteration 28Q: 3 clusters Score -2429347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2429348.000000 Penalty: 4878.794434
	Iteration 29Q: 3 clusters Score -2429348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2429348.000000 Penalty: 4878.794434
	Iteration 30F: 3 clusters Score -2429348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Entering Unmasked Estep 
Score: -961076.812500 Penalty: 2225.516846
	Iteration 0F: 2 clusters Score -961076.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -954751.500000 Penalty: 4451.033691
	Iteration 0F: 3 clusters Score -954751.5 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -956610.437500 Penalty: 4451.033691
	Iteration 1F: 3 clusters Score -956610.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -957063.750000 Penalty: 4451.033691
	Iteration 2F: 3 clusters Score -957063.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -957501.000000 Penalty: 4451.033691
	Iteration 3F: 3 clusters Score -957501 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -957894.312500 Penalty: 4451.033691
	Iteration 4F: 3 clusters Score -957894.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -958246.937500 Penalty: 4451.033691
	Iteration 5F: 3 clusters Score -958246.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -958556.312500 Penalty: 4451.033691
	Iteration 6Q: 3 clusters Score -958556.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -958836.687500 Penalty: 4451.033691
	Iteration 7Q: 3 clusters Score -958836.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -959094.375000 Penalty: 4451.033691
	Iteration 8Q: 3 clusters Score -959094.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -959305.062500 Penalty: 4451.033691
	Iteration 9Q: 3 clusters Score -959305.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -959454.562500 Penalty: 4451.033691
	Iteration 10Q: 3 clusters Score -959454.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -959573.187500 Penalty: 4451.033691
	Iteration 11Q: 3 clusters Score -959573.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -959652.750000 Penalty: 4451.033691
	Iteration 12Q: 3 clusters Score -959652.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -959691.875000 Penalty: 4451.033691
	Iteration 13Q: 3 clusters Score -959691.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -959718.562500 Penalty: 4451.033691
	Iteration 14Q: 3 clusters Score -959718.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -959743.375000 Penalty: 4451.033691
	Iteration 15Q: 3 clusters Score -959743.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -959761.937500 Penalty: 4451.033691
	Iteration 16Q: 3 clusters Score -959761.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -959771.937500 Penalty: 4451.033691
	Iteration 17Q: 3 clusters Score -959771.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -959777.375000 Penalty: 4451.033691
	Iteration 18Q: 3 clusters Score -959777.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -959781.625000 Penalty: 4451.033691
	Iteration 19Q: 3 clusters Score -959781.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -959785.562500 Penalty: 4451.033691
	Iteration 20F: 3 clusters Score -959785.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -959792.250000 Penalty: 4451.033691
	Iteration 21Q: 3 clusters Score -959792.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -959796.000000 Penalty: 4451.033691
	Iteration 22Q: 3 clusters Score -959796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -959796.125000 Penalty: 4451.033691
	Iteration 23Q: 3 clusters Score -959796.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -959799.625000 Penalty: 4451.033691
	Iteration 24Q: 3 clusters Score -959799.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -959802.687500 Penalty: 4451.033691
	Iteration 25Q: 3 clusters Score -959802.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -959805.125000 Penalty: 4451.033691
	Iteration 26Q: 3 clusters Score -959805.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -959806.062500 Penalty: 4451.033691
	Iteration 27Q: 3 clusters Score -959806.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -959810.125000 Penalty: 4451.033691
	Iteration 28Q: 3 clusters Score -959810.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -959814.687500 Penalty: 4451.033691
	Iteration 29Q: 3 clusters Score -959814.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -959816.687500 Penalty: 4451.033691
	Iteration 30Q: 3 clusters Score -959816.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -959817.687500 Penalty: 4451.033691
	Iteration 31Q: 3 clusters Score -959817.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -959820.375000 Penalty: 4451.033691
	Iteration 32Q: 3 clusters Score -959820.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -959821.187500 Penalty: 4451.033691
	Iteration 33Q: 3 clusters Score -959821.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -959821.625000 Penalty: 4451.033691
	Iteration 34Q: 3 clusters Score -959821.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -959825.625000 Penalty: 4451.033691
	Iteration 35Q: 3 clusters Score -959825.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -959827.000000 Penalty: 4451.033691
	Iteration 36Q: 3 clusters Score -959827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -959825.812500 Penalty: 4451.033691
	Iteration 37Q: 3 clusters Score -959825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -959825.812500 Penalty: 4451.033691
	Iteration 38F: 3 clusters Score -959825.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Entering Unmasked Estep 
Score: -2778882.250000 Penalty: 2473.457520
	Iteration 0F: 2 clusters Score -2778882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2764013.250000 Penalty: 4946.915039
	Iteration 0F: 3 clusters Score -2764013 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2769033.000000 Penalty: 4946.915039
	Iteration 1F: 3 clusters Score -2769033 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2769453.250000 Penalty: 4946.915039
	Iteration 2F: 3 clusters Score -2769453 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2769872.250000 Penalty: 4946.915039
	Iteration 3Q: 3 clusters Score -2769872 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2770400.750000 Penalty: 4946.915039
	Iteration 4Q: 3 clusters Score -2770401 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2771200.250000 Penalty: 4946.915039
	Iteration 5F: 3 clusters Score -2771200 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2772453.250000 Penalty: 4946.915039
	Iteration 6F: 3 clusters Score -2772453 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2774002.000000 Penalty: 4946.915039
	Iteration 7F: 3 clusters Score -2774002 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2775351.500000 Penalty: 4946.915039
	Iteration 8F: 3 clusters Score -2775352 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2776203.500000 Penalty: 4946.915039
	Iteration 9F: 3 clusters Score -2776204 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2776700.250000 Penalty: 4946.915039
	Iteration 10Q: 3 clusters Score -2776700 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2776962.750000 Penalty: 4946.915039
	Iteration 11Q: 3 clusters Score -2776963 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2777100.250000 Penalty: 4946.915039
	Iteration 12Q: 3 clusters Score -2777100 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2777196.000000 Penalty: 4946.915039
	Iteration 13Q: 3 clusters Score -2777196 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2777277.250000 Penalty: 4946.915039
	Iteration 14Q: 3 clusters Score -2777277 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2777329.250000 Penalty: 4946.915039
	Iteration 15Q: 3 clusters Score -2777329 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2777384.250000 Penalty: 4946.915039
	Iteration 16Q: 3 clusters Score -2777384 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2777440.750000 Penalty: 4946.915039
	Iteration 17Q: 3 clusters Score -2777441 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2777474.000000 Penalty: 4946.915039
	Iteration 18Q: 3 clusters Score -2777474 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2777493.500000 Penalty: 4946.915039
	Iteration 19Q: 3 clusters Score -2777494 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2777509.500000 Penalty: 4946.915039
	Iteration 20F: 3 clusters Score -2777510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2777521.750000 Penalty: 4946.915039
	Iteration 21Q: 3 clusters Score -2777522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2777526.750000 Penalty: 4946.915039
	Iteration 22Q: 3 clusters Score -2777527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2777533.750000 Penalty: 4946.915039
	Iteration 23Q: 3 clusters Score -2777534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2777532.250000 Penalty: 4946.915039
	Iteration 24Q: 3 clusters Score -2777532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2777541.500000 Penalty: 4946.915039
	Iteration 25Q: 3 clusters Score -2777542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2777546.750000 Penalty: 4946.915039
	Iteration 26Q: 3 clusters Score -2777547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2777552.500000 Penalty: 4946.915039
	Iteration 27Q: 3 clusters Score -2777552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2777558.750000 Penalty: 4946.915039
	Iteration 28Q: 3 clusters Score -2777559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2777551.750000 Penalty: 4946.915039
	Iteration 29Q: 3 clusters Score -2777552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2777554.250000 Penalty: 4946.915039
	Iteration 30Q: 3 clusters Score -2777554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2777557.500000 Penalty: 4946.915039
	Iteration 31Q: 3 clusters Score -2777558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2777561.000000 Penalty: 4946.915039
	Iteration 32Q: 3 clusters Score -2777561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2777565.000000 Penalty: 4946.915039
	Iteration 33Q: 3 clusters Score -2777565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2777572.000000 Penalty: 4946.915039
	Iteration 34Q: 3 clusters Score -2777572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2777570.250000 Penalty: 4946.915039
	Iteration 35Q: 3 clusters Score -2777570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2777568.250000 Penalty: 4946.915039
	Iteration 36Q: 3 clusters Score -2777568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2777572.000000 Penalty: 4946.915039
	Iteration 37Q: 3 clusters Score -2777572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2777576.000000 Penalty: 4946.915039
	Iteration 38Q: 3 clusters Score -2777576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2777580.000000 Penalty: 4946.915039
	Iteration 39Q: 3 clusters Score -2777580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2777578.500000 Penalty: 4946.915039
	Iteration 40F: 3 clusters Score -2777578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2777586.250000 Penalty: 4946.915039
	Iteration 41Q: 3 clusters Score -2777586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2777581.250000 Penalty: 4946.915039
	Iteration 42Q: 3 clusters Score -2777581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2777582.500000 Penalty: 4946.915039
	Iteration 43Q: 3 clusters Score -2777582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2777581.500000 Penalty: 4946.915039
	Iteration 44Q: 3 clusters Score -2777582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2777581.500000 Penalty: 4946.915039
	Iteration 45F: 3 clusters Score -2777582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Entering Unmasked Estep 
Score: -725693.625000 Penalty: 2137.608398
	Iteration 0F: 2 clusters Score -725693.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -720851.375000 Penalty: 4275.216797
	Iteration 0F: 3 clusters Score -720851.4 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -722185.937500 Penalty: 4275.216797
	Iteration 1F: 3 clusters Score -722185.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -722613.125000 Penalty: 4275.216797
	Iteration 2F: 3 clusters Score -722613.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -723007.687500 Penalty: 4275.216797
	Iteration 3F: 3 clusters Score -723007.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -723383.187500 Penalty: 4275.216797
	Iteration 4F: 3 clusters Score -723383.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -723691.437500 Penalty: 4275.216797
	Iteration 5F: 3 clusters Score -723691.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -723932.250000 Penalty: 4275.216797
	Iteration 6F: 3 clusters Score -723932.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -724108.750000 Penalty: 4275.216797
	Iteration 7Q: 3 clusters Score -724108.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -724259.937500 Penalty: 4275.216797
	Iteration 8Q: 3 clusters Score -724259.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -724371.250000 Penalty: 4275.216797
	Iteration 9Q: 3 clusters Score -724371.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -724468.125000 Penalty: 4275.216797
	Iteration 10Q: 3 clusters Score -724468.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -724535.250000 Penalty: 4275.216797
	Iteration 11Q: 3 clusters Score -724535.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -724583.875000 Penalty: 4275.216797
	Iteration 12Q: 3 clusters Score -724583.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -724619.500000 Penalty: 4275.216797
	Iteration 13Q: 3 clusters Score -724619.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -724635.125000 Penalty: 4275.216797
	Iteration 14Q: 3 clusters Score -724635.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -724647.875000 Penalty: 4275.216797
	Iteration 15Q: 3 clusters Score -724647.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -724660.562500 Penalty: 4275.216797
	Iteration 16Q: 3 clusters Score -724660.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -724674.000000 Penalty: 4275.216797
	Iteration 17Q: 3 clusters Score -724674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -724685.750000 Penalty: 4275.216797
	Iteration 18Q: 3 clusters Score -724685.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -724694.312500 Penalty: 4275.216797
	Iteration 19Q: 3 clusters Score -724694.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -724697.000000 Penalty: 4275.216797
	Iteration 20F: 3 clusters Score -724697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -724701.562500 Penalty: 4275.216797
	Iteration 21Q: 3 clusters Score -724701.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -724703.312500 Penalty: 4275.216797
	Iteration 22Q: 3 clusters Score -724703.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -724708.062500 Penalty: 4275.216797
	Iteration 23Q: 3 clusters Score -724708.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -724709.125000 Penalty: 4275.216797
	Iteration 24Q: 3 clusters Score -724709.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -724709.437500 Penalty: 4275.216797
	Iteration 25Q: 3 clusters Score -724709.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -724711.937500 Penalty: 4275.216797
	Iteration 26Q: 3 clusters Score -724711.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -724715.875000 Penalty: 4275.216797
	Iteration 27Q: 3 clusters Score -724715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -724718.000000 Penalty: 4275.216797
	Iteration 28Q: 3 clusters Score -724718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -724717.125000 Penalty: 4275.216797
	Iteration 29Q: 3 clusters Score -724717.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -724719.500000 Penalty: 4275.216797
	Iteration 30Q: 3 clusters Score -724719.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -724721.125000 Penalty: 4275.216797
	Iteration 31Q: 3 clusters Score -724721.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -724722.500000 Penalty: 4275.216797
	Iteration 32Q: 3 clusters Score -724722.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -724722.937500 Penalty: 4275.216797
	Iteration 33Q: 3 clusters Score -724722.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -724723.875000 Penalty: 4275.216797
	Iteration 34Q: 3 clusters Score -724723.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -724723.750000 Penalty: 4275.216797
	Iteration 35Q: 3 clusters Score -724723.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -724724.062500 Penalty: 4275.216797
	Iteration 36Q: 3 clusters Score -724724.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -724724.062500 Penalty: 4275.216797
	Iteration 37F: 3 clusters Score -724724.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -44596.695312 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -44596.7 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 201 members 
Entering Unmasked Estep 
Score: -43403.964844 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -43403.96 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43928.210938 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -43928.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44172.589844 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -44172.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44335.847656 Penalty: 3001.836182
	Iteration 3F: 3 clusters Score -44335.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44451.769531 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -44451.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44644.921875 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -44644.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -44820.796875 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -44820.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44936.269531 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -44936.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45361.429688 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -45361.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45446.804688 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -45446.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45446.804688 Penalty: 3001.836182
	Iteration 10F: 3 clusters Score -45446.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2405 members 
Mstep: Class 3 contains 255 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 31224 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 37360 members 
Mstep: Class 10 contains 20687 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 26456 members 
Mstep: Class 13 contains 5357 members 
Mstep: Class 14 contains 125902 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 212 members 
Mstep: Class 17 contains 46135 members 
Mstep: Class 18 contains 18700 members 
Mstep: Class 19 contains 7894 members 
Mstep: Class 20 contains 21453 members 
Mstep: Class 21 contains 5538 members 
Mstep: Class 22 contains 152 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 107239 members 
Mstep: Class 25 contains 9048 members 
Mstep: Class 26 contains 4187 members 
Mstep: Class 27 contains 14449 members 
Mstep: Class 28 contains 4746 members 
Mstep: Class 29 contains 766 members 
Mstep: Class 30 contains 2951 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 547 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 4751 members 
Mstep: Class 35 contains 543 members 
Mstep: Class 36 contains 582 members 
Mstep: Class 37 contains 273 members 
Entering Unmasked Estep 
Score: -73858984.000000 Penalty: 121763.554688
Splitting cluster 22 changes total score from -73859968.000000 to -73858984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (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: -1105137.250000 Penalty: 2248.197998
	Iteration 0F: 2 clusters Score -1105137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1098329.750000 Penalty: 4496.395996
	Iteration 0F: 3 clusters Score -1098330 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1100188.625000 Penalty: 4496.395996
	Iteration 1F: 3 clusters Score -1100189 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1100464.625000 Penalty: 4496.395996
	Iteration 2F: 3 clusters Score -1100465 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1100662.125000 Penalty: 4496.395996
	Iteration 3F: 3 clusters Score -1100662 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1100803.750000 Penalty: 4496.395996
	Iteration 4Q: 3 clusters Score -1100804 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1100908.750000 Penalty: 4496.395996
	Iteration 5Q: 3 clusters Score -1100909 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1101007.750000 Penalty: 4496.395996
	Iteration 6Q: 3 clusters Score -1101008 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1101104.375000 Penalty: 4496.395996
	Iteration 7Q: 3 clusters Score -1101104 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1101213.250000 Penalty: 4496.395996
	Iteration 8Q: 3 clusters Score -1101213 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1101333.250000 Penalty: 4496.395996
	Iteration 9Q: 3 clusters Score -1101333 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1101450.125000 Penalty: 4496.395996
	Iteration 10Q: 3 clusters Score -1101450 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1101583.250000 Penalty: 4496.395996
	Iteration 11Q: 3 clusters Score -1101583 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1101744.375000 Penalty: 4496.395996
	Iteration 12Q: 3 clusters Score -1101744 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1101914.750000 Penalty: 4496.395996
	Iteration 13Q: 3 clusters Score -1101915 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1102081.000000 Penalty: 4496.395996
	Iteration 14Q: 3 clusters Score -1102081 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1102216.000000 Penalty: 4496.395996
	Iteration 15Q: 3 clusters Score -1102216 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1102353.250000 Penalty: 4496.395996
	Iteration 16Q: 3 clusters Score -1102353 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1102490.250000 Penalty: 4496.395996
	Iteration 17Q: 3 clusters Score -1102490 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1102601.375000 Penalty: 4496.395996
	Iteration 18Q: 3 clusters Score -1102601 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1102686.000000 Penalty: 4496.395996
	Iteration 19Q: 3 clusters Score -1102686 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1102775.625000 Penalty: 4496.395996
	Iteration 20F: 3 clusters Score -1102776 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1102868.500000 Penalty: 4496.395996
	Iteration 21Q: 3 clusters Score -1102868 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1102941.000000 Penalty: 4496.395996
	Iteration 22Q: 3 clusters Score -1102941 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1103008.375000 Penalty: 4496.395996
	Iteration 23Q: 3 clusters Score -1103008 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1103064.250000 Penalty: 4496.395996
	Iteration 24Q: 3 clusters Score -1103064 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1103095.750000 Penalty: 4496.395996
	Iteration 25Q: 3 clusters Score -1103096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1103120.000000 Penalty: 4496.395996
	Iteration 26Q: 3 clusters Score -1103120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1103138.625000 Penalty: 4496.395996
	Iteration 27Q: 3 clusters Score -1103139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1103154.750000 Penalty: 4496.395996
	Iteration 28Q: 3 clusters Score -1103155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1103171.125000 Penalty: 4496.395996
	Iteration 29Q: 3 clusters Score -1103171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1103193.125000 Penalty: 4496.395996
	Iteration 30Q: 3 clusters Score -1103193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1103205.250000 Penalty: 4496.395996
	Iteration 31Q: 3 clusters Score -1103205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1103218.750000 Penalty: 4496.395996
	Iteration 32Q: 3 clusters Score -1103219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1103227.625000 Penalty: 4496.395996
	Iteration 33Q: 3 clusters Score -1103228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1103237.500000 Penalty: 4496.395996
	Iteration 34Q: 3 clusters Score -1103238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1103247.250000 Penalty: 4496.395996
	Iteration 35Q: 3 clusters Score -1103247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1103257.250000 Penalty: 4496.395996
	Iteration 36Q: 3 clusters Score -1103257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1103262.250000 Penalty: 4496.395996
	Iteration 37Q: 3 clusters Score -1103262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1103264.000000 Penalty: 4496.395996
	Iteration 38Q: 3 clusters Score -1103264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1103265.375000 Penalty: 4496.395996
	Iteration 39Q: 3 clusters Score -1103265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1103265.750000 Penalty: 4496.395996
	Iteration 40F: 3 clusters Score -1103266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1103267.000000 Penalty: 4496.395996
	Iteration 41Q: 3 clusters Score -1103267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1103268.125000 Penalty: 4496.395996
	Iteration 42Q: 3 clusters Score -1103268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1103273.625000 Penalty: 4496.395996
	Iteration 43Q: 3 clusters Score -1103274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1103275.000000 Penalty: 4496.395996
	Iteration 44Q: 3 clusters Score -1103275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1103280.125000 Penalty: 4496.395996
	Iteration 45Q: 3 clusters Score -1103280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1103288.375000 Penalty: 4496.395996
	Iteration 46Q: 3 clusters Score -1103288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1103293.125000 Penalty: 4496.395996
	Iteration 47Q: 3 clusters Score -1103293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1103297.125000 Penalty: 4496.395996
	Iteration 48Q: 3 clusters Score -1103297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1103297.500000 Penalty: 4496.395996
	Iteration 49Q: 3 clusters Score -1103298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1103297.500000 Penalty: 4496.395996
	Iteration 50F: 3 clusters Score -1103298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (107239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107239 members 
Entering Unmasked Estep 
Score: -14074145.000000 Penalty: 2872.538086
	Iteration 0F: 2 clusters Score -1.407414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -14002508.000000 Penalty: 5745.076172
	Iteration 0F: 3 clusters Score -1.400251e+07 nChanged 50841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -14031147.000000 Penalty: 5745.076172
	Iteration 1F: 3 clusters Score -1.403115e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -14031732.000000 Penalty: 5745.076172
	Iteration 2Q: 3 clusters Score -1.403173e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -14032262.000000 Penalty: 5745.076172
	Iteration 3Q: 3 clusters Score -1.403226e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 53780 members 
Entering Unmasked Estep 
Score: -14033005.000000 Penalty: 5745.076172
	Iteration 4Q: 3 clusters Score -1.4033e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -14033793.000000 Penalty: 5745.076172
	Iteration 5Q: 3 clusters Score -1.403379e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53702 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -14035060.000000 Penalty: 5745.076172
	Iteration 6Q: 3 clusters Score -1.403506e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -14036599.000000 Penalty: 5745.076172
	Iteration 7Q: 3 clusters Score -1.40366e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -14038384.000000 Penalty: 5745.076172
	Iteration 8Q: 3 clusters Score -1.403838e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -14040727.000000 Penalty: 5745.076172
	Iteration 9Q: 3 clusters Score -1.404073e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -14043869.000000 Penalty: 5745.076172
	Iteration 10F: 3 clusters Score -1.404387e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60437 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -14048246.000000 Penalty: 5745.076172
	Iteration 11F: 3 clusters Score -1.404825e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -14052889.000000 Penalty: 5745.076172
	Iteration 12F: 3 clusters Score -1.405289e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65809 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -14055942.000000 Penalty: 5745.076172
	Iteration 13Q: 3 clusters Score -1.405594e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68017 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -14057403.000000 Penalty: 5745.076172
	Iteration 14Q: 3 clusters Score -1.40574e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70184 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -14058270.000000 Penalty: 5745.076172
	Iteration 15Q: 3 clusters Score -1.405827e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72313 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -14059117.000000 Penalty: 5745.076172
	Iteration 16Q: 3 clusters Score -1.405912e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -14060005.000000 Penalty: 5745.076172
	Iteration 17Q: 3 clusters Score -1.406e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76783 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -14060873.000000 Penalty: 5745.076172
	Iteration 18Q: 3 clusters Score -1.406087e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -14061905.000000 Penalty: 5745.076172
	Iteration 19Q: 3 clusters Score -1.40619e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81345 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -14062886.000000 Penalty: 5745.076172
	Iteration 20F: 3 clusters Score -1.406289e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -14063876.000000 Penalty: 5745.076172
	Iteration 21Q: 3 clusters Score -1.406388e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85782 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -14064932.000000 Penalty: 5745.076172
	Iteration 22Q: 3 clusters Score -1.406493e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87863 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -14065845.000000 Penalty: 5745.076172
	Iteration 23Q: 3 clusters Score -1.406584e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89794 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -14066763.000000 Penalty: 5745.076172
	Iteration 24Q: 3 clusters Score -1.406676e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91520 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -14067594.000000 Penalty: 5745.076172
	Iteration 25Q: 3 clusters Score -1.406759e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93095 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -14068441.000000 Penalty: 5745.076172
	Iteration 26Q: 3 clusters Score -1.406844e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94490 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -14068987.000000 Penalty: 5745.076172
	Iteration 27Q: 3 clusters Score -1.406899e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95749 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -14069582.000000 Penalty: 5745.076172
	Iteration 28Q: 3 clusters Score -1.406958e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96873 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -14070281.000000 Penalty: 5745.076172
	Iteration 29Q: 3 clusters Score -1.407028e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97844 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -14070794.000000 Penalty: 5745.076172
	Iteration 30Q: 3 clusters Score -1.407079e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98645 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -14071309.000000 Penalty: 5745.076172
	Iteration 31Q: 3 clusters Score -1.407131e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99314 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -14071754.000000 Penalty: 5745.076172
	Iteration 32Q: 3 clusters Score -1.407175e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99871 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -14072116.000000 Penalty: 5745.076172
	Iteration 33Q: 3 clusters Score -1.407212e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100286 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -14072354.000000 Penalty: 5745.076172
	Iteration 34Q: 3 clusters Score -1.407235e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100613 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -14072526.000000 Penalty: 5745.076172
	Iteration 35Q: 3 clusters Score -1.407253e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100874 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -14072661.000000 Penalty: 5745.076172
	Iteration 36Q: 3 clusters Score -1.407266e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101094 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -14072736.000000 Penalty: 5745.076172
	Iteration 37Q: 3 clusters Score -1.407274e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101257 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -14072767.000000 Penalty: 5745.076172
	Iteration 38Q: 3 clusters Score -1.407277e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101381 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -14072820.000000 Penalty: 5745.076172
	Iteration 39Q: 3 clusters Score -1.407282e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101476 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -14072838.000000 Penalty: 5745.076172
	Iteration 40F: 3 clusters Score -1.407284e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101565 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -14072837.000000 Penalty: 5745.076172
	Iteration 41Q: 3 clusters Score -1.407284e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101633 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -14072829.000000 Penalty: 5745.076172
	Iteration 42Q: 3 clusters Score -1.407283e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101706 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -14072836.000000 Penalty: 5745.076172
	Iteration 43Q: 3 clusters Score -1.407284e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101764 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -14072869.000000 Penalty: 5745.076172
	Iteration 44Q: 3 clusters Score -1.407287e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101808 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -14072851.000000 Penalty: 5745.076172
	Iteration 45Q: 3 clusters Score -1.407285e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101858 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -14072863.000000 Penalty: 5745.076172
	Iteration 46Q: 3 clusters Score -1.407286e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -14072905.000000 Penalty: 5745.076172
	Iteration 47Q: 3 clusters Score -1.40729e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101970 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -14072906.000000 Penalty: 5745.076172
	Iteration 48Q: 3 clusters Score -1.407291e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -14072919.000000 Penalty: 5745.076172
	Iteration 49Q: 3 clusters Score -1.407292e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102066 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -14072932.000000 Penalty: 5745.076172
	Iteration 50Q: 3 clusters Score -1.407293e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102106 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -14072945.000000 Penalty: 5745.076172
	Iteration 51Q: 3 clusters Score -1.407294e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102138 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -14072949.000000 Penalty: 5745.076172
	Iteration 52Q: 3 clusters Score -1.407295e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102158 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -14072953.000000 Penalty: 5745.076172
	Iteration 53Q: 3 clusters Score -1.407295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102174 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -14072955.000000 Penalty: 5745.076172
	Iteration 54Q: 3 clusters Score -1.407296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102195 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -14072972.000000 Penalty: 5745.076172
	Iteration 55Q: 3 clusters Score -1.407297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102205 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -14072963.000000 Penalty: 5745.076172
	Iteration 56Q: 3 clusters Score -1.407296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102213 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -14072956.000000 Penalty: 5745.076172
	Iteration 57Q: 3 clusters Score -1.407296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102221 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -14072947.000000 Penalty: 5745.076172
	Iteration 58Q: 3 clusters Score -1.407295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102231 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -14072950.000000 Penalty: 5745.076172
	Iteration 59Q: 3 clusters Score -1.407295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102243 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -14072949.000000 Penalty: 5745.076172
	Iteration 60F: 3 clusters Score -1.407295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102262 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -14072961.000000 Penalty: 5745.076172
	Iteration 61Q: 3 clusters Score -1.407296e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102284 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -14072958.000000 Penalty: 5745.076172
	Iteration 62Q: 3 clusters Score -1.407296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102305 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -14072949.000000 Penalty: 5745.076172
	Iteration 63Q: 3 clusters Score -1.407295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102318 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -14072945.000000 Penalty: 5745.076172
	Iteration 64Q: 3 clusters Score -1.407294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102333 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -14072952.000000 Penalty: 5745.076172
	Iteration 65Q: 3 clusters Score -1.407295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102343 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -14072949.000000 Penalty: 5745.076172
	Iteration 66Q: 3 clusters Score -1.407295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102354 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -14072949.000000 Penalty: 5745.076172
	Iteration 67Q: 3 clusters Score -1.407295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102366 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -14072958.000000 Penalty: 5745.076172
	Iteration 68Q: 3 clusters Score -1.407296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102376 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -14072969.000000 Penalty: 5745.076172
	Iteration 69Q: 3 clusters Score -1.407297e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102387 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -14072965.000000 Penalty: 5745.076172
	Iteration 70Q: 3 clusters Score -1.407296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102394 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -14072969.000000 Penalty: 5745.076172
	Iteration 71Q: 3 clusters Score -1.407297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102403 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -14072986.000000 Penalty: 5745.076172
	Iteration 72Q: 3 clusters Score -1.407299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102406 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -14072996.000000 Penalty: 5745.076172
	Iteration 73Q: 3 clusters Score -1.4073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102408 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -14072986.000000 Penalty: 5745.076172
	Iteration 74Q: 3 clusters Score -1.407299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102410 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -14072994.000000 Penalty: 5745.076172
	Iteration 75Q: 3 clusters Score -1.407299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102414 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -14072995.000000 Penalty: 5745.076172
	Iteration 76Q: 3 clusters Score -1.4073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102414 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -14072995.000000 Penalty: 5745.076172
	Iteration 77F: 3 clusters Score -1.4073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Entering Unmasked Estep 
Score: -1106613.125000 Penalty: 2259.354248
	Iteration 0F: 2 clusters Score -1106613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1099463.500000 Penalty: 4518.708496
	Iteration 0F: 3 clusters Score -1099464 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1101601.375000 Penalty: 4518.708496
	Iteration 1F: 3 clusters Score -1101601 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1101943.875000 Penalty: 4518.708496
	Iteration 2F: 3 clusters Score -1101944 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1102295.500000 Penalty: 4518.708496
	Iteration 3F: 3 clusters Score -1102296 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1102706.250000 Penalty: 4518.708496
	Iteration 4F: 3 clusters Score -1102706 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1103130.500000 Penalty: 4518.708496
	Iteration 5F: 3 clusters Score -1103130 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1103514.875000 Penalty: 4518.708496
	Iteration 6F: 3 clusters Score -1103515 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1103867.250000 Penalty: 4518.708496
	Iteration 7Q: 3 clusters Score -1103867 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1104161.125000 Penalty: 4518.708496
	Iteration 8Q: 3 clusters Score -1104161 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1104381.375000 Penalty: 4518.708496
	Iteration 9Q: 3 clusters Score -1104381 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1104548.750000 Penalty: 4518.708496
	Iteration 10Q: 3 clusters Score -1104549 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1104681.875000 Penalty: 4518.708496
	Iteration 11Q: 3 clusters Score -1104682 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1104752.875000 Penalty: 4518.708496
	Iteration 12Q: 3 clusters Score -1104753 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1104807.125000 Penalty: 4518.708496
	Iteration 13Q: 3 clusters Score -1104807 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1104866.750000 Penalty: 4518.708496
	Iteration 14Q: 3 clusters Score -1104867 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1104905.250000 Penalty: 4518.708496
	Iteration 15Q: 3 clusters Score -1104905 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1104942.000000 Penalty: 4518.708496
	Iteration 16Q: 3 clusters Score -1104942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1104970.125000 Penalty: 4518.708496
	Iteration 17Q: 3 clusters Score -1104970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1104988.250000 Penalty: 4518.708496
	Iteration 18Q: 3 clusters Score -1104988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1104999.500000 Penalty: 4518.708496
	Iteration 19Q: 3 clusters Score -1105000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1105005.875000 Penalty: 4518.708496
	Iteration 20F: 3 clusters Score -1105006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1105013.875000 Penalty: 4518.708496
	Iteration 21Q: 3 clusters Score -1105014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1105027.875000 Penalty: 4518.708496
	Iteration 22Q: 3 clusters Score -1105028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1105036.750000 Penalty: 4518.708496
	Iteration 23Q: 3 clusters Score -1105037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1105044.750000 Penalty: 4518.708496
	Iteration 24Q: 3 clusters Score -1105045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1105053.875000 Penalty: 4518.708496
	Iteration 25Q: 3 clusters Score -1105054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1105057.875000 Penalty: 4518.708496
	Iteration 26Q: 3 clusters Score -1105058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1105067.625000 Penalty: 4518.708496
	Iteration 27Q: 3 clusters Score -1105068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1105073.625000 Penalty: 4518.708496
	Iteration 28Q: 3 clusters Score -1105074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1105080.875000 Penalty: 4518.708496
	Iteration 29Q: 3 clusters Score -1105081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1105088.000000 Penalty: 4518.708496
	Iteration 30Q: 3 clusters Score -1105088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1105089.750000 Penalty: 4518.708496
	Iteration 31Q: 3 clusters Score -1105090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1105090.250000 Penalty: 4518.708496
	Iteration 32Q: 3 clusters Score -1105090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1105090.250000 Penalty: 4518.708496
	Iteration 33F: 3 clusters Score -1105090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Entering Unmasked Estep 
Score: -522150.718750 Penalty: 2068.255371
	Iteration 0F: 2 clusters Score -522150.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -518144.531250 Penalty: 4136.510742
	Iteration 0F: 3 clusters Score -518144.5 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -519133.031250 Penalty: 4136.510742
	Iteration 1F: 3 clusters Score -519133 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -519353.093750 Penalty: 4136.510742
	Iteration 2F: 3 clusters Score -519353.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -519482.406250 Penalty: 4136.510742
	Iteration 3F: 3 clusters Score -519482.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -519567.562500 Penalty: 4136.510742
	Iteration 4Q: 3 clusters Score -519567.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -519631.250000 Penalty: 4136.510742
	Iteration 5Q: 3 clusters Score -519631.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -519704.500000 Penalty: 4136.510742
	Iteration 6Q: 3 clusters Score -519704.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -519770.781250 Penalty: 4136.510742
	Iteration 7Q: 3 clusters Score -519770.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -519828.781250 Penalty: 4136.510742
	Iteration 8Q: 3 clusters Score -519828.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -519889.625000 Penalty: 4136.510742
	Iteration 9Q: 3 clusters Score -519889.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -519942.281250 Penalty: 4136.510742
	Iteration 10Q: 3 clusters Score -519942.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -519985.750000 Penalty: 4136.510742
	Iteration 11Q: 3 clusters Score -519985.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -520025.281250 Penalty: 4136.510742
	Iteration 12Q: 3 clusters Score -520025.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -520064.906250 Penalty: 4136.510742
	Iteration 13Q: 3 clusters Score -520064.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -520099.531250 Penalty: 4136.510742
	Iteration 14Q: 3 clusters Score -520099.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -520138.718750 Penalty: 4136.510742
	Iteration 15Q: 3 clusters Score -520138.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -520185.843750 Penalty: 4136.510742
	Iteration 16Q: 3 clusters Score -520185.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -520215.093750 Penalty: 4136.510742
	Iteration 17Q: 3 clusters Score -520215.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -520241.250000 Penalty: 4136.510742
	Iteration 18Q: 3 clusters Score -520241.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -520264.156250 Penalty: 4136.510742
	Iteration 19Q: 3 clusters Score -520264.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -520282.093750 Penalty: 4136.510742
	Iteration 20F: 3 clusters Score -520282.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -520300.906250 Penalty: 4136.510742
	Iteration 21Q: 3 clusters Score -520300.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -520316.218750 Penalty: 4136.510742
	Iteration 22Q: 3 clusters Score -520316.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -520334.093750 Penalty: 4136.510742
	Iteration 23Q: 3 clusters Score -520334.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -520350.968750 Penalty: 4136.510742
	Iteration 24Q: 3 clusters Score -520351 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -520365.531250 Penalty: 4136.510742
	Iteration 25Q: 3 clusters Score -520365.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -520375.968750 Penalty: 4136.510742
	Iteration 26Q: 3 clusters Score -520376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -520384.468750 Penalty: 4136.510742
	Iteration 27Q: 3 clusters Score -520384.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -520392.625000 Penalty: 4136.510742
	Iteration 28Q: 3 clusters Score -520392.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -520402.437500 Penalty: 4136.510742
	Iteration 29Q: 3 clusters Score -520402.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -520411.218750 Penalty: 4136.510742
	Iteration 30Q: 3 clusters Score -520411.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -520418.906250 Penalty: 4136.510742
	Iteration 31Q: 3 clusters Score -520418.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -520424.562500 Penalty: 4136.510742
	Iteration 32Q: 3 clusters Score -520424.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -520430.156250 Penalty: 4136.510742
	Iteration 33Q: 3 clusters Score -520430.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -520435.718750 Penalty: 4136.510742
	Iteration 34Q: 3 clusters Score -520435.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -520438.312500 Penalty: 4136.510742
	Iteration 35Q: 3 clusters Score -520438.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -520442.937500 Penalty: 4136.510742
	Iteration 36Q: 3 clusters Score -520442.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -520446.250000 Penalty: 4136.510742
	Iteration 37Q: 3 clusters Score -520446.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -520449.000000 Penalty: 4136.510742
	Iteration 38Q: 3 clusters Score -520449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -520452.375000 Penalty: 4136.510742
	Iteration 39Q: 3 clusters Score -520452.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -520455.437500 Penalty: 4136.510742
	Iteration 40F: 3 clusters Score -520455.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -520456.218750 Penalty: 4136.510742
	Iteration 41Q: 3 clusters Score -520456.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -520458.687500 Penalty: 4136.510742
	Iteration 42Q: 3 clusters Score -520458.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -520460.843750 Penalty: 4136.510742
	Iteration 43Q: 3 clusters Score -520460.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -520463.968750 Penalty: 4136.510742
	Iteration 44Q: 3 clusters Score -520464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -520465.687500 Penalty: 4136.510742
	Iteration 45Q: 3 clusters Score -520465.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -520467.281250 Penalty: 4136.510742
	Iteration 46Q: 3 clusters Score -520467.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -520469.031250 Penalty: 4136.510742
	Iteration 47Q: 3 clusters Score -520469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -520471.906250 Penalty: 4136.510742
	Iteration 48Q: 3 clusters Score -520471.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -520474.531250 Penalty: 4136.510742
	Iteration 49Q: 3 clusters Score -520474.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -520475.093750 Penalty: 4136.510742
	Iteration 50Q: 3 clusters Score -520475.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -520475.218750 Penalty: 4136.510742
	Iteration 51Q: 3 clusters Score -520475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -520475.375000 Penalty: 4136.510742
	Iteration 52Q: 3 clusters Score -520475.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -520476.531250 Penalty: 4136.510742
	Iteration 53Q: 3 clusters Score -520476.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -520478.468750 Penalty: 4136.510742
	Iteration 54Q: 3 clusters Score -520478.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -520478.312500 Penalty: 4136.510742
	Iteration 55Q: 3 clusters Score -520478.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -520479.781250 Penalty: 4136.510742
	Iteration 56Q: 3 clusters Score -520479.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -520480.218750 Penalty: 4136.510742
	Iteration 57Q: 3 clusters Score -520480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -520482.843750 Penalty: 4136.510742
	Iteration 58Q: 3 clusters Score -520482.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -520484.687500 Penalty: 4136.510742
	Iteration 59Q: 3 clusters Score -520484.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -520487.781250 Penalty: 4136.510742
	Iteration 60F: 3 clusters Score -520487.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -520491.625000 Penalty: 4136.510742
	Iteration 61Q: 3 clusters Score -520491.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -520493.906250 Penalty: 4136.510742
	Iteration 62Q: 3 clusters Score -520493.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -520496.343750 Penalty: 4136.510742
	Iteration 63Q: 3 clusters Score -520496.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -520499.062500 Penalty: 4136.510742
	Iteration 64Q: 3 clusters Score -520499.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -520500.093750 Penalty: 4136.510742
	Iteration 65Q: 3 clusters Score -520500.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -520501.156250 Penalty: 4136.510742
	Iteration 66Q: 3 clusters Score -520501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -520503.343750 Penalty: 4136.510742
	Iteration 67Q: 3 clusters Score -520503.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -520505.968750 Penalty: 4136.510742
	Iteration 68Q: 3 clusters Score -520506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -520509.500000 Penalty: 4136.510742
	Iteration 69Q: 3 clusters Score -520509.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -520510.250000 Penalty: 4136.510742
	Iteration 70Q: 3 clusters Score -520510.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -520510.937500 Penalty: 4136.510742
	Iteration 71Q: 3 clusters Score -520510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -520511.062500 Penalty: 4136.510742
	Iteration 72Q: 3 clusters Score -520511.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -520513.187500 Penalty: 4136.510742
	Iteration 73Q: 3 clusters Score -520513.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -520514.062500 Penalty: 4136.510742
	Iteration 74Q: 3 clusters Score -520514.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -520514.062500 Penalty: 4136.510742
	Iteration 75F: 3 clusters Score -520514.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Entering Unmasked Estep 
Score: -1875196.875000 Penalty: 2375.438477
	Iteration 0F: 2 clusters Score -1875197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1864626.000000 Penalty: 4750.876953
	Iteration 0F: 3 clusters Score -1864626 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1867846.125000 Penalty: 4750.876953
	Iteration 1F: 3 clusters Score -1867846 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1868209.000000 Penalty: 4750.876953
	Iteration 2F: 3 clusters Score -1868209 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1868455.125000 Penalty: 4750.876953
	Iteration 3Q: 3 clusters Score -1868455 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1868668.500000 Penalty: 4750.876953
	Iteration 4Q: 3 clusters Score -1868668 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1868846.500000 Penalty: 4750.876953
	Iteration 5Q: 3 clusters Score -1868846 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1868992.125000 Penalty: 4750.876953
	Iteration 6Q: 3 clusters Score -1868992 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1869150.625000 Penalty: 4750.876953
	Iteration 7Q: 3 clusters Score -1869151 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1869293.625000 Penalty: 4750.876953
	Iteration 8Q: 3 clusters Score -1869294 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1869445.750000 Penalty: 4750.876953
	Iteration 9Q: 3 clusters Score -1869446 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1869606.500000 Penalty: 4750.876953
	Iteration 10Q: 3 clusters Score -1869606 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1869806.000000 Penalty: 4750.876953
	Iteration 11Q: 3 clusters Score -1869806 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1870050.625000 Penalty: 4750.876953
	Iteration 12Q: 3 clusters Score -1870051 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1870367.750000 Penalty: 4750.876953
	Iteration 13Q: 3 clusters Score -1870368 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1870742.250000 Penalty: 4750.876953
	Iteration 14Q: 3 clusters Score -1870742 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1871131.375000 Penalty: 4750.876953
	Iteration 15Q: 3 clusters Score -1871131 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1871529.250000 Penalty: 4750.876953
	Iteration 16Q: 3 clusters Score -1871529 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1871934.375000 Penalty: 4750.876953
	Iteration 17Q: 3 clusters Score -1871934 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1872275.875000 Penalty: 4750.876953
	Iteration 18Q: 3 clusters Score -1872276 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1872514.000000 Penalty: 4750.876953
	Iteration 19Q: 3 clusters Score -1872514 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1872695.500000 Penalty: 4750.876953
	Iteration 20F: 3 clusters Score -1872696 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1872805.500000 Penalty: 4750.876953
	Iteration 21Q: 3 clusters Score -1872806 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1872898.250000 Penalty: 4750.876953
	Iteration 22Q: 3 clusters Score -1872898 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1872976.375000 Penalty: 4750.876953
	Iteration 23Q: 3 clusters Score -1872976 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1873020.875000 Penalty: 4750.876953
	Iteration 24Q: 3 clusters Score -1873021 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1873061.750000 Penalty: 4750.876953
	Iteration 25Q: 3 clusters Score -1873062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1873097.125000 Penalty: 4750.876953
	Iteration 26Q: 3 clusters Score -1873097 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1873124.375000 Penalty: 4750.876953
	Iteration 27Q: 3 clusters Score -1873124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1873141.250000 Penalty: 4750.876953
	Iteration 28Q: 3 clusters Score -1873141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1873150.125000 Penalty: 4750.876953
	Iteration 29Q: 3 clusters Score -1873150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1873155.750000 Penalty: 4750.876953
	Iteration 30Q: 3 clusters Score -1873156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1873165.500000 Penalty: 4750.876953
	Iteration 31Q: 3 clusters Score -1873166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1873174.000000 Penalty: 4750.876953
	Iteration 32Q: 3 clusters Score -1873174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1873176.000000 Penalty: 4750.876953
	Iteration 33Q: 3 clusters Score -1873176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1873182.125000 Penalty: 4750.876953
	Iteration 34Q: 3 clusters Score -1873182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1873186.625000 Penalty: 4750.876953
	Iteration 35Q: 3 clusters Score -1873187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1873193.625000 Penalty: 4750.876953
	Iteration 36Q: 3 clusters Score -1873194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1873204.750000 Penalty: 4750.876953
	Iteration 37Q: 3 clusters Score -1873205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1873212.750000 Penalty: 4750.876953
	Iteration 38Q: 3 clusters Score -1873213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1873216.750000 Penalty: 4750.876953
	Iteration 39Q: 3 clusters Score -1873217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1873219.000000 Penalty: 4750.876953
	Iteration 40F: 3 clusters Score -1873219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1873220.500000 Penalty: 4750.876953
	Iteration 41Q: 3 clusters Score -1873220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1873227.375000 Penalty: 4750.876953
	Iteration 42Q: 3 clusters Score -1873227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1873229.375000 Penalty: 4750.876953
	Iteration 43Q: 3 clusters Score -1873229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1873235.125000 Penalty: 4750.876953
	Iteration 44Q: 3 clusters Score -1873235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1873236.750000 Penalty: 4750.876953
	Iteration 45Q: 3 clusters Score -1873237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1873235.750000 Penalty: 4750.876953
	Iteration 46Q: 3 clusters Score -1873236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1873238.375000 Penalty: 4750.876953
	Iteration 47Q: 3 clusters Score -1873238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1873241.250000 Penalty: 4750.876953
	Iteration 48Q: 3 clusters Score -1873241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1873241.250000 Penalty: 4750.876953
	Iteration 49F: 3 clusters Score -1873241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Entering Unmasked Estep 
Score: -623333.437500 Penalty: 2099.334229
	Iteration 0F: 2 clusters Score -623333.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -618976.562500 Penalty: 4198.668457
	Iteration 0F: 3 clusters Score -618976.6 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -619983.125000 Penalty: 4198.668457
	Iteration 1F: 3 clusters Score -619983.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -620181.437500 Penalty: 4198.668457
	Iteration 2F: 3 clusters Score -620181.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -620296.000000 Penalty: 4198.668457
	Iteration 3Q: 3 clusters Score -620296 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -620381.625000 Penalty: 4198.668457
	Iteration 4Q: 3 clusters Score -620381.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -620438.312500 Penalty: 4198.668457
	Iteration 5Q: 3 clusters Score -620438.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -620484.812500 Penalty: 4198.668457
	Iteration 6Q: 3 clusters Score -620484.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -620524.750000 Penalty: 4198.668457
	Iteration 7Q: 3 clusters Score -620524.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -620574.375000 Penalty: 4198.668457
	Iteration 8Q: 3 clusters Score -620574.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -620619.500000 Penalty: 4198.668457
	Iteration 9Q: 3 clusters Score -620619.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -620663.687500 Penalty: 4198.668457
	Iteration 10Q: 3 clusters Score -620663.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -620713.687500 Penalty: 4198.668457
	Iteration 11Q: 3 clusters Score -620713.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -620764.375000 Penalty: 4198.668457
	Iteration 12Q: 3 clusters Score -620764.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -620813.875000 Penalty: 4198.668457
	Iteration 13Q: 3 clusters Score -620813.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -620863.062500 Penalty: 4198.668457
	Iteration 14Q: 3 clusters Score -620863.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -620919.062500 Penalty: 4198.668457
	Iteration 15Q: 3 clusters Score -620919.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -620997.062500 Penalty: 4198.668457
	Iteration 16Q: 3 clusters Score -620997.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -621110.937500 Penalty: 4198.668457
	Iteration 17Q: 3 clusters Score -621110.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -621236.937500 Penalty: 4198.668457
	Iteration 18Q: 3 clusters Score -621236.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -621367.500000 Penalty: 4198.668457
	Iteration 19Q: 3 clusters Score -621367.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -621465.750000 Penalty: 4198.668457
	Iteration 20F: 3 clusters Score -621465.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -621543.187500 Penalty: 4198.668457
	Iteration 21Q: 3 clusters Score -621543.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -621622.500000 Penalty: 4198.668457
	Iteration 22Q: 3 clusters Score -621622.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -621682.937500 Penalty: 4198.668457
	Iteration 23Q: 3 clusters Score -621682.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -621726.062500 Penalty: 4198.668457
	Iteration 24Q: 3 clusters Score -621726.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -621755.562500 Penalty: 4198.668457
	Iteration 25Q: 3 clusters Score -621755.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -621773.062500 Penalty: 4198.668457
	Iteration 26Q: 3 clusters Score -621773.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -621784.875000 Penalty: 4198.668457
	Iteration 27Q: 3 clusters Score -621784.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -621793.562500 Penalty: 4198.668457
	Iteration 28Q: 3 clusters Score -621793.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -621805.750000 Penalty: 4198.668457
	Iteration 29Q: 3 clusters Score -621805.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -621812.937500 Penalty: 4198.668457
	Iteration 30Q: 3 clusters Score -621812.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -621825.187500 Penalty: 4198.668457
	Iteration 31Q: 3 clusters Score -621825.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -621831.187500 Penalty: 4198.668457
	Iteration 32Q: 3 clusters Score -621831.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -621836.062500 Penalty: 4198.668457
	Iteration 33Q: 3 clusters Score -621836.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -621843.687500 Penalty: 4198.668457
	Iteration 34Q: 3 clusters Score -621843.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -621849.250000 Penalty: 4198.668457
	Iteration 35Q: 3 clusters Score -621849.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -621858.750000 Penalty: 4198.668457
	Iteration 36Q: 3 clusters Score -621858.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -621865.187500 Penalty: 4198.668457
	Iteration 37Q: 3 clusters Score -621865.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -621871.375000 Penalty: 4198.668457
	Iteration 38Q: 3 clusters Score -621871.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -621873.437500 Penalty: 4198.668457
	Iteration 39Q: 3 clusters Score -621873.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -621875.687500 Penalty: 4198.668457
	Iteration 40F: 3 clusters Score -621875.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -621879.562500 Penalty: 4198.668457
	Iteration 41Q: 3 clusters Score -621879.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -621881.500000 Penalty: 4198.668457
	Iteration 42Q: 3 clusters Score -621881.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -621883.125000 Penalty: 4198.668457
	Iteration 43Q: 3 clusters Score -621883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -621885.250000 Penalty: 4198.668457
	Iteration 44Q: 3 clusters Score -621885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -621885.875000 Penalty: 4198.668457
	Iteration 45Q: 3 clusters Score -621885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -621886.562500 Penalty: 4198.668457
	Iteration 46Q: 3 clusters Score -621886.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -621886.937500 Penalty: 4198.668457
	Iteration 47Q: 3 clusters Score -621886.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -621886.812500 Penalty: 4198.668457
	Iteration 48Q: 3 clusters Score -621886.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -621886.812500 Penalty: 4198.668457
	Iteration 49F: 3 clusters Score -621886.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -93609.460938 Penalty: 1647.013184
	Iteration 0F: 2 clusters Score -93609.46 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 372 members 
Entering Unmasked Estep 
Score: -91897.007812 Penalty: 3294.026367
	Iteration 0F: 3 clusters Score -91897.01 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -92166.781250 Penalty: 3294.026367
	Iteration 1F: 3 clusters Score -92166.78 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -92280.226562 Penalty: 3294.026367
	Iteration 2F: 3 clusters Score -92280.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -92361.093750 Penalty: 3294.026367
	Iteration 3Q: 3 clusters Score -92361.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -92430.320312 Penalty: 3294.026367
	Iteration 4Q: 3 clusters Score -92430.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -92459.265625 Penalty: 3294.026367
	Iteration 5Q: 3 clusters Score -92459.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -92469.539062 Penalty: 3294.026367
	Iteration 6Q: 3 clusters Score -92469.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -92479.179688 Penalty: 3294.026367
	Iteration 7Q: 3 clusters Score -92479.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -92484.828125 Penalty: 3294.026367
	Iteration 8Q: 3 clusters Score -92484.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -92489.031250 Penalty: 3294.026367
	Iteration 9Q: 3 clusters Score -92489.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -92494.789062 Penalty: 3294.026367
	Iteration 10Q: 3 clusters Score -92494.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -92495.585938 Penalty: 3294.026367
	Iteration 11Q: 3 clusters Score -92495.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -92495.585938 Penalty: 3294.026367
	Iteration 12F: 3 clusters Score -92495.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Entering Unmasked Estep 
Score: -363270.406250 Penalty: 1981.494995
	Iteration 0F: 2 clusters Score -363270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -360012.031250 Penalty: 3962.989990
	Iteration 0F: 3 clusters Score -360012 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -360723.468750 Penalty: 3962.989990
	Iteration 1F: 3 clusters Score -360723.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -360955.187500 Penalty: 3962.989990
	Iteration 2F: 3 clusters Score -360955.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -361112.250000 Penalty: 3962.989990
	Iteration 3F: 3 clusters Score -361112.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -361253.937500 Penalty: 3962.989990
	Iteration 4F: 3 clusters Score -361253.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -361359.437500 Penalty: 3962.989990
	Iteration 5Q: 3 clusters Score -361359.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -361444.437500 Penalty: 3962.989990
	Iteration 6Q: 3 clusters Score -361444.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -361548.625000 Penalty: 3962.989990
	Iteration 7Q: 3 clusters Score -361548.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -361627.500000 Penalty: 3962.989990
	Iteration 8Q: 3 clusters Score -361627.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -361716.625000 Penalty: 3962.989990
	Iteration 9Q: 3 clusters Score -361716.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -361805.593750 Penalty: 3962.989990
	Iteration 10Q: 3 clusters Score -361805.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -361886.750000 Penalty: 3962.989990
	Iteration 11Q: 3 clusters Score -361886.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -361963.375000 Penalty: 3962.989990
	Iteration 12Q: 3 clusters Score -361963.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -362054.343750 Penalty: 3962.989990
	Iteration 13Q: 3 clusters Score -362054.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -362184.187500 Penalty: 3962.989990
	Iteration 14Q: 3 clusters Score -362184.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -362317.031250 Penalty: 3962.989990
	Iteration 15Q: 3 clusters Score -362317 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -362427.968750 Penalty: 3962.989990
	Iteration 16Q: 3 clusters Score -362428 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -362512.468750 Penalty: 3962.989990
	Iteration 17Q: 3 clusters Score -362512.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -362557.281250 Penalty: 3962.989990
	Iteration 18Q: 3 clusters Score -362557.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -362584.468750 Penalty: 3962.989990
	Iteration 19Q: 3 clusters Score -362584.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -362598.468750 Penalty: 3962.989990
	Iteration 20F: 3 clusters Score -362598.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -362606.218750 Penalty: 3962.989990
	Iteration 21Q: 3 clusters Score -362606.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -362609.468750 Penalty: 3962.989990
	Iteration 22Q: 3 clusters Score -362609.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -362611.125000 Penalty: 3962.989990
	Iteration 23Q: 3 clusters Score -362611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -362612.500000 Penalty: 3962.989990
	Iteration 24Q: 3 clusters Score -362612.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -362613.156250 Penalty: 3962.989990
	Iteration 25Q: 3 clusters Score -362613.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -362613.156250 Penalty: 3962.989990
	Iteration 26F: 3 clusters Score -362613.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -101789.859375 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -101789.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -99965.226562 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -99965.23 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100270.437500 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -100270.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -100439.554688 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -100439.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -100551.632812 Penalty: 3352.590576
	Iteration 3Q: 3 clusters Score -100551.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -100641.414062 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -100641.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -100735.273438 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -100735.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100798.054688 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -100798.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -100850.773438 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -100850.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -100918.539062 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -100918.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -100953.429688 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -100953.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -100991.593750 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -100991.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -101029.664062 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -101029.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101063.382812 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -101063.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -101089.382812 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -101089.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -101105.007812 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -101105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -101129.664062 Penalty: 3352.590576
	Iteration 15Q: 3 clusters Score -101129.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -101161.664062 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -101161.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -101188.507812 Penalty: 3352.590576
	Iteration 17Q: 3 clusters Score -101188.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -101209.265625 Penalty: 3352.590576
	Iteration 18Q: 3 clusters Score -101209.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -101232.578125 Penalty: 3352.590576
	Iteration 19Q: 3 clusters Score -101232.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -101271.882812 Penalty: 3352.590576
	Iteration 20F: 3 clusters Score -101271.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -101371.875000 Penalty: 3352.590576
	Iteration 21Q: 3 clusters Score -101371.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -101474.265625 Penalty: 3352.590576
	Iteration 22Q: 3 clusters Score -101474.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -101545.546875 Penalty: 3352.590576
	Iteration 23Q: 3 clusters Score -101545.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -101566.523438 Penalty: 3352.590576
	Iteration 24Q: 3 clusters Score -101566.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -101586.984375 Penalty: 3352.590576
	Iteration 25Q: 3 clusters Score -101587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -101593.375000 Penalty: 3352.590576
	Iteration 26Q: 3 clusters Score -101593.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -101598.328125 Penalty: 3352.590576
	Iteration 27Q: 3 clusters Score -101598.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -101600.406250 Penalty: 3352.590576
	Iteration 28Q: 3 clusters Score -101600.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -101600.406250 Penalty: 3352.590576
	Iteration 29F: 3 clusters Score -101600.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Entering Unmasked Estep 
Score: -57013.800781 Penalty: 1563.503296
	Iteration 0F: 2 clusters Score -57013.8 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 287 members 
Entering Unmasked Estep 
Score: -55611.964844 Penalty: 3127.006592
	Iteration 0F: 3 clusters Score -55611.96 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -55907.019531 Penalty: 3127.006592
	Iteration 1F: 3 clusters Score -55907.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56012.007812 Penalty: 3127.006592
	Iteration 2F: 3 clusters Score -56012.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56043.890625 Penalty: 3127.006592
	Iteration 3Q: 3 clusters Score -56043.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56078.851562 Penalty: 3127.006592
	Iteration 4Q: 3 clusters Score -56078.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56096.386719 Penalty: 3127.006592
	Iteration 5Q: 3 clusters Score -56096.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56100.394531 Penalty: 3127.006592
	Iteration 6Q: 3 clusters Score -56100.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56102.703125 Penalty: 3127.006592
	Iteration 7Q: 3 clusters Score -56102.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56102.703125 Penalty: 3127.006592
	Iteration 8F: 3 clusters Score -56102.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -38579.191406 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -38579.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37263.792969 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -37263.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37435.097656 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -37435.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37486.382812 Penalty: 2894.066162
	Iteration 2Q: 3 clusters Score -37486.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37532.601562 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -37532.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37589.238281 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -37589.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37611.273438 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -37611.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37629.902344 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -37629.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37649.132812 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -37649.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37656.699219 Penalty: 2894.066162
	Iteration 8Q: 3 clusters Score -37656.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37665.375000 Penalty: 2894.066162
	Iteration 9Q: 3 clusters Score -37665.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37672.617188 Penalty: 2894.066162
	Iteration 10Q: 3 clusters Score -37672.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37679.097656 Penalty: 2894.066162
	Iteration 11Q: 3 clusters Score -37679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37683.558594 Penalty: 2894.066162
	Iteration 12Q: 3 clusters Score -37683.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37702.210938 Penalty: 2894.066162
	Iteration 13Q: 3 clusters Score -37702.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37741.332031 Penalty: 2894.066162
	Iteration 14Q: 3 clusters Score -37741.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37806.324219 Penalty: 2894.066162
	Iteration 15Q: 3 clusters Score -37806.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37895.605469 Penalty: 2894.066162
	Iteration 16Q: 3 clusters Score -37895.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37962.503906 Penalty: 2894.066162
	Iteration 17Q: 3 clusters Score -37962.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37980.609375 Penalty: 2894.066162
	Iteration 18Q: 3 clusters Score -37980.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38016.144531 Penalty: 2894.066162
	Iteration 19Q: 3 clusters Score -38016.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38047.312500 Penalty: 2894.066162
	Iteration 20F: 3 clusters Score -38047.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Entering Unmasked Estep 
Score: -616121.062500 Penalty: 2099.595215
	Iteration 0F: 2 clusters Score -616121.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -611753.062500 Penalty: 4199.190430
	Iteration 0F: 3 clusters Score -611753.1 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -612793.187500 Penalty: 4199.190430
	Iteration 1F: 3 clusters Score -612793.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -612982.750000 Penalty: 4199.190430
	Iteration 2F: 3 clusters Score -612982.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -613117.937500 Penalty: 4199.190430
	Iteration 3F: 3 clusters Score -613117.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -613214.937500 Penalty: 4199.190430
	Iteration 4Q: 3 clusters Score -613214.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -613282.687500 Penalty: 4199.190430
	Iteration 5Q: 3 clusters Score -613282.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -613340.062500 Penalty: 4199.190430
	Iteration 6Q: 3 clusters Score -613340.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -613394.625000 Penalty: 4199.190430
	Iteration 7Q: 3 clusters Score -613394.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -613444.500000 Penalty: 4199.190430
	Iteration 8Q: 3 clusters Score -613444.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -613500.687500 Penalty: 4199.190430
	Iteration 9Q: 3 clusters Score -613500.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -613562.375000 Penalty: 4199.190430
	Iteration 10Q: 3 clusters Score -613562.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -613614.750000 Penalty: 4199.190430
	Iteration 11Q: 3 clusters Score -613614.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -613676.937500 Penalty: 4199.190430
	Iteration 12Q: 3 clusters Score -613676.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -613747.437500 Penalty: 4199.190430
	Iteration 13Q: 3 clusters Score -613747.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -613818.937500 Penalty: 4199.190430
	Iteration 14Q: 3 clusters Score -613818.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -613882.062500 Penalty: 4199.190430
	Iteration 15Q: 3 clusters Score -613882.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -613933.937500 Penalty: 4199.190430
	Iteration 16Q: 3 clusters Score -613933.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -613977.062500 Penalty: 4199.190430
	Iteration 17Q: 3 clusters Score -613977.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -614003.187500 Penalty: 4199.190430
	Iteration 18Q: 3 clusters Score -614003.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -614035.937500 Penalty: 4199.190430
	Iteration 19Q: 3 clusters Score -614035.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -614058.625000 Penalty: 4199.190430
	Iteration 20F: 3 clusters Score -614058.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -614088.312500 Penalty: 4199.190430
	Iteration 21Q: 3 clusters Score -614088.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -614117.250000 Penalty: 4199.190430
	Iteration 22Q: 3 clusters Score -614117.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -614138.312500 Penalty: 4199.190430
	Iteration 23Q: 3 clusters Score -614138.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -614155.375000 Penalty: 4199.190430
	Iteration 24Q: 3 clusters Score -614155.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -614173.250000 Penalty: 4199.190430
	Iteration 25Q: 3 clusters Score -614173.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -614190.375000 Penalty: 4199.190430
	Iteration 26Q: 3 clusters Score -614190.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -614208.375000 Penalty: 4199.190430
	Iteration 27Q: 3 clusters Score -614208.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -614223.750000 Penalty: 4199.190430
	Iteration 28Q: 3 clusters Score -614223.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -614232.500000 Penalty: 4199.190430
	Iteration 29Q: 3 clusters Score -614232.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -614242.812500 Penalty: 4199.190430
	Iteration 30Q: 3 clusters Score -614242.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -614253.687500 Penalty: 4199.190430
	Iteration 31Q: 3 clusters Score -614253.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -614260.125000 Penalty: 4199.190430
	Iteration 32Q: 3 clusters Score -614260.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -614268.000000 Penalty: 4199.190430
	Iteration 33Q: 3 clusters Score -614268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -614273.375000 Penalty: 4199.190430
	Iteration 34Q: 3 clusters Score -614273.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -614278.937500 Penalty: 4199.190430
	Iteration 35Q: 3 clusters Score -614278.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -614285.625000 Penalty: 4199.190430
	Iteration 36Q: 3 clusters Score -614285.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -614289.750000 Penalty: 4199.190430
	Iteration 37Q: 3 clusters Score -614289.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -614294.062500 Penalty: 4199.190430
	Iteration 38Q: 3 clusters Score -614294.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -614299.812500 Penalty: 4199.190430
	Iteration 39Q: 3 clusters Score -614299.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -614303.187500 Penalty: 4199.190430
	Iteration 40F: 3 clusters Score -614303.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -614305.062500 Penalty: 4199.190430
	Iteration 41Q: 3 clusters Score -614305.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -614308.062500 Penalty: 4199.190430
	Iteration 42Q: 3 clusters Score -614308.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -614313.875000 Penalty: 4199.190430
	Iteration 43Q: 3 clusters Score -614313.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -614319.812500 Penalty: 4199.190430
	Iteration 44Q: 3 clusters Score -614319.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -614323.375000 Penalty: 4199.190430
	Iteration 45Q: 3 clusters Score -614323.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -614327.000000 Penalty: 4199.190430
	Iteration 46Q: 3 clusters Score -614327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -614328.312500 Penalty: 4199.190430
	Iteration 47Q: 3 clusters Score -614328.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -614331.687500 Penalty: 4199.190430
	Iteration 48Q: 3 clusters Score -614331.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -614335.750000 Penalty: 4199.190430
	Iteration 49Q: 3 clusters Score -614335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -614339.437500 Penalty: 4199.190430
	Iteration 50Q: 3 clusters Score -614339.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -614340.312500 Penalty: 4199.190430
	Iteration 51Q: 3 clusters Score -614340.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -614341.125000 Penalty: 4199.190430
	Iteration 52Q: 3 clusters Score -614341.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -614341.125000 Penalty: 4199.190430
	Iteration 53F: 3 clusters Score -614341.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -61111.347656 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -61111.35 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 284 members 
Entering Unmasked Estep 
Score: -59649.617188 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -59649.62 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59930.968750 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -59930.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60041.304688 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -60041.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60092.242188 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -60092.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -60147.375000 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -60147.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60171.671875 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -60171.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60194.039062 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -60194.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -60217.777344 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -60217.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60243.250000 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -60243.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60267.511719 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -60267.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60273.289062 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -60273.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -60296.687500 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -60296.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60322.957031 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -60322.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60335.503906 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -60335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60335.503906 Penalty: 3123.366211
	Iteration 14F: 3 clusters Score -60335.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -69120.593750 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -69120.59 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 282 members 
Entering Unmasked Estep 
Score: -67520.914062 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -67520.91 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67721.562500 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -67721.56 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67828.109375 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -67828.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67899.390625 Penalty: 3157.769287
	Iteration 3Q: 3 clusters Score -67899.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67931.742188 Penalty: 3157.769287
	Iteration 4Q: 3 clusters Score -67931.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67971.851562 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -67971.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68011.203125 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -68011.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68052.226562 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -68052.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68065.820312 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -68065.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68081.523438 Penalty: 3157.769287
	Iteration 9Q: 3 clusters Score -68081.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68098.500000 Penalty: 3157.769287
	Iteration 10Q: 3 clusters Score -68098.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68105.000000 Penalty: 3157.769287
	Iteration 11Q: 3 clusters Score -68105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68106.820312 Penalty: 3157.769287
	Iteration 12Q: 3 clusters Score -68106.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68108.835938 Penalty: 3157.769287
	Iteration 13Q: 3 clusters Score -68108.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68111.054688 Penalty: 3157.769287
	Iteration 14Q: 3 clusters Score -68111.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68115.101562 Penalty: 3157.769287
	Iteration 15Q: 3 clusters Score -68115.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68119.781250 Penalty: 3157.769287
	Iteration 16Q: 3 clusters Score -68119.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68132.101562 Penalty: 3157.769287
	Iteration 17Q: 3 clusters Score -68132.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68132.101562 Penalty: 3157.769287
	Iteration 18F: 3 clusters Score -68132.1 nChanged 0
--- Evaluating fit on full set of 1738268 points ---
Entering Unmasked Estep 
Score: -221017728.000000 Penalty: 128281.070312
23->37 Clusters: Score -221017728.000000, best is -221164160.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 579422 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 25172 members 
Mstep: Class 3 contains 24983 members 
Mstep: Class 4 contains 25265 members 
Mstep: Class 5 contains 25306 members 
Mstep: Class 6 contains 25160 members 
Mstep: Class 7 contains 25054 members 
Mstep: Class 8 contains 25029 members 
Mstep: Class 9 contains 25293 members 
Mstep: Class 10 contains 25199 members 
Mstep: Class 11 contains 25501 members 
Mstep: Class 12 contains 25211 members 
Mstep: Class 13 contains 25194 members 
Mstep: Class 14 contains 25484 members 
Mstep: Class 15 contains 25351 members 
Mstep: Class 16 contains 25026 members 
Mstep: Class 17 contains 25150 members 
Mstep: Class 18 contains 25267 members 
Mstep: Class 19 contains 24936 members 
Mstep: Class 20 contains 25173 members 
Mstep: Class 21 contains 25115 members 
Mstep: Class 22 contains 25240 members 
Mstep: Class 23 contains 25292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 107.427116 but Gain 3290.906250
Score: -69051760.000000 Penalty: 72399.953125
Iteration 0F: 23 clusters Score -6.905176e+07 nChanged 551402
Entering Unmasked Mstep 
Mstep: Class 0 contains 2464 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 82155 members 
Mstep: Class 3 contains 13387 members 
Mstep: Class 4 contains 33359 members 
Mstep: Class 5 contains 30037 members 
Mstep: Class 6 contains 31498 members 
Mstep: Class 7 contains 204079 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 20750 members 
Mstep: Class 10 contains 13764 members 
Mstep: Class 11 contains 10021 members 
Mstep: Class 12 contains 4334 members 
Mstep: Class 13 contains 27327 members 
Mstep: Class 14 contains 21024 members 
Mstep: Class 15 contains 3120 members 
Mstep: Class 16 contains 5145 members 
Mstep: Class 17 contains 12523 members 
Mstep: Class 19 contains 4920 members 
Mstep: Class 20 contains 4749 members 
Mstep: Class 21 contains 23055 members 
Mstep: Class 22 contains 11180 members 
Mstep: Class 23 contains 8884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3092.255127 but Gain 3290.906250
Score: -71690384.000000 Penalty: 69109.046875
Iteration 1F: 22 clusters Score -7.169038e+07 nChanged 212190
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 86144 members 
Mstep: Class 3 contains 8553 members 
Mstep: Class 4 contains 31608 members 
Mstep: Class 5 contains 25354 members 
Mstep: Class 6 contains 13534 members 
Mstep: Class 7 contains 259416 members 
Mstep: Class 8 contains 10966 members 
Mstep: Class 9 contains 12923 members 
Mstep: Class 10 contains 10808 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 13 contains 26852 members 
Mstep: Class 14 contains 19468 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 3982 members 
Mstep: Class 17 contains 12409 members 
Mstep: Class 19 contains 3903 members 
Mstep: Class 20 contains 3178 members 
Mstep: Class 21 contains 16600 members 
Mstep: Class 22 contains 12548 members 
Mstep: Class 23 contains 9358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72389552.000000 Penalty: 69109.046875
Iteration 2F: 22 clusters Score -7.238955e+07 nChanged 142451
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 79695 members 
Mstep: Class 3 contains 8618 members 
Mstep: Class 4 contains 29342 members 
Mstep: Class 5 contains 22871 members 
Mstep: Class 6 contains 7483 members 
Mstep: Class 7 contains 260693 members 
Mstep: Class 8 contains 16864 members 
Mstep: Class 9 contains 9779 members 
Mstep: Class 10 contains 9012 members 
Mstep: Class 11 contains 3750 members 
Mstep: Class 13 contains 41756 members 
Mstep: Class 14 contains 16593 members 
Mstep: Class 15 contains 1999 members 
Mstep: Class 16 contains 2917 members 
Mstep: Class 17 contains 13843 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 13380 members 
Mstep: Class 22 contains 18192 members 
Mstep: Class 23 contains 12799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72787136.000000 Penalty: 69109.046875
Iteration 3F: 22 clusters Score -7.278714e+07 nChanged 119270
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 83873 members 
Mstep: Class 3 contains 14212 members 
Mstep: Class 4 contains 24716 members 
Mstep: Class 5 contains 22199 members 
Mstep: Class 6 contains 6075 members 
Mstep: Class 7 contains 232941 members 
Mstep: Class 8 contains 19786 members 
Mstep: Class 9 contains 7586 members 
Mstep: Class 10 contains 6765 members 
Mstep: Class 11 contains 4481 members 
Mstep: Class 13 contains 57028 members 
Mstep: Class 14 contains 11784 members 
Mstep: Class 15 contains 1963 members 
Mstep: Class 16 contains 2241 members 
Mstep: Class 17 contains 15072 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 1829 members 
Mstep: Class 21 contains 14953 members 
Mstep: Class 22 contains 24826 members 
Mstep: Class 23 contains 17681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73124216.000000 Penalty: 69109.046875
Iteration 4F: 22 clusters Score -7.312422e+07 nChanged 101730
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 100822 members 
Mstep: Class 3 contains 24756 members 
Mstep: Class 4 contains 18544 members 
Mstep: Class 5 contains 25003 members 
Mstep: Class 6 contains 5260 members 
Mstep: Class 7 contains 194792 members 
Mstep: Class 8 contains 21225 members 
Mstep: Class 9 contains 4804 members 
Mstep: Class 10 contains 5190 members 
Mstep: Class 11 contains 5283 members 
Mstep: Class 13 contains 63157 members 
Mstep: Class 14 contains 9159 members 
Mstep: Class 15 contains 1964 members 
Mstep: Class 16 contains 2324 members 
Mstep: Class 17 contains 15330 members 
Mstep: Class 19 contains 3365 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 16924 members 
Mstep: Class 22 contains 29231 members 
Mstep: Class 23 contains 21420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73382360.000000 Penalty: 69109.046875
Iteration 5F: 22 clusters Score -7.338236e+07 nChanged 69451
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 122746 members 
Mstep: Class 3 contains 29272 members 
Mstep: Class 4 contains 12239 members 
Mstep: Class 5 contains 27190 members 
Mstep: Class 6 contains 5222 members 
Mstep: Class 7 contains 169605 members 
Mstep: Class 8 contains 21624 members 
Mstep: Class 9 contains 3120 members 
Mstep: Class 10 contains 4628 members 
Mstep: Class 11 contains 5174 members 
Mstep: Class 13 contains 64616 members 
Mstep: Class 14 contains 7603 members 
Mstep: Class 15 contains 2009 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 14898 members 
Mstep: Class 19 contains 3269 members 
Mstep: Class 20 contains 1911 members 
Mstep: Class 21 contains 18297 members 
Mstep: Class 22 contains 28656 members 
Mstep: Class 23 contains 23909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73501776.000000 Penalty: 69109.046875
Iteration 6F: 22 clusters Score -7.350178e+07 nChanged 42737
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 135768 members 
Mstep: Class 3 contains 29314 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 27450 members 
Mstep: Class 6 contains 5961 members 
Mstep: Class 7 contains 158307 members 
Mstep: Class 8 contains 21640 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 4644 members 
Mstep: Class 11 contains 4865 members 
Mstep: Class 13 contains 64630 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 2899 members 
Mstep: Class 17 contains 15935 members 
Mstep: Class 19 contains 3024 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 18812 members 
Mstep: Class 22 contains 27390 members 
Mstep: Class 23 contains 25298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73567008.000000 Penalty: 69109.046875
Iteration 7F: 22 clusters Score -7.356701e+07 nChanged 26972
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 142324 members 
Mstep: Class 3 contains 28517 members 
Mstep: Class 4 contains 6628 members 
Mstep: Class 5 contains 27646 members 
Mstep: Class 6 contains 7138 members 
Mstep: Class 7 contains 153211 members 
Mstep: Class 8 contains 21685 members 
Mstep: Class 9 contains 2900 members 
Mstep: Class 10 contains 4757 members 
Mstep: Class 11 contains 4735 members 
Mstep: Class 13 contains 63354 members 
Mstep: Class 14 contains 7115 members 
Mstep: Class 15 contains 2059 members 
Mstep: Class 16 contains 3054 members 
Mstep: Class 17 contains 17018 members 
Mstep: Class 19 contains 2897 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 18728 members 
Mstep: Class 22 contains 26476 members 
Mstep: Class 23 contains 25759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73596672.000000 Penalty: 69109.046875
Iteration 8Q: 22 clusters Score -7.359667e+07 nChanged 18704
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 144783 members 
Mstep: Class 3 contains 27961 members 
Mstep: Class 4 contains 5650 members 
Mstep: Class 5 contains 28437 members 
Mstep: Class 6 contains 8625 members 
Mstep: Class 7 contains 150988 members 
Mstep: Class 8 contains 21745 members 
Mstep: Class 9 contains 3212 members 
Mstep: Class 10 contains 4747 members 
Mstep: Class 11 contains 4867 members 
Mstep: Class 13 contains 62004 members 
Mstep: Class 14 contains 7606 members 
Mstep: Class 15 contains 2059 members 
Mstep: Class 16 contains 3113 members 
Mstep: Class 17 contains 17694 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 20 contains 1825 members 
Mstep: Class 21 contains 18444 members 
Mstep: Class 22 contains 25894 members 
Mstep: Class 23 contains 25545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73611784.000000 Penalty: 69109.046875
Iteration 9Q: 22 clusters Score -7.361178e+07 nChanged 14405
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 145190 members 
Mstep: Class 3 contains 27586 members 
Mstep: Class 4 contains 5223 members 
Mstep: Class 5 contains 29731 members 
Mstep: Class 6 contains 10130 members 
Mstep: Class 7 contains 149842 members 
Mstep: Class 8 contains 21816 members 
Mstep: Class 9 contains 3461 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 5151 members 
Mstep: Class 13 contains 60913 members 
Mstep: Class 14 contains 8063 members 
Mstep: Class 15 contains 2060 members 
Mstep: Class 16 contains 3118 members 
Mstep: Class 17 contains 18198 members 
Mstep: Class 19 contains 3576 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 18057 members 
Mstep: Class 22 contains 25337 members 
Mstep: Class 23 contains 24760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73623608.000000 Penalty: 69109.046875
Iteration 10Q: 22 clusters Score -7.362361e+07 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 144382 members 
Mstep: Class 3 contains 27297 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 31285 members 
Mstep: Class 6 contains 11350 members 
Mstep: Class 7 contains 149233 members 
Mstep: Class 8 contains 21834 members 
Mstep: Class 9 contains 3736 members 
Mstep: Class 10 contains 4704 members 
Mstep: Class 11 contains 5472 members 
Mstep: Class 13 contains 60042 members 
Mstep: Class 14 contains 8516 members 
Mstep: Class 15 contains 2058 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 18612 members 
Mstep: Class 19 contains 4893 members 
Mstep: Class 20 contains 1816 members 
Mstep: Class 21 contains 17637 members 
Mstep: Class 22 contains 24648 members 
Mstep: Class 23 contains 23669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73635728.000000 Penalty: 69109.046875
Iteration 11Q: 22 clusters Score -7.363573e+07 nChanged 12641
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 142272 members 
Mstep: Class 3 contains 27110 members 
Mstep: Class 4 contains 4960 members 
Mstep: Class 5 contains 33050 members 
Mstep: Class 6 contains 12122 members 
Mstep: Class 7 contains 148906 members 
Mstep: Class 8 contains 21826 members 
Mstep: Class 9 contains 4057 members 
Mstep: Class 10 contains 4652 members 
Mstep: Class 11 contains 5771 members 
Mstep: Class 13 contains 59267 members 
Mstep: Class 14 contains 8986 members 
Mstep: Class 15 contains 2054 members 
Mstep: Class 16 contains 3160 members 
Mstep: Class 17 contains 18978 members 
Mstep: Class 19 contains 7493 members 
Mstep: Class 20 contains 1814 members 
Mstep: Class 21 contains 17187 members 
Mstep: Class 22 contains 23935 members 
Mstep: Class 23 contains 22373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73654792.000000 Penalty: 69109.046875
Iteration 12Q: 22 clusters Score -7.365479e+07 nChanged 13497
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 138708 members 
Mstep: Class 3 contains 26999 members 
Mstep: Class 4 contains 4887 members 
Mstep: Class 5 contains 34958 members 
Mstep: Class 6 contains 12671 members 
Mstep: Class 7 contains 148702 members 
Mstep: Class 8 contains 21813 members 
Mstep: Class 9 contains 4274 members 
Mstep: Class 10 contains 4518 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 13 contains 58499 members 
Mstep: Class 14 contains 9476 members 
Mstep: Class 15 contains 2054 members 
Mstep: Class 16 contains 3211 members 
Mstep: Class 17 contains 19344 members 
Mstep: Class 19 contains 11899 members 
Mstep: Class 20 contains 1814 members 
Mstep: Class 21 contains 16804 members 
Mstep: Class 22 contains 23177 members 
Mstep: Class 23 contains 20945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73678112.000000 Penalty: 69109.046875
Iteration 13Q: 22 clusters Score -7.367811e+07 nChanged 12821
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 135463 members 
Mstep: Class 3 contains 26939 members 
Mstep: Class 4 contains 4792 members 
Mstep: Class 5 contains 36886 members 
Mstep: Class 6 contains 12966 members 
Mstep: Class 7 contains 148489 members 
Mstep: Class 8 contains 21809 members 
Mstep: Class 9 contains 4377 members 
Mstep: Class 10 contains 4311 members 
Mstep: Class 11 contains 5637 members 
Mstep: Class 13 contains 57773 members 
Mstep: Class 14 contains 10018 members 
Mstep: Class 15 contains 2054 members 
Mstep: Class 16 contains 3277 members 
Mstep: Class 17 contains 19724 members 
Mstep: Class 19 contains 16144 members 
Mstep: Class 20 contains 1814 members 
Mstep: Class 21 contains 16375 members 
Mstep: Class 22 contains 22823 members 
Mstep: Class 23 contains 19534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73696464.000000 Penalty: 69109.046875
Iteration 14Q: 22 clusters Score -7.369646e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 133305 members 
Mstep: Class 3 contains 26917 members 
Mstep: Class 4 contains 4716 members 
Mstep: Class 5 contains 38682 members 
Mstep: Class 6 contains 13201 members 
Mstep: Class 7 contains 148212 members 
Mstep: Class 8 contains 21822 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 5211 members 
Mstep: Class 13 contains 56991 members 
Mstep: Class 14 contains 10672 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 3369 members 
Mstep: Class 17 contains 20130 members 
Mstep: Class 19 contains 19141 members 
Mstep: Class 20 contains 1814 members 
Mstep: Class 21 contains 16100 members 
Mstep: Class 22 contains 22613 members 
Mstep: Class 23 contains 18360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73707936.000000 Penalty: 69109.046875
Iteration 15Q: 22 clusters Score -7.370794e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 132279 members 
Mstep: Class 3 contains 26901 members 
Mstep: Class 4 contains 4672 members 
Mstep: Class 5 contains 40126 members 
Mstep: Class 6 contains 13373 members 
Mstep: Class 7 contains 147972 members 
Mstep: Class 8 contains 21842 members 
Mstep: Class 9 contains 4442 members 
Mstep: Class 10 contains 3732 members 
Mstep: Class 11 contains 4757 members 
Mstep: Class 13 contains 56082 members 
Mstep: Class 14 contains 11450 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 3503 members 
Mstep: Class 17 contains 20556 members 
Mstep: Class 19 contains 21046 members 
Mstep: Class 20 contains 1814 members 
Mstep: Class 21 contains 15914 members 
Mstep: Class 22 contains 22284 members 
Mstep: Class 23 contains 17487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73714624.000000 Penalty: 69109.046875
Iteration 16Q: 22 clusters Score -7.371462e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 131889 members 
Mstep: Class 3 contains 26891 members 
Mstep: Class 4 contains 4644 members 
Mstep: Class 5 contains 41215 members 
Mstep: Class 6 contains 13411 members 
Mstep: Class 7 contains 147811 members 
Mstep: Class 8 contains 21846 members 
Mstep: Class 9 contains 4463 members 
Mstep: Class 10 contains 3530 members 
Mstep: Class 11 contains 4357 members 
Mstep: Class 13 contains 55188 members 
Mstep: Class 14 contains 12271 members 
Mstep: Class 15 contains 2054 members 
Mstep: Class 16 contains 3662 members 
Mstep: Class 17 contains 20957 members 
Mstep: Class 19 contains 22197 members 
Mstep: Class 20 contains 1814 members 
Mstep: Class 21 contains 15845 members 
Mstep: Class 22 contains 21923 members 
Mstep: Class 23 contains 16816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73718864.000000 Penalty: 69109.046875
Iteration 17Q: 22 clusters Score -7.371886e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 131847 members 
Mstep: Class 3 contains 26892 members 
Mstep: Class 4 contains 4722 members 
Mstep: Class 5 contains 42076 members 
Mstep: Class 6 contains 13393 members 
Mstep: Class 7 contains 147570 members 
Mstep: Class 8 contains 21857 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 3404 members 
Mstep: Class 11 contains 4038 members 
Mstep: Class 13 contains 54256 members 
Mstep: Class 14 contains 13085 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 3839 members 
Mstep: Class 17 contains 21334 members 
Mstep: Class 19 contains 22889 members 
Mstep: Class 20 contains 1813 members 
Mstep: Class 21 contains 15802 members 
Mstep: Class 22 contains 21568 members 
Mstep: Class 23 contains 16300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73722344.000000 Penalty: 69109.046875
Iteration 18Q: 22 clusters Score -7.372234e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 131895 members 
Mstep: Class 3 contains 26883 members 
Mstep: Class 4 contains 4944 members 
Mstep: Class 5 contains 42734 members 
Mstep: Class 6 contains 13355 members 
Mstep: Class 7 contains 147374 members 
Mstep: Class 8 contains 21871 members 
Mstep: Class 9 contains 4516 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 3773 members 
Mstep: Class 13 contains 53260 members 
Mstep: Class 14 contains 13882 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 4063 members 
Mstep: Class 17 contains 21664 members 
Mstep: Class 19 contains 23296 members 
Mstep: Class 20 contains 1812 members 
Mstep: Class 21 contains 15763 members 
Mstep: Class 22 contains 21284 members 
Mstep: Class 23 contains 15913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73725176.000000 Penalty: 69109.046875
Iteration 19Q: 22 clusters Score -7.372518e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 131872 members 
Mstep: Class 3 contains 26852 members 
Mstep: Class 4 contains 5269 members 
Mstep: Class 5 contains 43260 members 
Mstep: Class 6 contains 13400 members 
Mstep: Class 7 contains 147167 members 
Mstep: Class 8 contains 21880 members 
Mstep: Class 9 contains 4528 members 
Mstep: Class 10 contains 3263 members 
Mstep: Class 11 contains 3574 members 
Mstep: Class 13 contains 52194 members 
Mstep: Class 14 contains 14714 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 4448 members 
Mstep: Class 17 contains 21979 members 
Mstep: Class 19 contains 23508 members 
Mstep: Class 20 contains 1813 members 
Mstep: Class 21 contains 15618 members 
Mstep: Class 22 contains 21039 members 
Mstep: Class 23 contains 15633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73734416.000000 Penalty: 69109.046875
Iteration 20F: 22 clusters Score -7.373442e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 131237 members 
Mstep: Class 3 contains 26751 members 
Mstep: Class 4 contains 5616 members 
Mstep: Class 5 contains 43728 members 
Mstep: Class 6 contains 12994 members 
Mstep: Class 7 contains 146985 members 
Mstep: Class 8 contains 21885 members 
Mstep: Class 9 contains 4622 members 
Mstep: Class 10 contains 2977 members 
Mstep: Class 11 contains 3413 members 
Mstep: Class 13 contains 50824 members 
Mstep: Class 14 contains 16105 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 5081 members 
Mstep: Class 17 contains 22232 members 
Mstep: Class 19 contains 25761 members 
Mstep: Class 20 contains 1802 members 
Mstep: Class 21 contains 13898 members 
Mstep: Class 22 contains 20840 members 
Mstep: Class 23 contains 15659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73741008.000000 Penalty: 69109.046875
Iteration 21Q: 22 clusters Score -7.374101e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 131060 members 
Mstep: Class 3 contains 26743 members 
Mstep: Class 4 contains 5870 members 
Mstep: Class 5 contains 44233 members 
Mstep: Class 6 contains 12807 members 
Mstep: Class 7 contains 146785 members 
Mstep: Class 8 contains 21916 members 
Mstep: Class 9 contains 4663 members 
Mstep: Class 10 contains 2581 members 
Mstep: Class 11 contains 3262 members 
Mstep: Class 13 contains 49456 members 
Mstep: Class 14 contains 17304 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 5558 members 
Mstep: Class 17 contains 22528 members 
Mstep: Class 19 contains 26845 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 12987 members 
Mstep: Class 22 contains 20686 members 
Mstep: Class 23 contains 15650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73745096.000000 Penalty: 69109.046875
Iteration 22Q: 22 clusters Score -7.37451e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 130930 members 
Mstep: Class 3 contains 26776 members 
Mstep: Class 4 contains 6090 members 
Mstep: Class 5 contains 44674 members 
Mstep: Class 6 contains 12713 members 
Mstep: Class 7 contains 146603 members 
Mstep: Class 8 contains 21931 members 
Mstep: Class 9 contains 4698 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 13 contains 48113 members 
Mstep: Class 14 contains 18423 members 
Mstep: Class 15 contains 2053 members 
Mstep: Class 16 contains 5846 members 
Mstep: Class 17 contains 22830 members 
Mstep: Class 19 contains 27541 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 12409 members 
Mstep: Class 22 contains 20597 members 
Mstep: Class 23 contains 15563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73747992.000000 Penalty: 69109.046875
Iteration 23Q: 22 clusters Score -7.374799e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 130831 members 
Mstep: Class 3 contains 26801 members 
Mstep: Class 4 contains 6257 members 
Mstep: Class 5 contains 45135 members 
Mstep: Class 6 contains 12650 members 
Mstep: Class 7 contains 146424 members 
Mstep: Class 8 contains 21934 members 
Mstep: Class 9 contains 4718 members 
Mstep: Class 10 contains 2147 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 13 contains 46843 members 
Mstep: Class 14 contains 19431 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 23144 members 
Mstep: Class 19 contains 28009 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 12017 members 
Mstep: Class 22 contains 20526 members 
Mstep: Class 23 contains 15422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73750096.000000 Penalty: 69109.046875
Iteration 24Q: 22 clusters Score -7.37501e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 130624 members 
Mstep: Class 3 contains 26818 members 
Mstep: Class 4 contains 6363 members 
Mstep: Class 5 contains 45589 members 
Mstep: Class 6 contains 12653 members 
Mstep: Class 7 contains 146100 members 
Mstep: Class 8 contains 21953 members 
Mstep: Class 9 contains 4730 members 
Mstep: Class 10 contains 2028 members 
Mstep: Class 11 contains 3034 members 
Mstep: Class 13 contains 45678 members 
Mstep: Class 14 contains 20348 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 6265 members 
Mstep: Class 17 contains 23444 members 
Mstep: Class 19 contains 28308 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 11753 members 
Mstep: Class 22 contains 20472 members 
Mstep: Class 23 contains 15270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73752320.000000 Penalty: 69109.046875
Iteration 25Q: 22 clusters Score -7.375232e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 130371 members 
Mstep: Class 3 contains 26838 members 
Mstep: Class 4 contains 6438 members 
Mstep: Class 5 contains 46015 members 
Mstep: Class 6 contains 12662 members 
Mstep: Class 7 contains 145679 members 
Mstep: Class 8 contains 21954 members 
Mstep: Class 9 contains 4743 members 
Mstep: Class 10 contains 1936 members 
Mstep: Class 11 contains 2978 members 
Mstep: Class 13 contains 44604 members 
Mstep: Class 14 contains 21177 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 6470 members 
Mstep: Class 17 contains 23719 members 
Mstep: Class 19 contains 28496 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 11593 members 
Mstep: Class 22 contains 20442 members 
Mstep: Class 23 contains 15134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73753424.000000 Penalty: 69109.046875
Iteration 26Q: 22 clusters Score -7.375342e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 130232 members 
Mstep: Class 3 contains 26853 members 
Mstep: Class 4 contains 6494 members 
Mstep: Class 5 contains 46407 members 
Mstep: Class 6 contains 12722 members 
Mstep: Class 7 contains 145259 members 
Mstep: Class 8 contains 21950 members 
Mstep: Class 9 contains 4752 members 
Mstep: Class 10 contains 1856 members 
Mstep: Class 11 contains 2938 members 
Mstep: Class 13 contains 43628 members 
Mstep: Class 14 contains 21917 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 6663 members 
Mstep: Class 17 contains 23989 members 
Mstep: Class 19 contains 28634 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 11443 members 
Mstep: Class 22 contains 20400 members 
Mstep: Class 23 contains 15009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73754224.000000 Penalty: 69109.046875
Iteration 27Q: 22 clusters Score -7.375422e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 130106 members 
Mstep: Class 3 contains 26862 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 46820 members 
Mstep: Class 6 contains 12801 members 
Mstep: Class 7 contains 144843 members 
Mstep: Class 8 contains 21952 members 
Mstep: Class 9 contains 4753 members 
Mstep: Class 10 contains 1789 members 
Mstep: Class 11 contains 2902 members 
Mstep: Class 13 contains 42754 members 
Mstep: Class 14 contains 22554 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 24230 members 
Mstep: Class 19 contains 28744 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 11316 members 
Mstep: Class 22 contains 20368 members 
Mstep: Class 23 contains 14885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73755216.000000 Penalty: 69109.046875
Iteration 28Q: 22 clusters Score -7.375522e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 130007 members 
Mstep: Class 3 contains 26881 members 
Mstep: Class 4 contains 6547 members 
Mstep: Class 5 contains 47236 members 
Mstep: Class 6 contains 12863 members 
Mstep: Class 7 contains 144405 members 
Mstep: Class 8 contains 21959 members 
Mstep: Class 9 contains 4754 members 
Mstep: Class 10 contains 1734 members 
Mstep: Class 11 contains 2882 members 
Mstep: Class 13 contains 42060 members 
Mstep: Class 14 contains 23001 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 7092 members 
Mstep: Class 17 contains 24446 members 
Mstep: Class 19 contains 28841 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 11205 members 
Mstep: Class 22 contains 20310 members 
Mstep: Class 23 contains 14788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73755632.000000 Penalty: 69109.046875
Iteration 29Q: 22 clusters Score -7.375563e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 129966 members 
Mstep: Class 3 contains 26899 members 
Mstep: Class 4 contains 6567 members 
Mstep: Class 5 contains 47663 members 
Mstep: Class 6 contains 12861 members 
Mstep: Class 7 contains 143972 members 
Mstep: Class 8 contains 21956 members 
Mstep: Class 9 contains 4759 members 
Mstep: Class 10 contains 1696 members 
Mstep: Class 11 contains 2852 members 
Mstep: Class 13 contains 41476 members 
Mstep: Class 14 contains 23349 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 17 contains 24642 members 
Mstep: Class 19 contains 28909 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 11115 members 
Mstep: Class 22 contains 20260 members 
Mstep: Class 23 contains 14698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73756104.000000 Penalty: 69109.046875
Iteration 30Q: 22 clusters Score -7.37561e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 129942 members 
Mstep: Class 3 contains 26914 members 
Mstep: Class 4 contains 6577 members 
Mstep: Class 5 contains 48095 members 
Mstep: Class 6 contains 12820 members 
Mstep: Class 7 contains 143535 members 
Mstep: Class 8 contains 21954 members 
Mstep: Class 9 contains 4762 members 
Mstep: Class 10 contains 1658 members 
Mstep: Class 11 contains 2823 members 
Mstep: Class 13 contains 41036 members 
Mstep: Class 14 contains 23582 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 7564 members 
Mstep: Class 17 contains 24830 members 
Mstep: Class 19 contains 28981 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 11059 members 
Mstep: Class 22 contains 20213 members 
Mstep: Class 23 contains 14610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73756720.000000 Penalty: 69109.046875
Iteration 31Q: 22 clusters Score -7.375672e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 129903 members 
Mstep: Class 3 contains 26932 members 
Mstep: Class 4 contains 6569 members 
Mstep: Class 5 contains 48578 members 
Mstep: Class 6 contains 12782 members 
Mstep: Class 7 contains 143088 members 
Mstep: Class 8 contains 21950 members 
Mstep: Class 9 contains 4765 members 
Mstep: Class 10 contains 1639 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 13 contains 40690 members 
Mstep: Class 14 contains 23723 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 7797 members 
Mstep: Class 17 contains 24986 members 
Mstep: Class 19 contains 29046 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 11013 members 
Mstep: Class 22 contains 20185 members 
Mstep: Class 23 contains 14508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73757168.000000 Penalty: 69109.046875
Iteration 32Q: 22 clusters Score -7.375717e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 129874 members 
Mstep: Class 3 contains 26951 members 
Mstep: Class 4 contains 6556 members 
Mstep: Class 5 contains 49095 members 
Mstep: Class 6 contains 12723 members 
Mstep: Class 7 contains 142612 members 
Mstep: Class 8 contains 21947 members 
Mstep: Class 9 contains 4773 members 
Mstep: Class 10 contains 1614 members 
Mstep: Class 11 contains 2764 members 
Mstep: Class 13 contains 40428 members 
Mstep: Class 14 contains 23809 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 7991 members 
Mstep: Class 17 contains 25123 members 
Mstep: Class 19 contains 29097 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 11000 members 
Mstep: Class 22 contains 20169 members 
Mstep: Class 23 contains 14400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73757456.000000 Penalty: 69109.046875
Iteration 33Q: 22 clusters Score -7.375746e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 129855 members 
Mstep: Class 3 contains 26956 members 
Mstep: Class 4 contains 6545 members 
Mstep: Class 5 contains 49665 members 
Mstep: Class 6 contains 12662 members 
Mstep: Class 7 contains 142112 members 
Mstep: Class 8 contains 21946 members 
Mstep: Class 9 contains 4780 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 2747 members 
Mstep: Class 13 contains 40221 members 
Mstep: Class 14 contains 23858 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 8184 members 
Mstep: Class 17 contains 25237 members 
Mstep: Class 19 contains 29146 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 10970 members 
Mstep: Class 22 contains 20158 members 
Mstep: Class 23 contains 14280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73757960.000000 Penalty: 69109.046875
Iteration 34Q: 22 clusters Score -7.375796e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 129836 members 
Mstep: Class 3 contains 26959 members 
Mstep: Class 4 contains 6522 members 
Mstep: Class 5 contains 50266 members 
Mstep: Class 6 contains 12623 members 
Mstep: Class 7 contains 141584 members 
Mstep: Class 8 contains 21946 members 
Mstep: Class 9 contains 4787 members 
Mstep: Class 10 contains 1575 members 
Mstep: Class 11 contains 2729 members 
Mstep: Class 13 contains 40050 members 
Mstep: Class 14 contains 23901 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 8344 members 
Mstep: Class 17 contains 25338 members 
Mstep: Class 19 contains 29188 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 10943 members 
Mstep: Class 22 contains 20146 members 
Mstep: Class 23 contains 14160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73758184.000000 Penalty: 69109.046875
Iteration 35Q: 22 clusters Score -7.375818e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 129824 members 
Mstep: Class 3 contains 26965 members 
Mstep: Class 4 contains 6479 members 
Mstep: Class 5 contains 50894 members 
Mstep: Class 6 contains 12566 members 
Mstep: Class 7 contains 141015 members 
Mstep: Class 8 contains 21941 members 
Mstep: Class 9 contains 4791 members 
Mstep: Class 10 contains 1556 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 13 contains 39917 members 
Mstep: Class 14 contains 23928 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 8466 members 
Mstep: Class 17 contains 25448 members 
Mstep: Class 19 contains 29231 members 
Mstep: Class 20 contains 1802 members 
Mstep: Class 21 contains 10955 members 
Mstep: Class 22 contains 20146 members 
Mstep: Class 23 contains 14054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73758760.000000 Penalty: 69109.046875
Iteration 36Q: 22 clusters Score -7.375876e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 129829 members 
Mstep: Class 3 contains 26968 members 
Mstep: Class 4 contains 6426 members 
Mstep: Class 5 contains 51576 members 
Mstep: Class 6 contains 12502 members 
Mstep: Class 7 contains 140419 members 
Mstep: Class 8 contains 21938 members 
Mstep: Class 9 contains 4794 members 
Mstep: Class 10 contains 1536 members 
Mstep: Class 11 contains 2690 members 
Mstep: Class 13 contains 39811 members 
Mstep: Class 14 contains 23939 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 25527 members 
Mstep: Class 19 contains 29267 members 
Mstep: Class 20 contains 1802 members 
Mstep: Class 21 contains 10964 members 
Mstep: Class 22 contains 20143 members 
Mstep: Class 23 contains 13946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73758968.000000 Penalty: 69109.046875
Iteration 37Q: 22 clusters Score -7.375897e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 129834 members 
Mstep: Class 3 contains 26977 members 
Mstep: Class 4 contains 6366 members 
Mstep: Class 5 contains 52280 members 
Mstep: Class 6 contains 12446 members 
Mstep: Class 7 contains 139801 members 
Mstep: Class 8 contains 21931 members 
Mstep: Class 9 contains 4799 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 11 contains 2674 members 
Mstep: Class 13 contains 39730 members 
Mstep: Class 14 contains 23934 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 8758 members 
Mstep: Class 17 contains 25579 members 
Mstep: Class 19 contains 29297 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 10993 members 
Mstep: Class 22 contains 20126 members 
Mstep: Class 23 contains 13826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73759408.000000 Penalty: 69109.046875
Iteration 38Q: 22 clusters Score -7.375941e+07 nChanged 1570
Entering ConstructFrom: 
Score: -73759408.000000 Penalty: 69109.046875
Entering ConstructFrom: 
Trying to split cluster 1 (4652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Entering Unmasked Estep 
Score: -610292.312500 Penalty: 2094.373047
	Iteration 0F: 2 clusters Score -610292.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -605987.750000 Penalty: 4188.746094
	Iteration 0F: 3 clusters Score -605987.8 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -607016.875000 Penalty: 4188.746094
	Iteration 1F: 3 clusters Score -607016.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -607232.250000 Penalty: 4188.746094
	Iteration 2F: 3 clusters Score -607232.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -607381.750000 Penalty: 4188.746094
	Iteration 3F: 3 clusters Score -607381.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -607507.125000 Penalty: 4188.746094
	Iteration 4Q: 3 clusters Score -607507.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -607591.500000 Penalty: 4188.746094
	Iteration 5Q: 3 clusters Score -607591.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -607664.375000 Penalty: 4188.746094
	Iteration 6Q: 3 clusters Score -607664.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -607750.062500 Penalty: 4188.746094
	Iteration 7Q: 3 clusters Score -607750.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -607838.500000 Penalty: 4188.746094
	Iteration 8Q: 3 clusters Score -607838.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -607926.375000 Penalty: 4188.746094
	Iteration 9Q: 3 clusters Score -607926.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -608007.062500 Penalty: 4188.746094
	Iteration 10Q: 3 clusters Score -608007.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -608086.125000 Penalty: 4188.746094
	Iteration 11Q: 3 clusters Score -608086.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -608150.375000 Penalty: 4188.746094
	Iteration 12Q: 3 clusters Score -608150.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -608219.750000 Penalty: 4188.746094
	Iteration 13Q: 3 clusters Score -608219.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -608286.750000 Penalty: 4188.746094
	Iteration 14Q: 3 clusters Score -608286.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -608370.375000 Penalty: 4188.746094
	Iteration 15Q: 3 clusters Score -608370.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -608438.000000 Penalty: 4188.746094
	Iteration 16Q: 3 clusters Score -608438 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -608487.875000 Penalty: 4188.746094
	Iteration 17Q: 3 clusters Score -608487.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -608522.187500 Penalty: 4188.746094
	Iteration 18Q: 3 clusters Score -608522.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -608548.687500 Penalty: 4188.746094
	Iteration 19Q: 3 clusters Score -608548.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -608582.062500 Penalty: 4188.746094
	Iteration 20F: 3 clusters Score -608582.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -608601.687500 Penalty: 4188.746094
	Iteration 21Q: 3 clusters Score -608601.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -608615.000000 Penalty: 4188.746094
	Iteration 22Q: 3 clusters Score -608615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -608626.875000 Penalty: 4188.746094
	Iteration 23Q: 3 clusters Score -608626.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -608633.687500 Penalty: 4188.746094
	Iteration 24Q: 3 clusters Score -608633.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -608642.312500 Penalty: 4188.746094
	Iteration 25Q: 3 clusters Score -608642.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -608645.375000 Penalty: 4188.746094
	Iteration 26Q: 3 clusters Score -608645.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -608647.937500 Penalty: 4188.746094
	Iteration 27Q: 3 clusters Score -608647.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -608650.687500 Penalty: 4188.746094
	Iteration 28Q: 3 clusters Score -608650.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -608650.375000 Penalty: 4188.746094
	Iteration 29Q: 3 clusters Score -608650.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -608651.000000 Penalty: 4188.746094
	Iteration 30Q: 3 clusters Score -608651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -608651.687500 Penalty: 4188.746094
	Iteration 31Q: 3 clusters Score -608651.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -608651.687500 Penalty: 4188.746094
	Iteration 32F: 3 clusters Score -608651.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (129847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129847 members 
Entering Unmasked Estep 
Score: -17069198.000000 Penalty: 2919.979736
	Iteration 0F: 2 clusters Score -1.70692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65305 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -16982382.000000 Penalty: 5839.959473
	Iteration 0F: 3 clusters Score -1.698238e+07 nChanged 61771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -17018910.000000 Penalty: 5839.959473
	Iteration 1F: 3 clusters Score -1.701891e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75099 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
Score: -17021630.000000 Penalty: 5839.959473
	Iteration 2Q: 3 clusters Score -1.702163e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -17026202.000000 Penalty: 5839.959473
	Iteration 3F: 3 clusters Score -1.70262e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88781 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -17033126.000000 Penalty: 5839.959473
	Iteration 4F: 3 clusters Score -1.703313e+07 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -17042046.000000 Penalty: 5839.959473
	Iteration 5F: 3 clusters Score -1.704205e+07 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106936 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -17050956.000000 Penalty: 5839.959473
	Iteration 6F: 3 clusters Score -1.705096e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114103 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -17057990.000000 Penalty: 5839.959473
	Iteration 7F: 3 clusters Score -1.705799e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118837 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -17062718.000000 Penalty: 5839.959473
	Iteration 8Q: 3 clusters Score -1.706272e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121542 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -17065530.000000 Penalty: 5839.959473
	Iteration 9Q: 3 clusters Score -1.706553e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122891 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -17066876.000000 Penalty: 5839.959473
	Iteration 10Q: 3 clusters Score -1.706688e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123716 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -17067446.000000 Penalty: 5839.959473
	Iteration 11Q: 3 clusters Score -1.706745e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124286 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -17067752.000000 Penalty: 5839.959473
	Iteration 12Q: 3 clusters Score -1.706775e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124680 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -17067956.000000 Penalty: 5839.959473
	Iteration 13Q: 3 clusters Score -1.706796e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124962 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -17068048.000000 Penalty: 5839.959473
	Iteration 14Q: 3 clusters Score -1.706805e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125179 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -17068080.000000 Penalty: 5839.959473
	Iteration 15Q: 3 clusters Score -1.706808e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125349 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -17068130.000000 Penalty: 5839.959473
	Iteration 16Q: 3 clusters Score -1.706813e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125481 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -17068172.000000 Penalty: 5839.959473
	Iteration 17Q: 3 clusters Score -1.706817e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125611 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -17068222.000000 Penalty: 5839.959473
	Iteration 18Q: 3 clusters Score -1.706822e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125736 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -17068246.000000 Penalty: 5839.959473
	Iteration 19Q: 3 clusters Score -1.706825e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125855 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -17068286.000000 Penalty: 5839.959473
	Iteration 20F: 3 clusters Score -1.706829e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125924 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -17068310.000000 Penalty: 5839.959473
	Iteration 21Q: 3 clusters Score -1.706831e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125981 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -17068312.000000 Penalty: 5839.959473
	Iteration 22Q: 3 clusters Score -1.706831e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126028 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -17068354.000000 Penalty: 5839.959473
	Iteration 23Q: 3 clusters Score -1.706835e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126062 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -17068370.000000 Penalty: 5839.959473
	Iteration 24Q: 3 clusters Score -1.706837e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126098 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -17068350.000000 Penalty: 5839.959473
	Iteration 25Q: 3 clusters Score -1.706835e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126131 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -17068348.000000 Penalty: 5839.959473
	Iteration 26Q: 3 clusters Score -1.706835e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126157 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -17068356.000000 Penalty: 5839.959473
	Iteration 27Q: 3 clusters Score -1.706836e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126179 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -17068360.000000 Penalty: 5839.959473
	Iteration 28Q: 3 clusters Score -1.706836e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126198 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -17068362.000000 Penalty: 5839.959473
	Iteration 29Q: 3 clusters Score -1.706836e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126215 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -17068382.000000 Penalty: 5839.959473
	Iteration 30Q: 3 clusters Score -1.706838e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126229 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -17068378.000000 Penalty: 5839.959473
	Iteration 31Q: 3 clusters Score -1.706838e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126242 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -17068384.000000 Penalty: 5839.959473
	Iteration 32Q: 3 clusters Score -1.706838e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126258 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -17068364.000000 Penalty: 5839.959473
	Iteration 33Q: 3 clusters Score -1.706836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126264 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -17068362.000000 Penalty: 5839.959473
	Iteration 34Q: 3 clusters Score -1.706836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126277 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -17068386.000000 Penalty: 5839.959473
	Iteration 35Q: 3 clusters Score -1.706839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126292 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -17068394.000000 Penalty: 5839.959473
	Iteration 36Q: 3 clusters Score -1.706839e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126305 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -17068388.000000 Penalty: 5839.959473
	Iteration 37Q: 3 clusters Score -1.706839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126313 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -17068404.000000 Penalty: 5839.959473
	Iteration 38Q: 3 clusters Score -1.70684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126329 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -17068414.000000 Penalty: 5839.959473
	Iteration 39Q: 3 clusters Score -1.706841e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126337 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -17068414.000000 Penalty: 5839.959473
	Iteration 40F: 3 clusters Score -1.706841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126351 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -17068402.000000 Penalty: 5839.959473
	Iteration 41Q: 3 clusters Score -1.70684e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126361 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -17068394.000000 Penalty: 5839.959473
	Iteration 42Q: 3 clusters Score -1.706839e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126373 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -17068404.000000 Penalty: 5839.959473
	Iteration 43Q: 3 clusters Score -1.70684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126385 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -17068400.000000 Penalty: 5839.959473
	Iteration 44Q: 3 clusters Score -1.70684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126395 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -17068412.000000 Penalty: 5839.959473
	Iteration 45Q: 3 clusters Score -1.706841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126401 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -17068422.000000 Penalty: 5839.959473
	Iteration 46Q: 3 clusters Score -1.706842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126405 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -17068434.000000 Penalty: 5839.959473
	Iteration 47Q: 3 clusters Score -1.706843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126407 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -17068422.000000 Penalty: 5839.959473
	Iteration 48Q: 3 clusters Score -1.706842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126410 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -17068424.000000 Penalty: 5839.959473
	Iteration 49Q: 3 clusters Score -1.706842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126410 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -17068422.000000 Penalty: 5839.959473
	Iteration 50Q: 3 clusters Score -1.706842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126408 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -17068430.000000 Penalty: 5839.959473
	Iteration 51Q: 3 clusters Score -1.706843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126407 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -17068432.000000 Penalty: 5839.959473
	Iteration 52Q: 3 clusters Score -1.706843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126408 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -17068434.000000 Penalty: 5839.959473
	Iteration 53Q: 3 clusters Score -1.706843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126411 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -17068430.000000 Penalty: 5839.959473
	Iteration 54Q: 3 clusters Score -1.706843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126414 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -17068440.000000 Penalty: 5839.959473
	Iteration 55Q: 3 clusters Score -1.706844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126417 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -17068440.000000 Penalty: 5839.959473
	Iteration 56Q: 3 clusters Score -1.706844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126421 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -17068432.000000 Penalty: 5839.959473
	Iteration 57Q: 3 clusters Score -1.706843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126422 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -17068422.000000 Penalty: 5839.959473
	Iteration 58Q: 3 clusters Score -1.706842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126424 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -17068418.000000 Penalty: 5839.959473
	Iteration 59Q: 3 clusters Score -1.706842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126424 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -17068420.000000 Penalty: 5839.959473
	Iteration 60F: 3 clusters Score -1.706842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126425 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -17068412.000000 Penalty: 5839.959473
	Iteration 61Q: 3 clusters Score -1.706841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126424 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -17068410.000000 Penalty: 5839.959473
	Iteration 62Q: 3 clusters Score -1.706841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126424 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -17068410.000000 Penalty: 5839.959473
	Iteration 63F: 3 clusters Score -1.706841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Entering Unmasked Estep 
Score: -3594586.000000 Penalty: 2530.279541
	Iteration 0F: 2 clusters Score -3594586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3576018.250000 Penalty: 5060.559082
	Iteration 0F: 3 clusters Score -3576018 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3582396.000000 Penalty: 5060.559082
	Iteration 1F: 3 clusters Score -3582396 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3582932.000000 Penalty: 5060.559082
	Iteration 2F: 3 clusters Score -3582932 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -3583613.750000 Penalty: 5060.559082
	Iteration 3F: 3 clusters Score -3583614 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3584710.250000 Penalty: 5060.559082
	Iteration 4F: 3 clusters Score -3584710 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3586386.500000 Penalty: 5060.559082
	Iteration 5F: 3 clusters Score -3586386 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3588455.250000 Penalty: 5060.559082
	Iteration 6F: 3 clusters Score -3588455 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -3590136.500000 Penalty: 5060.559082
	Iteration 7F: 3 clusters Score -3590136 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3591037.250000 Penalty: 5060.559082
	Iteration 8F: 3 clusters Score -3591037 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3591419.000000 Penalty: 5060.559082
	Iteration 9Q: 3 clusters Score -3591419 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -3591560.000000 Penalty: 5060.559082
	Iteration 10Q: 3 clusters Score -3591560 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -3591631.500000 Penalty: 5060.559082
	Iteration 11Q: 3 clusters Score -3591632 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3591673.750000 Penalty: 5060.559082
	Iteration 12Q: 3 clusters Score -3591674 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -3591692.750000 Penalty: 5060.559082
	Iteration 13Q: 3 clusters Score -3591693 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -3591700.250000 Penalty: 5060.559082
	Iteration 14Q: 3 clusters Score -3591700 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3591708.000000 Penalty: 5060.559082
	Iteration 15Q: 3 clusters Score -3591708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -3591728.000000 Penalty: 5060.559082
	Iteration 16Q: 3 clusters Score -3591728 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3591725.000000 Penalty: 5060.559082
	Iteration 17Q: 3 clusters Score -3591725 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3591732.000000 Penalty: 5060.559082
	Iteration 18Q: 3 clusters Score -3591732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3591730.000000 Penalty: 5060.559082
	Iteration 19Q: 3 clusters Score -3591730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -3591729.250000 Penalty: 5060.559082
	Iteration 20F: 3 clusters Score -3591729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -3591734.500000 Penalty: 5060.559082
	Iteration 21Q: 3 clusters Score -3591734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -3591730.250000 Penalty: 5060.559082
	Iteration 22Q: 3 clusters Score -3591730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3591728.500000 Penalty: 5060.559082
	Iteration 23Q: 3 clusters Score -3591728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -3591735.500000 Penalty: 5060.559082
	Iteration 24Q: 3 clusters Score -3591736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -3591737.250000 Penalty: 5060.559082
	Iteration 25Q: 3 clusters Score -3591737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3591744.000000 Penalty: 5060.559082
	Iteration 26Q: 3 clusters Score -3591744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -3591739.750000 Penalty: 5060.559082
	Iteration 27Q: 3 clusters Score -3591740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -3591749.750000 Penalty: 5060.559082
	Iteration 28Q: 3 clusters Score -3591750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -3591748.750000 Penalty: 5060.559082
	Iteration 29Q: 3 clusters Score -3591749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -3591751.000000 Penalty: 5060.559082
	Iteration 30Q: 3 clusters Score -3591751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3591754.000000 Penalty: 5060.559082
	Iteration 31Q: 3 clusters Score -3591754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -3591759.000000 Penalty: 5060.559082
	Iteration 32Q: 3 clusters Score -3591759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -3591760.500000 Penalty: 5060.559082
	Iteration 33Q: 3 clusters Score -3591760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -3591761.750000 Penalty: 5060.559082
	Iteration 34Q: 3 clusters Score -3591762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -3591761.750000 Penalty: 5060.559082
	Iteration 35Q: 3 clusters Score -3591762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -3591764.500000 Penalty: 5060.559082
	Iteration 36Q: 3 clusters Score -3591764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3591761.250000 Penalty: 5060.559082
	Iteration 37Q: 3 clusters Score -3591761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3591762.500000 Penalty: 5060.559082
	Iteration 38Q: 3 clusters Score -3591762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -3591757.750000 Penalty: 5060.559082
	Iteration 39Q: 3 clusters Score -3591758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -3591757.750000 Penalty: 5060.559082
	Iteration 40F: 3 clusters Score -3591758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -3591752.250000 Penalty: 5060.559082
	Iteration 41Q: 3 clusters Score -3591752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -3591755.500000 Penalty: 5060.559082
	Iteration 42Q: 3 clusters Score -3591756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -3591750.750000 Penalty: 5060.559082
	Iteration 43Q: 3 clusters Score -3591751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -3591754.250000 Penalty: 5060.559082
	Iteration 44Q: 3 clusters Score -3591754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3591754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3591751.750000 Penalty: 5060.559082
	Iteration 46Q: 3 clusters Score -3591752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -3591747.750000 Penalty: 5060.559082
	Iteration 47Q: 3 clusters Score -3591748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3591750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3591749.500000 Penalty: 5060.559082
	Iteration 49Q: 3 clusters Score -3591750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -3591755.000000 Penalty: 5060.559082
	Iteration 50Q: 3 clusters Score -3591755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -3591758.000000 Penalty: 5060.559082
	Iteration 51Q: 3 clusters Score -3591758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3591753.000000 Penalty: 5060.559082
	Iteration 52Q: 3 clusters Score -3591753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3591755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -3591761.500000 Penalty: 5060.559082
	Iteration 54Q: 3 clusters Score -3591762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3591763.000000 Penalty: 5060.559082
	Iteration 55Q: 3 clusters Score -3591763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3591761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3591761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3591763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3591761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3591765.750000 Penalty: 5060.559082
	Iteration 60F: 3 clusters Score -3591766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -3591769.500000 Penalty: 5060.559082
	Iteration 61Q: 3 clusters Score -3591770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3591769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3591766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -3591759.250000 Penalty: 5060.559082
	Iteration 64Q: 3 clusters Score -3591759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3591759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3591757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3591762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3591764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3591770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3591766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3591763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3591768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3591767 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3591770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3591775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3591782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3591785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3591783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3591771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3591780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3591783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3591774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3591786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3591792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3591800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3591788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3591788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3591779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3591787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3591792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3591789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3591795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3591791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3591790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3591796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3591790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3591778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3591792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3591796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3591795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -3591803.250000 Penalty: 5060.559082
	Iteration 101Q: 3 clusters Score -3591803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3591809 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3591817.000000 Penalty: 5060.559082
	Iteration 103Q: 3 clusters Score -3591817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3591826.250000 Penalty: 5060.559082
	Iteration 104Q: 3 clusters Score -3591826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3591822.000000 Penalty: 5060.559082
	Iteration 105Q: 3 clusters Score -3591822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3591824 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3591824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3591827 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -3591839.250000 Penalty: 5060.559082
	Iteration 109Q: 3 clusters Score -3591839 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3591836 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3591833.750000 Penalty: 5060.559082
	Iteration 111Q: 3 clusters Score -3591834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -3591831.750000 Penalty: 5060.559082
	Iteration 112Q: 3 clusters Score -3591832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3591825.250000 Penalty: 5060.559082
	Iteration 113Q: 3 clusters Score -3591825 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3591838 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3591840 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3591840 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3591849 nChanged 53
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Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3591856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3591864 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -3591847.750000 Penalty: 5060.559082
	Iteration 120F: 3 clusters Score -3591848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3591854 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3591864 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3591880 nChanged 66
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Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3591888 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3591894 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3591906 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3591910 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3591924 nChanged 74
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Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3591937 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3591931.000000 Penalty: 5060.559082
	Iteration 130Q: 3 clusters Score -3591931 nChanged 63
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Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3591946 nChanged 66
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Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3591948 nChanged 80
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Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3591968 nChanged 84
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Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3591970 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3591976 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3591997 nChanged 74
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Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3592007 nChanged 56
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Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3592007 nChanged 62
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	Iteration 139Q: 3 clusters Score -3592020 nChanged 63
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Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -3592023.500000 Penalty: 5060.559082
	Iteration 140F: 3 clusters Score -3592024 nChanged 72
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Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 6364 members 
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	Iteration 141Q: 3 clusters Score -3592032 nChanged 80
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3592036 nChanged 68
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Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3592046 nChanged 76
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Mstep: Class 1 contains 20835 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3592046 nChanged 75
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3592048 nChanged 74
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Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3592064 nChanged 78
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Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3592074 nChanged 80
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Mstep: Class 1 contains 21140 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3592085 nChanged 79
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Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3592096 nChanged 66
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Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3592103 nChanged 74
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Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3592108 nChanged 75
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Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -3592113.250000 Penalty: 5060.559082
	Iteration 152Q: 3 clusters Score -3592113 nChanged 82
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Mstep: Class 1 contains 21514 members 
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Entering Unmasked Estep 
Score: -3592125.500000 Penalty: 5060.559082
	Iteration 153Q: 3 clusters Score -3592126 nChanged 73
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Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -3592131.000000 Penalty: 5060.559082
	Iteration 154Q: 3 clusters Score -3592131 nChanged 60
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Mstep: Class 1 contains 21647 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3592136 nChanged 70
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Mstep: Class 1 contains 21717 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3592147 nChanged 60
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	Iteration 157Q: 3 clusters Score -3592154 nChanged 43
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	Iteration 158Q: 3 clusters Score -3592162 nChanged 37
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	Iteration 159Q: 3 clusters Score -3592169 nChanged 30
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	Iteration 160F: 3 clusters Score -3592176 nChanged 34
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3592175 nChanged 33
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	Iteration 162Q: 3 clusters Score -3592178 nChanged 38
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	Iteration 163Q: 3 clusters Score -3592183 nChanged 42
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	Iteration 164Q: 3 clusters Score -3592188 nChanged 42
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	Iteration 165Q: 3 clusters Score -3592189 nChanged 49
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	Iteration 166Q: 3 clusters Score -3592198 nChanged 51
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	Iteration 167Q: 3 clusters Score -3592208 nChanged 60
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	Iteration 168Q: 3 clusters Score -3592216 nChanged 65
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	Iteration 169Q: 3 clusters Score -3592228 nChanged 62
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	Iteration 170Q: 3 clusters Score -3592230 nChanged 55
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	Iteration 171Q: 3 clusters Score -3592241 nChanged 42
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	Iteration 172Q: 3 clusters Score -3592238 nChanged 42
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	Iteration 173Q: 3 clusters Score -3592248 nChanged 42
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	Iteration 174Q: 3 clusters Score -3592252 nChanged 42
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	Iteration 175Q: 3 clusters Score -3592262 nChanged 46
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	Iteration 176Q: 3 clusters Score -3592272 nChanged 50
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	Iteration 177Q: 3 clusters Score -3592264 nChanged 40
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3592279 nChanged 40
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	Iteration 179Q: 3 clusters Score -3592268 nChanged 27
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Score: -3592281.000000 Penalty: 5060.559082
	Iteration 180F: 3 clusters Score -3592281 nChanged 34
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	Iteration 181Q: 3 clusters Score -3592284 nChanged 20
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	Iteration 182Q: 3 clusters Score -3592286 nChanged 22
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Mstep: Class 1 contains 22849 members 
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Score: -3592282.500000 Penalty: 5060.559082
	Iteration 183Q: 3 clusters Score -3592282 nChanged 24
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	Iteration 184Q: 3 clusters Score -3592281 nChanged 23
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	Iteration 185Q: 3 clusters Score -3592282 nChanged 16
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	Iteration 186Q: 3 clusters Score -3592301 nChanged 15
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	Iteration 187Q: 3 clusters Score -3592300 nChanged 20
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	Iteration 188Q: 3 clusters Score -3592299 nChanged 15
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	Iteration 189Q: 3 clusters Score -3592307 nChanged 16
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Score: -3592311.250000 Penalty: 5060.559082
	Iteration 190Q: 3 clusters Score -3592311 nChanged 16
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Mstep: Class 1 contains 22992 members 
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	Iteration 191Q: 3 clusters Score -3592310 nChanged 20
Entering Unmasked Mstep 
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	Iteration 192Q: 3 clusters Score -3592312 nChanged 16
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	Iteration 193Q: 3 clusters Score -3592310 nChanged 17
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	Iteration 194Q: 3 clusters Score -3592310 nChanged 13
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	Iteration 195Q: 3 clusters Score -3592310 nChanged 19
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	Iteration 196Q: 3 clusters Score -3592312 nChanged 23
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Entering Unmasked Estep 
Score: -3592314.250000 Penalty: 5060.559082
	Iteration 197Q: 3 clusters Score -3592314 nChanged 23
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Score: -3592322.000000 Penalty: 5060.559082
	Iteration 198Q: 3 clusters Score -3592322 nChanged 17
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Mstep: Class 1 contains 23140 members 
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Entering Unmasked Estep 
Score: -3592318.750000 Penalty: 5060.559082
	Iteration 199Q: 3 clusters Score -3592319 nChanged 17
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Mstep: Class 2 contains 3820 members 
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	Iteration 200F: 3 clusters Score -3592322 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23171 members 
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Entering Unmasked Estep 
Score: -3592324.500000 Penalty: 5060.559082
	Iteration 201Q: 3 clusters Score -3592324 nChanged 19
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Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -3592329.250000 Penalty: 5060.559082
	Iteration 202Q: 3 clusters Score -3592329 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -3592340.250000 Penalty: 5060.559082
	Iteration 203Q: 3 clusters Score -3592340 nChanged 22
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Mstep: Class 1 contains 23235 members 
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Entering Unmasked Estep 
Score: -3592352.500000 Penalty: 5060.559082
	Iteration 204Q: 3 clusters Score -3592352 nChanged 25
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Mstep: Class 1 contains 23260 members 
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Score: -3592349.750000 Penalty: 5060.559082
	Iteration 205Q: 3 clusters Score -3592350 nChanged 22
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Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 3695 members 
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	Iteration 206Q: 3 clusters Score -3592350 nChanged 22
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Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3592351.000000 Penalty: 5060.559082
	Iteration 207Q: 3 clusters Score -3592351 nChanged 28
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Mstep: Class 1 contains 23332 members 
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Entering Unmasked Estep 
Score: -3592358.500000 Penalty: 5060.559082
	Iteration 208Q: 3 clusters Score -3592358 nChanged 32
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Mstep: Class 2 contains 3615 members 
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Score: -3592354.000000 Penalty: 5060.559082
	Iteration 209Q: 3 clusters Score -3592354 nChanged 31
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Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -3592355 nChanged 31
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Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 3555 members 
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Score: -3592368.500000 Penalty: 5060.559082
	Iteration 211Q: 3 clusters Score -3592368 nChanged 35
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Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 3520 members 
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Score: -3592373.250000 Penalty: 5060.559082
	Iteration 212Q: 3 clusters Score -3592373 nChanged 46
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Mstep: Class 2 contains 3474 members 
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Score: -3592377.000000 Penalty: 5060.559082
	Iteration 213Q: 3 clusters Score -3592377 nChanged 48
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	Iteration 214Q: 3 clusters Score -3592383 nChanged 48
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	Iteration 215Q: 3 clusters Score -3592386 nChanged 57
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Score: -3592407.500000 Penalty: 5060.559082
	Iteration 216Q: 3 clusters Score -3592408 nChanged 59
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Mstep: Class 1 contains 23709 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -3592430 nChanged 73
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Mstep: Class 1 contains 23782 members 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -3592458 nChanged 76
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Mstep: Class 1 contains 23852 members 
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Entering Unmasked Estep 
Score: -3592482.750000 Penalty: 5060.559082
	Iteration 219Q: 3 clusters Score -3592483 nChanged 74
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Mstep: Class 1 contains 23922 members 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -3592496 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -3592512 nChanged 56
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Mstep: Class 1 contains 24038 members 
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Entering Unmasked Estep 
Score: -3592521.000000 Penalty: 5060.559082
	Iteration 222Q: 3 clusters Score -3592521 nChanged 68
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Entering Unmasked Estep 
Score: -3592531.250000 Penalty: 5060.559082
	Iteration 223Q: 3 clusters Score -3592531 nChanged 52
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Score: -3592539.000000 Penalty: 5060.559082
	Iteration 224Q: 3 clusters Score -3592539 nChanged 51
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Entering Unmasked Estep 
Score: -3592553.750000 Penalty: 5060.559082
	Iteration 225Q: 3 clusters Score -3592554 nChanged 41
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Entering Unmasked Estep 
Score: -3592559.000000 Penalty: 5060.559082
	Iteration 226Q: 3 clusters Score -3592559 nChanged 44
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -3592564 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3592563.500000 Penalty: 5060.559082
	Iteration 228Q: 3 clusters Score -3592564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3592572.000000 Penalty: 5060.559082
	Iteration 229Q: 3 clusters Score -3592572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3592580.000000 Penalty: 5060.559082
	Iteration 230Q: 3 clusters Score -3592580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3592589.750000 Penalty: 5060.559082
	Iteration 231Q: 3 clusters Score -3592590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3592597.500000 Penalty: 5060.559082
	Iteration 232Q: 3 clusters Score -3592598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3592603.250000 Penalty: 5060.559082
	Iteration 233Q: 3 clusters Score -3592603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3592622.500000 Penalty: 5060.559082
	Iteration 234Q: 3 clusters Score -3592622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3592623.750000 Penalty: 5060.559082
	Iteration 235Q: 3 clusters Score -3592624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3592634.000000 Penalty: 5060.559082
	Iteration 236Q: 3 clusters Score -3592634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3592625.750000 Penalty: 5060.559082
	Iteration 237Q: 3 clusters Score -3592626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3592628.250000 Penalty: 5060.559082
	Iteration 238Q: 3 clusters Score -3592628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3592634.000000 Penalty: 5060.559082
	Iteration 239Q: 3 clusters Score -3592634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3592630.750000 Penalty: 5060.559082
	Iteration 240F: 3 clusters Score -3592631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3592627.250000 Penalty: 5060.559082
	Iteration 241Q: 3 clusters Score -3592627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3592635.250000 Penalty: 5060.559082
	Iteration 242Q: 3 clusters Score -3592635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3592647.250000 Penalty: 5060.559082
	Iteration 243Q: 3 clusters Score -3592647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3592644.000000 Penalty: 5060.559082
	Iteration 244Q: 3 clusters Score -3592644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3592650.750000 Penalty: 5060.559082
	Iteration 245Q: 3 clusters Score -3592651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3592648.000000 Penalty: 5060.559082
	Iteration 246Q: 3 clusters Score -3592648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3592650.750000 Penalty: 5060.559082
	Iteration 247Q: 3 clusters Score -3592651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3592652.500000 Penalty: 5060.559082
	Iteration 248Q: 3 clusters Score -3592652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3592655.000000 Penalty: 5060.559082
	Iteration 249Q: 3 clusters Score -3592655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3592656.750000 Penalty: 5060.559082
	Iteration 250Q: 3 clusters Score -3592657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3592658.250000 Penalty: 5060.559082
	Iteration 251Q: 3 clusters Score -3592658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3592660.250000 Penalty: 5060.559082
	Iteration 252Q: 3 clusters Score -3592660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3592657.250000 Penalty: 5060.559082
	Iteration 253Q: 3 clusters Score -3592657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3592677.500000 Penalty: 5060.559082
	Iteration 254Q: 3 clusters Score -3592678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3592676.250000 Penalty: 5060.559082
	Iteration 255Q: 3 clusters Score -3592676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3592677.500000 Penalty: 5060.559082
	Iteration 256Q: 3 clusters Score -3592678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3592677.250000 Penalty: 5060.559082
	Iteration 257Q: 3 clusters Score -3592677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3592673.000000 Penalty: 5060.559082
	Iteration 258Q: 3 clusters Score -3592673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3592677.000000 Penalty: 5060.559082
	Iteration 259Q: 3 clusters Score -3592677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3592680.250000 Penalty: 5060.559082
	Iteration 260F: 3 clusters Score -3592680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3592683.750000 Penalty: 5060.559082
	Iteration 261Q: 3 clusters Score -3592684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3592678.000000 Penalty: 5060.559082
	Iteration 262Q: 3 clusters Score -3592678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3592682.500000 Penalty: 5060.559082
	Iteration 263Q: 3 clusters Score -3592682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3592681.750000 Penalty: 5060.559082
	Iteration 264Q: 3 clusters Score -3592682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3592682.750000 Penalty: 5060.559082
	Iteration 265Q: 3 clusters Score -3592683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3592692.000000 Penalty: 5060.559082
	Iteration 266Q: 3 clusters Score -3592692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3592685.750000 Penalty: 5060.559082
	Iteration 267Q: 3 clusters Score -3592686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3592680.000000 Penalty: 5060.559082
	Iteration 268Q: 3 clusters Score -3592680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3592680.250000 Penalty: 5060.559082
	Iteration 269Q: 3 clusters Score -3592680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3592682.000000 Penalty: 5060.559082
	Iteration 270Q: 3 clusters Score -3592682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3592683.000000 Penalty: 5060.559082
	Iteration 271Q: 3 clusters Score -3592683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3592683.750000 Penalty: 5060.559082
	Iteration 272Q: 3 clusters Score -3592684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3592681.750000 Penalty: 5060.559082
	Iteration 273Q: 3 clusters Score -3592682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3592687.000000 Penalty: 5060.559082
	Iteration 274Q: 3 clusters Score -3592687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3592687.750000 Penalty: 5060.559082
	Iteration 275Q: 3 clusters Score -3592688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3592687.750000 Penalty: 5060.559082
	Iteration 276F: 3 clusters Score -3592688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Entering Unmasked Estep 
Score: -780704.937500 Penalty: 2168.395752
	Iteration 0F: 2 clusters Score -780704.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -775416.875000 Penalty: 4336.791504
	Iteration 0F: 3 clusters Score -775416.9 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -776759.500000 Penalty: 4336.791504
	Iteration 1F: 3 clusters Score -776759.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -777017.250000 Penalty: 4336.791504
	Iteration 2F: 3 clusters Score -777017.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -777300.937500 Penalty: 4336.791504
	Iteration 3F: 3 clusters Score -777300.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -777624.125000 Penalty: 4336.791504
	Iteration 4F: 3 clusters Score -777624.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -777970.625000 Penalty: 4336.791504
	Iteration 5F: 3 clusters Score -777970.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -778276.625000 Penalty: 4336.791504
	Iteration 6F: 3 clusters Score -778276.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -778482.812500 Penalty: 4336.791504
	Iteration 7Q: 3 clusters Score -778482.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -778657.000000 Penalty: 4336.791504
	Iteration 8Q: 3 clusters Score -778657 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -778774.875000 Penalty: 4336.791504
	Iteration 9Q: 3 clusters Score -778774.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -778854.312500 Penalty: 4336.791504
	Iteration 10Q: 3 clusters Score -778854.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -778905.125000 Penalty: 4336.791504
	Iteration 11Q: 3 clusters Score -778905.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -778941.937500 Penalty: 4336.791504
	Iteration 12Q: 3 clusters Score -778941.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -778971.687500 Penalty: 4336.791504
	Iteration 13Q: 3 clusters Score -778971.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -778994.500000 Penalty: 4336.791504
	Iteration 14Q: 3 clusters Score -778994.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -779012.812500 Penalty: 4336.791504
	Iteration 15Q: 3 clusters Score -779012.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -779029.875000 Penalty: 4336.791504
	Iteration 16Q: 3 clusters Score -779029.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -779045.187500 Penalty: 4336.791504
	Iteration 17Q: 3 clusters Score -779045.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -779054.687500 Penalty: 4336.791504
	Iteration 18Q: 3 clusters Score -779054.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -779068.562500 Penalty: 4336.791504
	Iteration 19Q: 3 clusters Score -779068.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -779082.125000 Penalty: 4336.791504
	Iteration 20F: 3 clusters Score -779082.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -779092.125000 Penalty: 4336.791504
	Iteration 21Q: 3 clusters Score -779092.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -779108.000000 Penalty: 4336.791504
	Iteration 22Q: 3 clusters Score -779108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -779119.125000 Penalty: 4336.791504
	Iteration 23Q: 3 clusters Score -779119.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -779125.375000 Penalty: 4336.791504
	Iteration 24Q: 3 clusters Score -779125.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -779139.062500 Penalty: 4336.791504
	Iteration 25Q: 3 clusters Score -779139.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -779148.625000 Penalty: 4336.791504
	Iteration 26Q: 3 clusters Score -779148.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -779160.250000 Penalty: 4336.791504
	Iteration 27Q: 3 clusters Score -779160.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -779164.562500 Penalty: 4336.791504
	Iteration 28Q: 3 clusters Score -779164.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -779169.250000 Penalty: 4336.791504
	Iteration 29Q: 3 clusters Score -779169.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -779175.250000 Penalty: 4336.791504
	Iteration 30Q: 3 clusters Score -779175.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -779179.312500 Penalty: 4336.791504
	Iteration 31Q: 3 clusters Score -779179.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -779183.000000 Penalty: 4336.791504
	Iteration 32Q: 3 clusters Score -779183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -779188.750000 Penalty: 4336.791504
	Iteration 33Q: 3 clusters Score -779188.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -779188.125000 Penalty: 4336.791504
	Iteration 34Q: 3 clusters Score -779188.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -779189.750000 Penalty: 4336.791504
	Iteration 35Q: 3 clusters Score -779189.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -779189.750000 Penalty: 4336.791504
	Iteration 36F: 3 clusters Score -779189.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (52969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Entering Unmasked Estep 
Score: -6908879.500000 Penalty: 2697.610596
	Iteration 0F: 2 clusters Score -6908880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -6873117.500000 Penalty: 5395.221191
	Iteration 0F: 3 clusters Score -6873118 nChanged 24598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -6886991.000000 Penalty: 5395.221191
	Iteration 1F: 3 clusters Score -6886991 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -6887913.500000 Penalty: 5395.221191
	Iteration 2Q: 3 clusters Score -6887914 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -6889109.000000 Penalty: 5395.221191
	Iteration 3Q: 3 clusters Score -6889109 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -6891126.500000 Penalty: 5395.221191
	Iteration 4F: 3 clusters Score -6891126 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -6894555.000000 Penalty: 5395.221191
	Iteration 5F: 3 clusters Score -6894555 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -6898556.000000 Penalty: 5395.221191
	Iteration 6F: 3 clusters Score -6898556 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -6901802.000000 Penalty: 5395.221191
	Iteration 7F: 3 clusters Score -6901802 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -6903950.500000 Penalty: 5395.221191
	Iteration 8F: 3 clusters Score -6903950 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -6905318.000000 Penalty: 5395.221191
	Iteration 9Q: 3 clusters Score -6905318 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -6906298.000000 Penalty: 5395.221191
	Iteration 10Q: 3 clusters Score -6906298 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -6907050.000000 Penalty: 5395.221191
	Iteration 11Q: 3 clusters Score -6907050 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -6907641.500000 Penalty: 5395.221191
	Iteration 12Q: 3 clusters Score -6907642 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -6908256.500000 Penalty: 5395.221191
	Iteration 13Q: 3 clusters Score -6908256 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -6908804.000000 Penalty: 5395.221191
	Iteration 14Q: 3 clusters Score -6908804 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -6909291.500000 Penalty: 5395.221191
	Iteration 15Q: 3 clusters Score -6909292 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -6909585.000000 Penalty: 5395.221191
	Iteration 16Q: 3 clusters Score -6909585 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -6909770.500000 Penalty: 5395.221191
	Iteration 17Q: 3 clusters Score -6909770 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -6909857.500000 Penalty: 5395.221191
	Iteration 18Q: 3 clusters Score -6909858 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -6909907.500000 Penalty: 5395.221191
	Iteration 19Q: 3 clusters Score -6909908 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -6909942.500000 Penalty: 5395.221191
	Iteration 20F: 3 clusters Score -6909942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -6909946.000000 Penalty: 5395.221191
	Iteration 21Q: 3 clusters Score -6909946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -6909950.000000 Penalty: 5395.221191
	Iteration 22Q: 3 clusters Score -6909950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -6909955.500000 Penalty: 5395.221191
	Iteration 23Q: 3 clusters Score -6909956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -6909966.500000 Penalty: 5395.221191
	Iteration 24Q: 3 clusters Score -6909966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -6909969.000000 Penalty: 5395.221191
	Iteration 25Q: 3 clusters Score -6909969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -6909974.500000 Penalty: 5395.221191
	Iteration 26Q: 3 clusters Score -6909974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -6909979.500000 Penalty: 5395.221191
	Iteration 27Q: 3 clusters Score -6909980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -6909984.500000 Penalty: 5395.221191
	Iteration 28Q: 3 clusters Score -6909984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -6909975.500000 Penalty: 5395.221191
	Iteration 29Q: 3 clusters Score -6909976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -6909971.500000 Penalty: 5395.221191
	Iteration 30Q: 3 clusters Score -6909972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -6909975.500000 Penalty: 5395.221191
	Iteration 31Q: 3 clusters Score -6909976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -6909973.000000 Penalty: 5395.221191
	Iteration 32Q: 3 clusters Score -6909973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -6909973.000000 Penalty: 5395.221191
	Iteration 33F: 3 clusters Score -6909973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 129847 members 
Mstep: Class 3 contains 26977 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 49037 members 
Mstep: Class 6 contains 12377 members 
Mstep: Class 7 contains 139158 members 
Mstep: Class 8 contains 21925 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 39663 members 
Mstep: Class 14 contains 23916 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 8918 members 
Mstep: Class 17 contains 25620 members 
Mstep: Class 19 contains 29344 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 11044 members 
Mstep: Class 22 contains 20121 members 
Mstep: Class 23 contains 13747 members 
Entering Unmasked Estep 
Score: -73760112.000000 Penalty: 72399.953125
Splitting cluster 5 changes total score from -73759408.000000 to -73760112.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 6 (12377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Entering Unmasked Estep 
Score: -1522746.500000 Penalty: 2337.051758
	Iteration 0F: 2 clusters Score -1522746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1513615.750000 Penalty: 4674.103516
	Iteration 0F: 3 clusters Score -1513616 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1516558.875000 Penalty: 4674.103516
	Iteration 1F: 3 clusters Score -1516559 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1517124.125000 Penalty: 4674.103516
	Iteration 2F: 3 clusters Score -1517124 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1517654.875000 Penalty: 4674.103516
	Iteration 3F: 3 clusters Score -1517655 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1518175.625000 Penalty: 4674.103516
	Iteration 4F: 3 clusters Score -1518176 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1518664.875000 Penalty: 4674.103516
	Iteration 5F: 3 clusters Score -1518665 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1519159.125000 Penalty: 4674.103516
	Iteration 6F: 3 clusters Score -1519159 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1519590.000000 Penalty: 4674.103516
	Iteration 7F: 3 clusters Score -1519590 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1519961.250000 Penalty: 4674.103516
	Iteration 8Q: 3 clusters Score -1519961 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1520345.125000 Penalty: 4674.103516
	Iteration 9Q: 3 clusters Score -1520345 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1520720.625000 Penalty: 4674.103516
	Iteration 10Q: 3 clusters Score -1520721 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1520990.875000 Penalty: 4674.103516
	Iteration 11Q: 3 clusters Score -1520991 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1521162.625000 Penalty: 4674.103516
	Iteration 12Q: 3 clusters Score -1521163 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1521313.000000 Penalty: 4674.103516
	Iteration 13Q: 3 clusters Score -1521313 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1521453.500000 Penalty: 4674.103516
	Iteration 14Q: 3 clusters Score -1521454 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1521592.250000 Penalty: 4674.103516
	Iteration 15Q: 3 clusters Score -1521592 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1521719.875000 Penalty: 4674.103516
	Iteration 16Q: 3 clusters Score -1521720 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1521821.125000 Penalty: 4674.103516
	Iteration 17Q: 3 clusters Score -1521821 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1521931.000000 Penalty: 4674.103516
	Iteration 18Q: 3 clusters Score -1521931 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1522037.500000 Penalty: 4674.103516
	Iteration 19Q: 3 clusters Score -1522038 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1522146.625000 Penalty: 4674.103516
	Iteration 20F: 3 clusters Score -1522147 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1522246.500000 Penalty: 4674.103516
	Iteration 21Q: 3 clusters Score -1522246 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1522339.000000 Penalty: 4674.103516
	Iteration 22Q: 3 clusters Score -1522339 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1522427.125000 Penalty: 4674.103516
	Iteration 23Q: 3 clusters Score -1522427 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1522533.750000 Penalty: 4674.103516
	Iteration 24Q: 3 clusters Score -1522534 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1522617.125000 Penalty: 4674.103516
	Iteration 25Q: 3 clusters Score -1522617 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1522703.500000 Penalty: 4674.103516
	Iteration 26Q: 3 clusters Score -1522704 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1522780.750000 Penalty: 4674.103516
	Iteration 27Q: 3 clusters Score -1522781 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1522836.750000 Penalty: 4674.103516
	Iteration 28Q: 3 clusters Score -1522837 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1522884.250000 Penalty: 4674.103516
	Iteration 29Q: 3 clusters Score -1522884 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1522909.125000 Penalty: 4674.103516
	Iteration 30Q: 3 clusters Score -1522909 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1522933.500000 Penalty: 4674.103516
	Iteration 31Q: 3 clusters Score -1522934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1522953.625000 Penalty: 4674.103516
	Iteration 32Q: 3 clusters Score -1522954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1522972.125000 Penalty: 4674.103516
	Iteration 33Q: 3 clusters Score -1522972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1522981.750000 Penalty: 4674.103516
	Iteration 34Q: 3 clusters Score -1522982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1522995.375000 Penalty: 4674.103516
	Iteration 35Q: 3 clusters Score -1522995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1523000.750000 Penalty: 4674.103516
	Iteration 36Q: 3 clusters Score -1523001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1523005.500000 Penalty: 4674.103516
	Iteration 37Q: 3 clusters Score -1523006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1523011.000000 Penalty: 4674.103516
	Iteration 38Q: 3 clusters Score -1523011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1523013.875000 Penalty: 4674.103516
	Iteration 39Q: 3 clusters Score -1523014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1523014.250000 Penalty: 4674.103516
	Iteration 40F: 3 clusters Score -1523014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1523019.500000 Penalty: 4674.103516
	Iteration 41Q: 3 clusters Score -1523020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1523021.000000 Penalty: 4674.103516
	Iteration 42Q: 3 clusters Score -1523021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1523023.625000 Penalty: 4674.103516
	Iteration 43Q: 3 clusters Score -1523024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1523022.500000 Penalty: 4674.103516
	Iteration 44Q: 3 clusters Score -1523022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1523022.625000 Penalty: 4674.103516
	Iteration 45Q: 3 clusters Score -1523023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1523026.500000 Penalty: 4674.103516
	Iteration 46Q: 3 clusters Score -1523026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1523028.000000 Penalty: 4674.103516
	Iteration 47Q: 3 clusters Score -1523028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1523029.750000 Penalty: 4674.103516
	Iteration 48Q: 3 clusters Score -1523030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1523033.250000 Penalty: 4674.103516
	Iteration 49Q: 3 clusters Score -1523033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1523033.875000 Penalty: 4674.103516
	Iteration 50Q: 3 clusters Score -1523034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1523034.875000 Penalty: 4674.103516
	Iteration 51Q: 3 clusters Score -1523035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1523034.875000 Penalty: 4674.103516
	Iteration 52F: 3 clusters Score -1523035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 129847 members 
Mstep: Class 3 contains 26977 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 49037 members 
Mstep: Class 6 contains 11166 members 
Mstep: Class 7 contains 139158 members 
Mstep: Class 8 contains 21925 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 39663 members 
Mstep: Class 14 contains 23916 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 8918 members 
Mstep: Class 17 contains 25620 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 29344 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 11044 members 
Mstep: Class 22 contains 20121 members 
Mstep: Class 23 contains 13747 members 
Entering Unmasked Estep 
Score: -73759552.000000 Penalty: 75690.859375
Splitting cluster 6 changes total score from -73759408.000000 to -73759552.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 7 (139158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139158 members 
Entering Unmasked Estep 
Score: -18198794.000000 Penalty: 2937.154785
	Iteration 0F: 2 clusters Score -1.819879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 69359 members 
Entering Unmasked Estep 
Score: -18105976.000000 Penalty: 5874.309570
	Iteration 0F: 3 clusters Score -1.810598e+07 nChanged 66186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71489 members 
Mstep: Class 2 contains 67669 members 
Entering Unmasked Estep 
Score: -18145068.000000 Penalty: 5874.309570
	Iteration 1F: 3 clusters Score -1.814507e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71865 members 
Mstep: Class 2 contains 67293 members 
Entering Unmasked Estep 
Score: -18147550.000000 Penalty: 5874.309570
	Iteration 2Q: 3 clusters Score -1.814755e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -18151500.000000 Penalty: 5874.309570
	Iteration 3F: 3 clusters Score -1.81515e+07 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71838 members 
Mstep: Class 2 contains 67320 members 
Entering Unmasked Estep 
Score: -18157378.000000 Penalty: 5874.309570
	Iteration 4F: 3 clusters Score -1.815738e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71051 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -18163922.000000 Penalty: 5874.309570
	Iteration 5F: 3 clusters Score -1.816392e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Mstep: Class 2 contains 69075 members 
Entering Unmasked Estep 
Score: -18170098.000000 Penalty: 5874.309570
	Iteration 6F: 3 clusters Score -1.81701e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68911 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -18174990.000000 Penalty: 5874.309570
	Iteration 7F: 3 clusters Score -1.817499e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67790 members 
Mstep: Class 2 contains 71368 members 
Entering Unmasked Estep 
Score: -18178416.000000 Penalty: 5874.309570
	Iteration 8F: 3 clusters Score -1.817842e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66728 members 
Mstep: Class 2 contains 72430 members 
Entering Unmasked Estep 
Score: -18181506.000000 Penalty: 5874.309570
	Iteration 9Q: 3 clusters Score -1.818151e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 73565 members 
Entering Unmasked Estep 
Score: -18184888.000000 Penalty: 5874.309570
	Iteration 10Q: 3 clusters Score -1.818489e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64207 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -18189164.000000 Penalty: 5874.309570
	Iteration 11Q: 3 clusters Score -1.818916e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 76511 members 
Entering Unmasked Estep 
Score: -18193632.000000 Penalty: 5874.309570
	Iteration 12Q: 3 clusters Score -1.819363e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61110 members 
Mstep: Class 2 contains 78048 members 
Entering Unmasked Estep 
Score: -18197070.000000 Penalty: 5874.309570
	Iteration 13Q: 3 clusters Score -1.819707e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59761 members 
Mstep: Class 2 contains 79397 members 
Entering Unmasked Estep 
Score: -18198546.000000 Penalty: 5874.309570
	Iteration 14Q: 3 clusters Score -1.819855e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 80450 members 
Entering Unmasked Estep 
Score: -18199280.000000 Penalty: 5874.309570
	Iteration 15Q: 3 clusters Score -1.819928e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 81347 members 
Entering Unmasked Estep 
Score: -18199752.000000 Penalty: 5874.309570
	Iteration 16Q: 3 clusters Score -1.819975e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 82145 members 
Entering Unmasked Estep 
Score: -18200084.000000 Penalty: 5874.309570
	Iteration 17Q: 3 clusters Score -1.820008e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 82840 members 
Entering Unmasked Estep 
Score: -18200224.000000 Penalty: 5874.309570
	Iteration 18Q: 3 clusters Score -1.820022e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 83487 members 
Entering Unmasked Estep 
Score: -18200366.000000 Penalty: 5874.309570
	Iteration 19Q: 3 clusters Score -1.820037e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 84076 members 
Entering Unmasked Estep 
Score: -18200396.000000 Penalty: 5874.309570
	Iteration 20F: 3 clusters Score -1.82004e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 84629 members 
Entering Unmasked Estep 
Score: -18200448.000000 Penalty: 5874.309570
	Iteration 21Q: 3 clusters Score -1.820045e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 85145 members 
Entering Unmasked Estep 
Score: -18200406.000000 Penalty: 5874.309570
	Iteration 22Q: 3 clusters Score -1.820041e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 85632 members 
Entering Unmasked Estep 
Score: -18200438.000000 Penalty: 5874.309570
	Iteration 23Q: 3 clusters Score -1.820044e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -18200544.000000 Penalty: 5874.309570
	Iteration 24Q: 3 clusters Score -1.820054e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 86543 members 
Entering Unmasked Estep 
Score: -18200584.000000 Penalty: 5874.309570
	Iteration 25Q: 3 clusters Score -1.820058e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 86981 members 
Entering Unmasked Estep 
Score: -18200746.000000 Penalty: 5874.309570
	Iteration 26Q: 3 clusters Score -1.820075e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 87485 members 
Entering Unmasked Estep 
Score: -18200764.000000 Penalty: 5874.309570
	Iteration 27Q: 3 clusters Score -1.820076e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 87984 members 
Entering Unmasked Estep 
Score: -18200904.000000 Penalty: 5874.309570
	Iteration 28Q: 3 clusters Score -1.82009e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -18201004.000000 Penalty: 5874.309570
	Iteration 29Q: 3 clusters Score -1.8201e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 89100 members 
Entering Unmasked Estep 
Score: -18201130.000000 Penalty: 5874.309570
	Iteration 30Q: 3 clusters Score -1.820113e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 89658 members 
Entering Unmasked Estep 
Score: -18201262.000000 Penalty: 5874.309570
	Iteration 31Q: 3 clusters Score -1.820126e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 90185 members 
Entering Unmasked Estep 
Score: -18201314.000000 Penalty: 5874.309570
	Iteration 32Q: 3 clusters Score -1.820131e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 90674 members 
Entering Unmasked Estep 
Score: -18201400.000000 Penalty: 5874.309570
	Iteration 33Q: 3 clusters Score -1.82014e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 91185 members 
Entering Unmasked Estep 
Score: -18201570.000000 Penalty: 5874.309570
	Iteration 34Q: 3 clusters Score -1.820157e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 91699 members 
Entering Unmasked Estep 
Score: -18201680.000000 Penalty: 5874.309570
	Iteration 35Q: 3 clusters Score -1.820168e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 92204 members 
Entering Unmasked Estep 
Score: -18201810.000000 Penalty: 5874.309570
	Iteration 36Q: 3 clusters Score -1.820181e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 92679 members 
Entering Unmasked Estep 
Score: -18201896.000000 Penalty: 5874.309570
	Iteration 37Q: 3 clusters Score -1.82019e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -18201990.000000 Penalty: 5874.309570
	Iteration 38Q: 3 clusters Score -1.820199e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 93562 members 
Entering Unmasked Estep 
Score: -18202094.000000 Penalty: 5874.309570
	Iteration 39Q: 3 clusters Score -1.820209e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 94005 members 
Entering Unmasked Estep 
Score: -18202196.000000 Penalty: 5874.309570
	Iteration 40F: 3 clusters Score -1.82022e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -18202270.000000 Penalty: 5874.309570
	Iteration 41Q: 3 clusters Score -1.820227e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 94805 members 
Entering Unmasked Estep 
Score: -18202328.000000 Penalty: 5874.309570
	Iteration 42Q: 3 clusters Score -1.820233e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -18202406.000000 Penalty: 5874.309570
	Iteration 43Q: 3 clusters Score -1.820241e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 95515 members 
Entering Unmasked Estep 
Score: -18202424.000000 Penalty: 5874.309570
	Iteration 44Q: 3 clusters Score -1.820242e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 95795 members 
Entering Unmasked Estep 
Score: -18202478.000000 Penalty: 5874.309570
	Iteration 45Q: 3 clusters Score -1.820248e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -18202482.000000 Penalty: 5874.309570
	Iteration 46Q: 3 clusters Score -1.820248e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 96308 members 
Entering Unmasked Estep 
Score: -18202506.000000 Penalty: 5874.309570
	Iteration 47Q: 3 clusters Score -1.820251e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 96512 members 
Entering Unmasked Estep 
Score: -18202496.000000 Penalty: 5874.309570
	Iteration 48Q: 3 clusters Score -1.82025e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 96698 members 
Entering Unmasked Estep 
Score: -18202506.000000 Penalty: 5874.309570
	Iteration 49Q: 3 clusters Score -1.820251e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 96857 members 
Entering Unmasked Estep 
Score: -18202468.000000 Penalty: 5874.309570
	Iteration 50Q: 3 clusters Score -1.820247e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 97001 members 
Entering Unmasked Estep 
Score: -18202492.000000 Penalty: 5874.309570
	Iteration 51Q: 3 clusters Score -1.820249e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 97146 members 
Entering Unmasked Estep 
Score: -18202484.000000 Penalty: 5874.309570
	Iteration 52Q: 3 clusters Score -1.820248e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 97281 members 
Entering Unmasked Estep 
Score: -18202476.000000 Penalty: 5874.309570
	Iteration 53Q: 3 clusters Score -1.820248e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 97403 members 
Entering Unmasked Estep 
Score: -18202468.000000 Penalty: 5874.309570
	Iteration 54Q: 3 clusters Score -1.820247e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 97517 members 
Entering Unmasked Estep 
Score: -18202468.000000 Penalty: 5874.309570
	Iteration 55Q: 3 clusters Score -1.820247e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 97616 members 
Entering Unmasked Estep 
Score: -18202482.000000 Penalty: 5874.309570
	Iteration 56Q: 3 clusters Score -1.820248e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 97686 members 
Entering Unmasked Estep 
Score: -18202476.000000 Penalty: 5874.309570
	Iteration 57Q: 3 clusters Score -1.820248e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 97749 members 
Entering Unmasked Estep 
Score: -18202488.000000 Penalty: 5874.309570
	Iteration 58Q: 3 clusters Score -1.820249e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 97812 members 
Entering Unmasked Estep 
Score: -18202486.000000 Penalty: 5874.309570
	Iteration 59Q: 3 clusters Score -1.820249e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 97876 members 
Entering Unmasked Estep 
Score: -18202494.000000 Penalty: 5874.309570
	Iteration 60F: 3 clusters Score -1.820249e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 97936 members 
Entering Unmasked Estep 
Score: -18202508.000000 Penalty: 5874.309570
	Iteration 61Q: 3 clusters Score -1.820251e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 97990 members 
Entering Unmasked Estep 
Score: -18202518.000000 Penalty: 5874.309570
	Iteration 62Q: 3 clusters Score -1.820252e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 98037 members 
Entering Unmasked Estep 
Score: -18202528.000000 Penalty: 5874.309570
	Iteration 63Q: 3 clusters Score -1.820253e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 98076 members 
Entering Unmasked Estep 
Score: -18202556.000000 Penalty: 5874.309570
	Iteration 64Q: 3 clusters Score -1.820256e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 98110 members 
Entering Unmasked Estep 
Score: -18202554.000000 Penalty: 5874.309570
	Iteration 65Q: 3 clusters Score -1.820255e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 98139 members 
Entering Unmasked Estep 
Score: -18202530.000000 Penalty: 5874.309570
	Iteration 66Q: 3 clusters Score -1.820253e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 98164 members 
Entering Unmasked Estep 
Score: -18202540.000000 Penalty: 5874.309570
	Iteration 67Q: 3 clusters Score -1.820254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 98186 members 
Entering Unmasked Estep 
Score: -18202552.000000 Penalty: 5874.309570
	Iteration 68Q: 3 clusters Score -1.820255e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 98205 members 
Entering Unmasked Estep 
Score: -18202554.000000 Penalty: 5874.309570
	Iteration 69Q: 3 clusters Score -1.820255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 98222 members 
Entering Unmasked Estep 
Score: -18202548.000000 Penalty: 5874.309570
	Iteration 70Q: 3 clusters Score -1.820255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 98239 members 
Entering Unmasked Estep 
Score: -18202562.000000 Penalty: 5874.309570
	Iteration 71Q: 3 clusters Score -1.820256e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -18202550.000000 Penalty: 5874.309570
	Iteration 72Q: 3 clusters Score -1.820255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 98269 members 
Entering Unmasked Estep 
Score: -18202550.000000 Penalty: 5874.309570
	Iteration 73Q: 3 clusters Score -1.820255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 98283 members 
Entering Unmasked Estep 
Score: -18202546.000000 Penalty: 5874.309570
	Iteration 74Q: 3 clusters Score -1.820255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 98296 members 
Entering Unmasked Estep 
Score: -18202548.000000 Penalty: 5874.309570
	Iteration 75Q: 3 clusters Score -1.820255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 98301 members 
Entering Unmasked Estep 
Score: -18202540.000000 Penalty: 5874.309570
	Iteration 76Q: 3 clusters Score -1.820254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 98310 members 
Entering Unmasked Estep 
Score: -18202542.000000 Penalty: 5874.309570
	Iteration 77Q: 3 clusters Score -1.820254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 98317 members 
Entering Unmasked Estep 
Score: -18202544.000000 Penalty: 5874.309570
	Iteration 78Q: 3 clusters Score -1.820254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 98322 members 
Entering Unmasked Estep 
Score: -18202536.000000 Penalty: 5874.309570
	Iteration 79Q: 3 clusters Score -1.820254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 98326 members 
Entering Unmasked Estep 
Score: -18202550.000000 Penalty: 5874.309570
	Iteration 80F: 3 clusters Score -1.820255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 98329 members 
Entering Unmasked Estep 
Score: -18202548.000000 Penalty: 5874.309570
	Iteration 81Q: 3 clusters Score -1.820255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 98333 members 
Entering Unmasked Estep 
Score: -18202566.000000 Penalty: 5874.309570
	Iteration 82Q: 3 clusters Score -1.820257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 98336 members 
Entering Unmasked Estep 
Score: -18202568.000000 Penalty: 5874.309570
	Iteration 83Q: 3 clusters Score -1.820257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 98339 members 
Entering Unmasked Estep 
Score: -18202560.000000 Penalty: 5874.309570
	Iteration 84Q: 3 clusters Score -1.820256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 98345 members 
Entering Unmasked Estep 
Score: -18202550.000000 Penalty: 5874.309570
	Iteration 85Q: 3 clusters Score -1.820255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 98355 members 
Entering Unmasked Estep 
Score: -18202560.000000 Penalty: 5874.309570
	Iteration 86Q: 3 clusters Score -1.820256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 98360 members 
Entering Unmasked Estep 
Score: -18202560.000000 Penalty: 5874.309570
	Iteration 87Q: 3 clusters Score -1.820256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 98363 members 
Entering Unmasked Estep 
Score: -18202562.000000 Penalty: 5874.309570
	Iteration 88Q: 3 clusters Score -1.820256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 98363 members 
Entering Unmasked Estep 
Score: -18202562.000000 Penalty: 5874.309570
	Iteration 89F: 3 clusters Score -1.820256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 129847 members 
Mstep: Class 3 contains 26977 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 49037 members 
Mstep: Class 6 contains 11166 members 
Mstep: Class 7 contains 40795 members 
Mstep: Class 8 contains 21925 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 39663 members 
Mstep: Class 14 contains 23916 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 8918 members 
Mstep: Class 17 contains 25620 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 29344 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 11044 members 
Mstep: Class 22 contains 20121 members 
Mstep: Class 23 contains 13747 members 
Mstep: Class 24 contains 98363 members 
Entering Unmasked Estep 
Score: -73762984.000000 Penalty: 78981.765625
Splitting cluster 7 changes total score from -73759408.000000 to -73762984.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (21925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Entering Unmasked Estep 
Score: -2838778.500000 Penalty: 2478.854980
	Iteration 0F: 2 clusters Score -2838778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2823566.250000 Penalty: 4957.709961
	Iteration 0F: 3 clusters Score -2823566 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2828864.250000 Penalty: 4957.709961
	Iteration 1F: 3 clusters Score -2828864 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2829469.500000 Penalty: 4957.709961
	Iteration 2F: 3 clusters Score -2829470 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2830125.500000 Penalty: 4957.709961
	Iteration 3F: 3 clusters Score -2830126 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2830975.000000 Penalty: 4957.709961
	Iteration 4F: 3 clusters Score -2830975 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2831964.500000 Penalty: 4957.709961
	Iteration 5F: 3 clusters Score -2831964 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2832977.250000 Penalty: 4957.709961
	Iteration 6F: 3 clusters Score -2832977 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2833866.250000 Penalty: 4957.709961
	Iteration 7F: 3 clusters Score -2833866 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2834612.500000 Penalty: 4957.709961
	Iteration 8F: 3 clusters Score -2834612 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2835167.000000 Penalty: 4957.709961
	Iteration 9Q: 3 clusters Score -2835167 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2835593.500000 Penalty: 4957.709961
	Iteration 10Q: 3 clusters Score -2835594 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2835943.750000 Penalty: 4957.709961
	Iteration 11Q: 3 clusters Score -2835944 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2836205.750000 Penalty: 4957.709961
	Iteration 12Q: 3 clusters Score -2836206 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2836431.250000 Penalty: 4957.709961
	Iteration 13Q: 3 clusters Score -2836431 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2836624.500000 Penalty: 4957.709961
	Iteration 14Q: 3 clusters Score -2836624 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2836789.250000 Penalty: 4957.709961
	Iteration 15Q: 3 clusters Score -2836789 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2836938.000000 Penalty: 4957.709961
	Iteration 16Q: 3 clusters Score -2836938 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2837092.250000 Penalty: 4957.709961
	Iteration 17Q: 3 clusters Score -2837092 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2837209.000000 Penalty: 4957.709961
	Iteration 18Q: 3 clusters Score -2837209 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2837319.000000 Penalty: 4957.709961
	Iteration 19Q: 3 clusters Score -2837319 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2837441.250000 Penalty: 4957.709961
	Iteration 20F: 3 clusters Score -2837441 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2837530.500000 Penalty: 4957.709961
	Iteration 21Q: 3 clusters Score -2837530 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2837632.750000 Penalty: 4957.709961
	Iteration 22Q: 3 clusters Score -2837633 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2837699.500000 Penalty: 4957.709961
	Iteration 23Q: 3 clusters Score -2837700 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2837740.750000 Penalty: 4957.709961
	Iteration 24Q: 3 clusters Score -2837741 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2837775.750000 Penalty: 4957.709961
	Iteration 25Q: 3 clusters Score -2837776 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2837806.250000 Penalty: 4957.709961
	Iteration 26Q: 3 clusters Score -2837806 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2837819.000000 Penalty: 4957.709961
	Iteration 27Q: 3 clusters Score -2837819 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2837834.000000 Penalty: 4957.709961
	Iteration 28Q: 3 clusters Score -2837834 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2837844.500000 Penalty: 4957.709961
	Iteration 29Q: 3 clusters Score -2837844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2837866.500000 Penalty: 4957.709961
	Iteration 30Q: 3 clusters Score -2837866 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2837877.250000 Penalty: 4957.709961
	Iteration 31Q: 3 clusters Score -2837877 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2837897.000000 Penalty: 4957.709961
	Iteration 32Q: 3 clusters Score -2837897 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2837895.000000 Penalty: 4957.709961
	Iteration 33Q: 3 clusters Score -2837895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2837899.250000 Penalty: 4957.709961
	Iteration 34Q: 3 clusters Score -2837899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2837904.250000 Penalty: 4957.709961
	Iteration 35Q: 3 clusters Score -2837904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2837904.750000 Penalty: 4957.709961
	Iteration 36Q: 3 clusters Score -2837905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2837908.750000 Penalty: 4957.709961
	Iteration 37Q: 3 clusters Score -2837909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2837910.250000 Penalty: 4957.709961
	Iteration 38Q: 3 clusters Score -2837910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2837906.500000 Penalty: 4957.709961
	Iteration 39Q: 3 clusters Score -2837906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2837920.500000 Penalty: 4957.709961
	Iteration 40F: 3 clusters Score -2837920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2837919.250000 Penalty: 4957.709961
	Iteration 41Q: 3 clusters Score -2837919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2837922.250000 Penalty: 4957.709961
	Iteration 42Q: 3 clusters Score -2837922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2837916.250000 Penalty: 4957.709961
	Iteration 43Q: 3 clusters Score -2837916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2837919.000000 Penalty: 4957.709961
	Iteration 44Q: 3 clusters Score -2837919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2837922.500000 Penalty: 4957.709961
	Iteration 45Q: 3 clusters Score -2837922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2837924.750000 Penalty: 4957.709961
	Iteration 46Q: 3 clusters Score -2837925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2837928.250000 Penalty: 4957.709961
	Iteration 47Q: 3 clusters Score -2837928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2837929.500000 Penalty: 4957.709961
	Iteration 48Q: 3 clusters Score -2837930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2837934.000000 Penalty: 4957.709961
	Iteration 49Q: 3 clusters Score -2837934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2837935.000000 Penalty: 4957.709961
	Iteration 50Q: 3 clusters Score -2837935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2837933.250000 Penalty: 4957.709961
	Iteration 51Q: 3 clusters Score -2837933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2837930.000000 Penalty: 4957.709961
	Iteration 52Q: 3 clusters Score -2837930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2837930.000000 Penalty: 4957.709961
	Iteration 53Q: 3 clusters Score -2837930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2837929.500000 Penalty: 4957.709961
	Iteration 54Q: 3 clusters Score -2837930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2837933.500000 Penalty: 4957.709961
	Iteration 55Q: 3 clusters Score -2837934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2837933.500000 Penalty: 4957.709961
	Iteration 56F: 3 clusters Score -2837934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Entering Unmasked Estep 
Score: -631948.687500 Penalty: 2102.295166
	Iteration 0F: 2 clusters Score -631948.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -627575.312500 Penalty: 4204.590332
	Iteration 0F: 3 clusters Score -627575.3 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -628609.125000 Penalty: 4204.590332
	Iteration 1F: 3 clusters Score -628609.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -628836.125000 Penalty: 4204.590332
	Iteration 2F: 3 clusters Score -628836.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -629004.500000 Penalty: 4204.590332
	Iteration 3F: 3 clusters Score -629004.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -629143.125000 Penalty: 4204.590332
	Iteration 4Q: 3 clusters Score -629143.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -629248.000000 Penalty: 4204.590332
	Iteration 5Q: 3 clusters Score -629248 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -629370.687500 Penalty: 4204.590332
	Iteration 6Q: 3 clusters Score -629370.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -629507.125000 Penalty: 4204.590332
	Iteration 7Q: 3 clusters Score -629507.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -629653.187500 Penalty: 4204.590332
	Iteration 8Q: 3 clusters Score -629653.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -629830.187500 Penalty: 4204.590332
	Iteration 9Q: 3 clusters Score -629830.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -630039.187500 Penalty: 4204.590332
	Iteration 10Q: 3 clusters Score -630039.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -630230.125000 Penalty: 4204.590332
	Iteration 11Q: 3 clusters Score -630230.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -630365.312500 Penalty: 4204.590332
	Iteration 12Q: 3 clusters Score -630365.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -630476.812500 Penalty: 4204.590332
	Iteration 13Q: 3 clusters Score -630476.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -630561.312500 Penalty: 4204.590332
	Iteration 14Q: 3 clusters Score -630561.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -630630.312500 Penalty: 4204.590332
	Iteration 15Q: 3 clusters Score -630630.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -630678.437500 Penalty: 4204.590332
	Iteration 16Q: 3 clusters Score -630678.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -630717.187500 Penalty: 4204.590332
	Iteration 17Q: 3 clusters Score -630717.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -630739.687500 Penalty: 4204.590332
	Iteration 18Q: 3 clusters Score -630739.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -630755.437500 Penalty: 4204.590332
	Iteration 19Q: 3 clusters Score -630755.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -630765.562500 Penalty: 4204.590332
	Iteration 20F: 3 clusters Score -630765.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -630769.875000 Penalty: 4204.590332
	Iteration 21Q: 3 clusters Score -630769.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -630770.812500 Penalty: 4204.590332
	Iteration 22Q: 3 clusters Score -630770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -630773.625000 Penalty: 4204.590332
	Iteration 23Q: 3 clusters Score -630773.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -630773.937500 Penalty: 4204.590332
	Iteration 24Q: 3 clusters Score -630773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -630775.250000 Penalty: 4204.590332
	Iteration 25Q: 3 clusters Score -630775.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -630775.625000 Penalty: 4204.590332
	Iteration 26Q: 3 clusters Score -630775.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -630776.562500 Penalty: 4204.590332
	Iteration 27Q: 3 clusters Score -630776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -630779.000000 Penalty: 4204.590332
	Iteration 28Q: 3 clusters Score -630779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -630782.125000 Penalty: 4204.590332
	Iteration 29Q: 3 clusters Score -630782.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -630783.375000 Penalty: 4204.590332
	Iteration 30Q: 3 clusters Score -630783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -630784.375000 Penalty: 4204.590332
	Iteration 31Q: 3 clusters Score -630784.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -630786.562500 Penalty: 4204.590332
	Iteration 32Q: 3 clusters Score -630786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -630787.625000 Penalty: 4204.590332
	Iteration 33Q: 3 clusters Score -630787.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -630787.312500 Penalty: 4204.590332
	Iteration 34Q: 3 clusters Score -630787.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -630788.000000 Penalty: 4204.590332
	Iteration 35Q: 3 clusters Score -630788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -630788.000000 Penalty: 4204.590332
	Iteration 36F: 3 clusters Score -630788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -169405.828125 Penalty: 1815.654785
	Iteration 0F: 2 clusters Score -169405.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -167242.031250 Penalty: 3631.309570
	Iteration 0F: 3 clusters Score -167242 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -168006.453125 Penalty: 3631.309570
	Iteration 1F: 3 clusters Score -168006.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -168489.484375 Penalty: 3631.309570
	Iteration 2F: 3 clusters Score -168489.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -168817.718750 Penalty: 3631.309570
	Iteration 3F: 3 clusters Score -168817.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -168997.812500 Penalty: 3631.309570
	Iteration 4F: 3 clusters Score -168997.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -169099.796875 Penalty: 3631.309570
	Iteration 5Q: 3 clusters Score -169099.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -169148.437500 Penalty: 3631.309570
	Iteration 6Q: 3 clusters Score -169148.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -169174.218750 Penalty: 3631.309570
	Iteration 7Q: 3 clusters Score -169174.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -169184.078125 Penalty: 3631.309570
	Iteration 8Q: 3 clusters Score -169184.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -169193.796875 Penalty: 3631.309570
	Iteration 9Q: 3 clusters Score -169193.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -169196.406250 Penalty: 3631.309570
	Iteration 10Q: 3 clusters Score -169196.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -169197.265625 Penalty: 3631.309570
	Iteration 11Q: 3 clusters Score -169197.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -169198.281250 Penalty: 3631.309570
	Iteration 12Q: 3 clusters Score -169198.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -169198.375000 Penalty: 3631.309570
	Iteration 13Q: 3 clusters Score -169198.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -169199.015625 Penalty: 3631.309570
	Iteration 14Q: 3 clusters Score -169199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -169199.015625 Penalty: 3631.309570
	Iteration 15F: 3 clusters Score -169199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Entering Unmasked Estep 
Score: -359296.125000 Penalty: 1955.094604
	Iteration 0F: 2 clusters Score -359296.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -356231.000000 Penalty: 3910.189209
	Iteration 0F: 3 clusters Score -356231 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -356784.718750 Penalty: 3910.189209
	Iteration 1F: 3 clusters Score -356784.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -356930.218750 Penalty: 3910.189209
	Iteration 2F: 3 clusters Score -356930.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -357006.781250 Penalty: 3910.189209
	Iteration 3Q: 3 clusters Score -357006.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -357056.968750 Penalty: 3910.189209
	Iteration 4Q: 3 clusters Score -357057 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -357081.781250 Penalty: 3910.189209
	Iteration 5Q: 3 clusters Score -357081.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -357102.562500 Penalty: 3910.189209
	Iteration 6Q: 3 clusters Score -357102.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -357119.781250 Penalty: 3910.189209
	Iteration 7Q: 3 clusters Score -357119.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -357132.687500 Penalty: 3910.189209
	Iteration 8Q: 3 clusters Score -357132.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -357141.375000 Penalty: 3910.189209
	Iteration 9Q: 3 clusters Score -357141.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -357145.093750 Penalty: 3910.189209
	Iteration 10Q: 3 clusters Score -357145.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -357148.375000 Penalty: 3910.189209
	Iteration 11Q: 3 clusters Score -357148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -357149.093750 Penalty: 3910.189209
	Iteration 12Q: 3 clusters Score -357149.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -357149.875000 Penalty: 3910.189209
	Iteration 13Q: 3 clusters Score -357149.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -357151.875000 Penalty: 3910.189209
	Iteration 14Q: 3 clusters Score -357151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -357152.843750 Penalty: 3910.189209
	Iteration 15Q: 3 clusters Score -357152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -357153.468750 Penalty: 3910.189209
	Iteration 16Q: 3 clusters Score -357153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -357153.562500 Penalty: 3910.189209
	Iteration 17Q: 3 clusters Score -357153.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -357153.562500 Penalty: 3910.189209
	Iteration 18F: 3 clusters Score -357153.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Entering Unmasked Estep 
Score: -5175409.500000 Penalty: 2625.867188
	Iteration 0F: 2 clusters Score -5175410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -5149114.500000 Penalty: 5251.734375
	Iteration 0F: 3 clusters Score -5149114 nChanged 18226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -5174812.000000 Penalty: 5251.734375
	Iteration 1F: 3 clusters Score -5174812 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -5196355.000000 Penalty: 5251.734375
	Iteration 2F: 3 clusters Score -5196355 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -5207862.500000 Penalty: 5251.734375
	Iteration 3F: 3 clusters Score -5207862 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -5209101.500000 Penalty: 5251.734375
	Iteration 4Q: 3 clusters Score -5209102 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -5209188.500000 Penalty: 5251.734375
	Iteration 5Q: 3 clusters Score -5209188 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -5209192.500000 Penalty: 5251.734375
	Iteration 6Q: 3 clusters Score -5209192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -5209200.500000 Penalty: 5251.734375
	Iteration 7Q: 3 clusters Score -5209200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -5209192.000000 Penalty: 5251.734375
	Iteration 8Q: 3 clusters Score -5209192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -5209192.500000 Penalty: 5251.734375
	Iteration 9Q: 3 clusters Score -5209192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -5209195.000000 Penalty: 5251.734375
	Iteration 10Q: 3 clusters Score -5209195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -5209196.500000 Penalty: 5251.734375
	Iteration 11Q: 3 clusters Score -5209196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -5209196.500000 Penalty: 5251.734375
	Iteration 12F: 3 clusters Score -5209196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 129847 members 
Mstep: Class 3 contains 26977 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 49037 members 
Mstep: Class 6 contains 11166 members 
Mstep: Class 7 contains 40795 members 
Mstep: Class 8 contains 21925 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 34713 members 
Mstep: Class 14 contains 23916 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 8918 members 
Mstep: Class 17 contains 25620 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 29344 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 11044 members 
Mstep: Class 22 contains 20121 members 
Mstep: Class 23 contains 13747 members 
Mstep: Class 24 contains 98363 members 
Mstep: Class 25 contains 4950 members 
Entering Unmasked Estep 
Score: -73796368.000000 Penalty: 82272.671875
Splitting cluster 13 changes total score from -73759408.000000 to -73796368.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (23916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Entering Unmasked Estep 
Score: -3061233.500000 Penalty: 2500.411133
	Iteration 0F: 2 clusters Score -3061234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -3044689.500000 Penalty: 5000.822266
	Iteration 0F: 3 clusters Score -3044690 nChanged 10536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3050308.250000 Penalty: 5000.822266
	Iteration 1F: 3 clusters Score -3050308 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -3050967.750000 Penalty: 5000.822266
	Iteration 2F: 3 clusters Score -3050968 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -3051644.750000 Penalty: 5000.822266
	Iteration 3F: 3 clusters Score -3051645 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -3052285.500000 Penalty: 5000.822266
	Iteration 4F: 3 clusters Score -3052286 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -3052927.500000 Penalty: 5000.822266
	Iteration 5F: 3 clusters Score -3052928 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3053543.750000 Penalty: 5000.822266
	Iteration 6F: 3 clusters Score -3053544 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -3054231.750000 Penalty: 5000.822266
	Iteration 7F: 3 clusters Score -3054232 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -3054927.250000 Penalty: 5000.822266
	Iteration 8Q: 3 clusters Score -3054927 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -3055586.000000 Penalty: 5000.822266
	Iteration 9Q: 3 clusters Score -3055586 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3056299.750000 Penalty: 5000.822266
	Iteration 10Q: 3 clusters Score -3056300 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -3057126.250000 Penalty: 5000.822266
	Iteration 11Q: 3 clusters Score -3057126 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3058122.250000 Penalty: 5000.822266
	Iteration 12Q: 3 clusters Score -3058122 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3059028.750000 Penalty: 5000.822266
	Iteration 13Q: 3 clusters Score -3059029 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3059654.000000 Penalty: 5000.822266
	Iteration 14Q: 3 clusters Score -3059654 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3060056.500000 Penalty: 5000.822266
	Iteration 15Q: 3 clusters Score -3060056 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3060279.000000 Penalty: 5000.822266
	Iteration 16Q: 3 clusters Score -3060279 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3060413.000000 Penalty: 5000.822266
	Iteration 17Q: 3 clusters Score -3060413 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3060523.250000 Penalty: 5000.822266
	Iteration 18Q: 3 clusters Score -3060523 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3060597.500000 Penalty: 5000.822266
	Iteration 19Q: 3 clusters Score -3060598 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3060644.500000 Penalty: 5000.822266
	Iteration 20F: 3 clusters Score -3060644 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3060687.500000 Penalty: 5000.822266
	Iteration 21Q: 3 clusters Score -3060688 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3060713.250000 Penalty: 5000.822266
	Iteration 22Q: 3 clusters Score -3060713 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3060739.250000 Penalty: 5000.822266
	Iteration 23Q: 3 clusters Score -3060739 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3060759.000000 Penalty: 5000.822266
	Iteration 24Q: 3 clusters Score -3060759 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3060764.000000 Penalty: 5000.822266
	Iteration 25Q: 3 clusters Score -3060764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3060770.750000 Penalty: 5000.822266
	Iteration 26Q: 3 clusters Score -3060771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3060778.000000 Penalty: 5000.822266
	Iteration 27Q: 3 clusters Score -3060778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3060782.250000 Penalty: 5000.822266
	Iteration 28Q: 3 clusters Score -3060782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3060782.750000 Penalty: 5000.822266
	Iteration 29Q: 3 clusters Score -3060783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3060785.000000 Penalty: 5000.822266
	Iteration 30Q: 3 clusters Score -3060785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3060784.500000 Penalty: 5000.822266
	Iteration 31Q: 3 clusters Score -3060784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3060787.000000 Penalty: 5000.822266
	Iteration 32Q: 3 clusters Score -3060787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3060787.000000 Penalty: 5000.822266
	Iteration 33F: 3 clusters Score -3060787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Entering Unmasked Estep 
Score: -225852.062500 Penalty: 1891.268555
	Iteration 0F: 2 clusters Score -225852.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -223580.265625 Penalty: 3782.537109
	Iteration 0F: 3 clusters Score -223580.3 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -225372.328125 Penalty: 3782.537109
	Iteration 1F: 3 clusters Score -225372.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -226384.859375 Penalty: 3782.537109
	Iteration 2F: 3 clusters Score -226384.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -227461.437500 Penalty: 3782.537109
	Iteration 3F: 3 clusters Score -227461.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -229109.984375 Penalty: 3782.537109
	Iteration 4F: 3 clusters Score -229110 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -229551.734375 Penalty: 3782.537109
	Iteration 5Q: 3 clusters Score -229551.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -229658.328125 Penalty: 3782.537109
	Iteration 6Q: 3 clusters Score -229658.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -229787.093750 Penalty: 3782.537109
	Iteration 7Q: 3 clusters Score -229787.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -229976.250000 Penalty: 3782.537109
	Iteration 8Q: 3 clusters Score -229976.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -230114.250000 Penalty: 3782.537109
	Iteration 9Q: 3 clusters Score -230114.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -230175.203125 Penalty: 3782.537109
	Iteration 10Q: 3 clusters Score -230175.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -230204.703125 Penalty: 3782.537109
	Iteration 11Q: 3 clusters Score -230204.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -230217.750000 Penalty: 3782.537109
	Iteration 12Q: 3 clusters Score -230217.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -230223.671875 Penalty: 3782.537109
	Iteration 13Q: 3 clusters Score -230223.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -230224.718750 Penalty: 3782.537109
	Iteration 14Q: 3 clusters Score -230224.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -230225.156250 Penalty: 3782.537109
	Iteration 15Q: 3 clusters Score -230225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -230226.640625 Penalty: 3782.537109
	Iteration 16Q: 3 clusters Score -230226.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -230227.250000 Penalty: 3782.537109
	Iteration 17F: 3 clusters Score -230227.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -230227.953125 Penalty: 3782.537109
	Iteration 18Q: 3 clusters Score -230228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -230227.953125 Penalty: 3782.537109
	Iteration 19F: 3 clusters Score -230228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 129847 members 
Mstep: Class 3 contains 26977 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 49037 members 
Mstep: Class 6 contains 11166 members 
Mstep: Class 7 contains 40795 members 
Mstep: Class 8 contains 21925 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 34713 members 
Mstep: Class 14 contains 23916 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 8918 members 
Mstep: Class 17 contains 25620 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 29344 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 11044 members 
Mstep: Class 22 contains 20121 members 
Mstep: Class 23 contains 13747 members 
Mstep: Class 24 contains 98363 members 
Mstep: Class 25 contains 4950 members 
Mstep: Class 26 contains 1378 members 
Entering Unmasked Estep 
Score: -73799152.000000 Penalty: 85563.578125
Splitting cluster 15 changes total score from -73759408.000000 to -73799152.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (8918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Entering Unmasked Estep 
Score: -1047198.312500 Penalty: 2255.765137
	Iteration 0F: 2 clusters Score -1047198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1040312.000000 Penalty: 4511.530273
	Iteration 0F: 3 clusters Score -1040312 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1043133.187500 Penalty: 4511.530273
	Iteration 1F: 3 clusters Score -1043133 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1045032.875000 Penalty: 4511.530273
	Iteration 2F: 3 clusters Score -1045033 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1046798.000000 Penalty: 4511.530273
	Iteration 3F: 3 clusters Score -1046798 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1047908.750000 Penalty: 4511.530273
	Iteration 4F: 3 clusters Score -1047909 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1048501.312500 Penalty: 4511.530273
	Iteration 5F: 3 clusters Score -1048501 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1048849.125000 Penalty: 4511.530273
	Iteration 6Q: 3 clusters Score -1048849 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1049063.625000 Penalty: 4511.530273
	Iteration 7Q: 3 clusters Score -1049064 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1049188.500000 Penalty: 4511.530273
	Iteration 8Q: 3 clusters Score -1049188 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1049257.250000 Penalty: 4511.530273
	Iteration 9Q: 3 clusters Score -1049257 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1049311.375000 Penalty: 4511.530273
	Iteration 10Q: 3 clusters Score -1049311 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1049363.875000 Penalty: 4511.530273
	Iteration 11Q: 3 clusters Score -1049364 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1049404.500000 Penalty: 4511.530273
	Iteration 12Q: 3 clusters Score -1049404 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1049436.750000 Penalty: 4511.530273
	Iteration 13Q: 3 clusters Score -1049437 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1049457.500000 Penalty: 4511.530273
	Iteration 14Q: 3 clusters Score -1049458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1049473.875000 Penalty: 4511.530273
	Iteration 15Q: 3 clusters Score -1049474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1049488.500000 Penalty: 4511.530273
	Iteration 16Q: 3 clusters Score -1049488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1049502.500000 Penalty: 4511.530273
	Iteration 17Q: 3 clusters Score -1049502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1049520.625000 Penalty: 4511.530273
	Iteration 18Q: 3 clusters Score -1049521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1049532.125000 Penalty: 4511.530273
	Iteration 19Q: 3 clusters Score -1049532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1049555.375000 Penalty: 4511.530273
	Iteration 20F: 3 clusters Score -1049555 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1049584.875000 Penalty: 4511.530273
	Iteration 21Q: 3 clusters Score -1049585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1049611.500000 Penalty: 4511.530273
	Iteration 22Q: 3 clusters Score -1049612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1049650.125000 Penalty: 4511.530273
	Iteration 23Q: 3 clusters Score -1049650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1049676.875000 Penalty: 4511.530273
	Iteration 24Q: 3 clusters Score -1049677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1049697.500000 Penalty: 4511.530273
	Iteration 25Q: 3 clusters Score -1049698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1049707.000000 Penalty: 4511.530273
	Iteration 26Q: 3 clusters Score -1049707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1049709.375000 Penalty: 4511.530273
	Iteration 27Q: 3 clusters Score -1049709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1049713.625000 Penalty: 4511.530273
	Iteration 28Q: 3 clusters Score -1049714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1049719.000000 Penalty: 4511.530273
	Iteration 29Q: 3 clusters Score -1049719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1049720.500000 Penalty: 4511.530273
	Iteration 30Q: 3 clusters Score -1049720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1049721.375000 Penalty: 4511.530273
	Iteration 31Q: 3 clusters Score -1049721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1049723.375000 Penalty: 4511.530273
	Iteration 32Q: 3 clusters Score -1049723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1049725.125000 Penalty: 4511.530273
	Iteration 33Q: 3 clusters Score -1049725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1049725.125000 Penalty: 4511.530273
	Iteration 34Q: 3 clusters Score -1049725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1049725.875000 Penalty: 4511.530273
	Iteration 35Q: 3 clusters Score -1049726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1049724.625000 Penalty: 4511.530273
	Iteration 36Q: 3 clusters Score -1049725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1049732.125000 Penalty: 4511.530273
	Iteration 37F: 3 clusters Score -1049732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1049752.625000 Penalty: 4511.530273
	Iteration 38Q: 3 clusters Score -1049753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1049783.625000 Penalty: 4511.530273
	Iteration 39Q: 3 clusters Score -1049784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1049797.875000 Penalty: 4511.530273
	Iteration 40F: 3 clusters Score -1049798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1049802.250000 Penalty: 4511.530273
	Iteration 41Q: 3 clusters Score -1049802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1049808.250000 Penalty: 4511.530273
	Iteration 42Q: 3 clusters Score -1049808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1049812.875000 Penalty: 4511.530273
	Iteration 43Q: 3 clusters Score -1049813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1049813.125000 Penalty: 4511.530273
	Iteration 44Q: 3 clusters Score -1049813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1049818.250000 Penalty: 4511.530273
	Iteration 45Q: 3 clusters Score -1049818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1049819.500000 Penalty: 4511.530273
	Iteration 46Q: 3 clusters Score -1049820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1049818.875000 Penalty: 4511.530273
	Iteration 47Q: 3 clusters Score -1049819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1049821.375000 Penalty: 4511.530273
	Iteration 48Q: 3 clusters Score -1049821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1049822.875000 Penalty: 4511.530273
	Iteration 49Q: 3 clusters Score -1049823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1049823.250000 Penalty: 4511.530273
	Iteration 50Q: 3 clusters Score -1049823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1049821.875000 Penalty: 4511.530273
	Iteration 51Q: 3 clusters Score -1049822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1049821.875000 Penalty: 4511.530273
	Iteration 52F: 3 clusters Score -1049822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 129847 members 
Mstep: Class 3 contains 26977 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 49037 members 
Mstep: Class 6 contains 11166 members 
Mstep: Class 7 contains 40795 members 
Mstep: Class 8 contains 21925 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 34713 members 
Mstep: Class 14 contains 23916 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 1260 members 
Mstep: Class 17 contains 25620 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 29344 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 11044 members 
Mstep: Class 22 contains 20121 members 
Mstep: Class 23 contains 13747 members 
Mstep: Class 24 contains 98363 members 
Mstep: Class 25 contains 4950 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 7658 members 
Entering Unmasked Estep 
Score: -73800688.000000 Penalty: 88854.484375
Splitting cluster 16 changes total score from -73759408.000000 to -73800688.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (25620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Entering Unmasked Estep 
Score: -3285650.750000 Penalty: 2517.479980
	Iteration 0F: 2 clusters Score -3285651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3267992.000000 Penalty: 5034.959961
	Iteration 0F: 3 clusters Score -3267992 nChanged 11456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -3274555.500000 Penalty: 5034.959961
	Iteration 1F: 3 clusters Score -3274556 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3275409.000000 Penalty: 5034.959961
	Iteration 2F: 3 clusters Score -3275409 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3276722.750000 Penalty: 5034.959961
	Iteration 3F: 3 clusters Score -3276723 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3278451.750000 Penalty: 5034.959961
	Iteration 4F: 3 clusters Score -3278452 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -3280238.250000 Penalty: 5034.959961
	Iteration 5F: 3 clusters Score -3280238 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3281507.250000 Penalty: 5034.959961
	Iteration 6F: 3 clusters Score -3281507 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3282265.500000 Penalty: 5034.959961
	Iteration 7F: 3 clusters Score -3282266 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3282643.750000 Penalty: 5034.959961
	Iteration 8Q: 3 clusters Score -3282644 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -3282887.500000 Penalty: 5034.959961
	Iteration 9Q: 3 clusters Score -3282888 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3283062.750000 Penalty: 5034.959961
	Iteration 10Q: 3 clusters Score -3283063 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3283212.250000 Penalty: 5034.959961
	Iteration 11Q: 3 clusters Score -3283212 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3283353.250000 Penalty: 5034.959961
	Iteration 12Q: 3 clusters Score -3283353 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -3283528.250000 Penalty: 5034.959961
	Iteration 13Q: 3 clusters Score -3283528 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -3283717.750000 Penalty: 5034.959961
	Iteration 14Q: 3 clusters Score -3283718 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -3283914.000000 Penalty: 5034.959961
	Iteration 15Q: 3 clusters Score -3283914 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -3284106.000000 Penalty: 5034.959961
	Iteration 16Q: 3 clusters Score -3284106 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -3284285.750000 Penalty: 5034.959961
	Iteration 17Q: 3 clusters Score -3284286 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3284496.250000 Penalty: 5034.959961
	Iteration 18Q: 3 clusters Score -3284496 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -3284703.000000 Penalty: 5034.959961
	Iteration 19Q: 3 clusters Score -3284703 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -3284931.250000 Penalty: 5034.959961
	Iteration 20F: 3 clusters Score -3284931 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -3285167.750000 Penalty: 5034.959961
	Iteration 21Q: 3 clusters Score -3285168 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -3285391.750000 Penalty: 5034.959961
	Iteration 22Q: 3 clusters Score -3285392 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3285605.000000 Penalty: 5034.959961
	Iteration 23Q: 3 clusters Score -3285605 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -3285793.750000 Penalty: 5034.959961
	Iteration 24Q: 3 clusters Score -3285794 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3285981.250000 Penalty: 5034.959961
	Iteration 25Q: 3 clusters Score -3285981 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3286136.000000 Penalty: 5034.959961
	Iteration 26Q: 3 clusters Score -3286136 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -3286316.750000 Penalty: 5034.959961
	Iteration 27Q: 3 clusters Score -3286317 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3286469.500000 Penalty: 5034.959961
	Iteration 28Q: 3 clusters Score -3286470 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3286581.500000 Penalty: 5034.959961
	Iteration 29Q: 3 clusters Score -3286582 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3286671.500000 Penalty: 5034.959961
	Iteration 30Q: 3 clusters Score -3286672 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3286718.000000 Penalty: 5034.959961
	Iteration 31Q: 3 clusters Score -3286718 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -3286738.750000 Penalty: 5034.959961
	Iteration 32Q: 3 clusters Score -3286739 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3286751.000000 Penalty: 5034.959961
	Iteration 33Q: 3 clusters Score -3286751 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -3286766.000000 Penalty: 5034.959961
	Iteration 34Q: 3 clusters Score -3286766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3286762.250000 Penalty: 5034.959961
	Iteration 35Q: 3 clusters Score -3286762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -3286775.000000 Penalty: 5034.959961
	Iteration 36Q: 3 clusters Score -3286775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -3286779.500000 Penalty: 5034.959961
	Iteration 37Q: 3 clusters Score -3286780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3286778.250000 Penalty: 5034.959961
	Iteration 38Q: 3 clusters Score -3286778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -3286780.000000 Penalty: 5034.959961
	Iteration 39Q: 3 clusters Score -3286780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -3286775.750000 Penalty: 5034.959961
	Iteration 40F: 3 clusters Score -3286776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3286780.250000 Penalty: 5034.959961
	Iteration 41Q: 3 clusters Score -3286780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3286784.750000 Penalty: 5034.959961
	Iteration 42Q: 3 clusters Score -3286785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -3286788.750000 Penalty: 5034.959961
	Iteration 43Q: 3 clusters Score -3286789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3286782.500000 Penalty: 5034.959961
	Iteration 44Q: 3 clusters Score -3286782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3286788.500000 Penalty: 5034.959961
	Iteration 45Q: 3 clusters Score -3286788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -3286788.750000 Penalty: 5034.959961
	Iteration 46Q: 3 clusters Score -3286789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -3286786.500000 Penalty: 5034.959961
	Iteration 47Q: 3 clusters Score -3286786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -3286787.500000 Penalty: 5034.959961
	Iteration 48Q: 3 clusters Score -3286788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -3286790.000000 Penalty: 5034.959961
	Iteration 49Q: 3 clusters Score -3286790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3286787.250000 Penalty: 5034.959961
	Iteration 50Q: 3 clusters Score -3286787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3286787.250000 Penalty: 5034.959961
	Iteration 51F: 3 clusters Score -3286787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 129847 members 
Mstep: Class 3 contains 26977 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 49037 members 
Mstep: Class 6 contains 11166 members 
Mstep: Class 7 contains 40795 members 
Mstep: Class 8 contains 21925 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 34713 members 
Mstep: Class 14 contains 23916 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 1260 members 
Mstep: Class 17 contains 21189 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 29344 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 11044 members 
Mstep: Class 22 contains 20121 members 
Mstep: Class 23 contains 13747 members 
Mstep: Class 24 contains 98363 members 
Mstep: Class 25 contains 4950 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 7658 members 
Mstep: Class 28 contains 4431 members 
Entering Unmasked Estep 
Score: -73801280.000000 Penalty: 92145.390625
Splitting cluster 17 changes total score from -73759408.000000 to -73801280.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (29344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Entering Unmasked Estep 
Score: -3814746.500000 Penalty: 2551.137207
	Iteration 0F: 2 clusters Score -3814746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3794676.000000 Penalty: 5102.274414
	Iteration 0F: 3 clusters Score -3794676 nChanged 13119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -3802268.250000 Penalty: 5102.274414
	Iteration 1F: 3 clusters Score -3802268 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3803748.500000 Penalty: 5102.274414
	Iteration 2F: 3 clusters Score -3803748 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3805898.750000 Penalty: 5102.274414
	Iteration 3F: 3 clusters Score -3805899 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -3808355.500000 Penalty: 5102.274414
	Iteration 4F: 3 clusters Score -3808356 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -3810216.750000 Penalty: 5102.274414
	Iteration 5F: 3 clusters Score -3810217 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3811349.750000 Penalty: 5102.274414
	Iteration 6F: 3 clusters Score -3811350 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -3812056.750000 Penalty: 5102.274414
	Iteration 7Q: 3 clusters Score -3812057 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -3812485.250000 Penalty: 5102.274414
	Iteration 8Q: 3 clusters Score -3812485 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3812637.000000 Penalty: 5102.274414
	Iteration 9Q: 3 clusters Score -3812637 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3812741.000000 Penalty: 5102.274414
	Iteration 10Q: 3 clusters Score -3812741 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -3812813.250000 Penalty: 5102.274414
	Iteration 11Q: 3 clusters Score -3812813 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -3812855.000000 Penalty: 5102.274414
	Iteration 12Q: 3 clusters Score -3812855 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3812912.500000 Penalty: 5102.274414
	Iteration 13Q: 3 clusters Score -3812912 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -3813005.000000 Penalty: 5102.274414
	Iteration 14Q: 3 clusters Score -3813005 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -3813081.000000 Penalty: 5102.274414
	Iteration 15Q: 3 clusters Score -3813081 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -3813169.000000 Penalty: 5102.274414
	Iteration 16Q: 3 clusters Score -3813169 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -3813268.750000 Penalty: 5102.274414
	Iteration 17Q: 3 clusters Score -3813269 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3813360.000000 Penalty: 5102.274414
	Iteration 18Q: 3 clusters Score -3813360 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -3813421.250000 Penalty: 5102.274414
	Iteration 19Q: 3 clusters Score -3813421 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -3813487.250000 Penalty: 5102.274414
	Iteration 20F: 3 clusters Score -3813487 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -3813503.250000 Penalty: 5102.274414
	Iteration 21Q: 3 clusters Score -3813503 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -3813524.500000 Penalty: 5102.274414
	Iteration 22Q: 3 clusters Score -3813524 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -3813547.000000 Penalty: 5102.274414
	Iteration 23Q: 3 clusters Score -3813547 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -3813552.250000 Penalty: 5102.274414
	Iteration 24Q: 3 clusters Score -3813552 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -3813579.250000 Penalty: 5102.274414
	Iteration 25Q: 3 clusters Score -3813579 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3813584.500000 Penalty: 5102.274414
	Iteration 26Q: 3 clusters Score -3813584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -3813584.250000 Penalty: 5102.274414
	Iteration 27Q: 3 clusters Score -3813584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -3813582.250000 Penalty: 5102.274414
	Iteration 28Q: 3 clusters Score -3813582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -3813590.250000 Penalty: 5102.274414
	Iteration 29Q: 3 clusters Score -3813590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3813590.750000 Penalty: 5102.274414
	Iteration 30Q: 3 clusters Score -3813591 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3813589.250000 Penalty: 5102.274414
	Iteration 31Q: 3 clusters Score -3813589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -3813592.750000 Penalty: 5102.274414
	Iteration 32Q: 3 clusters Score -3813593 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -3813614.000000 Penalty: 5102.274414
	Iteration 33Q: 3 clusters Score -3813614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3813621.500000 Penalty: 5102.274414
	Iteration 34Q: 3 clusters Score -3813622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -3813621.250000 Penalty: 5102.274414
	Iteration 35Q: 3 clusters Score -3813621 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -3813623.500000 Penalty: 5102.274414
	Iteration 36Q: 3 clusters Score -3813624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3813639.000000 Penalty: 5102.274414
	Iteration 37Q: 3 clusters Score -3813639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -3813636.750000 Penalty: 5102.274414
	Iteration 38Q: 3 clusters Score -3813637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -3813631.000000 Penalty: 5102.274414
	Iteration 39Q: 3 clusters Score -3813631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -3813628.000000 Penalty: 5102.274414
	Iteration 40F: 3 clusters Score -3813628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -3813636.500000 Penalty: 5102.274414
	Iteration 41Q: 3 clusters Score -3813636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -3813647.000000 Penalty: 5102.274414
	Iteration 42Q: 3 clusters Score -3813647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -3813641.750000 Penalty: 5102.274414
	Iteration 43Q: 3 clusters Score -3813642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -3813635.250000 Penalty: 5102.274414
	Iteration 44Q: 3 clusters Score -3813635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3813640.750000 Penalty: 5102.274414
	Iteration 45Q: 3 clusters Score -3813641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -3813639.500000 Penalty: 5102.274414
	Iteration 46Q: 3 clusters Score -3813640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -3813643.000000 Penalty: 5102.274414
	Iteration 47Q: 3 clusters Score -3813643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3813648.500000 Penalty: 5102.274414
	Iteration 48Q: 3 clusters Score -3813648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -3813647.000000 Penalty: 5102.274414
	Iteration 49Q: 3 clusters Score -3813647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3813651.750000 Penalty: 5102.274414
	Iteration 50Q: 3 clusters Score -3813652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -3813637.750000 Penalty: 5102.274414
	Iteration 51Q: 3 clusters Score -3813638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -3813648.500000 Penalty: 5102.274414
	Iteration 52Q: 3 clusters Score -3813648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -3813644.500000 Penalty: 5102.274414
	Iteration 53Q: 3 clusters Score -3813644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -3813656.750000 Penalty: 5102.274414
	Iteration 54Q: 3 clusters Score -3813657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -3813658.250000 Penalty: 5102.274414
	Iteration 55Q: 3 clusters Score -3813658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3813659.750000 Penalty: 5102.274414
	Iteration 56Q: 3 clusters Score -3813660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -3813667.500000 Penalty: 5102.274414
	Iteration 57Q: 3 clusters Score -3813668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -3813670.750000 Penalty: 5102.274414
	Iteration 58Q: 3 clusters Score -3813671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -3813671.250000 Penalty: 5102.274414
	Iteration 59Q: 3 clusters Score -3813671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3813671.250000 Penalty: 5102.274414
	Iteration 60F: 3 clusters Score -3813671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -3813674.500000 Penalty: 5102.274414
	Iteration 61Q: 3 clusters Score -3813674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3813672.750000 Penalty: 5102.274414
	Iteration 62Q: 3 clusters Score -3813673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -3813685.750000 Penalty: 5102.274414
	Iteration 63Q: 3 clusters Score -3813686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -3813689.750000 Penalty: 5102.274414
	Iteration 64Q: 3 clusters Score -3813690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -3813686.750000 Penalty: 5102.274414
	Iteration 65Q: 3 clusters Score -3813687 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -3813678.750000 Penalty: 5102.274414
	Iteration 66Q: 3 clusters Score -3813679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -3813681.000000 Penalty: 5102.274414
	Iteration 67Q: 3 clusters Score -3813681 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -3813684.750000 Penalty: 5102.274414
	Iteration 68Q: 3 clusters Score -3813685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3813688.500000 Penalty: 5102.274414
	Iteration 69Q: 3 clusters Score -3813688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -3813688.750000 Penalty: 5102.274414
	Iteration 70Q: 3 clusters Score -3813689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3813697.000000 Penalty: 5102.274414
	Iteration 71Q: 3 clusters Score -3813697 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -3813696.500000 Penalty: 5102.274414
	Iteration 72Q: 3 clusters Score -3813696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3813712.000000 Penalty: 5102.274414
	Iteration 73Q: 3 clusters Score -3813712 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -3813713.750000 Penalty: 5102.274414
	Iteration 74Q: 3 clusters Score -3813714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -3813715.500000 Penalty: 5102.274414
	Iteration 75Q: 3 clusters Score -3813716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -3813719.250000 Penalty: 5102.274414
	Iteration 76Q: 3 clusters Score -3813719 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -3813722.750000 Penalty: 5102.274414
	Iteration 77Q: 3 clusters Score -3813723 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3813735.000000 Penalty: 5102.274414
	Iteration 78Q: 3 clusters Score -3813735 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -3813741.000000 Penalty: 5102.274414
	Iteration 79Q: 3 clusters Score -3813741 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -3813745.000000 Penalty: 5102.274414
	Iteration 80F: 3 clusters Score -3813745 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -3813738.750000 Penalty: 5102.274414
	Iteration 81Q: 3 clusters Score -3813739 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -3813742.750000 Penalty: 5102.274414
	Iteration 82Q: 3 clusters Score -3813743 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3813752.250000 Penalty: 5102.274414
	Iteration 83Q: 3 clusters Score -3813752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -3813756.000000 Penalty: 5102.274414
	Iteration 84Q: 3 clusters Score -3813756 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -3813769.750000 Penalty: 5102.274414
	Iteration 85Q: 3 clusters Score -3813770 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -3813783.750000 Penalty: 5102.274414
	Iteration 86Q: 3 clusters Score -3813784 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -3813772.250000 Penalty: 5102.274414
	Iteration 87Q: 3 clusters Score -3813772 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -3813783.250000 Penalty: 5102.274414
	Iteration 88Q: 3 clusters Score -3813783 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3813783.750000 Penalty: 5102.274414
	Iteration 89Q: 3 clusters Score -3813784 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3813779.250000 Penalty: 5102.274414
	Iteration 90Q: 3 clusters Score -3813779 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3813794.250000 Penalty: 5102.274414
	Iteration 91Q: 3 clusters Score -3813794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -3813803.750000 Penalty: 5102.274414
	Iteration 92Q: 3 clusters Score -3813804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3813806.500000 Penalty: 5102.274414
	Iteration 93Q: 3 clusters Score -3813806 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -3813824.500000 Penalty: 5102.274414
	Iteration 94Q: 3 clusters Score -3813824 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -3813841.750000 Penalty: 5102.274414
	Iteration 95Q: 3 clusters Score -3813842 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -3813855.000000 Penalty: 5102.274414
	Iteration 96Q: 3 clusters Score -3813855 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -3813858.250000 Penalty: 5102.274414
	Iteration 97Q: 3 clusters Score -3813858 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -3813854.250000 Penalty: 5102.274414
	Iteration 98Q: 3 clusters Score -3813854 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -3813879.500000 Penalty: 5102.274414
	Iteration 99Q: 3 clusters Score -3813880 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -3813898.750000 Penalty: 5102.274414
	Iteration 100F: 3 clusters Score -3813899 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -3813903.250000 Penalty: 5102.274414
	Iteration 101Q: 3 clusters Score -3813903 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -3813903.000000 Penalty: 5102.274414
	Iteration 102Q: 3 clusters Score -3813903 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3813916.750000 Penalty: 5102.274414
	Iteration 103Q: 3 clusters Score -3813917 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3813944.500000 Penalty: 5102.274414
	Iteration 104Q: 3 clusters Score -3813944 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3813958.750000 Penalty: 5102.274414
	Iteration 105Q: 3 clusters Score -3813959 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -3813970.250000 Penalty: 5102.274414
	Iteration 106Q: 3 clusters Score -3813970 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -3813982.500000 Penalty: 5102.274414
	Iteration 107Q: 3 clusters Score -3813982 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -3814006.500000 Penalty: 5102.274414
	Iteration 108Q: 3 clusters Score -3814006 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3814034.000000 Penalty: 5102.274414
	Iteration 109Q: 3 clusters Score -3814034 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3814059.750000 Penalty: 5102.274414
	Iteration 110Q: 3 clusters Score -3814060 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -3814084.000000 Penalty: 5102.274414
	Iteration 111Q: 3 clusters Score -3814084 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -3814105.250000 Penalty: 5102.274414
	Iteration 112Q: 3 clusters Score -3814105 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -3814125.500000 Penalty: 5102.274414
	Iteration 113Q: 3 clusters Score -3814126 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -3814136.250000 Penalty: 5102.274414
	Iteration 114Q: 3 clusters Score -3814136 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -3814173.250000 Penalty: 5102.274414
	Iteration 115Q: 3 clusters Score -3814173 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -3814199.250000 Penalty: 5102.274414
	Iteration 116Q: 3 clusters Score -3814199 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -3814225.250000 Penalty: 5102.274414
	Iteration 117Q: 3 clusters Score -3814225 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -3814251.250000 Penalty: 5102.274414
	Iteration 118Q: 3 clusters Score -3814251 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -3814279.000000 Penalty: 5102.274414
	Iteration 119Q: 3 clusters Score -3814279 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3814292.500000 Penalty: 5102.274414
	Iteration 120F: 3 clusters Score -3814292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3814294.000000 Penalty: 5102.274414
	Iteration 121Q: 3 clusters Score -3814294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -3814297.500000 Penalty: 5102.274414
	Iteration 122Q: 3 clusters Score -3814298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -3814303.750000 Penalty: 5102.274414
	Iteration 123Q: 3 clusters Score -3814304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3814313.250000 Penalty: 5102.274414
	Iteration 124Q: 3 clusters Score -3814313 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -3814302.500000 Penalty: 5102.274414
	Iteration 125Q: 3 clusters Score -3814302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -3814308.000000 Penalty: 5102.274414
	Iteration 126Q: 3 clusters Score -3814308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3814301.000000 Penalty: 5102.274414
	Iteration 127Q: 3 clusters Score -3814301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -3814305.000000 Penalty: 5102.274414
	Iteration 128Q: 3 clusters Score -3814305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -3814303.500000 Penalty: 5102.274414
	Iteration 129Q: 3 clusters Score -3814304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3814312.500000 Penalty: 5102.274414
	Iteration 130Q: 3 clusters Score -3814312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -3814320.000000 Penalty: 5102.274414
	Iteration 131Q: 3 clusters Score -3814320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3814329.000000 Penalty: 5102.274414
	Iteration 132Q: 3 clusters Score -3814329 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -3814344.000000 Penalty: 5102.274414
	Iteration 133Q: 3 clusters Score -3814344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3814333.500000 Penalty: 5102.274414
	Iteration 134Q: 3 clusters Score -3814334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -3814334.000000 Penalty: 5102.274414
	Iteration 135Q: 3 clusters Score -3814334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -3814344.750000 Penalty: 5102.274414
	Iteration 136Q: 3 clusters Score -3814345 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3814350.000000 Penalty: 5102.274414
	Iteration 137Q: 3 clusters Score -3814350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3814354.250000 Penalty: 5102.274414
	Iteration 138Q: 3 clusters Score -3814354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -3814356.000000 Penalty: 5102.274414
	Iteration 139Q: 3 clusters Score -3814356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -3814358.500000 Penalty: 5102.274414
	Iteration 140F: 3 clusters Score -3814358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -3814356.000000 Penalty: 5102.274414
	Iteration 141Q: 3 clusters Score -3814356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3814375.750000 Penalty: 5102.274414
	Iteration 142Q: 3 clusters Score -3814376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3814370.000000 Penalty: 5102.274414
	Iteration 143Q: 3 clusters Score -3814370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3814369.500000 Penalty: 5102.274414
	Iteration 144Q: 3 clusters Score -3814370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -3814364.250000 Penalty: 5102.274414
	Iteration 145Q: 3 clusters Score -3814364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -3814369.500000 Penalty: 5102.274414
	Iteration 146Q: 3 clusters Score -3814370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3814375.500000 Penalty: 5102.274414
	Iteration 147Q: 3 clusters Score -3814376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3814371.750000 Penalty: 5102.274414
	Iteration 148Q: 3 clusters Score -3814372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -3814371.500000 Penalty: 5102.274414
	Iteration 149Q: 3 clusters Score -3814372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -3814374.250000 Penalty: 5102.274414
	Iteration 150Q: 3 clusters Score -3814374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3814377.000000 Penalty: 5102.274414
	Iteration 151Q: 3 clusters Score -3814377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3814382.750000 Penalty: 5102.274414
	Iteration 152Q: 3 clusters Score -3814383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3814384.000000 Penalty: 5102.274414
	Iteration 153Q: 3 clusters Score -3814384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -3814385.000000 Penalty: 5102.274414
	Iteration 154Q: 3 clusters Score -3814385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -3814381.250000 Penalty: 5102.274414
	Iteration 155Q: 3 clusters Score -3814381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -3814382.500000 Penalty: 5102.274414
	Iteration 156Q: 3 clusters Score -3814382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -3814383.000000 Penalty: 5102.274414
	Iteration 157Q: 3 clusters Score -3814383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -3814385.000000 Penalty: 5102.274414
	Iteration 158Q: 3 clusters Score -3814385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -3814391.750000 Penalty: 5102.274414
	Iteration 159Q: 3 clusters Score -3814392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -3814388.750000 Penalty: 5102.274414
	Iteration 160F: 3 clusters Score -3814389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -3814387.500000 Penalty: 5102.274414
	Iteration 161Q: 3 clusters Score -3814388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -3814392.250000 Penalty: 5102.274414
	Iteration 162Q: 3 clusters Score -3814392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3814391.000000 Penalty: 5102.274414
	Iteration 163Q: 3 clusters Score -3814391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3814391.250000 Penalty: 5102.274414
	Iteration 164Q: 3 clusters Score -3814391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3814391.000000 Penalty: 5102.274414
	Iteration 165Q: 3 clusters Score -3814391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3814394.250000 Penalty: 5102.274414
	Iteration 166Q: 3 clusters Score -3814394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -3814394.250000 Penalty: 5102.274414
	Iteration 167Q: 3 clusters Score -3814394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -3814392.250000 Penalty: 5102.274414
	Iteration 168Q: 3 clusters Score -3814392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3814393.250000 Penalty: 5102.274414
	Iteration 169Q: 3 clusters Score -3814393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3814394.000000 Penalty: 5102.274414
	Iteration 170Q: 3 clusters Score -3814394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -3814394.750000 Penalty: 5102.274414
	Iteration 171Q: 3 clusters Score -3814395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -3814394.000000 Penalty: 5102.274414
	Iteration 172Q: 3 clusters Score -3814394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -3814394.000000 Penalty: 5102.274414
	Iteration 173Q: 3 clusters Score -3814394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -3814394.500000 Penalty: 5102.274414
	Iteration 174Q: 3 clusters Score -3814394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3814396.250000 Penalty: 5102.274414
	Iteration 175Q: 3 clusters Score -3814396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -3814394.500000 Penalty: 5102.274414
	Iteration 176Q: 3 clusters Score -3814394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3814399.000000 Penalty: 5102.274414
	Iteration 177Q: 3 clusters Score -3814399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -3814402.750000 Penalty: 5102.274414
	Iteration 178Q: 3 clusters Score -3814403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -3814404.500000 Penalty: 5102.274414
	Iteration 179Q: 3 clusters Score -3814404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -3814409.750000 Penalty: 5102.274414
	Iteration 180F: 3 clusters Score -3814410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -3814408.500000 Penalty: 5102.274414
	Iteration 181Q: 3 clusters Score -3814408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3814404.250000 Penalty: 5102.274414
	Iteration 182Q: 3 clusters Score -3814404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -3814402.000000 Penalty: 5102.274414
	Iteration 183Q: 3 clusters Score -3814402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -3814401.250000 Penalty: 5102.274414
	Iteration 184Q: 3 clusters Score -3814401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3814402.250000 Penalty: 5102.274414
	Iteration 185Q: 3 clusters Score -3814402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -3814404.250000 Penalty: 5102.274414
	Iteration 186Q: 3 clusters Score -3814404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -3814398.500000 Penalty: 5102.274414
	Iteration 187Q: 3 clusters Score -3814398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3814401.000000 Penalty: 5102.274414
	Iteration 188Q: 3 clusters Score -3814401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -3814401.500000 Penalty: 5102.274414
	Iteration 189Q: 3 clusters Score -3814402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -3814402.750000 Penalty: 5102.274414
	Iteration 190Q: 3 clusters Score -3814403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -3814403.500000 Penalty: 5102.274414
	Iteration 191Q: 3 clusters Score -3814404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -3814402.750000 Penalty: 5102.274414
	Iteration 192Q: 3 clusters Score -3814403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -3814402.000000 Penalty: 5102.274414
	Iteration 193Q: 3 clusters Score -3814402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3814399.750000 Penalty: 5102.274414
	Iteration 194Q: 3 clusters Score -3814400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -3814399.000000 Penalty: 5102.274414
	Iteration 195Q: 3 clusters Score -3814399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -3814397.500000 Penalty: 5102.274414
	Iteration 196Q: 3 clusters Score -3814398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -3814400.750000 Penalty: 5102.274414
	Iteration 197Q: 3 clusters Score -3814401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -3814398.250000 Penalty: 5102.274414
	Iteration 198Q: 3 clusters Score -3814398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -3814397.250000 Penalty: 5102.274414
	Iteration 199Q: 3 clusters Score -3814397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -3814401.000000 Penalty: 5102.274414
	Iteration 200F: 3 clusters Score -3814401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -3814405.250000 Penalty: 5102.274414
	Iteration 201Q: 3 clusters Score -3814405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3814410.000000 Penalty: 5102.274414
	Iteration 202Q: 3 clusters Score -3814410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -3814410.250000 Penalty: 5102.274414
	Iteration 203Q: 3 clusters Score -3814410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -3814411.750000 Penalty: 5102.274414
	Iteration 204Q: 3 clusters Score -3814412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -3814415.000000 Penalty: 5102.274414
	Iteration 205Q: 3 clusters Score -3814415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3814415.750000 Penalty: 5102.274414
	Iteration 206Q: 3 clusters Score -3814416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3814417.250000 Penalty: 5102.274414
	Iteration 207Q: 3 clusters Score -3814417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -3814418.500000 Penalty: 5102.274414
	Iteration 208Q: 3 clusters Score -3814418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3814428.250000 Penalty: 5102.274414
	Iteration 209Q: 3 clusters Score -3814428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -3814427.000000 Penalty: 5102.274414
	Iteration 210Q: 3 clusters Score -3814427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3814428.750000 Penalty: 5102.274414
	Iteration 211Q: 3 clusters Score -3814429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -3814434.750000 Penalty: 5102.274414
	Iteration 212Q: 3 clusters Score -3814435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -3814430.000000 Penalty: 5102.274414
	Iteration 213Q: 3 clusters Score -3814430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3814426.750000 Penalty: 5102.274414
	Iteration 214Q: 3 clusters Score -3814427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3814423.250000 Penalty: 5102.274414
	Iteration 215Q: 3 clusters Score -3814423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -3814422.750000 Penalty: 5102.274414
	Iteration 216Q: 3 clusters Score -3814423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -3814427.000000 Penalty: 5102.274414
	Iteration 217Q: 3 clusters Score -3814427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3814437.250000 Penalty: 5102.274414
	Iteration 218Q: 3 clusters Score -3814437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -3814434.000000 Penalty: 5102.274414
	Iteration 219Q: 3 clusters Score -3814434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -3814439.500000 Penalty: 5102.274414
	Iteration 220F: 3 clusters Score -3814440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3814439.750000 Penalty: 5102.274414
	Iteration 221Q: 3 clusters Score -3814440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -3814439.250000 Penalty: 5102.274414
	Iteration 222Q: 3 clusters Score -3814439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -3814438.250000 Penalty: 5102.274414
	Iteration 223Q: 3 clusters Score -3814438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3814437.750000 Penalty: 5102.274414
	Iteration 224Q: 3 clusters Score -3814438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3814438.750000 Penalty: 5102.274414
	Iteration 225Q: 3 clusters Score -3814439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -3814441.750000 Penalty: 5102.274414
	Iteration 226Q: 3 clusters Score -3814442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3814440.250000 Penalty: 5102.274414
	Iteration 227Q: 3 clusters Score -3814440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -3814442.750000 Penalty: 5102.274414
	Iteration 228Q: 3 clusters Score -3814443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3814449.250000 Penalty: 5102.274414
	Iteration 229Q: 3 clusters Score -3814449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -3814452.750000 Penalty: 5102.274414
	Iteration 230Q: 3 clusters Score -3814453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -3814444.000000 Penalty: 5102.274414
	Iteration 231Q: 3 clusters Score -3814444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -3814442.500000 Penalty: 5102.274414
	Iteration 232Q: 3 clusters Score -3814442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -3814443.750000 Penalty: 5102.274414
	Iteration 233Q: 3 clusters Score -3814444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3814451.500000 Penalty: 5102.274414
	Iteration 234Q: 3 clusters Score -3814452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -3814452.000000 Penalty: 5102.274414
	Iteration 235Q: 3 clusters Score -3814452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -3814460.000000 Penalty: 5102.274414
	Iteration 236Q: 3 clusters Score -3814460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3814465.750000 Penalty: 5102.274414
	Iteration 237Q: 3 clusters Score -3814466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3814470.250000 Penalty: 5102.274414
	Iteration 238Q: 3 clusters Score -3814470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3814473.000000 Penalty: 5102.274414
	Iteration 239Q: 3 clusters Score -3814473 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3814487.750000 Penalty: 5102.274414
	Iteration 240F: 3 clusters Score -3814488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -3814497.500000 Penalty: 5102.274414
	Iteration 241Q: 3 clusters Score -3814498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3814499.250000 Penalty: 5102.274414
	Iteration 242Q: 3 clusters Score -3814499 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3814513.000000 Penalty: 5102.274414
	Iteration 243Q: 3 clusters Score -3814513 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3814520.500000 Penalty: 5102.274414
	Iteration 244Q: 3 clusters Score -3814520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -3814528.500000 Penalty: 5102.274414
	Iteration 245Q: 3 clusters Score -3814528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -3814530.750000 Penalty: 5102.274414
	Iteration 246Q: 3 clusters Score -3814531 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -3814535.750000 Penalty: 5102.274414
	Iteration 247Q: 3 clusters Score -3814536 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3814542.500000 Penalty: 5102.274414
	Iteration 248Q: 3 clusters Score -3814542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -3814539.000000 Penalty: 5102.274414
	Iteration 249Q: 3 clusters Score -3814539 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -3814554.000000 Penalty: 5102.274414
	Iteration 250Q: 3 clusters Score -3814554 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3814575.500000 Penalty: 5102.274414
	Iteration 251Q: 3 clusters Score -3814576 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -3814585.500000 Penalty: 5102.274414
	Iteration 252Q: 3 clusters Score -3814586 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3814617.500000 Penalty: 5102.274414
	Iteration 253Q: 3 clusters Score -3814618 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -3814644.500000 Penalty: 5102.274414
	Iteration 254Q: 3 clusters Score -3814644 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -3814677.750000 Penalty: 5102.274414
	Iteration 255Q: 3 clusters Score -3814678 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3814720.250000 Penalty: 5102.274414
	Iteration 256Q: 3 clusters Score -3814720 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3814772.500000 Penalty: 5102.274414
	Iteration 257Q: 3 clusters Score -3814772 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -3814826.250000 Penalty: 5102.274414
	Iteration 258Q: 3 clusters Score -3814826 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -3814898.250000 Penalty: 5102.274414
	Iteration 259Q: 3 clusters Score -3814898 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -3815005.500000 Penalty: 5102.274414
	Iteration 260F: 3 clusters Score -3815006 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3815133.000000 Penalty: 5102.274414
	Iteration 261Q: 3 clusters Score -3815133 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3815319.500000 Penalty: 5102.274414
	Iteration 262Q: 3 clusters Score -3815320 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -3815510.250000 Penalty: 5102.274414
	Iteration 263Q: 3 clusters Score -3815510 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3815714.000000 Penalty: 5102.274414
	Iteration 264Q: 3 clusters Score -3815714 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -3815916.750000 Penalty: 5102.274414
	Iteration 265Q: 3 clusters Score -3815917 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3816133.250000 Penalty: 5102.274414
	Iteration 266Q: 3 clusters Score -3816133 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -3816364.750000 Penalty: 5102.274414
	Iteration 267Q: 3 clusters Score -3816365 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -3816595.750000 Penalty: 5102.274414
	Iteration 268Q: 3 clusters Score -3816596 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -3816757.000000 Penalty: 5102.274414
	Iteration 269Q: 3 clusters Score -3816757 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -3816866.500000 Penalty: 5102.274414
	Iteration 270Q: 3 clusters Score -3816866 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -3816905.750000 Penalty: 5102.274414
	Iteration 271Q: 3 clusters Score -3816906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3816922.250000 Penalty: 5102.274414
	Iteration 272Q: 3 clusters Score -3816922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -3816933.000000 Penalty: 5102.274414
	Iteration 273Q: 3 clusters Score -3816933 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3816942.500000 Penalty: 5102.274414
	Iteration 274Q: 3 clusters Score -3816942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -3816929.000000 Penalty: 5102.274414
	Iteration 275Q: 3 clusters Score -3816929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3816936.500000 Penalty: 5102.274414
	Iteration 276Q: 3 clusters Score -3816936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -3816941.750000 Penalty: 5102.274414
	Iteration 277Q: 3 clusters Score -3816942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -3816950.500000 Penalty: 5102.274414
	Iteration 278Q: 3 clusters Score -3816950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -3816956.000000 Penalty: 5102.274414
	Iteration 279Q: 3 clusters Score -3816956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3816953.750000 Penalty: 5102.274414
	Iteration 280F: 3 clusters Score -3816954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -3816953.750000 Penalty: 5102.274414
	Iteration 281Q: 3 clusters Score -3816954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3816954.750000 Penalty: 5102.274414
	Iteration 282Q: 3 clusters Score -3816955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -3816956.250000 Penalty: 5102.274414
	Iteration 283Q: 3 clusters Score -3816956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3816957.000000 Penalty: 5102.274414
	Iteration 284Q: 3 clusters Score -3816957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -3816957.000000 Penalty: 5102.274414
	Iteration 285F: 3 clusters Score -3816957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 129847 members 
Mstep: Class 3 contains 26977 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 49037 members 
Mstep: Class 6 contains 11166 members 
Mstep: Class 7 contains 40795 members 
Mstep: Class 8 contains 21925 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 34713 members 
Mstep: Class 14 contains 23916 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 1260 members 
Mstep: Class 17 contains 21189 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 11044 members 
Mstep: Class 22 contains 20121 members 
Mstep: Class 23 contains 13747 members 
Mstep: Class 24 contains 98363 members 
Mstep: Class 25 contains 4950 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 7658 members 
Mstep: Class 28 contains 4431 members 
Mstep: Class 29 contains 27265 members 
Entering Unmasked Estep 
Score: -73802648.000000 Penalty: 95436.296875
Splitting cluster 19 changes total score from -73759408.000000 to -73802648.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 20 (1803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Entering Unmasked Estep 
Score: -200877.828125 Penalty: 1859.307373
	Iteration 0F: 2 clusters Score -200877.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -198622.406250 Penalty: 3718.614746
	Iteration 0F: 3 clusters Score -198622.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -200031.671875 Penalty: 3718.614746
	Iteration 1F: 3 clusters Score -200031.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -200872.062500 Penalty: 3718.614746
	Iteration 2F: 3 clusters Score -200872.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -201446.093750 Penalty: 3718.614746
	Iteration 3F: 3 clusters Score -201446.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -202146.015625 Penalty: 3718.614746
	Iteration 4F: 3 clusters Score -202146 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -202685.500000 Penalty: 3718.614746
	Iteration 5Q: 3 clusters Score -202685.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -203126.359375 Penalty: 3718.614746
	Iteration 6Q: 3 clusters Score -203126.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -203364.718750 Penalty: 3718.614746
	Iteration 7Q: 3 clusters Score -203364.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -203767.890625 Penalty: 3718.614746
	Iteration 8Q: 3 clusters Score -203767.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -203817.984375 Penalty: 3718.614746
	Iteration 9Q: 3 clusters Score -203818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -203870.093750 Penalty: 3718.614746
	Iteration 10Q: 3 clusters Score -203870.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -203916.250000 Penalty: 3718.614746
	Iteration 11Q: 3 clusters Score -203916.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -203953.437500 Penalty: 3718.614746
	Iteration 12Q: 3 clusters Score -203953.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -203967.671875 Penalty: 3718.614746
	Iteration 13Q: 3 clusters Score -203967.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -203986.734375 Penalty: 3718.614746
	Iteration 14Q: 3 clusters Score -203986.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -203991.328125 Penalty: 3718.614746
	Iteration 15Q: 3 clusters Score -203991.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -204120.578125 Penalty: 3718.614746
	Iteration 16F: 3 clusters Score -204120.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -204490.453125 Penalty: 3718.614746
	Iteration 17Q: 3 clusters Score -204490.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -204497.328125 Penalty: 3718.614746
	Iteration 18Q: 3 clusters Score -204497.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -204501.750000 Penalty: 3718.614746
	Iteration 19Q: 3 clusters Score -204501.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -204502.375000 Penalty: 3718.614746
	Iteration 20F: 3 clusters Score -204502.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 129847 members 
Mstep: Class 3 contains 26977 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 49037 members 
Mstep: Class 6 contains 11166 members 
Mstep: Class 7 contains 40795 members 
Mstep: Class 8 contains 21925 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 34713 members 
Mstep: Class 14 contains 23916 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 1260 members 
Mstep: Class 17 contains 21189 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 762 members 
Mstep: Class 21 contains 11044 members 
Mstep: Class 22 contains 20121 members 
Mstep: Class 23 contains 13747 members 
Mstep: Class 24 contains 98363 members 
Mstep: Class 25 contains 4950 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 7658 members 
Mstep: Class 28 contains 4431 members 
Mstep: Class 29 contains 27265 members 
Mstep: Class 30 contains 1041 members 
Entering Unmasked Estep 
Score: -73804976.000000 Penalty: 98727.203125
Splitting cluster 20 changes total score from -73759408.000000 to -73804976.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 21 (11044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Entering Unmasked Estep 
Score: -1322752.125000 Penalty: 2308.791504
	Iteration 0F: 2 clusters Score -1322752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1314598.875000 Penalty: 4617.583008
	Iteration 0F: 3 clusters Score -1314599 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1317977.625000 Penalty: 4617.583008
	Iteration 1F: 3 clusters Score -1317978 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1319313.750000 Penalty: 4617.583008
	Iteration 2F: 3 clusters Score -1319314 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1320504.500000 Penalty: 4617.583008
	Iteration 3F: 3 clusters Score -1320504 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1321207.875000 Penalty: 4617.583008
	Iteration 4F: 3 clusters Score -1321208 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1321547.500000 Penalty: 4617.583008
	Iteration 5F: 3 clusters Score -1321548 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1321754.375000 Penalty: 4617.583008
	Iteration 6Q: 3 clusters Score -1321754 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1321898.375000 Penalty: 4617.583008
	Iteration 7Q: 3 clusters Score -1321898 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1322045.375000 Penalty: 4617.583008
	Iteration 8Q: 3 clusters Score -1322045 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1322209.125000 Penalty: 4617.583008
	Iteration 9Q: 3 clusters Score -1322209 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1322394.750000 Penalty: 4617.583008
	Iteration 10Q: 3 clusters Score -1322395 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1322613.875000 Penalty: 4617.583008
	Iteration 11Q: 3 clusters Score -1322614 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1322879.500000 Penalty: 4617.583008
	Iteration 12Q: 3 clusters Score -1322880 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1323151.125000 Penalty: 4617.583008
	Iteration 13Q: 3 clusters Score -1323151 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1323447.125000 Penalty: 4617.583008
	Iteration 14Q: 3 clusters Score -1323447 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1323747.875000 Penalty: 4617.583008
	Iteration 15Q: 3 clusters Score -1323748 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1323960.625000 Penalty: 4617.583008
	Iteration 16Q: 3 clusters Score -1323961 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1324095.750000 Penalty: 4617.583008
	Iteration 17Q: 3 clusters Score -1324096 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1324157.750000 Penalty: 4617.583008
	Iteration 18Q: 3 clusters Score -1324158 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1324189.875000 Penalty: 4617.583008
	Iteration 19Q: 3 clusters Score -1324190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1324217.750000 Penalty: 4617.583008
	Iteration 20F: 3 clusters Score -1324218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1324237.375000 Penalty: 4617.583008
	Iteration 21Q: 3 clusters Score -1324237 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1324253.125000 Penalty: 4617.583008
	Iteration 22Q: 3 clusters Score -1324253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1324256.375000 Penalty: 4617.583008
	Iteration 23Q: 3 clusters Score -1324256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1324259.250000 Penalty: 4617.583008
	Iteration 24Q: 3 clusters Score -1324259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1324262.625000 Penalty: 4617.583008
	Iteration 25Q: 3 clusters Score -1324263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1324262.250000 Penalty: 4617.583008
	Iteration 26Q: 3 clusters Score -1324262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1324261.250000 Penalty: 4617.583008
	Iteration 27Q: 3 clusters Score -1324261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1324261.875000 Penalty: 4617.583008
	Iteration 28Q: 3 clusters Score -1324262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1324261.875000 Penalty: 4617.583008
	Iteration 29F: 3 clusters Score -1324262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 129847 members 
Mstep: Class 3 contains 26977 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 49037 members 
Mstep: Class 6 contains 11166 members 
Mstep: Class 7 contains 40795 members 
Mstep: Class 8 contains 21925 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 34713 members 
Mstep: Class 14 contains 23916 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 1260 members 
Mstep: Class 17 contains 21189 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 762 members 
Mstep: Class 21 contains 6717 members 
Mstep: Class 22 contains 20121 members 
Mstep: Class 23 contains 13747 members 
Mstep: Class 24 contains 98363 members 
Mstep: Class 25 contains 4950 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 7658 members 
Mstep: Class 28 contains 4431 members 
Mstep: Class 29 contains 27265 members 
Mstep: Class 30 contains 1041 members 
Mstep: Class 31 contains 4327 members 
Entering Unmasked Estep 
Score: -73805528.000000 Penalty: 102018.117188
Splitting cluster 21 changes total score from -73759408.000000 to -73805528.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 22 (20121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Entering Unmasked Estep 
Score: -2590545.750000 Penalty: 2457.560791
	Iteration 0F: 2 clusters Score -2590546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2576387.000000 Penalty: 4915.121582
	Iteration 0F: 3 clusters Score -2576387 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2581343.500000 Penalty: 4915.121582
	Iteration 1F: 3 clusters Score -2581344 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2581966.000000 Penalty: 4915.121582
	Iteration 2F: 3 clusters Score -2581966 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2582774.000000 Penalty: 4915.121582
	Iteration 3F: 3 clusters Score -2582774 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2583894.000000 Penalty: 4915.121582
	Iteration 4F: 3 clusters Score -2583894 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2585305.750000 Penalty: 4915.121582
	Iteration 5F: 3 clusters Score -2585306 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2586796.000000 Penalty: 4915.121582
	Iteration 6F: 3 clusters Score -2586796 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2588111.500000 Penalty: 4915.121582
	Iteration 7F: 3 clusters Score -2588112 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2589042.500000 Penalty: 4915.121582
	Iteration 8F: 3 clusters Score -2589042 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2589645.750000 Penalty: 4915.121582
	Iteration 9Q: 3 clusters Score -2589646 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2589954.750000 Penalty: 4915.121582
	Iteration 10Q: 3 clusters Score -2589955 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2590087.500000 Penalty: 4915.121582
	Iteration 11Q: 3 clusters Score -2590088 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2590140.500000 Penalty: 4915.121582
	Iteration 12Q: 3 clusters Score -2590140 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2590184.250000 Penalty: 4915.121582
	Iteration 13Q: 3 clusters Score -2590184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2590204.500000 Penalty: 4915.121582
	Iteration 14Q: 3 clusters Score -2590204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2590220.500000 Penalty: 4915.121582
	Iteration 15Q: 3 clusters Score -2590220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2590227.750000 Penalty: 4915.121582
	Iteration 16Q: 3 clusters Score -2590228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2590236.750000 Penalty: 4915.121582
	Iteration 17Q: 3 clusters Score -2590237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2590234.000000 Penalty: 4915.121582
	Iteration 18Q: 3 clusters Score -2590234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2590236.000000 Penalty: 4915.121582
	Iteration 19Q: 3 clusters Score -2590236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2590239.750000 Penalty: 4915.121582
	Iteration 20F: 3 clusters Score -2590240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2590246.000000 Penalty: 4915.121582
	Iteration 21Q: 3 clusters Score -2590246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2590246.000000 Penalty: 4915.121582
	Iteration 22F: 3 clusters Score -2590246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Entering Unmasked Estep 
Score: -1763325.750000 Penalty: 2363.086914
	Iteration 0F: 2 clusters Score -1763326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1753230.875000 Penalty: 4726.173828
	Iteration 0F: 3 clusters Score -1753231 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1756447.125000 Penalty: 4726.173828
	Iteration 1F: 3 clusters Score -1756447 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1756967.375000 Penalty: 4726.173828
	Iteration 2F: 3 clusters Score -1756967 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1757751.000000 Penalty: 4726.173828
	Iteration 3F: 3 clusters Score -1757751 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1759274.125000 Penalty: 4726.173828
	Iteration 4F: 3 clusters Score -1759274 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1760816.625000 Penalty: 4726.173828
	Iteration 5F: 3 clusters Score -1760817 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1761988.250000 Penalty: 4726.173828
	Iteration 6F: 3 clusters Score -1761988 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1762765.125000 Penalty: 4726.173828
	Iteration 7F: 3 clusters Score -1762765 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1763167.000000 Penalty: 4726.173828
	Iteration 8Q: 3 clusters Score -1763167 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1763420.875000 Penalty: 4726.173828
	Iteration 9Q: 3 clusters Score -1763421 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1763620.375000 Penalty: 4726.173828
	Iteration 10Q: 3 clusters Score -1763620 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1763825.000000 Penalty: 4726.173828
	Iteration 11Q: 3 clusters Score -1763825 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1764040.375000 Penalty: 4726.173828
	Iteration 12Q: 3 clusters Score -1764040 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1764325.375000 Penalty: 4726.173828
	Iteration 13Q: 3 clusters Score -1764325 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1764584.375000 Penalty: 4726.173828
	Iteration 14Q: 3 clusters Score -1764584 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1764717.375000 Penalty: 4726.173828
	Iteration 15Q: 3 clusters Score -1764717 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1764790.875000 Penalty: 4726.173828
	Iteration 16Q: 3 clusters Score -1764791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1764811.500000 Penalty: 4726.173828
	Iteration 17Q: 3 clusters Score -1764812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1764819.875000 Penalty: 4726.173828
	Iteration 18Q: 3 clusters Score -1764820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1764819.250000 Penalty: 4726.173828
	Iteration 19Q: 3 clusters Score -1764819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1764822.875000 Penalty: 4726.173828
	Iteration 20F: 3 clusters Score -1764823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1764822.250000 Penalty: 4726.173828
	Iteration 21Q: 3 clusters Score -1764822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1764823.500000 Penalty: 4726.173828
	Iteration 22Q: 3 clusters Score -1764824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1764822.375000 Penalty: 4726.173828
	Iteration 23Q: 3 clusters Score -1764822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1764823.250000 Penalty: 4726.173828
	Iteration 24Q: 3 clusters Score -1764823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1764823.750000 Penalty: 4726.173828
	Iteration 25Q: 3 clusters Score -1764824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1764823.750000 Penalty: 4726.173828
	Iteration 26F: 3 clusters Score -1764824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 129847 members 
Mstep: Class 3 contains 26977 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 49037 members 
Mstep: Class 6 contains 11166 members 
Mstep: Class 7 contains 40795 members 
Mstep: Class 8 contains 21925 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 12 contains 3932 members 
Mstep: Class 13 contains 34713 members 
Mstep: Class 14 contains 23916 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 1260 members 
Mstep: Class 17 contains 21189 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 762 members 
Mstep: Class 21 contains 6717 members 
Mstep: Class 22 contains 20121 members 
Mstep: Class 23 contains 11345 members 
Mstep: Class 24 contains 98363 members 
Mstep: Class 25 contains 4950 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 7658 members 
Mstep: Class 28 contains 4431 members 
Mstep: Class 29 contains 27265 members 
Mstep: Class 30 contains 1041 members 
Mstep: Class 31 contains 4327 members 
Mstep: Class 32 contains 2402 members 
Entering Unmasked Estep 
Score: -73806072.000000 Penalty: 105309.023438
Splitting cluster 23 changes total score from -73759408.000000 to -73806072.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 129847 members 
Mstep: Class 3 contains 26977 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 49037 members 
Mstep: Class 6 contains 11166 members 
Mstep: Class 7 contains 40795 members 
Mstep: Class 8 contains 21925 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 1512 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 13 contains 34713 members 
Mstep: Class 14 contains 23916 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 1260 members 
Mstep: Class 17 contains 21189 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 762 members 
Mstep: Class 21 contains 6717 members 
Mstep: Class 22 contains 20121 members 
Mstep: Class 23 contains 11345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73815880.000000 Penalty: 105309.023438
Iteration 39Q: 33 clusters Score -7.381588e+07 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 130358 members 
Mstep: Class 3 contains 27027 members 
Mstep: Class 4 contains 5837 members 
Mstep: Class 5 contains 49564 members 
Mstep: Class 6 contains 11465 members 
Mstep: Class 7 contains 41392 members 
Mstep: Class 8 contains 21807 members 
Mstep: Class 9 contains 4824 members 
Mstep: Class 10 contains 1517 members 
Mstep: Class 11 contains 2637 members 
Mstep: Class 12 contains 3990 members 
Mstep: Class 13 contains 35332 members 
Mstep: Class 14 contains 24861 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 1271 members 
Mstep: Class 17 contains 21873 members 
Mstep: Class 18 contains 1474 members 
Mstep: Class 19 contains 2141 members 
Mstep: Class 20 contains 762 members 
Mstep: Class 21 contains 7182 members 
Mstep: Class 22 contains 20112 members 
Mstep: Class 23 contains 11507 members 
Mstep: Class 24 contains 96951 members 
Mstep: Class 25 contains 2540 members 
Mstep: Class 26 contains 1372 members 
Mstep: Class 27 contains 7418 members 
Mstep: Class 28 contains 4432 members 
Mstep: Class 29 contains 26786 members 
Mstep: Class 30 contains 1040 members 
Mstep: Class 31 contains 4154 members 
Mstep: Class 32 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73825232.000000 Penalty: 105309.023438
Iteration 40F: 33 clusters Score -7.382523e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 130159 members 
Mstep: Class 3 contains 26903 members 
Mstep: Class 4 contains 5345 members 
Mstep: Class 5 contains 48923 members 
Mstep: Class 6 contains 11108 members 
Mstep: Class 7 contains 41640 members 
Mstep: Class 8 contains 21618 members 
Mstep: Class 9 contains 4809 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 11 contains 2627 members 
Mstep: Class 12 contains 4075 members 
Mstep: Class 13 contains 35437 members 
Mstep: Class 14 contains 24979 members 
Mstep: Class 15 contains 671 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 22076 members 
Mstep: Class 18 contains 1611 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 7368 members 
Mstep: Class 22 contains 20041 members 
Mstep: Class 23 contains 11530 members 
Mstep: Class 24 contains 97284 members 
Mstep: Class 25 contains 2209 members 
Mstep: Class 26 contains 1373 members 
Mstep: Class 27 contains 8071 members 
Mstep: Class 28 contains 4428 members 
Mstep: Class 29 contains 26608 members 
Mstep: Class 30 contains 1039 members 
Mstep: Class 31 contains 4769 members 
Mstep: Class 32 contains 2429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73829328.000000 Penalty: 105309.023438
Iteration 41Q: 33 clusters Score -7.382933e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 130013 members 
Mstep: Class 3 contains 26842 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 48579 members 
Mstep: Class 6 contains 10933 members 
Mstep: Class 7 contains 41850 members 
Mstep: Class 8 contains 21500 members 
Mstep: Class 9 contains 4799 members 
Mstep: Class 10 contains 1254 members 
Mstep: Class 11 contains 2607 members 
Mstep: Class 12 contains 4133 members 
Mstep: Class 13 contains 35535 members 
Mstep: Class 14 contains 24977 members 
Mstep: Class 15 contains 668 members 
Mstep: Class 16 contains 1164 members 
Mstep: Class 17 contains 22213 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 2260 members 
Mstep: Class 20 contains 764 members 
Mstep: Class 21 contains 7570 members 
Mstep: Class 22 contains 20010 members 
Mstep: Class 23 contains 11545 members 
Mstep: Class 24 contains 97293 members 
Mstep: Class 25 contains 2096 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 8516 members 
Mstep: Class 28 contains 4431 members 
Mstep: Class 29 contains 26455 members 
Mstep: Class 30 contains 1039 members 
Mstep: Class 31 contains 5158 members 
Mstep: Class 32 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73831648.000000 Penalty: 105309.023438
Iteration 42Q: 33 clusters Score -7.383165e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 129909 members 
Mstep: Class 3 contains 26814 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 48382 members 
Mstep: Class 6 contains 10754 members 
Mstep: Class 7 contains 42028 members 
Mstep: Class 8 contains 21432 members 
Mstep: Class 9 contains 4791 members 
Mstep: Class 10 contains 1186 members 
Mstep: Class 11 contains 2595 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 35616 members 
Mstep: Class 14 contains 24962 members 
Mstep: Class 15 contains 666 members 
Mstep: Class 16 contains 1168 members 
Mstep: Class 17 contains 22327 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 2270 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 7735 members 
Mstep: Class 22 contains 19992 members 
Mstep: Class 23 contains 11568 members 
Mstep: Class 24 contains 97227 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 8869 members 
Mstep: Class 28 contains 4433 members 
Mstep: Class 29 contains 26357 members 
Mstep: Class 30 contains 1039 members 
Mstep: Class 31 contains 5367 members 
Mstep: Class 32 contains 2465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73833336.000000 Penalty: 105309.023438
Iteration 43Q: 33 clusters Score -7.383334e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 129826 members 
Mstep: Class 3 contains 26790 members 
Mstep: Class 4 contains 4302 members 
Mstep: Class 5 contains 48243 members 
Mstep: Class 6 contains 10631 members 
Mstep: Class 7 contains 42107 members 
Mstep: Class 8 contains 21388 members 
Mstep: Class 9 contains 4793 members 
Mstep: Class 10 contains 1139 members 
Mstep: Class 11 contains 2587 members 
Mstep: Class 12 contains 4235 members 
Mstep: Class 13 contains 35684 members 
Mstep: Class 14 contains 24907 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 22411 members 
Mstep: Class 18 contains 1725 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 7946 members 
Mstep: Class 22 contains 19989 members 
Mstep: Class 23 contains 11579 members 
Mstep: Class 24 contains 97166 members 
Mstep: Class 25 contains 2095 members 
Mstep: Class 26 contains 1379 members 
Mstep: Class 27 contains 9180 members 
Mstep: Class 28 contains 4440 members 
Mstep: Class 29 contains 26239 members 
Mstep: Class 30 contains 1039 members 
Mstep: Class 31 contains 5486 members 
Mstep: Class 32 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73834328.000000 Penalty: 105309.023438
Iteration 44Q: 33 clusters Score -7.383433e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 129753 members 
Mstep: Class 3 contains 26777 members 
Mstep: Class 4 contains 4003 members 
Mstep: Class 5 contains 48151 members 
Mstep: Class 6 contains 10543 members 
Mstep: Class 7 contains 42106 members 
Mstep: Class 8 contains 21353 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 2576 members 
Mstep: Class 12 contains 4268 members 
Mstep: Class 13 contains 35741 members 
Mstep: Class 14 contains 24868 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1192 members 
Mstep: Class 17 contains 22463 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 19 contains 2270 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 8281 members 
Mstep: Class 22 contains 19997 members 
Mstep: Class 23 contains 11614 members 
Mstep: Class 24 contains 97090 members 
Mstep: Class 25 contains 2133 members 
Mstep: Class 26 contains 1380 members 
Mstep: Class 27 contains 9419 members 
Mstep: Class 28 contains 4451 members 
Mstep: Class 29 contains 26105 members 
Mstep: Class 30 contains 1038 members 
Mstep: Class 31 contains 5541 members 
Mstep: Class 32 contains 2463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73835136.000000 Penalty: 105309.023438
Iteration 45Q: 33 clusters Score -7.383514e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 129692 members 
Mstep: Class 3 contains 26769 members 
Mstep: Class 4 contains 3770 members 
Mstep: Class 5 contains 48068 members 
Mstep: Class 6 contains 10472 members 
Mstep: Class 7 contains 42101 members 
Mstep: Class 8 contains 21327 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 1087 members 
Mstep: Class 11 contains 2563 members 
Mstep: Class 12 contains 4300 members 
Mstep: Class 13 contains 35800 members 
Mstep: Class 14 contains 24863 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1209 members 
Mstep: Class 17 contains 22484 members 
Mstep: Class 18 contains 1753 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 8624 members 
Mstep: Class 22 contains 19996 members 
Mstep: Class 23 contains 11636 members 
Mstep: Class 24 contains 97025 members 
Mstep: Class 25 contains 2160 members 
Mstep: Class 26 contains 1380 members 
Mstep: Class 27 contains 9571 members 
Mstep: Class 28 contains 4453 members 
Mstep: Class 29 contains 25983 members 
Mstep: Class 30 contains 1038 members 
Mstep: Class 31 contains 5568 members 
Mstep: Class 32 contains 2465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73835784.000000 Penalty: 105309.023438
Iteration 46Q: 33 clusters Score -7.383578e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 129657 members 
Mstep: Class 3 contains 26758 members 
Mstep: Class 4 contains 3592 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 10424 members 
Mstep: Class 7 contains 42081 members 
Mstep: Class 8 contains 21311 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 1068 members 
Mstep: Class 11 contains 2551 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 35836 members 
Mstep: Class 14 contains 24848 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1224 members 
Mstep: Class 17 contains 22511 members 
Mstep: Class 18 contains 1761 members 
Mstep: Class 19 contains 2278 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 8917 members 
Mstep: Class 22 contains 19993 members 
Mstep: Class 23 contains 11647 members 
Mstep: Class 24 contains 96968 members 
Mstep: Class 25 contains 2180 members 
Mstep: Class 26 contains 1380 members 
Mstep: Class 27 contains 9667 members 
Mstep: Class 28 contains 4457 members 
Mstep: Class 29 contains 25893 members 
Mstep: Class 30 contains 1038 members 
Mstep: Class 31 contains 5586 members 
Mstep: Class 32 contains 2465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73835912.000000 Penalty: 105309.023438
Iteration 47Q: 33 clusters Score -7.383591e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 129634 members 
Mstep: Class 3 contains 26752 members 
Mstep: Class 4 contains 3469 members 
Mstep: Class 5 contains 47967 members 
Mstep: Class 6 contains 10378 members 
Mstep: Class 7 contains 42086 members 
Mstep: Class 8 contains 21295 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 1055 members 
Mstep: Class 11 contains 2542 members 
Mstep: Class 12 contains 4334 members 
Mstep: Class 13 contains 35854 members 
Mstep: Class 14 contains 24827 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1238 members 
Mstep: Class 17 contains 22529 members 
Mstep: Class 18 contains 1766 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 9121 members 
Mstep: Class 22 contains 19986 members 
Mstep: Class 23 contains 11678 members 
Mstep: Class 24 contains 96907 members 
Mstep: Class 25 contains 2204 members 
Mstep: Class 26 contains 1379 members 
Mstep: Class 27 contains 9747 members 
Mstep: Class 28 contains 4458 members 
Mstep: Class 29 contains 25829 members 
Mstep: Class 30 contains 1038 members 
Mstep: Class 31 contains 5606 members 
Mstep: Class 32 contains 2465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73835816.000000 Penalty: 105309.023438
Iteration 48Q: 33 clusters Score -7.383582e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 129624 members 
Mstep: Class 3 contains 26749 members 
Mstep: Class 4 contains 3394 members 
Mstep: Class 5 contains 47910 members 
Mstep: Class 6 contains 10325 members 
Mstep: Class 7 contains 42072 members 
Mstep: Class 8 contains 21280 members 
Mstep: Class 9 contains 4806 members 
Mstep: Class 10 contains 1047 members 
Mstep: Class 11 contains 2533 members 
Mstep: Class 12 contains 4354 members 
Mstep: Class 13 contains 35881 members 
Mstep: Class 14 contains 24803 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1252 members 
Mstep: Class 17 contains 22532 members 
Mstep: Class 18 contains 1771 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 9303 members 
Mstep: Class 22 contains 19986 members 
Mstep: Class 23 contains 11708 members 
Mstep: Class 24 contains 96860 members 
Mstep: Class 25 contains 2227 members 
Mstep: Class 26 contains 1379 members 
Mstep: Class 27 contains 9816 members 
Mstep: Class 28 contains 4456 members 
Mstep: Class 29 contains 25769 members 
Mstep: Class 30 contains 1038 members 
Mstep: Class 31 contains 5605 members 
Mstep: Class 32 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73836008.000000 Penalty: 105309.023438
Iteration 49Q: 33 clusters Score -7.383601e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 129613 members 
Mstep: Class 3 contains 26742 members 
Mstep: Class 4 contains 3348 members 
Mstep: Class 5 contains 47862 members 
Mstep: Class 6 contains 10308 members 
Mstep: Class 7 contains 42065 members 
Mstep: Class 8 contains 21272 members 
Mstep: Class 9 contains 4805 members 
Mstep: Class 10 contains 1044 members 
Mstep: Class 11 contains 2524 members 
Mstep: Class 12 contains 4367 members 
Mstep: Class 13 contains 35901 members 
Mstep: Class 14 contains 24785 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 22532 members 
Mstep: Class 18 contains 1775 members 
Mstep: Class 19 contains 2277 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 9437 members 
Mstep: Class 22 contains 19981 members 
Mstep: Class 23 contains 11726 members 
Mstep: Class 24 contains 96812 members 
Mstep: Class 25 contains 2248 members 
Mstep: Class 26 contains 1379 members 
Mstep: Class 27 contains 9866 members 
Mstep: Class 28 contains 4460 members 
Mstep: Class 29 contains 25728 members 
Mstep: Class 30 contains 1038 members 
Mstep: Class 31 contains 5604 members 
Mstep: Class 32 contains 2469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73836064.000000 Penalty: 105309.023438
Iteration 50Q: 33 clusters Score -7.383606e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 129597 members 
Mstep: Class 3 contains 26739 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 5 contains 47806 members 
Mstep: Class 6 contains 10300 members 
Mstep: Class 7 contains 42055 members 
Mstep: Class 8 contains 21266 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 1037 members 
Mstep: Class 11 contains 2521 members 
Mstep: Class 12 contains 4380 members 
Mstep: Class 13 contains 35910 members 
Mstep: Class 14 contains 24777 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1262 members 
Mstep: Class 17 contains 22537 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 2277 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 9548 members 
Mstep: Class 22 contains 19981 members 
Mstep: Class 23 contains 11752 members 
Mstep: Class 24 contains 96785 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 1379 members 
Mstep: Class 27 contains 9902 members 
Mstep: Class 28 contains 4459 members 
Mstep: Class 29 contains 25697 members 
Mstep: Class 30 contains 1038 members 
Mstep: Class 31 contains 5598 members 
Mstep: Class 32 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73836256.000000 Penalty: 105309.023438
Iteration 51Q: 33 clusters Score -7.383626e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 129603 members 
Mstep: Class 3 contains 26731 members 
Mstep: Class 4 contains 3275 members 
Mstep: Class 5 contains 47764 members 
Mstep: Class 6 contains 10268 members 
Mstep: Class 7 contains 42054 members 
Mstep: Class 8 contains 21258 members 
Mstep: Class 9 contains 4810 members 
Mstep: Class 10 contains 1033 members 
Mstep: Class 11 contains 2510 members 
Mstep: Class 12 contains 4392 members 
Mstep: Class 13 contains 35918 members 
Mstep: Class 14 contains 24780 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 22540 members 
Mstep: Class 18 contains 1776 members 
Mstep: Class 19 contains 2278 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 9643 members 
Mstep: Class 22 contains 19981 members 
Mstep: Class 23 contains 11772 members 
Mstep: Class 24 contains 96762 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 1379 members 
Mstep: Class 27 contains 9934 members 
Mstep: Class 28 contains 4460 members 
Mstep: Class 29 contains 25668 members 
Mstep: Class 30 contains 1038 members 
Mstep: Class 31 contains 5597 members 
Mstep: Class 32 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73836352.000000 Penalty: 105309.023438
Iteration 52Q: 33 clusters Score -7.383635e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 129607 members 
Mstep: Class 3 contains 26722 members 
Mstep: Class 4 contains 3252 members 
Mstep: Class 5 contains 47737 members 
Mstep: Class 6 contains 10250 members 
Mstep: Class 7 contains 42049 members 
Mstep: Class 8 contains 21255 members 
Mstep: Class 9 contains 4807 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 2498 members 
Mstep: Class 12 contains 4397 members 
Mstep: Class 13 contains 35921 members 
Mstep: Class 14 contains 24786 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1277 members 
Mstep: Class 17 contains 22541 members 
Mstep: Class 18 contains 1780 members 
Mstep: Class 19 contains 2278 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 9717 members 
Mstep: Class 22 contains 19979 members 
Mstep: Class 23 contains 11792 members 
Mstep: Class 24 contains 96739 members 
Mstep: Class 25 contains 2275 members 
Mstep: Class 26 contains 1379 members 
Mstep: Class 27 contains 9957 members 
Mstep: Class 28 contains 4459 members 
Mstep: Class 29 contains 25643 members 
Mstep: Class 30 contains 1038 members 
Mstep: Class 31 contains 5595 members 
Mstep: Class 32 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73836256.000000 Penalty: 105309.023438
Iteration 53Q: 33 clusters Score -7.383626e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 129618 members 
Mstep: Class 3 contains 26718 members 
Mstep: Class 4 contains 3225 members 
Mstep: Class 5 contains 47705 members 
Mstep: Class 6 contains 10240 members 
Mstep: Class 7 contains 42054 members 
Mstep: Class 8 contains 21253 members 
Mstep: Class 9 contains 4804 members 
Mstep: Class 10 contains 1029 members 
Mstep: Class 11 contains 2485 members 
Mstep: Class 12 contains 4401 members 
Mstep: Class 13 contains 35922 members 
Mstep: Class 14 contains 24784 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1291 members 
Mstep: Class 17 contains 22542 members 
Mstep: Class 18 contains 1783 members 
Mstep: Class 19 contains 2278 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 9772 members 
Mstep: Class 22 contains 19972 members 
Mstep: Class 23 contains 11807 members 
Mstep: Class 24 contains 96729 members 
Mstep: Class 25 contains 2281 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 9975 members 
Mstep: Class 28 contains 4460 members 
Mstep: Class 29 contains 25618 members 
Mstep: Class 30 contains 1038 members 
Mstep: Class 31 contains 5597 members 
Mstep: Class 32 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73836384.000000 Penalty: 105309.023438
Iteration 54Q: 33 clusters Score -7.383638e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 129608 members 
Mstep: Class 3 contains 26710 members 
Mstep: Class 4 contains 3202 members 
Mstep: Class 5 contains 47678 members 
Mstep: Class 6 contains 10227 members 
Mstep: Class 7 contains 42062 members 
Mstep: Class 8 contains 21251 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 1025 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 4405 members 
Mstep: Class 13 contains 35927 members 
Mstep: Class 14 contains 24781 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1301 members 
Mstep: Class 17 contains 22537 members 
Mstep: Class 18 contains 1786 members 
Mstep: Class 19 contains 2278 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 9821 members 
Mstep: Class 22 contains 19963 members 
Mstep: Class 23 contains 11818 members 
Mstep: Class 24 contains 96715 members 
Mstep: Class 25 contains 2285 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 10011 members 
Mstep: Class 28 contains 4460 members 
Mstep: Class 29 contains 25596 members 
Mstep: Class 30 contains 1038 members 
Mstep: Class 31 contains 5608 members 
Mstep: Class 32 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73836416.000000 Penalty: 105309.023438
Iteration 55Q: 33 clusters Score -7.383642e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 129598 members 
Mstep: Class 3 contains 26704 members 
Mstep: Class 4 contains 3186 members 
Mstep: Class 5 contains 47652 members 
Mstep: Class 6 contains 10219 members 
Mstep: Class 7 contains 42061 members 
Mstep: Class 8 contains 21251 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 4411 members 
Mstep: Class 13 contains 35921 members 
Mstep: Class 14 contains 24784 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 22540 members 
Mstep: Class 18 contains 1787 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 9871 members 
Mstep: Class 22 contains 19961 members 
Mstep: Class 23 contains 11827 members 
Mstep: Class 24 contains 96709 members 
Mstep: Class 25 contains 2291 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 10030 members 
Mstep: Class 28 contains 4460 members 
Mstep: Class 29 contains 25580 members 
Mstep: Class 30 contains 1038 members 
Mstep: Class 31 contains 5605 members 
Mstep: Class 32 contains 2469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73836312.000000 Penalty: 105309.023438
Iteration 56Q: 33 clusters Score -7.383631e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 129590 members 
Mstep: Class 3 contains 26697 members 
Mstep: Class 4 contains 3171 members 
Mstep: Class 5 contains 47635 members 
Mstep: Class 6 contains 10218 members 
Mstep: Class 7 contains 42075 members 
Mstep: Class 8 contains 21251 members 
Mstep: Class 9 contains 4801 members 
Mstep: Class 10 contains 1017 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 4416 members 
Mstep: Class 13 contains 35923 members 
Mstep: Class 14 contains 24786 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 22540 members 
Mstep: Class 18 contains 1787 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 9897 members 
Mstep: Class 22 contains 19956 members 
Mstep: Class 23 contains 11827 members 
Mstep: Class 24 contains 96697 members 
Mstep: Class 25 contains 2296 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 10048 members 
Mstep: Class 28 contains 4461 members 
Mstep: Class 29 contains 25561 members 
Mstep: Class 30 contains 1038 members 
Mstep: Class 31 contains 5611 members 
Mstep: Class 32 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73836312.000000 Penalty: 105309.023438
Iteration 57Q: 33 clusters Score -7.383631e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 129584 members 
Mstep: Class 3 contains 26694 members 
Mstep: Class 4 contains 3159 members 
Mstep: Class 5 contains 47609 members 
Mstep: Class 6 contains 10216 members 
Mstep: Class 7 contains 42082 members 
Mstep: Class 8 contains 21248 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 1015 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 4422 members 
Mstep: Class 13 contains 35927 members 
Mstep: Class 14 contains 24788 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1338 members 
Mstep: Class 17 contains 22536 members 
Mstep: Class 18 contains 1787 members 
Mstep: Class 19 contains 2278 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 9924 members 
Mstep: Class 22 contains 19953 members 
Mstep: Class 23 contains 11834 members 
Mstep: Class 24 contains 96694 members 
Mstep: Class 25 contains 2299 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 10062 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 25535 members 
Mstep: Class 30 contains 1038 members 
Mstep: Class 31 contains 5614 members 
Mstep: Class 32 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73836344.000000 Penalty: 105309.023438
Iteration 58Q: 33 clusters Score -7.383634e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 129577 members 
Mstep: Class 3 contains 26692 members 
Mstep: Class 4 contains 3149 members 
Mstep: Class 5 contains 47578 members 
Mstep: Class 6 contains 10214 members 
Mstep: Class 7 contains 42094 members 
Mstep: Class 8 contains 21248 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 1014 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 4430 members 
Mstep: Class 13 contains 35932 members 
Mstep: Class 14 contains 24796 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1347 members 
Mstep: Class 17 contains 22530 members 
Mstep: Class 18 contains 1787 members 
Mstep: Class 19 contains 2278 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 9939 members 
Mstep: Class 22 contains 19950 members 
Mstep: Class 23 contains 11840 members 
Mstep: Class 24 contains 96691 members 
Mstep: Class 25 contains 2302 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 10074 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 25516 members 
Mstep: Class 30 contains 1038 members 
Mstep: Class 31 contains 5619 members 
Mstep: Class 32 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73836360.000000 Penalty: 105309.023438
Iteration 59Q: 33 clusters Score -7.383636e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 129576 members 
Mstep: Class 3 contains 26689 members 
Mstep: Class 4 contains 3142 members 
Mstep: Class 5 contains 47557 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 42105 members 
Mstep: Class 8 contains 21247 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 1014 members 
Mstep: Class 11 contains 2481 members 
Mstep: Class 12 contains 4437 members 
Mstep: Class 13 contains 35937 members 
Mstep: Class 14 contains 24801 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1350 members 
Mstep: Class 17 contains 22530 members 
Mstep: Class 18 contains 1787 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 19949 members 
Mstep: Class 23 contains 11849 members 
Mstep: Class 24 contains 96687 members 
Mstep: Class 25 contains 2302 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 10098 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 25488 members 
Mstep: Class 30 contains 1038 members 
Mstep: Class 31 contains 5613 members 
Mstep: Class 32 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73836632.000000 Penalty: 105309.023438
Iteration 60F: 33 clusters Score -7.383663e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 129577 members 
Mstep: Class 3 contains 26686 members 
Mstep: Class 4 contains 3147 members 
Mstep: Class 5 contains 47538 members 
Mstep: Class 6 contains 10196 members 
Mstep: Class 7 contains 42119 members 
Mstep: Class 8 contains 21246 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 1008 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 4443 members 
Mstep: Class 13 contains 35945 members 
Mstep: Class 14 contains 24803 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1382 members 
Mstep: Class 17 contains 22524 members 
Mstep: Class 18 contains 1787 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 9961 members 
Mstep: Class 22 contains 19949 members 
Mstep: Class 23 contains 11849 members 
Mstep: Class 24 contains 96677 members 
Mstep: Class 25 contains 2307 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 10108 members 
Mstep: Class 28 contains 4462 members 
Mstep: Class 29 contains 25474 members 
Mstep: Class 30 contains 1036 members 
Mstep: Class 31 contains 5613 members 
Mstep: Class 32 contains 2465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837040.000000 Penalty: 105309.023438
Iteration 61Q: 33 clusters Score -7.383704e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 129574 members 
Mstep: Class 3 contains 26685 members 
Mstep: Class 4 contains 3146 members 
Mstep: Class 5 contains 47524 members 
Mstep: Class 6 contains 10191 members 
Mstep: Class 7 contains 42122 members 
Mstep: Class 8 contains 21245 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 2476 members 
Mstep: Class 12 contains 4448 members 
Mstep: Class 13 contains 35949 members 
Mstep: Class 14 contains 24827 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 22527 members 
Mstep: Class 18 contains 1787 members 
Mstep: Class 19 contains 2280 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 9988 members 
Mstep: Class 22 contains 19952 members 
Mstep: Class 23 contains 11853 members 
Mstep: Class 24 contains 96673 members 
Mstep: Class 25 contains 2314 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10112 members 
Mstep: Class 28 contains 4464 members 
Mstep: Class 29 contains 25461 members 
Mstep: Class 30 contains 1035 members 
Mstep: Class 31 contains 5622 members 
Mstep: Class 32 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837080.000000 Penalty: 105309.023438
Iteration 62Q: 33 clusters Score -7.383708e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 129562 members 
Mstep: Class 3 contains 26684 members 
Mstep: Class 4 contains 3148 members 
Mstep: Class 5 contains 47516 members 
Mstep: Class 6 contains 10196 members 
Mstep: Class 7 contains 42128 members 
Mstep: Class 8 contains 21241 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 927 members 
Mstep: Class 11 contains 2474 members 
Mstep: Class 12 contains 4449 members 
Mstep: Class 13 contains 35954 members 
Mstep: Class 14 contains 24847 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 22521 members 
Mstep: Class 18 contains 1788 members 
Mstep: Class 19 contains 2280 members 
Mstep: Class 20 contains 765 members 
Mstep: Class 21 contains 10012 members 
Mstep: Class 22 contains 19951 members 
Mstep: Class 23 contains 11846 members 
Mstep: Class 24 contains 96673 members 
Mstep: Class 25 contains 2319 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10132 members 
Mstep: Class 28 contains 4465 members 
Mstep: Class 29 contains 25449 members 
Mstep: Class 30 contains 1034 members 
Mstep: Class 31 contains 5625 members 
Mstep: Class 32 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837224.000000 Penalty: 105309.023438
Iteration 63Q: 33 clusters Score -7.383722e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 129560 members 
Mstep: Class 3 contains 26686 members 
Mstep: Class 4 contains 3135 members 
Mstep: Class 5 contains 47506 members 
Mstep: Class 6 contains 10191 members 
Mstep: Class 7 contains 42143 members 
Mstep: Class 8 contains 21237 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 4450 members 
Mstep: Class 13 contains 35957 members 
Mstep: Class 14 contains 24875 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 22516 members 
Mstep: Class 18 contains 1789 members 
Mstep: Class 19 contains 2281 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10040 members 
Mstep: Class 22 contains 19954 members 
Mstep: Class 23 contains 11842 members 
Mstep: Class 24 contains 96681 members 
Mstep: Class 25 contains 2322 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10136 members 
Mstep: Class 28 contains 4467 members 
Mstep: Class 29 contains 25430 members 
Mstep: Class 30 contains 1032 members 
Mstep: Class 31 contains 5621 members 
Mstep: Class 32 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837184.000000 Penalty: 105309.023438
Iteration 64Q: 33 clusters Score -7.383718e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 129561 members 
Mstep: Class 3 contains 26685 members 
Mstep: Class 4 contains 3120 members 
Mstep: Class 5 contains 47486 members 
Mstep: Class 6 contains 10177 members 
Mstep: Class 7 contains 42159 members 
Mstep: Class 8 contains 21235 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 4450 members 
Mstep: Class 13 contains 35959 members 
Mstep: Class 14 contains 24883 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1378 members 
Mstep: Class 17 contains 22512 members 
Mstep: Class 18 contains 1790 members 
Mstep: Class 19 contains 2278 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10064 members 
Mstep: Class 22 contains 19952 members 
Mstep: Class 23 contains 11844 members 
Mstep: Class 24 contains 96694 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10156 members 
Mstep: Class 28 contains 4469 members 
Mstep: Class 29 contains 25423 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 2470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837200.000000 Penalty: 105309.023438
Iteration 65Q: 33 clusters Score -7.38372e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 129549 members 
Mstep: Class 3 contains 26679 members 
Mstep: Class 4 contains 3118 members 
Mstep: Class 5 contains 47473 members 
Mstep: Class 6 contains 10157 members 
Mstep: Class 7 contains 42181 members 
Mstep: Class 8 contains 21231 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 845 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 4447 members 
Mstep: Class 13 contains 35959 members 
Mstep: Class 14 contains 24900 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 22512 members 
Mstep: Class 18 contains 1791 members 
Mstep: Class 19 contains 2278 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10088 members 
Mstep: Class 22 contains 19952 members 
Mstep: Class 23 contains 11848 members 
Mstep: Class 24 contains 96702 members 
Mstep: Class 25 contains 2326 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10179 members 
Mstep: Class 28 contains 4470 members 
Mstep: Class 29 contains 25418 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5615 members 
Mstep: Class 32 contains 2470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837288.000000 Penalty: 105309.023438
Iteration 66Q: 33 clusters Score -7.383729e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 129541 members 
Mstep: Class 3 contains 26678 members 
Mstep: Class 4 contains 3102 members 
Mstep: Class 5 contains 47454 members 
Mstep: Class 6 contains 10140 members 
Mstep: Class 7 contains 42199 members 
Mstep: Class 8 contains 21225 members 
Mstep: Class 9 contains 4804 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 4448 members 
Mstep: Class 13 contains 35964 members 
Mstep: Class 14 contains 24908 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 22513 members 
Mstep: Class 18 contains 1791 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10121 members 
Mstep: Class 22 contains 19951 members 
Mstep: Class 23 contains 11847 members 
Mstep: Class 24 contains 96713 members 
Mstep: Class 25 contains 2326 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10192 members 
Mstep: Class 28 contains 4470 members 
Mstep: Class 29 contains 25406 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5626 members 
Mstep: Class 32 contains 2471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837400.000000 Penalty: 105309.023438
Iteration 67Q: 33 clusters Score -7.38374e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129535 members 
Mstep: Class 3 contains 26676 members 
Mstep: Class 4 contains 3085 members 
Mstep: Class 5 contains 47439 members 
Mstep: Class 6 contains 10139 members 
Mstep: Class 7 contains 42230 members 
Mstep: Class 8 contains 21217 members 
Mstep: Class 9 contains 4806 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 4451 members 
Mstep: Class 13 contains 35964 members 
Mstep: Class 14 contains 24913 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1373 members 
Mstep: Class 17 contains 22512 members 
Mstep: Class 18 contains 1792 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10140 members 
Mstep: Class 22 contains 19949 members 
Mstep: Class 23 contains 11837 members 
Mstep: Class 24 contains 96717 members 
Mstep: Class 25 contains 2326 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10207 members 
Mstep: Class 28 contains 4472 members 
Mstep: Class 29 contains 25399 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5632 members 
Mstep: Class 32 contains 2471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837536.000000 Penalty: 105309.023438
Iteration 68Q: 33 clusters Score -7.383754e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129533 members 
Mstep: Class 3 contains 26675 members 
Mstep: Class 4 contains 3072 members 
Mstep: Class 5 contains 47430 members 
Mstep: Class 6 contains 10133 members 
Mstep: Class 7 contains 42250 members 
Mstep: Class 8 contains 21212 members 
Mstep: Class 9 contains 4807 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 4460 members 
Mstep: Class 13 contains 35962 members 
Mstep: Class 14 contains 24920 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1367 members 
Mstep: Class 17 contains 22516 members 
Mstep: Class 18 contains 1792 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10160 members 
Mstep: Class 22 contains 19944 members 
Mstep: Class 23 contains 11830 members 
Mstep: Class 24 contains 96726 members 
Mstep: Class 25 contains 2326 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10212 members 
Mstep: Class 28 contains 4474 members 
Mstep: Class 29 contains 25397 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5627 members 
Mstep: Class 32 contains 2471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837520.000000 Penalty: 105309.023438
Iteration 69Q: 33 clusters Score -7.383752e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129540 members 
Mstep: Class 3 contains 26673 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 47423 members 
Mstep: Class 6 contains 10130 members 
Mstep: Class 7 contains 42267 members 
Mstep: Class 8 contains 21205 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 783 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 13 contains 35960 members 
Mstep: Class 14 contains 24920 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1367 members 
Mstep: Class 17 contains 22516 members 
Mstep: Class 18 contains 1793 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10189 members 
Mstep: Class 22 contains 19943 members 
Mstep: Class 23 contains 11829 members 
Mstep: Class 24 contains 96731 members 
Mstep: Class 25 contains 2327 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10219 members 
Mstep: Class 28 contains 4475 members 
Mstep: Class 29 contains 25393 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837640.000000 Penalty: 105309.023438
Iteration 70Q: 33 clusters Score -7.383764e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129547 members 
Mstep: Class 3 contains 26670 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 5 contains 47408 members 
Mstep: Class 6 contains 10126 members 
Mstep: Class 7 contains 42281 members 
Mstep: Class 8 contains 21199 members 
Mstep: Class 9 contains 4807 members 
Mstep: Class 10 contains 780 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 13 contains 35960 members 
Mstep: Class 14 contains 24919 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1370 members 
Mstep: Class 17 contains 22516 members 
Mstep: Class 18 contains 1793 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10207 members 
Mstep: Class 22 contains 19933 members 
Mstep: Class 23 contains 11832 members 
Mstep: Class 24 contains 96744 members 
Mstep: Class 25 contains 2329 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10226 members 
Mstep: Class 28 contains 4476 members 
Mstep: Class 29 contains 25389 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5605 members 
Mstep: Class 32 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837616.000000 Penalty: 105309.023438
Iteration 71Q: 33 clusters Score -7.383762e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129555 members 
Mstep: Class 3 contains 26668 members 
Mstep: Class 4 contains 3026 members 
Mstep: Class 5 contains 47392 members 
Mstep: Class 6 contains 10128 members 
Mstep: Class 7 contains 42298 members 
Mstep: Class 8 contains 21196 members 
Mstep: Class 9 contains 4804 members 
Mstep: Class 10 contains 776 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 4473 members 
Mstep: Class 13 contains 35960 members 
Mstep: Class 14 contains 24917 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 22515 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10222 members 
Mstep: Class 22 contains 19923 members 
Mstep: Class 23 contains 11831 members 
Mstep: Class 24 contains 96746 members 
Mstep: Class 25 contains 2332 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10234 members 
Mstep: Class 28 contains 4476 members 
Mstep: Class 29 contains 25385 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5600 members 
Mstep: Class 32 contains 2469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837720.000000 Penalty: 105309.023438
Iteration 72Q: 33 clusters Score -7.383772e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129551 members 
Mstep: Class 3 contains 26668 members 
Mstep: Class 4 contains 3020 members 
Mstep: Class 5 contains 47373 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 42301 members 
Mstep: Class 8 contains 21196 members 
Mstep: Class 9 contains 4801 members 
Mstep: Class 10 contains 774 members 
Mstep: Class 11 contains 2466 members 
Mstep: Class 12 contains 4476 members 
Mstep: Class 13 contains 35960 members 
Mstep: Class 14 contains 24919 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 22518 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 2280 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10236 members 
Mstep: Class 22 contains 19920 members 
Mstep: Class 23 contains 11835 members 
Mstep: Class 24 contains 96755 members 
Mstep: Class 25 contains 2333 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10235 members 
Mstep: Class 28 contains 4478 members 
Mstep: Class 29 contains 25381 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5602 members 
Mstep: Class 32 contains 2469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837648.000000 Penalty: 105309.023438
Iteration 73Q: 33 clusters Score -7.383765e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129551 members 
Mstep: Class 3 contains 26668 members 
Mstep: Class 4 contains 3018 members 
Mstep: Class 5 contains 47362 members 
Mstep: Class 6 contains 10121 members 
Mstep: Class 7 contains 42305 members 
Mstep: Class 8 contains 21197 members 
Mstep: Class 9 contains 4800 members 
Mstep: Class 10 contains 772 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 4479 members 
Mstep: Class 13 contains 35958 members 
Mstep: Class 14 contains 24918 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 22522 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10247 members 
Mstep: Class 22 contains 19911 members 
Mstep: Class 23 contains 11837 members 
Mstep: Class 24 contains 96753 members 
Mstep: Class 25 contains 2334 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10238 members 
Mstep: Class 28 contains 4479 members 
Mstep: Class 29 contains 25381 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5603 members 
Mstep: Class 32 contains 2469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837712.000000 Penalty: 105309.023438
Iteration 74Q: 33 clusters Score -7.383771e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129557 members 
Mstep: Class 3 contains 26669 members 
Mstep: Class 4 contains 3018 members 
Mstep: Class 5 contains 47352 members 
Mstep: Class 6 contains 10118 members 
Mstep: Class 7 contains 42306 members 
Mstep: Class 8 contains 21197 members 
Mstep: Class 9 contains 4798 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 4481 members 
Mstep: Class 13 contains 35957 members 
Mstep: Class 14 contains 24921 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 22523 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10259 members 
Mstep: Class 22 contains 19904 members 
Mstep: Class 23 contains 11839 members 
Mstep: Class 24 contains 96752 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10237 members 
Mstep: Class 28 contains 4479 members 
Mstep: Class 29 contains 25380 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5602 members 
Mstep: Class 32 contains 2469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837688.000000 Penalty: 105309.023438
Iteration 75Q: 33 clusters Score -7.383769e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129557 members 
Mstep: Class 3 contains 26669 members 
Mstep: Class 4 contains 3018 members 
Mstep: Class 5 contains 47345 members 
Mstep: Class 6 contains 10118 members 
Mstep: Class 7 contains 42309 members 
Mstep: Class 8 contains 21194 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 768 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 4482 members 
Mstep: Class 13 contains 35957 members 
Mstep: Class 14 contains 24921 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 22523 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10266 members 
Mstep: Class 22 contains 19900 members 
Mstep: Class 23 contains 11838 members 
Mstep: Class 24 contains 96758 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10237 members 
Mstep: Class 28 contains 4479 members 
Mstep: Class 29 contains 25380 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5603 members 
Mstep: Class 32 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837648.000000 Penalty: 105309.023438
Iteration 76Q: 33 clusters Score -7.383765e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129566 members 
Mstep: Class 3 contains 26669 members 
Mstep: Class 4 contains 3010 members 
Mstep: Class 5 contains 47339 members 
Mstep: Class 6 contains 10114 members 
Mstep: Class 7 contains 42314 members 
Mstep: Class 8 contains 21194 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 765 members 
Mstep: Class 11 contains 2465 members 
Mstep: Class 12 contains 4483 members 
Mstep: Class 13 contains 35958 members 
Mstep: Class 14 contains 24921 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 22523 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10279 members 
Mstep: Class 22 contains 19895 members 
Mstep: Class 23 contains 11840 members 
Mstep: Class 24 contains 96762 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10237 members 
Mstep: Class 28 contains 4479 members 
Mstep: Class 29 contains 25380 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5599 members 
Mstep: Class 32 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837632.000000 Penalty: 105309.023438
Iteration 77Q: 33 clusters Score -7.383763e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129573 members 
Mstep: Class 3 contains 26669 members 
Mstep: Class 4 contains 3004 members 
Mstep: Class 5 contains 47338 members 
Mstep: Class 6 contains 10112 members 
Mstep: Class 7 contains 42314 members 
Mstep: Class 8 contains 21193 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 4484 members 
Mstep: Class 13 contains 35958 members 
Mstep: Class 14 contains 24921 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 22522 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10290 members 
Mstep: Class 22 contains 19890 members 
Mstep: Class 23 contains 11838 members 
Mstep: Class 24 contains 96767 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10241 members 
Mstep: Class 28 contains 4479 members 
Mstep: Class 29 contains 25380 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5595 members 
Mstep: Class 32 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73837632.000000 Penalty: 105309.023438
Iteration 78Q: 33 clusters Score -7.383763e+07 nChanged 55
Entering ConstructFrom: 
Score: -73837632.000000 Penalty: 105309.023438
Entering ConstructFrom: 
Trying to split cluster 1 (4725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Entering Unmasked Estep 
Score: -619775.312500 Penalty: 2098.234375
	Iteration 0F: 2 clusters Score -619775.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -615430.812500 Penalty: 4196.468750
	Iteration 0F: 3 clusters Score -615430.8 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -616417.375000 Penalty: 4196.468750
	Iteration 1F: 3 clusters Score -616417.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -616640.500000 Penalty: 4196.468750
	Iteration 2F: 3 clusters Score -616640.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -616804.312500 Penalty: 4196.468750
	Iteration 3F: 3 clusters Score -616804.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -616932.625000 Penalty: 4196.468750
	Iteration 4Q: 3 clusters Score -616932.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -617059.500000 Penalty: 4196.468750
	Iteration 5Q: 3 clusters Score -617059.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -617182.687500 Penalty: 4196.468750
	Iteration 6Q: 3 clusters Score -617182.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -617321.062500 Penalty: 4196.468750
	Iteration 7Q: 3 clusters Score -617321.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -617478.437500 Penalty: 4196.468750
	Iteration 8Q: 3 clusters Score -617478.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -617634.187500 Penalty: 4196.468750
	Iteration 9Q: 3 clusters Score -617634.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -617763.437500 Penalty: 4196.468750
	Iteration 10Q: 3 clusters Score -617763.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -617882.500000 Penalty: 4196.468750
	Iteration 11Q: 3 clusters Score -617882.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -617972.000000 Penalty: 4196.468750
	Iteration 12Q: 3 clusters Score -617972 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -618033.187500 Penalty: 4196.468750
	Iteration 13Q: 3 clusters Score -618033.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -618078.375000 Penalty: 4196.468750
	Iteration 14Q: 3 clusters Score -618078.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -618104.250000 Penalty: 4196.468750
	Iteration 15Q: 3 clusters Score -618104.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -618127.500000 Penalty: 4196.468750
	Iteration 16Q: 3 clusters Score -618127.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -618149.750000 Penalty: 4196.468750
	Iteration 17Q: 3 clusters Score -618149.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -618167.000000 Penalty: 4196.468750
	Iteration 18Q: 3 clusters Score -618167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -618182.625000 Penalty: 4196.468750
	Iteration 19Q: 3 clusters Score -618182.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -618197.187500 Penalty: 4196.468750
	Iteration 20F: 3 clusters Score -618197.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -618212.375000 Penalty: 4196.468750
	Iteration 21Q: 3 clusters Score -618212.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -618224.937500 Penalty: 4196.468750
	Iteration 22Q: 3 clusters Score -618224.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -618239.500000 Penalty: 4196.468750
	Iteration 23Q: 3 clusters Score -618239.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -618252.000000 Penalty: 4196.468750
	Iteration 24Q: 3 clusters Score -618252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -618257.500000 Penalty: 4196.468750
	Iteration 25Q: 3 clusters Score -618257.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -618260.375000 Penalty: 4196.468750
	Iteration 26Q: 3 clusters Score -618260.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -618261.000000 Penalty: 4196.468750
	Iteration 27Q: 3 clusters Score -618261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -618263.125000 Penalty: 4196.468750
	Iteration 28Q: 3 clusters Score -618263.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -618263.125000 Penalty: 4196.468750
	Iteration 29F: 3 clusters Score -618263.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (129582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129582 members 
Entering Unmasked Estep 
Score: -17043132.000000 Penalty: 2919.473145
	Iteration 0F: 2 clusters Score -1.704313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -16957006.000000 Penalty: 5838.946289
	Iteration 0F: 3 clusters Score -1.695701e+07 nChanged 61397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -16993098.000000 Penalty: 5838.946289
	Iteration 1F: 3 clusters Score -1.69931e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 72716 members 
Entering Unmasked Estep 
Score: -16994714.000000 Penalty: 5838.946289
	Iteration 2Q: 3 clusters Score -1.699471e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 77160 members 
Entering Unmasked Estep 
Score: -16997078.000000 Penalty: 5838.946289
	Iteration 3Q: 3 clusters Score -1.699708e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 83431 members 
Entering Unmasked Estep 
Score: -17000792.000000 Penalty: 5838.946289
	Iteration 4F: 3 clusters Score -1.700079e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 91974 members 
Entering Unmasked Estep 
Score: -17006790.000000 Penalty: 5838.946289
	Iteration 5F: 3 clusters Score -1.700679e+07 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 102270 members 
Entering Unmasked Estep 
Score: -17015562.000000 Penalty: 5838.946289
	Iteration 6F: 3 clusters Score -1.701556e+07 nChanged 10750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 112940 members 
Entering Unmasked Estep 
Score: -17025600.000000 Penalty: 5838.946289
	Iteration 7F: 3 clusters Score -1.70256e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 121276 members 
Entering Unmasked Estep 
Score: -17033650.000000 Penalty: 5838.946289
	Iteration 8F: 3 clusters Score -1.703365e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 125888 members 
Entering Unmasked Estep 
Score: -17037930.000000 Penalty: 5838.946289
	Iteration 9Q: 3 clusters Score -1.703793e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 127770 members 
Entering Unmasked Estep 
Score: -17039588.000000 Penalty: 5838.946289
	Iteration 10Q: 3 clusters Score -1.703959e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 128480 members 
Entering Unmasked Estep 
Score: -17040234.000000 Penalty: 5838.946289
	Iteration 11Q: 3 clusters Score -1.704023e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 128696 members 
Entering Unmasked Estep 
Score: -17040562.000000 Penalty: 5838.946289
	Iteration 12Q: 3 clusters Score -1.704056e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 128791 members 
Entering Unmasked Estep 
Score: -17040730.000000 Penalty: 5838.946289
	Iteration 13Q: 3 clusters Score -1.704073e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 128816 members 
Entering Unmasked Estep 
Score: -17040844.000000 Penalty: 5838.946289
	Iteration 14Q: 3 clusters Score -1.704084e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 128803 members 
Entering Unmasked Estep 
Score: -17040920.000000 Penalty: 5838.946289
	Iteration 15Q: 3 clusters Score -1.704092e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 128793 members 
Entering Unmasked Estep 
Score: -17040986.000000 Penalty: 5838.946289
	Iteration 16Q: 3 clusters Score -1.704099e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 128784 members 
Entering Unmasked Estep 
Score: -17041024.000000 Penalty: 5838.946289
	Iteration 17Q: 3 clusters Score -1.704102e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 128773 members 
Entering Unmasked Estep 
Score: -17041066.000000 Penalty: 5838.946289
	Iteration 18Q: 3 clusters Score -1.704107e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 128758 members 
Entering Unmasked Estep 
Score: -17041074.000000 Penalty: 5838.946289
	Iteration 19Q: 3 clusters Score -1.704107e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 128745 members 
Entering Unmasked Estep 
Score: -17041130.000000 Penalty: 5838.946289
	Iteration 20F: 3 clusters Score -1.704113e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 128735 members 
Entering Unmasked Estep 
Score: -17041138.000000 Penalty: 5838.946289
	Iteration 21Q: 3 clusters Score -1.704114e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 128715 members 
Entering Unmasked Estep 
Score: -17041144.000000 Penalty: 5838.946289
	Iteration 22Q: 3 clusters Score -1.704114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 128709 members 
Entering Unmasked Estep 
Score: -17041140.000000 Penalty: 5838.946289
	Iteration 23Q: 3 clusters Score -1.704114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 128701 members 
Entering Unmasked Estep 
Score: -17041150.000000 Penalty: 5838.946289
	Iteration 24Q: 3 clusters Score -1.704115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 128698 members 
Entering Unmasked Estep 
Score: -17041154.000000 Penalty: 5838.946289
	Iteration 25Q: 3 clusters Score -1.704115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 128695 members 
Entering Unmasked Estep 
Score: -17041156.000000 Penalty: 5838.946289
	Iteration 26Q: 3 clusters Score -1.704116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 128694 members 
Entering Unmasked Estep 
Score: -17041150.000000 Penalty: 5838.946289
	Iteration 27Q: 3 clusters Score -1.704115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 128692 members 
Entering Unmasked Estep 
Score: -17041154.000000 Penalty: 5838.946289
	Iteration 28Q: 3 clusters Score -1.704115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 128688 members 
Entering Unmasked Estep 
Score: -17041170.000000 Penalty: 5838.946289
	Iteration 29Q: 3 clusters Score -1.704117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 128684 members 
Entering Unmasked Estep 
Score: -17041182.000000 Penalty: 5838.946289
	Iteration 30Q: 3 clusters Score -1.704118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 128675 members 
Entering Unmasked Estep 
Score: -17041186.000000 Penalty: 5838.946289
	Iteration 31Q: 3 clusters Score -1.704119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 128675 members 
Entering Unmasked Estep 
Score: -17041186.000000 Penalty: 5838.946289
	Iteration 32Q: 3 clusters Score -1.704119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 128672 members 
Entering Unmasked Estep 
Score: -17041188.000000 Penalty: 5838.946289
	Iteration 33Q: 3 clusters Score -1.704119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 128668 members 
Entering Unmasked Estep 
Score: -17041180.000000 Penalty: 5838.946289
	Iteration 34Q: 3 clusters Score -1.704118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 128664 members 
Entering Unmasked Estep 
Score: -17041182.000000 Penalty: 5838.946289
	Iteration 35Q: 3 clusters Score -1.704118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 128662 members 
Entering Unmasked Estep 
Score: -17041180.000000 Penalty: 5838.946289
	Iteration 36Q: 3 clusters Score -1.704118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 128662 members 
Entering Unmasked Estep 
Score: -17041180.000000 Penalty: 5838.946289
	Iteration 37Q: 3 clusters Score -1.704118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 128659 members 
Entering Unmasked Estep 
Score: -17041192.000000 Penalty: 5838.946289
	Iteration 38Q: 3 clusters Score -1.704119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 128656 members 
Entering Unmasked Estep 
Score: -17041196.000000 Penalty: 5838.946289
	Iteration 39Q: 3 clusters Score -1.70412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 128654 members 
Entering Unmasked Estep 
Score: -17041192.000000 Penalty: 5838.946289
	Iteration 40F: 3 clusters Score -1.704119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 128653 members 
Entering Unmasked Estep 
Score: -17041196.000000 Penalty: 5838.946289
	Iteration 41Q: 3 clusters Score -1.70412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 128653 members 
Entering Unmasked Estep 
Score: -17041196.000000 Penalty: 5838.946289
	Iteration 42F: 3 clusters Score -1.70412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Entering Unmasked Estep 
Score: -3557048.500000 Penalty: 2527.431885
	Iteration 0F: 2 clusters Score -3557048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3538606.750000 Penalty: 5054.863770
	Iteration 0F: 3 clusters Score -3538607 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3545023.000000 Penalty: 5054.863770
	Iteration 1F: 3 clusters Score -3545023 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -3545749.250000 Penalty: 5054.863770
	Iteration 2F: 3 clusters Score -3545749 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -3546879.750000 Penalty: 5054.863770
	Iteration 3F: 3 clusters Score -3546880 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -3548486.000000 Penalty: 5054.863770
	Iteration 4F: 3 clusters Score -3548486 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3550524.750000 Penalty: 5054.863770
	Iteration 5F: 3 clusters Score -3550525 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -3552176.750000 Penalty: 5054.863770
	Iteration 6F: 3 clusters Score -3552177 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3553127.250000 Penalty: 5054.863770
	Iteration 7F: 3 clusters Score -3553127 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -3553598.750000 Penalty: 5054.863770
	Iteration 8Q: 3 clusters Score -3553599 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -3553849.750000 Penalty: 5054.863770
	Iteration 9Q: 3 clusters Score -3553850 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3553998.750000 Penalty: 5054.863770
	Iteration 10Q: 3 clusters Score -3553999 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3554117.000000 Penalty: 5054.863770
	Iteration 11Q: 3 clusters Score -3554117 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3554205.500000 Penalty: 5054.863770
	Iteration 12Q: 3 clusters Score -3554206 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3554297.500000 Penalty: 5054.863770
	Iteration 13Q: 3 clusters Score -3554298 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -3554355.500000 Penalty: 5054.863770
	Iteration 14Q: 3 clusters Score -3554356 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3554413.000000 Penalty: 5054.863770
	Iteration 15Q: 3 clusters Score -3554413 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3554469.000000 Penalty: 5054.863770
	Iteration 16Q: 3 clusters Score -3554469 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3554535.500000 Penalty: 5054.863770
	Iteration 17Q: 3 clusters Score -3554536 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3554586.500000 Penalty: 5054.863770
	Iteration 18Q: 3 clusters Score -3554586 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3554638.750000 Penalty: 5054.863770
	Iteration 19Q: 3 clusters Score -3554639 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3554689.750000 Penalty: 5054.863770
	Iteration 20F: 3 clusters Score -3554690 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3554736.250000 Penalty: 5054.863770
	Iteration 21Q: 3 clusters Score -3554736 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3554780.000000 Penalty: 5054.863770
	Iteration 22Q: 3 clusters Score -3554780 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3554836.250000 Penalty: 5054.863770
	Iteration 23Q: 3 clusters Score -3554836 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3554879.250000 Penalty: 5054.863770
	Iteration 24Q: 3 clusters Score -3554879 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3554921.750000 Penalty: 5054.863770
	Iteration 25Q: 3 clusters Score -3554922 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3554956.750000 Penalty: 5054.863770
	Iteration 26Q: 3 clusters Score -3554957 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3554980.500000 Penalty: 5054.863770
	Iteration 27Q: 3 clusters Score -3554980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3555000.250000 Penalty: 5054.863770
	Iteration 28Q: 3 clusters Score -3555000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3555014.250000 Penalty: 5054.863770
	Iteration 29Q: 3 clusters Score -3555014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3555020.750000 Penalty: 5054.863770
	Iteration 30Q: 3 clusters Score -3555021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3555025.750000 Penalty: 5054.863770
	Iteration 31Q: 3 clusters Score -3555026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3555042.500000 Penalty: 5054.863770
	Iteration 32Q: 3 clusters Score -3555042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3555071.750000 Penalty: 5054.863770
	Iteration 33Q: 3 clusters Score -3555072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3555093.750000 Penalty: 5054.863770
	Iteration 34Q: 3 clusters Score -3555094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3555104.500000 Penalty: 5054.863770
	Iteration 35Q: 3 clusters Score -3555104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3555121.000000 Penalty: 5054.863770
	Iteration 36Q: 3 clusters Score -3555121 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3555133.750000 Penalty: 5054.863770
	Iteration 37Q: 3 clusters Score -3555134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3555145.750000 Penalty: 5054.863770
	Iteration 38Q: 3 clusters Score -3555146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3555155.750000 Penalty: 5054.863770
	Iteration 39Q: 3 clusters Score -3555156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3555166.500000 Penalty: 5054.863770
	Iteration 40F: 3 clusters Score -3555166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3555173.000000 Penalty: 5054.863770
	Iteration 41Q: 3 clusters Score -3555173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3555176.750000 Penalty: 5054.863770
	Iteration 42Q: 3 clusters Score -3555177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3555185.000000 Penalty: 5054.863770
	Iteration 43Q: 3 clusters Score -3555185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3555187.000000 Penalty: 5054.863770
	Iteration 44Q: 3 clusters Score -3555187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3555186.750000 Penalty: 5054.863770
	Iteration 45Q: 3 clusters Score -3555187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3555188.500000 Penalty: 5054.863770
	Iteration 46Q: 3 clusters Score -3555188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3555186.500000 Penalty: 5054.863770
	Iteration 47Q: 3 clusters Score -3555186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3555186.500000 Penalty: 5054.863770
	Iteration 48F: 3 clusters Score -3555186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Entering Unmasked Estep 
Score: -373618.250000 Penalty: 1985.579224
	Iteration 0F: 2 clusters Score -373618.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -370385.562500 Penalty: 3971.158447
	Iteration 0F: 3 clusters Score -370385.6 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -371038.562500 Penalty: 3971.158447
	Iteration 1F: 3 clusters Score -371038.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -371220.468750 Penalty: 3971.158447
	Iteration 2F: 3 clusters Score -371220.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -371314.875000 Penalty: 3971.158447
	Iteration 3Q: 3 clusters Score -371314.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -371392.906250 Penalty: 3971.158447
	Iteration 4Q: 3 clusters Score -371392.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -371453.062500 Penalty: 3971.158447
	Iteration 5Q: 3 clusters Score -371453.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -371507.000000 Penalty: 3971.158447
	Iteration 6Q: 3 clusters Score -371507 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -371552.656250 Penalty: 3971.158447
	Iteration 7Q: 3 clusters Score -371552.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -371588.375000 Penalty: 3971.158447
	Iteration 8Q: 3 clusters Score -371588.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -371613.406250 Penalty: 3971.158447
	Iteration 9Q: 3 clusters Score -371613.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -371633.875000 Penalty: 3971.158447
	Iteration 10Q: 3 clusters Score -371633.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -371647.906250 Penalty: 3971.158447
	Iteration 11Q: 3 clusters Score -371647.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -371655.406250 Penalty: 3971.158447
	Iteration 12Q: 3 clusters Score -371655.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -371659.687500 Penalty: 3971.158447
	Iteration 13Q: 3 clusters Score -371659.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -371665.500000 Penalty: 3971.158447
	Iteration 14Q: 3 clusters Score -371665.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -371668.625000 Penalty: 3971.158447
	Iteration 15Q: 3 clusters Score -371668.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -371670.156250 Penalty: 3971.158447
	Iteration 16Q: 3 clusters Score -371670.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -371671.656250 Penalty: 3971.158447
	Iteration 17Q: 3 clusters Score -371671.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -371672.812500 Penalty: 3971.158447
	Iteration 18Q: 3 clusters Score -371672.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -371673.812500 Penalty: 3971.158447
	Iteration 19Q: 3 clusters Score -371673.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -371675.625000 Penalty: 3971.158447
	Iteration 20F: 3 clusters Score -371675.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -371678.437500 Penalty: 3971.158447
	Iteration 21Q: 3 clusters Score -371678.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -371680.468750 Penalty: 3971.158447
	Iteration 22Q: 3 clusters Score -371680.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -371682.781250 Penalty: 3971.158447
	Iteration 23Q: 3 clusters Score -371682.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -371686.250000 Penalty: 3971.158447
	Iteration 24Q: 3 clusters Score -371686.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -371687.187500 Penalty: 3971.158447
	Iteration 25Q: 3 clusters Score -371687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -371688.343750 Penalty: 3971.158447
	Iteration 26Q: 3 clusters Score -371688.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -371690.187500 Penalty: 3971.158447
	Iteration 27Q: 3 clusters Score -371690.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -371692.468750 Penalty: 3971.158447
	Iteration 28Q: 3 clusters Score -371692.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -371693.750000 Penalty: 3971.158447
	Iteration 29Q: 3 clusters Score -371693.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -371696.906250 Penalty: 3971.158447
	Iteration 30Q: 3 clusters Score -371696.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -371700.843750 Penalty: 3971.158447
	Iteration 31Q: 3 clusters Score -371700.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -371702.593750 Penalty: 3971.158447
	Iteration 32Q: 3 clusters Score -371702.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -371705.218750 Penalty: 3971.158447
	Iteration 33Q: 3 clusters Score -371705.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -371707.656250 Penalty: 3971.158447
	Iteration 34Q: 3 clusters Score -371707.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -371710.937500 Penalty: 3971.158447
	Iteration 35Q: 3 clusters Score -371710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -371711.906250 Penalty: 3971.158447
	Iteration 36Q: 3 clusters Score -371711.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -371712.968750 Penalty: 3971.158447
	Iteration 37Q: 3 clusters Score -371713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -371712.937500 Penalty: 3971.158447
	Iteration 38Q: 3 clusters Score -371712.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -371712.937500 Penalty: 3971.158447
	Iteration 39F: 3 clusters Score -371712.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Entering Unmasked Estep 
Score: -6193981.000000 Penalty: 2669.710938
	Iteration 0F: 2 clusters Score -6193981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -6162020.500000 Penalty: 5339.421875
	Iteration 0F: 3 clusters Score -6162020 nChanged 21799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -6174418.000000 Penalty: 5339.421875
	Iteration 1F: 3 clusters Score -6174418 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -6175426.500000 Penalty: 5339.421875
	Iteration 2Q: 3 clusters Score -6175426 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -6176613.000000 Penalty: 5339.421875
	Iteration 3F: 3 clusters Score -6176613 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -6178050.000000 Penalty: 5339.421875
	Iteration 4F: 3 clusters Score -6178050 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -6179606.000000 Penalty: 5339.421875
	Iteration 5F: 3 clusters Score -6179606 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -6181350.500000 Penalty: 5339.421875
	Iteration 6F: 3 clusters Score -6181350 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -6182952.500000 Penalty: 5339.421875
	Iteration 7F: 3 clusters Score -6182952 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -6184315.000000 Penalty: 5339.421875
	Iteration 8F: 3 clusters Score -6184315 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -6185472.500000 Penalty: 5339.421875
	Iteration 9Q: 3 clusters Score -6185472 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -6186505.000000 Penalty: 5339.421875
	Iteration 10Q: 3 clusters Score -6186505 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -6187534.500000 Penalty: 5339.421875
	Iteration 11Q: 3 clusters Score -6187534 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -6188537.000000 Penalty: 5339.421875
	Iteration 12Q: 3 clusters Score -6188537 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -6189454.000000 Penalty: 5339.421875
	Iteration 13Q: 3 clusters Score -6189454 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -6190241.000000 Penalty: 5339.421875
	Iteration 14Q: 3 clusters Score -6190241 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -6190807.000000 Penalty: 5339.421875
	Iteration 15Q: 3 clusters Score -6190807 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6191172.500000 Penalty: 5339.421875
	Iteration 16Q: 3 clusters Score -6191172 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6191370.500000 Penalty: 5339.421875
	Iteration 17Q: 3 clusters Score -6191370 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6191555.500000 Penalty: 5339.421875
	Iteration 18Q: 3 clusters Score -6191556 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6191674.000000 Penalty: 5339.421875
	Iteration 19Q: 3 clusters Score -6191674 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6191743.000000 Penalty: 5339.421875
	Iteration 20F: 3 clusters Score -6191743 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6191793.000000 Penalty: 5339.421875
	Iteration 21Q: 3 clusters Score -6191793 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6191834.500000 Penalty: 5339.421875
	Iteration 22Q: 3 clusters Score -6191834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6191865.000000 Penalty: 5339.421875
	Iteration 23Q: 3 clusters Score -6191865 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6191881.000000 Penalty: 5339.421875
	Iteration 24Q: 3 clusters Score -6191881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6191884.000000 Penalty: 5339.421875
	Iteration 25Q: 3 clusters Score -6191884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6191898.500000 Penalty: 5339.421875
	Iteration 26Q: 3 clusters Score -6191898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6191906.000000 Penalty: 5339.421875
	Iteration 27Q: 3 clusters Score -6191906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6191916.500000 Penalty: 5339.421875
	Iteration 28Q: 3 clusters Score -6191916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6191918.500000 Penalty: 5339.421875
	Iteration 29Q: 3 clusters Score -6191918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6191927.500000 Penalty: 5339.421875
	Iteration 30Q: 3 clusters Score -6191928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6191943.500000 Penalty: 5339.421875
	Iteration 31Q: 3 clusters Score -6191944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6191960.000000 Penalty: 5339.421875
	Iteration 32Q: 3 clusters Score -6191960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6191966.000000 Penalty: 5339.421875
	Iteration 33Q: 3 clusters Score -6191966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6191971.500000 Penalty: 5339.421875
	Iteration 34Q: 3 clusters Score -6191972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6191974.000000 Penalty: 5339.421875
	Iteration 35Q: 3 clusters Score -6191974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6191975.500000 Penalty: 5339.421875
	Iteration 36Q: 3 clusters Score -6191976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6191981.500000 Penalty: 5339.421875
	Iteration 37Q: 3 clusters Score -6191982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6191987.500000 Penalty: 5339.421875
	Iteration 38Q: 3 clusters Score -6191988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6191983.500000 Penalty: 5339.421875
	Iteration 39Q: 3 clusters Score -6191984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6191986.000000 Penalty: 5339.421875
	Iteration 40F: 3 clusters Score -6191986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6191994.500000 Penalty: 5339.421875
	Iteration 41Q: 3 clusters Score -6191994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6191993.000000 Penalty: 5339.421875
	Iteration 42Q: 3 clusters Score -6191993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6192000.500000 Penalty: 5339.421875
	Iteration 43Q: 3 clusters Score -6192000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6192003.500000 Penalty: 5339.421875
	Iteration 44Q: 3 clusters Score -6192004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6192002.000000 Penalty: 5339.421875
	Iteration 45Q: 3 clusters Score -6192002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6192003.500000 Penalty: 5339.421875
	Iteration 46Q: 3 clusters Score -6192004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6192003.500000 Penalty: 5339.421875
	Iteration 47F: 3 clusters Score -6192004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Entering Unmasked Estep 
Score: -1250097.250000 Penalty: 2286.828613
	Iteration 0F: 2 clusters Score -1250097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1242391.125000 Penalty: 4573.657227
	Iteration 0F: 3 clusters Score -1242391 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1244724.625000 Penalty: 4573.657227
	Iteration 1F: 3 clusters Score -1244725 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1245160.375000 Penalty: 4573.657227
	Iteration 2F: 3 clusters Score -1245160 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1245567.625000 Penalty: 4573.657227
	Iteration 3F: 3 clusters Score -1245568 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1245995.750000 Penalty: 4573.657227
	Iteration 4F: 3 clusters Score -1245996 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1246396.625000 Penalty: 4573.657227
	Iteration 5F: 3 clusters Score -1246397 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1246781.250000 Penalty: 4573.657227
	Iteration 6F: 3 clusters Score -1246781 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1247134.625000 Penalty: 4573.657227
	Iteration 7Q: 3 clusters Score -1247135 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1247451.500000 Penalty: 4573.657227
	Iteration 8Q: 3 clusters Score -1247452 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1247709.875000 Penalty: 4573.657227
	Iteration 9Q: 3 clusters Score -1247710 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1247945.625000 Penalty: 4573.657227
	Iteration 10Q: 3 clusters Score -1247946 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1248151.375000 Penalty: 4573.657227
	Iteration 11Q: 3 clusters Score -1248151 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1248372.125000 Penalty: 4573.657227
	Iteration 12Q: 3 clusters Score -1248372 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1248584.375000 Penalty: 4573.657227
	Iteration 13Q: 3 clusters Score -1248584 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1248819.125000 Penalty: 4573.657227
	Iteration 14Q: 3 clusters Score -1248819 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1249086.875000 Penalty: 4573.657227
	Iteration 15Q: 3 clusters Score -1249087 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1249425.125000 Penalty: 4573.657227
	Iteration 16Q: 3 clusters Score -1249425 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1249836.500000 Penalty: 4573.657227
	Iteration 17Q: 3 clusters Score -1249836 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1250097.125000 Penalty: 4573.657227
	Iteration 18Q: 3 clusters Score -1250097 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1250197.875000 Penalty: 4573.657227
	Iteration 19Q: 3 clusters Score -1250198 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1250231.250000 Penalty: 4573.657227
	Iteration 20F: 3 clusters Score -1250231 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1250247.625000 Penalty: 4573.657227
	Iteration 21Q: 3 clusters Score -1250248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1250256.625000 Penalty: 4573.657227
	Iteration 22Q: 3 clusters Score -1250257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1250261.750000 Penalty: 4573.657227
	Iteration 23Q: 3 clusters Score -1250262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1250269.375000 Penalty: 4573.657227
	Iteration 24Q: 3 clusters Score -1250269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1250273.125000 Penalty: 4573.657227
	Iteration 25Q: 3 clusters Score -1250273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1250273.125000 Penalty: 4573.657227
	Iteration 26Q: 3 clusters Score -1250273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1250276.000000 Penalty: 4573.657227
	Iteration 27Q: 3 clusters Score -1250276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1250278.875000 Penalty: 4573.657227
	Iteration 28Q: 3 clusters Score -1250279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1250277.500000 Penalty: 4573.657227
	Iteration 29Q: 3 clusters Score -1250278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1250282.000000 Penalty: 4573.657227
	Iteration 30Q: 3 clusters Score -1250282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1250287.625000 Penalty: 4573.657227
	Iteration 31Q: 3 clusters Score -1250288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1250287.250000 Penalty: 4573.657227
	Iteration 32Q: 3 clusters Score -1250287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1250291.875000 Penalty: 4573.657227
	Iteration 33Q: 3 clusters Score -1250292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1250293.125000 Penalty: 4573.657227
	Iteration 34Q: 3 clusters Score -1250293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1250297.625000 Penalty: 4573.657227
	Iteration 35Q: 3 clusters Score -1250298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1250297.500000 Penalty: 4573.657227
	Iteration 36Q: 3 clusters Score -1250298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1250296.500000 Penalty: 4573.657227
	Iteration 37Q: 3 clusters Score -1250296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1250300.500000 Penalty: 4573.657227
	Iteration 38Q: 3 clusters Score -1250300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1250305.125000 Penalty: 4573.657227
	Iteration 39Q: 3 clusters Score -1250305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1250311.375000 Penalty: 4573.657227
	Iteration 40F: 3 clusters Score -1250311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1250310.500000 Penalty: 4573.657227
	Iteration 41Q: 3 clusters Score -1250310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1250315.750000 Penalty: 4573.657227
	Iteration 42Q: 3 clusters Score -1250316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1250317.875000 Penalty: 4573.657227
	Iteration 43Q: 3 clusters Score -1250318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1250319.750000 Penalty: 4573.657227
	Iteration 44Q: 3 clusters Score -1250320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1250326.000000 Penalty: 4573.657227
	Iteration 45Q: 3 clusters Score -1250326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1250322.500000 Penalty: 4573.657227
	Iteration 46Q: 3 clusters Score -1250322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1250327.625000 Penalty: 4573.657227
	Iteration 47Q: 3 clusters Score -1250328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1250328.500000 Penalty: 4573.657227
	Iteration 48Q: 3 clusters Score -1250328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1250330.500000 Penalty: 4573.657227
	Iteration 49Q: 3 clusters Score -1250330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1250330.125000 Penalty: 4573.657227
	Iteration 50Q: 3 clusters Score -1250330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1250331.125000 Penalty: 4573.657227
	Iteration 51Q: 3 clusters Score -1250331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1250333.125000 Penalty: 4573.657227
	Iteration 52Q: 3 clusters Score -1250333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1250333.875000 Penalty: 4573.657227
	Iteration 53Q: 3 clusters Score -1250334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1250335.750000 Penalty: 4573.657227
	Iteration 54Q: 3 clusters Score -1250336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1250336.500000 Penalty: 4573.657227
	Iteration 55Q: 3 clusters Score -1250336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1250334.750000 Penalty: 4573.657227
	Iteration 56Q: 3 clusters Score -1250335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1250333.250000 Penalty: 4573.657227
	Iteration 57Q: 3 clusters Score -1250333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1250333.250000 Penalty: 4573.657227
	Iteration 58F: 3 clusters Score -1250333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129582 members 
Mstep: Class 3 contains 26669 members 
Mstep: Class 4 contains 3000 members 
Mstep: Class 5 contains 47333 members 
Mstep: Class 6 contains 5822 members 
Mstep: Class 7 contains 42316 members 
Mstep: Class 8 contains 21193 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 4484 members 
Mstep: Class 13 contains 35959 members 
Mstep: Class 14 contains 24923 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 22519 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10302 members 
Mstep: Class 22 contains 19888 members 
Mstep: Class 23 contains 11839 members 
Mstep: Class 24 contains 96768 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10239 members 
Mstep: Class 28 contains 4480 members 
Mstep: Class 29 contains 25380 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5593 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 4286 members 
Entering Unmasked Estep 
Score: -73837048.000000 Penalty: 108599.929688
Splitting cluster 6 changes total score from -73837632.000000 to -73837048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (42316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Entering Unmasked Estep 
Score: -5559603.000000 Penalty: 2641.924316
	Iteration 0F: 2 clusters Score -5559603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -5530984.000000 Penalty: 5283.848633
	Iteration 0F: 3 clusters Score -5530984 nChanged 19384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -5541687.000000 Penalty: 5283.848633
	Iteration 1F: 3 clusters Score -5541687 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -5542295.000000 Penalty: 5283.848633
	Iteration 2Q: 3 clusters Score -5542295 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -5542836.000000 Penalty: 5283.848633
	Iteration 3Q: 3 clusters Score -5542836 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -5543349.500000 Penalty: 5283.848633
	Iteration 4Q: 3 clusters Score -5543350 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -5544025.000000 Penalty: 5283.848633
	Iteration 5Q: 3 clusters Score -5544025 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -5544804.000000 Penalty: 5283.848633
	Iteration 6Q: 3 clusters Score -5544804 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -5545770.000000 Penalty: 5283.848633
	Iteration 7Q: 3 clusters Score -5545770 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -5546909.500000 Penalty: 5283.848633
	Iteration 8F: 3 clusters Score -5546910 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -5548085.000000 Penalty: 5283.848633
	Iteration 9F: 3 clusters Score -5548085 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -5549130.500000 Penalty: 5283.848633
	Iteration 10Q: 3 clusters Score -5549130 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -5550133.500000 Penalty: 5283.848633
	Iteration 11Q: 3 clusters Score -5550134 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -5551231.000000 Penalty: 5283.848633
	Iteration 12Q: 3 clusters Score -5551231 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -5552398.500000 Penalty: 5283.848633
	Iteration 13Q: 3 clusters Score -5552398 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -5553472.000000 Penalty: 5283.848633
	Iteration 14Q: 3 clusters Score -5553472 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -5554437.500000 Penalty: 5283.848633
	Iteration 15Q: 3 clusters Score -5554438 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -5555093.000000 Penalty: 5283.848633
	Iteration 16Q: 3 clusters Score -5555093 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -5555595.000000 Penalty: 5283.848633
	Iteration 17Q: 3 clusters Score -5555595 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -5555939.000000 Penalty: 5283.848633
	Iteration 18Q: 3 clusters Score -5555939 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -5556156.000000 Penalty: 5283.848633
	Iteration 19Q: 3 clusters Score -5556156 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -5556327.500000 Penalty: 5283.848633
	Iteration 20F: 3 clusters Score -5556328 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -5556455.500000 Penalty: 5283.848633
	Iteration 21Q: 3 clusters Score -5556456 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -5556526.500000 Penalty: 5283.848633
	Iteration 22Q: 3 clusters Score -5556526 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -5556623.500000 Penalty: 5283.848633
	Iteration 23Q: 3 clusters Score -5556624 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -5556711.000000 Penalty: 5283.848633
	Iteration 24Q: 3 clusters Score -5556711 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -5556785.000000 Penalty: 5283.848633
	Iteration 25Q: 3 clusters Score -5556785 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -5556836.500000 Penalty: 5283.848633
	Iteration 26Q: 3 clusters Score -5556836 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -5556914.500000 Penalty: 5283.848633
	Iteration 27Q: 3 clusters Score -5556914 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -5556942.500000 Penalty: 5283.848633
	Iteration 28Q: 3 clusters Score -5556942 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -5556977.000000 Penalty: 5283.848633
	Iteration 29Q: 3 clusters Score -5556977 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -5557013.500000 Penalty: 5283.848633
	Iteration 30Q: 3 clusters Score -5557014 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -5557034.000000 Penalty: 5283.848633
	Iteration 31Q: 3 clusters Score -5557034 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -5557093.500000 Penalty: 5283.848633
	Iteration 32Q: 3 clusters Score -5557094 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -5557126.500000 Penalty: 5283.848633
	Iteration 33Q: 3 clusters Score -5557126 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -5557149.500000 Penalty: 5283.848633
	Iteration 34Q: 3 clusters Score -5557150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -5557178.000000 Penalty: 5283.848633
	Iteration 35Q: 3 clusters Score -5557178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -5557206.000000 Penalty: 5283.848633
	Iteration 36Q: 3 clusters Score -5557206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -5557205.000000 Penalty: 5283.848633
	Iteration 37Q: 3 clusters Score -5557205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -5557222.500000 Penalty: 5283.848633
	Iteration 38Q: 3 clusters Score -5557222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -5557227.000000 Penalty: 5283.848633
	Iteration 39Q: 3 clusters Score -5557227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -5557230.000000 Penalty: 5283.848633
	Iteration 40F: 3 clusters Score -5557230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -5557242.000000 Penalty: 5283.848633
	Iteration 41Q: 3 clusters Score -5557242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -5557254.000000 Penalty: 5283.848633
	Iteration 42Q: 3 clusters Score -5557254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -5557270.000000 Penalty: 5283.848633
	Iteration 43Q: 3 clusters Score -5557270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -5557284.000000 Penalty: 5283.848633
	Iteration 44Q: 3 clusters Score -5557284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -5557298.500000 Penalty: 5283.848633
	Iteration 45Q: 3 clusters Score -5557298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -5557306.500000 Penalty: 5283.848633
	Iteration 46Q: 3 clusters Score -5557306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -5557316.500000 Penalty: 5283.848633
	Iteration 47Q: 3 clusters Score -5557316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -5557329.000000 Penalty: 5283.848633
	Iteration 48Q: 3 clusters Score -5557329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -5557343.000000 Penalty: 5283.848633
	Iteration 49Q: 3 clusters Score -5557343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -5557339.000000 Penalty: 5283.848633
	Iteration 50Q: 3 clusters Score -5557339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -5557344.000000 Penalty: 5283.848633
	Iteration 51Q: 3 clusters Score -5557344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -5557341.500000 Penalty: 5283.848633
	Iteration 52Q: 3 clusters Score -5557342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -5557346.000000 Penalty: 5283.848633
	Iteration 53Q: 3 clusters Score -5557346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -5557344.500000 Penalty: 5283.848633
	Iteration 54Q: 3 clusters Score -5557344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -5557352.500000 Penalty: 5283.848633
	Iteration 55Q: 3 clusters Score -5557352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -5557358.000000 Penalty: 5283.848633
	Iteration 56Q: 3 clusters Score -5557358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -5557360.500000 Penalty: 5283.848633
	Iteration 57Q: 3 clusters Score -5557360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -5557363.500000 Penalty: 5283.848633
	Iteration 58Q: 3 clusters Score -5557364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -5557362.500000 Penalty: 5283.848633
	Iteration 59Q: 3 clusters Score -5557362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -5557361.500000 Penalty: 5283.848633
	Iteration 60F: 3 clusters Score -5557362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -5557360.500000 Penalty: 5283.848633
	Iteration 61Q: 3 clusters Score -5557360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -5557360.500000 Penalty: 5283.848633
	Iteration 62F: 3 clusters Score -5557360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Entering Unmasked Estep 
Score: -2747049.500000 Penalty: 2470.433594
	Iteration 0F: 2 clusters Score -2747050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2732202.500000 Penalty: 4940.867188
	Iteration 0F: 3 clusters Score -2732202 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2737440.250000 Penalty: 4940.867188
	Iteration 1F: 3 clusters Score -2737440 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2738062.250000 Penalty: 4940.867188
	Iteration 2F: 3 clusters Score -2738062 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2738845.750000 Penalty: 4940.867188
	Iteration 3F: 3 clusters Score -2738846 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2740022.500000 Penalty: 4940.867188
	Iteration 4F: 3 clusters Score -2740022 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2741517.000000 Penalty: 4940.867188
	Iteration 5F: 3 clusters Score -2741517 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2742950.000000 Penalty: 4940.867188
	Iteration 6F: 3 clusters Score -2742950 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2743924.250000 Penalty: 4940.867188
	Iteration 7F: 3 clusters Score -2743924 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2744545.750000 Penalty: 4940.867188
	Iteration 8Q: 3 clusters Score -2744546 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2744927.000000 Penalty: 4940.867188
	Iteration 9Q: 3 clusters Score -2744927 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2745166.000000 Penalty: 4940.867188
	Iteration 10Q: 3 clusters Score -2745166 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2745329.500000 Penalty: 4940.867188
	Iteration 11Q: 3 clusters Score -2745330 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2745457.500000 Penalty: 4940.867188
	Iteration 12Q: 3 clusters Score -2745458 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2745536.000000 Penalty: 4940.867188
	Iteration 13Q: 3 clusters Score -2745536 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2745576.250000 Penalty: 4940.867188
	Iteration 14Q: 3 clusters Score -2745576 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2745600.750000 Penalty: 4940.867188
	Iteration 15Q: 3 clusters Score -2745601 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2745610.500000 Penalty: 4940.867188
	Iteration 16Q: 3 clusters Score -2745610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2745624.500000 Penalty: 4940.867188
	Iteration 17Q: 3 clusters Score -2745624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2745637.000000 Penalty: 4940.867188
	Iteration 18Q: 3 clusters Score -2745637 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2745644.250000 Penalty: 4940.867188
	Iteration 19Q: 3 clusters Score -2745644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2745650.250000 Penalty: 4940.867188
	Iteration 20F: 3 clusters Score -2745650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2745659.250000 Penalty: 4940.867188
	Iteration 21Q: 3 clusters Score -2745659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2745663.500000 Penalty: 4940.867188
	Iteration 22Q: 3 clusters Score -2745664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2745671.500000 Penalty: 4940.867188
	Iteration 23Q: 3 clusters Score -2745672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2745682.750000 Penalty: 4940.867188
	Iteration 24Q: 3 clusters Score -2745683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2745682.000000 Penalty: 4940.867188
	Iteration 25Q: 3 clusters Score -2745682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2745685.000000 Penalty: 4940.867188
	Iteration 26Q: 3 clusters Score -2745685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2745685.250000 Penalty: 4940.867188
	Iteration 27Q: 3 clusters Score -2745685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2745690.750000 Penalty: 4940.867188
	Iteration 28Q: 3 clusters Score -2745691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2745689.000000 Penalty: 4940.867188
	Iteration 29Q: 3 clusters Score -2745689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2745686.750000 Penalty: 4940.867188
	Iteration 30Q: 3 clusters Score -2745687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2745685.250000 Penalty: 4940.867188
	Iteration 31Q: 3 clusters Score -2745685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2745688.000000 Penalty: 4940.867188
	Iteration 32Q: 3 clusters Score -2745688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2745687.250000 Penalty: 4940.867188
	Iteration 33Q: 3 clusters Score -2745687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2745691.500000 Penalty: 4940.867188
	Iteration 34Q: 3 clusters Score -2745692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2745687.750000 Penalty: 4940.867188
	Iteration 35Q: 3 clusters Score -2745688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -2745690.750000 Penalty: 4940.867188
	Iteration 36Q: 3 clusters Score -2745691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2745688.750000 Penalty: 4940.867188
	Iteration 37Q: 3 clusters Score -2745689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2745690.750000 Penalty: 4940.867188
	Iteration 38Q: 3 clusters Score -2745691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2745693.750000 Penalty: 4940.867188
	Iteration 39Q: 3 clusters Score -2745694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2745695.250000 Penalty: 4940.867188
	Iteration 40F: 3 clusters Score -2745695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2745698.500000 Penalty: 4940.867188
	Iteration 41Q: 3 clusters Score -2745698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2745696.750000 Penalty: 4940.867188
	Iteration 42Q: 3 clusters Score -2745697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2745693.750000 Penalty: 4940.867188
	Iteration 43Q: 3 clusters Score -2745694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2745695.500000 Penalty: 4940.867188
	Iteration 44Q: 3 clusters Score -2745696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2745698.750000 Penalty: 4940.867188
	Iteration 45Q: 3 clusters Score -2745699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2745695.750000 Penalty: 4940.867188
	Iteration 46Q: 3 clusters Score -2745696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2745698.250000 Penalty: 4940.867188
	Iteration 47Q: 3 clusters Score -2745698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2745697.500000 Penalty: 4940.867188
	Iteration 48Q: 3 clusters Score -2745698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2745700.500000 Penalty: 4940.867188
	Iteration 49Q: 3 clusters Score -2745700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2745698.000000 Penalty: 4940.867188
	Iteration 50Q: 3 clusters Score -2745698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2745696.500000 Penalty: 4940.867188
	Iteration 51Q: 3 clusters Score -2745696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2745701.000000 Penalty: 4940.867188
	Iteration 52Q: 3 clusters Score -2745701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2745700.000000 Penalty: 4940.867188
	Iteration 53Q: 3 clusters Score -2745700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2745698.250000 Penalty: 4940.867188
	Iteration 54Q: 3 clusters Score -2745698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2745706.750000 Penalty: 4940.867188
	Iteration 55Q: 3 clusters Score -2745707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2745706.500000 Penalty: 4940.867188
	Iteration 56Q: 3 clusters Score -2745706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2745711.000000 Penalty: 4940.867188
	Iteration 57Q: 3 clusters Score -2745711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2745712.750000 Penalty: 4940.867188
	Iteration 58Q: 3 clusters Score -2745713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2745713.250000 Penalty: 4940.867188
	Iteration 59Q: 3 clusters Score -2745713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2745713.250000 Penalty: 4940.867188
	Iteration 60F: 3 clusters Score -2745713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -630979.062500 Penalty: 2101.985107
	Iteration 0F: 2 clusters Score -630979.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -626563.812500 Penalty: 4203.970215
	Iteration 0F: 3 clusters Score -626563.8 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -627630.500000 Penalty: 4203.970215
	Iteration 1F: 3 clusters Score -627630.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -627933.812500 Penalty: 4203.970215
	Iteration 2F: 3 clusters Score -627933.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -628190.312500 Penalty: 4203.970215
	Iteration 3F: 3 clusters Score -628190.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -628439.687500 Penalty: 4203.970215
	Iteration 4F: 3 clusters Score -628439.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -628708.312500 Penalty: 4203.970215
	Iteration 5F: 3 clusters Score -628708.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -628959.250000 Penalty: 4203.970215
	Iteration 6F: 3 clusters Score -628959.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -629163.500000 Penalty: 4203.970215
	Iteration 7F: 3 clusters Score -629163.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -629329.750000 Penalty: 4203.970215
	Iteration 8Q: 3 clusters Score -629329.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -629452.375000 Penalty: 4203.970215
	Iteration 9Q: 3 clusters Score -629452.4 nChanged 145
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: -629551.500000 Penalty: 4203.970215
	Iteration 10Q: 3 clusters Score -629551.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -629610.875000 Penalty: 4203.970215
	Iteration 11Q: 3 clusters Score -629610.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -629656.812500 Penalty: 4203.970215
	Iteration 12Q: 3 clusters Score -629656.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -629683.312500 Penalty: 4203.970215
	Iteration 13Q: 3 clusters Score -629683.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -629695.125000 Penalty: 4203.970215
	Iteration 14Q: 3 clusters Score -629695.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -629704.375000 Penalty: 4203.970215
	Iteration 15Q: 3 clusters Score -629704.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -629710.250000 Penalty: 4203.970215
	Iteration 16Q: 3 clusters Score -629710.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -629715.687500 Penalty: 4203.970215
	Iteration 17Q: 3 clusters Score -629715.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -629718.875000 Penalty: 4203.970215
	Iteration 18Q: 3 clusters Score -629718.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -629722.375000 Penalty: 4203.970215
	Iteration 19Q: 3 clusters Score -629722.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -629725.187500 Penalty: 4203.970215
	Iteration 20F: 3 clusters Score -629725.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -629726.312500 Penalty: 4203.970215
	Iteration 21Q: 3 clusters Score -629726.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -629729.500000 Penalty: 4203.970215
	Iteration 22Q: 3 clusters Score -629729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -629729.500000 Penalty: 4203.970215
	Iteration 23Q: 3 clusters Score -629729.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -629729.500000 Penalty: 4203.970215
	Iteration 24F: 3 clusters Score -629729.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -82600.718750 Penalty: 1643.754272
	Iteration 0F: 2 clusters Score -82600.72 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 381 members 
Entering Unmasked Estep 
Score: -80979.726562 Penalty: 3287.508545
	Iteration 0F: 3 clusters Score -80979.73 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -81552.617188 Penalty: 3287.508545
	Iteration 1F: 3 clusters Score -81552.62 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -81848.960938 Penalty: 3287.508545
	Iteration 2F: 3 clusters Score -81848.96 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -82028.554688 Penalty: 3287.508545
	Iteration 3F: 3 clusters Score -82028.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -82092.468750 Penalty: 3287.508545
	Iteration 4Q: 3 clusters Score -82092.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -82111.210938 Penalty: 3287.508545
	Iteration 5Q: 3 clusters Score -82111.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -82120.093750 Penalty: 3287.508545
	Iteration 6Q: 3 clusters Score -82120.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -82131.718750 Penalty: 3287.508545
	Iteration 7Q: 3 clusters Score -82131.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -82136.109375 Penalty: 3287.508545
	Iteration 8Q: 3 clusters Score -82136.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -82136.781250 Penalty: 3287.508545
	Iteration 9Q: 3 clusters Score -82136.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -82136.781250 Penalty: 3287.508545
	Iteration 10F: 3 clusters Score -82136.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Entering Unmasked Estep 
Score: -333064.000000 Penalty: 1936.060669
	Iteration 0F: 2 clusters Score -333064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -330147.343750 Penalty: 3872.121338
	Iteration 0F: 3 clusters Score -330147.3 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -330632.375000 Penalty: 3872.121338
	Iteration 1F: 3 clusters Score -330632.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -330769.593750 Penalty: 3872.121338
	Iteration 2F: 3 clusters Score -330769.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -330831.875000 Penalty: 3872.121338
	Iteration 3Q: 3 clusters Score -330831.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -330865.937500 Penalty: 3872.121338
	Iteration 4Q: 3 clusters Score -330865.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -330897.343750 Penalty: 3872.121338
	Iteration 5Q: 3 clusters Score -330897.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -330923.187500 Penalty: 3872.121338
	Iteration 6Q: 3 clusters Score -330923.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -330939.687500 Penalty: 3872.121338
	Iteration 7Q: 3 clusters Score -330939.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -330952.437500 Penalty: 3872.121338
	Iteration 8Q: 3 clusters Score -330952.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -330961.531250 Penalty: 3872.121338
	Iteration 9Q: 3 clusters Score -330961.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -330968.281250 Penalty: 3872.121338
	Iteration 10Q: 3 clusters Score -330968.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -330973.062500 Penalty: 3872.121338
	Iteration 11Q: 3 clusters Score -330973.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -330976.500000 Penalty: 3872.121338
	Iteration 12Q: 3 clusters Score -330976.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -330978.968750 Penalty: 3872.121338
	Iteration 13Q: 3 clusters Score -330979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -330980.937500 Penalty: 3872.121338
	Iteration 14Q: 3 clusters Score -330980.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -330981.656250 Penalty: 3872.121338
	Iteration 15Q: 3 clusters Score -330981.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -330982.593750 Penalty: 3872.121338
	Iteration 16Q: 3 clusters Score -330982.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -330983.906250 Penalty: 3872.121338
	Iteration 17Q: 3 clusters Score -330983.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -330986.281250 Penalty: 3872.121338
	Iteration 18Q: 3 clusters Score -330986.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -330988.062500 Penalty: 3872.121338
	Iteration 19Q: 3 clusters Score -330988.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -330989.437500 Penalty: 3872.121338
	Iteration 20F: 3 clusters Score -330989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -330990.375000 Penalty: 3872.121338
	Iteration 21Q: 3 clusters Score -330990.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -330992.656250 Penalty: 3872.121338
	Iteration 22Q: 3 clusters Score -330992.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -330993.000000 Penalty: 3872.121338
	Iteration 23Q: 3 clusters Score -330993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -330993.000000 Penalty: 3872.121338
	Iteration 24F: 3 clusters Score -330993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Entering Unmasked Estep 
Score: -581389.750000 Penalty: 2085.251221
	Iteration 0F: 2 clusters Score -581389.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -577160.312500 Penalty: 4170.502441
	Iteration 0F: 3 clusters Score -577160.3 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -578175.437500 Penalty: 4170.502441
	Iteration 1F: 3 clusters Score -578175.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -578373.750000 Penalty: 4170.502441
	Iteration 2F: 3 clusters Score -578373.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -578483.937500 Penalty: 4170.502441
	Iteration 3Q: 3 clusters Score -578483.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -578548.187500 Penalty: 4170.502441
	Iteration 4Q: 3 clusters Score -578548.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -578604.187500 Penalty: 4170.502441
	Iteration 5Q: 3 clusters Score -578604.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -578643.187500 Penalty: 4170.502441
	Iteration 6Q: 3 clusters Score -578643.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -578672.312500 Penalty: 4170.502441
	Iteration 7Q: 3 clusters Score -578672.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -578699.562500 Penalty: 4170.502441
	Iteration 8Q: 3 clusters Score -578699.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -578727.562500 Penalty: 4170.502441
	Iteration 9Q: 3 clusters Score -578727.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -578750.250000 Penalty: 4170.502441
	Iteration 10Q: 3 clusters Score -578750.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -578779.250000 Penalty: 4170.502441
	Iteration 11Q: 3 clusters Score -578779.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -578810.125000 Penalty: 4170.502441
	Iteration 12Q: 3 clusters Score -578810.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -578836.250000 Penalty: 4170.502441
	Iteration 13Q: 3 clusters Score -578836.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -578862.375000 Penalty: 4170.502441
	Iteration 14Q: 3 clusters Score -578862.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -578888.875000 Penalty: 4170.502441
	Iteration 15Q: 3 clusters Score -578888.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -578916.562500 Penalty: 4170.502441
	Iteration 16Q: 3 clusters Score -578916.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -578942.500000 Penalty: 4170.502441
	Iteration 17Q: 3 clusters Score -578942.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -578979.125000 Penalty: 4170.502441
	Iteration 18Q: 3 clusters Score -578979.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -579012.125000 Penalty: 4170.502441
	Iteration 19Q: 3 clusters Score -579012.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -579032.062500 Penalty: 4170.502441
	Iteration 20F: 3 clusters Score -579032.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -579047.750000 Penalty: 4170.502441
	Iteration 21Q: 3 clusters Score -579047.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -579062.625000 Penalty: 4170.502441
	Iteration 22Q: 3 clusters Score -579062.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -579075.687500 Penalty: 4170.502441
	Iteration 23Q: 3 clusters Score -579075.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -579089.437500 Penalty: 4170.502441
	Iteration 24Q: 3 clusters Score -579089.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -579105.000000 Penalty: 4170.502441
	Iteration 25Q: 3 clusters Score -579105 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -579122.875000 Penalty: 4170.502441
	Iteration 26Q: 3 clusters Score -579122.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -579135.000000 Penalty: 4170.502441
	Iteration 27Q: 3 clusters Score -579135 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -579148.437500 Penalty: 4170.502441
	Iteration 28Q: 3 clusters Score -579148.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -579162.250000 Penalty: 4170.502441
	Iteration 29Q: 3 clusters Score -579162.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -579174.500000 Penalty: 4170.502441
	Iteration 30Q: 3 clusters Score -579174.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -579184.812500 Penalty: 4170.502441
	Iteration 31Q: 3 clusters Score -579184.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -579201.625000 Penalty: 4170.502441
	Iteration 32Q: 3 clusters Score -579201.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -579214.687500 Penalty: 4170.502441
	Iteration 33Q: 3 clusters Score -579214.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -579228.875000 Penalty: 4170.502441
	Iteration 34Q: 3 clusters Score -579228.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -579245.062500 Penalty: 4170.502441
	Iteration 35Q: 3 clusters Score -579245.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -579264.812500 Penalty: 4170.502441
	Iteration 36Q: 3 clusters Score -579264.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -579278.062500 Penalty: 4170.502441
	Iteration 37Q: 3 clusters Score -579278.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -579295.187500 Penalty: 4170.502441
	Iteration 38Q: 3 clusters Score -579295.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -579312.750000 Penalty: 4170.502441
	Iteration 39Q: 3 clusters Score -579312.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -579329.187500 Penalty: 4170.502441
	Iteration 40F: 3 clusters Score -579329.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -579340.562500 Penalty: 4170.502441
	Iteration 41Q: 3 clusters Score -579340.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -579354.812500 Penalty: 4170.502441
	Iteration 42Q: 3 clusters Score -579354.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -579367.875000 Penalty: 4170.502441
	Iteration 43Q: 3 clusters Score -579367.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -579376.812500 Penalty: 4170.502441
	Iteration 44Q: 3 clusters Score -579376.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -579386.250000 Penalty: 4170.502441
	Iteration 45Q: 3 clusters Score -579386.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -579394.187500 Penalty: 4170.502441
	Iteration 46Q: 3 clusters Score -579394.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -579402.312500 Penalty: 4170.502441
	Iteration 47Q: 3 clusters Score -579402.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -579406.750000 Penalty: 4170.502441
	Iteration 48Q: 3 clusters Score -579406.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -579411.687500 Penalty: 4170.502441
	Iteration 49Q: 3 clusters Score -579411.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -579418.125000 Penalty: 4170.502441
	Iteration 50Q: 3 clusters Score -579418.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -579428.687500 Penalty: 4170.502441
	Iteration 51Q: 3 clusters Score -579428.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -579436.375000 Penalty: 4170.502441
	Iteration 52Q: 3 clusters Score -579436.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -579445.187500 Penalty: 4170.502441
	Iteration 53Q: 3 clusters Score -579445.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -579453.312500 Penalty: 4170.502441
	Iteration 54Q: 3 clusters Score -579453.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -579462.562500 Penalty: 4170.502441
	Iteration 55Q: 3 clusters Score -579462.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -579469.437500 Penalty: 4170.502441
	Iteration 56Q: 3 clusters Score -579469.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -579475.562500 Penalty: 4170.502441
	Iteration 57Q: 3 clusters Score -579475.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -579483.625000 Penalty: 4170.502441
	Iteration 58Q: 3 clusters Score -579483.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -579488.437500 Penalty: 4170.502441
	Iteration 59Q: 3 clusters Score -579488.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -579491.125000 Penalty: 4170.502441
	Iteration 60F: 3 clusters Score -579491.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -579494.750000 Penalty: 4170.502441
	Iteration 61Q: 3 clusters Score -579494.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -579497.375000 Penalty: 4170.502441
	Iteration 62Q: 3 clusters Score -579497.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -579502.312500 Penalty: 4170.502441
	Iteration 63Q: 3 clusters Score -579502.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -579506.812500 Penalty: 4170.502441
	Iteration 64Q: 3 clusters Score -579506.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -579509.625000 Penalty: 4170.502441
	Iteration 65Q: 3 clusters Score -579509.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -579513.500000 Penalty: 4170.502441
	Iteration 66Q: 3 clusters Score -579513.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -579518.687500 Penalty: 4170.502441
	Iteration 67Q: 3 clusters Score -579518.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -579521.125000 Penalty: 4170.502441
	Iteration 68Q: 3 clusters Score -579521.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -579522.937500 Penalty: 4170.502441
	Iteration 69Q: 3 clusters Score -579522.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -579525.062500 Penalty: 4170.502441
	Iteration 70Q: 3 clusters Score -579525.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -579525.625000 Penalty: 4170.502441
	Iteration 71Q: 3 clusters Score -579525.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -579526.687500 Penalty: 4170.502441
	Iteration 72Q: 3 clusters Score -579526.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -579528.500000 Penalty: 4170.502441
	Iteration 73Q: 3 clusters Score -579528.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -579528.812500 Penalty: 4170.502441
	Iteration 74Q: 3 clusters Score -579528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -579531.625000 Penalty: 4170.502441
	Iteration 75Q: 3 clusters Score -579531.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -579531.500000 Penalty: 4170.502441
	Iteration 76Q: 3 clusters Score -579531.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -579531.437500 Penalty: 4170.502441
	Iteration 77Q: 3 clusters Score -579531.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -579531.875000 Penalty: 4170.502441
	Iteration 78Q: 3 clusters Score -579531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -579533.562500 Penalty: 4170.502441
	Iteration 79Q: 3 clusters Score -579533.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -579534.562500 Penalty: 4170.502441
	Iteration 80F: 3 clusters Score -579534.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -579535.625000 Penalty: 4170.502441
	Iteration 81Q: 3 clusters Score -579535.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -579537.562500 Penalty: 4170.502441
	Iteration 82Q: 3 clusters Score -579537.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -579540.437500 Penalty: 4170.502441
	Iteration 83Q: 3 clusters Score -579540.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -579542.250000 Penalty: 4170.502441
	Iteration 84Q: 3 clusters Score -579542.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -579542.062500 Penalty: 4170.502441
	Iteration 85Q: 3 clusters Score -579542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -579543.750000 Penalty: 4170.502441
	Iteration 86Q: 3 clusters Score -579543.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -579544.062500 Penalty: 4170.502441
	Iteration 87Q: 3 clusters Score -579544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -579544.312500 Penalty: 4170.502441
	Iteration 88Q: 3 clusters Score -579544.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -579547.125000 Penalty: 4170.502441
	Iteration 89Q: 3 clusters Score -579547.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -579548.500000 Penalty: 4170.502441
	Iteration 90Q: 3 clusters Score -579548.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -579551.625000 Penalty: 4170.502441
	Iteration 91Q: 3 clusters Score -579551.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -579553.937500 Penalty: 4170.502441
	Iteration 92Q: 3 clusters Score -579553.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -579555.125000 Penalty: 4170.502441
	Iteration 93Q: 3 clusters Score -579555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -579555.875000 Penalty: 4170.502441
	Iteration 94Q: 3 clusters Score -579555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -579558.687500 Penalty: 4170.502441
	Iteration 95Q: 3 clusters Score -579558.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -579559.875000 Penalty: 4170.502441
	Iteration 96Q: 3 clusters Score -579559.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -579559.875000 Penalty: 4170.502441
	Iteration 97F: 3 clusters Score -579559.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Entering Unmasked Estep 
Score: -4752824.500000 Penalty: 2601.553223
	Iteration 0F: 2 clusters Score -4752824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -4728453.000000 Penalty: 5203.106445
	Iteration 0F: 3 clusters Score -4728453 nChanged 16375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -4737403.500000 Penalty: 5203.106445
	Iteration 1F: 3 clusters Score -4737404 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -4738242.500000 Penalty: 5203.106445
	Iteration 2F: 3 clusters Score -4738242 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -4739250.000000 Penalty: 5203.106445
	Iteration 3F: 3 clusters Score -4739250 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -4740417.500000 Penalty: 5203.106445
	Iteration 4F: 3 clusters Score -4740418 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -4741815.500000 Penalty: 5203.106445
	Iteration 5F: 3 clusters Score -4741816 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -4743474.500000 Penalty: 5203.106445
	Iteration 6F: 3 clusters Score -4743474 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -4745227.000000 Penalty: 5203.106445
	Iteration 7F: 3 clusters Score -4745227 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -4746773.000000 Penalty: 5203.106445
	Iteration 8F: 3 clusters Score -4746773 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -4748188.500000 Penalty: 5203.106445
	Iteration 9Q: 3 clusters Score -4748188 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -4749163.000000 Penalty: 5203.106445
	Iteration 10Q: 3 clusters Score -4749163 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -4749841.500000 Penalty: 5203.106445
	Iteration 11Q: 3 clusters Score -4749842 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -4750182.500000 Penalty: 5203.106445
	Iteration 12Q: 3 clusters Score -4750182 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -4750373.000000 Penalty: 5203.106445
	Iteration 13Q: 3 clusters Score -4750373 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -4750462.500000 Penalty: 5203.106445
	Iteration 14Q: 3 clusters Score -4750462 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4750508.500000 Penalty: 5203.106445
	Iteration 15Q: 3 clusters Score -4750508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -4750540.000000 Penalty: 5203.106445
	Iteration 16Q: 3 clusters Score -4750540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -4750566.500000 Penalty: 5203.106445
	Iteration 17Q: 3 clusters Score -4750566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -4750585.000000 Penalty: 5203.106445
	Iteration 18Q: 3 clusters Score -4750585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -4750595.500000 Penalty: 5203.106445
	Iteration 19Q: 3 clusters Score -4750596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -4750603.500000 Penalty: 5203.106445
	Iteration 20F: 3 clusters Score -4750604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -4750610.500000 Penalty: 5203.106445
	Iteration 21Q: 3 clusters Score -4750610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -4750618.000000 Penalty: 5203.106445
	Iteration 22Q: 3 clusters Score -4750618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -4750621.000000 Penalty: 5203.106445
	Iteration 23Q: 3 clusters Score -4750621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -4750624.000000 Penalty: 5203.106445
	Iteration 24Q: 3 clusters Score -4750624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -4750630.000000 Penalty: 5203.106445
	Iteration 25Q: 3 clusters Score -4750630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -4750629.000000 Penalty: 5203.106445
	Iteration 26Q: 3 clusters Score -4750629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -4750629.000000 Penalty: 5203.106445
	Iteration 27F: 3 clusters Score -4750629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Entering Unmasked Estep 
Score: -3188971.750000 Penalty: 2510.639648
	Iteration 0F: 2 clusters Score -3188972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3171672.250000 Penalty: 5021.279297
	Iteration 0F: 3 clusters Score -3171672 nChanged 11179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3178153.750000 Penalty: 5021.279297
	Iteration 1F: 3 clusters Score -3178154 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3179649.000000 Penalty: 5021.279297
	Iteration 2F: 3 clusters Score -3179649 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -3182027.250000 Penalty: 5021.279297
	Iteration 3F: 3 clusters Score -3182027 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -3184458.000000 Penalty: 5021.279297
	Iteration 4F: 3 clusters Score -3184458 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -3185979.750000 Penalty: 5021.279297
	Iteration 5F: 3 clusters Score -3185980 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -3186631.250000 Penalty: 5021.279297
	Iteration 6F: 3 clusters Score -3186631 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -3186877.250000 Penalty: 5021.279297
	Iteration 7Q: 3 clusters Score -3186877 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3186987.250000 Penalty: 5021.279297
	Iteration 8Q: 3 clusters Score -3186987 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3187035.250000 Penalty: 5021.279297
	Iteration 9Q: 3 clusters Score -3187035 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -3187044.000000 Penalty: 5021.279297
	Iteration 10Q: 3 clusters Score -3187044 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3187058.250000 Penalty: 5021.279297
	Iteration 11Q: 3 clusters Score -3187058 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -3187061.250000 Penalty: 5021.279297
	Iteration 12Q: 3 clusters Score -3187061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -3187071.250000 Penalty: 5021.279297
	Iteration 13Q: 3 clusters Score -3187071 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3187084.250000 Penalty: 5021.279297
	Iteration 14Q: 3 clusters Score -3187084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -3187089.500000 Penalty: 5021.279297
	Iteration 15Q: 3 clusters Score -3187090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3187093.500000 Penalty: 5021.279297
	Iteration 16Q: 3 clusters Score -3187094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3187093.250000 Penalty: 5021.279297
	Iteration 17Q: 3 clusters Score -3187093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3187094.000000 Penalty: 5021.279297
	Iteration 18Q: 3 clusters Score -3187094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -3187092.500000 Penalty: 5021.279297
	Iteration 19Q: 3 clusters Score -3187092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -3187088.000000 Penalty: 5021.279297
	Iteration 20F: 3 clusters Score -3187088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3187089.250000 Penalty: 5021.279297
	Iteration 21Q: 3 clusters Score -3187089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -3187089.750000 Penalty: 5021.279297
	Iteration 22Q: 3 clusters Score -3187090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3187091.750000 Penalty: 5021.279297
	Iteration 23Q: 3 clusters Score -3187092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -3187096.000000 Penalty: 5021.279297
	Iteration 24Q: 3 clusters Score -3187096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -3187098.000000 Penalty: 5021.279297
	Iteration 25Q: 3 clusters Score -3187098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3187097.250000 Penalty: 5021.279297
	Iteration 26Q: 3 clusters Score -3187097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -3187100.750000 Penalty: 5021.279297
	Iteration 27Q: 3 clusters Score -3187101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -3187101.750000 Penalty: 5021.279297
	Iteration 28Q: 3 clusters Score -3187102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -3187102.000000 Penalty: 5021.279297
	Iteration 29Q: 3 clusters Score -3187102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -3187102.000000 Penalty: 5021.279297
	Iteration 30F: 3 clusters Score -3187102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Entering Unmasked Estep 
Score: -72120.664062 Penalty: 1611.947144
	Iteration 0F: 2 clusters Score -72120.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70603.468750 Penalty: 3223.894287
	Iteration 0F: 3 clusters Score -70603.47 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -71066.945312 Penalty: 3223.894287
	Iteration 1F: 3 clusters Score -71066.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -71285.585938 Penalty: 3223.894287
	Iteration 2F: 3 clusters Score -71285.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -71475.882812 Penalty: 3223.894287
	Iteration 3F: 3 clusters Score -71475.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -71606.710938 Penalty: 3223.894287
	Iteration 4Q: 3 clusters Score -71606.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -71733.210938 Penalty: 3223.894287
	Iteration 5Q: 3 clusters Score -71733.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71825.929688 Penalty: 3223.894287
	Iteration 6Q: 3 clusters Score -71825.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71916.492188 Penalty: 3223.894287
	Iteration 7Q: 3 clusters Score -71916.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72022.375000 Penalty: 3223.894287
	Iteration 8Q: 3 clusters Score -72022.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -72253.226562 Penalty: 3223.894287
	Iteration 9Q: 3 clusters Score -72253.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -72561.546875 Penalty: 3223.894287
	Iteration 10Q: 3 clusters Score -72561.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -72841.343750 Penalty: 3223.894287
	Iteration 11Q: 3 clusters Score -72841.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -72906.625000 Penalty: 3223.894287
	Iteration 12Q: 3 clusters Score -72906.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -72986.054688 Penalty: 3223.894287
	Iteration 13Q: 3 clusters Score -72986.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -72993.117188 Penalty: 3223.894287
	Iteration 14Q: 3 clusters Score -72993.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -73000.328125 Penalty: 3223.894287
	Iteration 15F: 3 clusters Score -73000.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -73022.914062 Penalty: 3223.894287
	Iteration 16Q: 3 clusters Score -73022.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -73060.906250 Penalty: 3223.894287
	Iteration 17Q: 3 clusters Score -73060.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73084.023438 Penalty: 3223.894287
	Iteration 18Q: 3 clusters Score -73084.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -73094.000000 Penalty: 3223.894287
	Iteration 19Q: 3 clusters Score -73094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -73094.000000 Penalty: 3223.894287
	Iteration 20F: 3 clusters Score -73094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129582 members 
Mstep: Class 3 contains 26669 members 
Mstep: Class 4 contains 3000 members 
Mstep: Class 5 contains 47333 members 
Mstep: Class 6 contains 10108 members 
Mstep: Class 7 contains 42316 members 
Mstep: Class 8 contains 21193 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 4484 members 
Mstep: Class 13 contains 35959 members 
Mstep: Class 14 contains 24923 members 
Mstep: Class 15 contains 216 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 22519 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10302 members 
Mstep: Class 22 contains 19888 members 
Mstep: Class 23 contains 11839 members 
Mstep: Class 24 contains 96768 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10239 members 
Mstep: Class 28 contains 4480 members 
Mstep: Class 29 contains 25380 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5593 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 449 members 
Entering Unmasked Estep 
Score: -73837064.000000 Penalty: 108599.929688
Splitting cluster 15 changes total score from -73837632.000000 to -73837064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Entering Unmasked Estep 
Score: -150146.125000 Penalty: 1792.099854
	Iteration 0F: 2 clusters Score -150146.1 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 685 members 
Entering Unmasked Estep 
Score: -148088.593750 Penalty: 3584.199707
	Iteration 0F: 3 clusters Score -148088.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -148680.937500 Penalty: 3584.199707
	Iteration 1F: 3 clusters Score -148680.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -148952.640625 Penalty: 3584.199707
	Iteration 2F: 3 clusters Score -148952.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -149187.531250 Penalty: 3584.199707
	Iteration 3F: 3 clusters Score -149187.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -149404.765625 Penalty: 3584.199707
	Iteration 4F: 3 clusters Score -149404.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -149624.015625 Penalty: 3584.199707
	Iteration 5F: 3 clusters Score -149624 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -149956.375000 Penalty: 3584.199707
	Iteration 6F: 3 clusters Score -149956.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -150254.656250 Penalty: 3584.199707
	Iteration 7Q: 3 clusters Score -150254.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -150412.093750 Penalty: 3584.199707
	Iteration 8Q: 3 clusters Score -150412.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -150451.687500 Penalty: 3584.199707
	Iteration 9Q: 3 clusters Score -150451.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -150503.500000 Penalty: 3584.199707
	Iteration 10Q: 3 clusters Score -150503.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -150536.640625 Penalty: 3584.199707
	Iteration 11Q: 3 clusters Score -150536.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -150541.281250 Penalty: 3584.199707
	Iteration 12Q: 3 clusters Score -150541.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -150545.906250 Penalty: 3584.199707
	Iteration 13Q: 3 clusters Score -150545.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -150549.218750 Penalty: 3584.199707
	Iteration 14Q: 3 clusters Score -150549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -150551.453125 Penalty: 3584.199707
	Iteration 15Q: 3 clusters Score -150551.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -150552.828125 Penalty: 3584.199707
	Iteration 16Q: 3 clusters Score -150552.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -150553.718750 Penalty: 3584.199707
	Iteration 17Q: 3 clusters Score -150553.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -150555.828125 Penalty: 3584.199707
	Iteration 18Q: 3 clusters Score -150555.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -150558.031250 Penalty: 3584.199707
	Iteration 19Q: 3 clusters Score -150558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -150558.500000 Penalty: 3584.199707
	Iteration 20F: 3 clusters Score -150558.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129582 members 
Mstep: Class 3 contains 26669 members 
Mstep: Class 4 contains 3000 members 
Mstep: Class 5 contains 47333 members 
Mstep: Class 6 contains 10108 members 
Mstep: Class 7 contains 42316 members 
Mstep: Class 8 contains 21193 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 4484 members 
Mstep: Class 13 contains 35959 members 
Mstep: Class 14 contains 24923 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 340 members 
Mstep: Class 17 contains 22519 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10302 members 
Mstep: Class 22 contains 19888 members 
Mstep: Class 23 contains 11839 members 
Mstep: Class 24 contains 96768 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10239 members 
Mstep: Class 28 contains 4480 members 
Mstep: Class 29 contains 25380 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5593 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 1035 members 
Entering Unmasked Estep 
Score: -73836568.000000 Penalty: 108599.929688
Splitting cluster 16 changes total score from -73837632.000000 to -73836568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (22519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Entering Unmasked Estep 
Score: -2865264.750000 Penalty: 2485.484375
	Iteration 0F: 2 clusters Score -2865265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2849459.250000 Penalty: 4970.968750
	Iteration 0F: 3 clusters Score -2849459 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2854860.000000 Penalty: 4970.968750
	Iteration 1F: 3 clusters Score -2854860 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2855319.250000 Penalty: 4970.968750
	Iteration 2F: 3 clusters Score -2855319 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2855719.250000 Penalty: 4970.968750
	Iteration 3Q: 3 clusters Score -2855719 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2856063.000000 Penalty: 4970.968750
	Iteration 4Q: 3 clusters Score -2856063 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2856370.500000 Penalty: 4970.968750
	Iteration 5Q: 3 clusters Score -2856370 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2856705.250000 Penalty: 4970.968750
	Iteration 6Q: 3 clusters Score -2856705 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2856971.750000 Penalty: 4970.968750
	Iteration 7Q: 3 clusters Score -2856972 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2857238.750000 Penalty: 4970.968750
	Iteration 8Q: 3 clusters Score -2857239 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2857590.750000 Penalty: 4970.968750
	Iteration 9Q: 3 clusters Score -2857591 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2858007.500000 Penalty: 4970.968750
	Iteration 10Q: 3 clusters Score -2858008 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2858547.750000 Penalty: 4970.968750
	Iteration 11Q: 3 clusters Score -2858548 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2859142.250000 Penalty: 4970.968750
	Iteration 12Q: 3 clusters Score -2859142 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2859748.500000 Penalty: 4970.968750
	Iteration 13Q: 3 clusters Score -2859748 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2860356.500000 Penalty: 4970.968750
	Iteration 14Q: 3 clusters Score -2860356 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2860982.250000 Penalty: 4970.968750
	Iteration 15Q: 3 clusters Score -2860982 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2861489.500000 Penalty: 4970.968750
	Iteration 16Q: 3 clusters Score -2861490 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2861881.750000 Penalty: 4970.968750
	Iteration 17Q: 3 clusters Score -2861882 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2862162.750000 Penalty: 4970.968750
	Iteration 18Q: 3 clusters Score -2862163 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2862354.500000 Penalty: 4970.968750
	Iteration 19Q: 3 clusters Score -2862354 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2862470.750000 Penalty: 4970.968750
	Iteration 20F: 3 clusters Score -2862471 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2862579.000000 Penalty: 4970.968750
	Iteration 21Q: 3 clusters Score -2862579 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2862682.500000 Penalty: 4970.968750
	Iteration 22Q: 3 clusters Score -2862682 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2862777.500000 Penalty: 4970.968750
	Iteration 23Q: 3 clusters Score -2862778 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2862856.000000 Penalty: 4970.968750
	Iteration 24Q: 3 clusters Score -2862856 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2862912.500000 Penalty: 4970.968750
	Iteration 25Q: 3 clusters Score -2862912 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2862975.250000 Penalty: 4970.968750
	Iteration 26Q: 3 clusters Score -2862975 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2863021.750000 Penalty: 4970.968750
	Iteration 27Q: 3 clusters Score -2863022 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2863087.250000 Penalty: 4970.968750
	Iteration 28Q: 3 clusters Score -2863087 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2863144.000000 Penalty: 4970.968750
	Iteration 29Q: 3 clusters Score -2863144 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2863203.500000 Penalty: 4970.968750
	Iteration 30Q: 3 clusters Score -2863204 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2863247.250000 Penalty: 4970.968750
	Iteration 31Q: 3 clusters Score -2863247 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2863279.000000 Penalty: 4970.968750
	Iteration 32Q: 3 clusters Score -2863279 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2863300.250000 Penalty: 4970.968750
	Iteration 33Q: 3 clusters Score -2863300 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2863324.750000 Penalty: 4970.968750
	Iteration 34Q: 3 clusters Score -2863325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2863332.500000 Penalty: 4970.968750
	Iteration 35Q: 3 clusters Score -2863332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2863362.750000 Penalty: 4970.968750
	Iteration 36Q: 3 clusters Score -2863363 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2863375.250000 Penalty: 4970.968750
	Iteration 37Q: 3 clusters Score -2863375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2863395.750000 Penalty: 4970.968750
	Iteration 38Q: 3 clusters Score -2863396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2863412.500000 Penalty: 4970.968750
	Iteration 39Q: 3 clusters Score -2863412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2863425.750000 Penalty: 4970.968750
	Iteration 40F: 3 clusters Score -2863426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2863433.500000 Penalty: 4970.968750
	Iteration 41Q: 3 clusters Score -2863434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2863439.500000 Penalty: 4970.968750
	Iteration 42Q: 3 clusters Score -2863440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2863449.750000 Penalty: 4970.968750
	Iteration 43Q: 3 clusters Score -2863450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2863454.250000 Penalty: 4970.968750
	Iteration 44Q: 3 clusters Score -2863454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2863456.000000 Penalty: 4970.968750
	Iteration 45Q: 3 clusters Score -2863456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2863452.500000 Penalty: 4970.968750
	Iteration 46Q: 3 clusters Score -2863452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2863453.500000 Penalty: 4970.968750
	Iteration 47Q: 3 clusters Score -2863454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2863455.750000 Penalty: 4970.968750
	Iteration 48Q: 3 clusters Score -2863456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2863456.500000 Penalty: 4970.968750
	Iteration 49Q: 3 clusters Score -2863456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2863457.250000 Penalty: 4970.968750
	Iteration 50Q: 3 clusters Score -2863457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2863458.250000 Penalty: 4970.968750
	Iteration 51Q: 3 clusters Score -2863458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2863458.500000 Penalty: 4970.968750
	Iteration 52Q: 3 clusters Score -2863458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2863458.500000 Penalty: 4970.968750
	Iteration 53F: 3 clusters Score -2863458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Entering Unmasked Estep 
Score: -227754.046875 Penalty: 1858.204468
	Iteration 0F: 2 clusters Score -227754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -225297.171875 Penalty: 3716.408936
	Iteration 0F: 3 clusters Score -225297.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -225809.687500 Penalty: 3716.408936
	Iteration 1F: 3 clusters Score -225809.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -226038.468750 Penalty: 3716.408936
	Iteration 2F: 3 clusters Score -226038.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -226297.984375 Penalty: 3716.408936
	Iteration 3F: 3 clusters Score -226298 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -226583.093750 Penalty: 3716.408936
	Iteration 4F: 3 clusters Score -226583.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -227120.640625 Penalty: 3716.408936
	Iteration 5F: 3 clusters Score -227120.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -227761.265625 Penalty: 3716.408936
	Iteration 6F: 3 clusters Score -227761.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -228244.843750 Penalty: 3716.408936
	Iteration 7F: 3 clusters Score -228244.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -228348.812500 Penalty: 3716.408936
	Iteration 8Q: 3 clusters Score -228348.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -228430.140625 Penalty: 3716.408936
	Iteration 9Q: 3 clusters Score -228430.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -228483.953125 Penalty: 3716.408936
	Iteration 10Q: 3 clusters Score -228484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -228492.765625 Penalty: 3716.408936
	Iteration 11Q: 3 clusters Score -228492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -228494.421875 Penalty: 3716.408936
	Iteration 12Q: 3 clusters Score -228494.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -228494.968750 Penalty: 3716.408936
	Iteration 13Q: 3 clusters Score -228495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -228494.968750 Penalty: 3716.408936
	Iteration 14F: 3 clusters Score -228495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129582 members 
Mstep: Class 3 contains 26669 members 
Mstep: Class 4 contains 3000 members 
Mstep: Class 5 contains 47333 members 
Mstep: Class 6 contains 10108 members 
Mstep: Class 7 contains 42316 members 
Mstep: Class 8 contains 21193 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 4484 members 
Mstep: Class 13 contains 35959 members 
Mstep: Class 14 contains 24923 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 22519 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10302 members 
Mstep: Class 22 contains 19888 members 
Mstep: Class 23 contains 11839 members 
Mstep: Class 24 contains 96768 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10239 members 
Mstep: Class 28 contains 4480 members 
Mstep: Class 29 contains 25380 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5593 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 831 members 
Entering Unmasked Estep 
Score: -73837032.000000 Penalty: 108599.929688
Splitting cluster 18 changes total score from -73837632.000000 to -73837032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -300016.843750 Penalty: 1917.410034
	Iteration 0F: 2 clusters Score -300016.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -297198.000000 Penalty: 3834.820068
	Iteration 0F: 3 clusters Score -297198 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -297689.375000 Penalty: 3834.820068
	Iteration 1F: 3 clusters Score -297689.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -297826.843750 Penalty: 3834.820068
	Iteration 2F: 3 clusters Score -297826.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -297907.156250 Penalty: 3834.820068
	Iteration 3Q: 3 clusters Score -297907.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -297957.656250 Penalty: 3834.820068
	Iteration 4Q: 3 clusters Score -297957.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -297993.687500 Penalty: 3834.820068
	Iteration 5Q: 3 clusters Score -297993.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -298017.843750 Penalty: 3834.820068
	Iteration 6Q: 3 clusters Score -298017.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -298031.906250 Penalty: 3834.820068
	Iteration 7Q: 3 clusters Score -298031.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -298047.656250 Penalty: 3834.820068
	Iteration 8Q: 3 clusters Score -298047.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -298061.250000 Penalty: 3834.820068
	Iteration 9Q: 3 clusters Score -298061.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -298069.375000 Penalty: 3834.820068
	Iteration 10Q: 3 clusters Score -298069.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -298075.875000 Penalty: 3834.820068
	Iteration 11Q: 3 clusters Score -298075.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -298084.625000 Penalty: 3834.820068
	Iteration 12Q: 3 clusters Score -298084.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -298094.281250 Penalty: 3834.820068
	Iteration 13Q: 3 clusters Score -298094.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -298104.031250 Penalty: 3834.820068
	Iteration 14Q: 3 clusters Score -298104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -298111.968750 Penalty: 3834.820068
	Iteration 15Q: 3 clusters Score -298112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -298122.343750 Penalty: 3834.820068
	Iteration 16Q: 3 clusters Score -298122.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -298140.343750 Penalty: 3834.820068
	Iteration 17Q: 3 clusters Score -298140.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -298157.625000 Penalty: 3834.820068
	Iteration 18Q: 3 clusters Score -298157.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -298177.000000 Penalty: 3834.820068
	Iteration 19Q: 3 clusters Score -298177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -298203.218750 Penalty: 3834.820068
	Iteration 20F: 3 clusters Score -298203.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -298228.906250 Penalty: 3834.820068
	Iteration 21Q: 3 clusters Score -298228.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -298259.437500 Penalty: 3834.820068
	Iteration 22Q: 3 clusters Score -298259.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -298291.125000 Penalty: 3834.820068
	Iteration 23Q: 3 clusters Score -298291.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -298347.437500 Penalty: 3834.820068
	Iteration 24Q: 3 clusters Score -298347.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -298423.875000 Penalty: 3834.820068
	Iteration 25Q: 3 clusters Score -298423.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -298531.281250 Penalty: 3834.820068
	Iteration 26Q: 3 clusters Score -298531.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -298667.093750 Penalty: 3834.820068
	Iteration 27Q: 3 clusters Score -298667.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -298768.343750 Penalty: 3834.820068
	Iteration 28Q: 3 clusters Score -298768.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -298845.218750 Penalty: 3834.820068
	Iteration 29Q: 3 clusters Score -298845.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -298891.656250 Penalty: 3834.820068
	Iteration 30Q: 3 clusters Score -298891.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -298922.031250 Penalty: 3834.820068
	Iteration 31Q: 3 clusters Score -298922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -298946.281250 Penalty: 3834.820068
	Iteration 32Q: 3 clusters Score -298946.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -298966.531250 Penalty: 3834.820068
	Iteration 33Q: 3 clusters Score -298966.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -298976.625000 Penalty: 3834.820068
	Iteration 34Q: 3 clusters Score -298976.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -298987.625000 Penalty: 3834.820068
	Iteration 35Q: 3 clusters Score -298987.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -298999.812500 Penalty: 3834.820068
	Iteration 36Q: 3 clusters Score -298999.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -299013.718750 Penalty: 3834.820068
	Iteration 37Q: 3 clusters Score -299013.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -299030.812500 Penalty: 3834.820068
	Iteration 38Q: 3 clusters Score -299030.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -299043.656250 Penalty: 3834.820068
	Iteration 39Q: 3 clusters Score -299043.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -299053.531250 Penalty: 3834.820068
	Iteration 40F: 3 clusters Score -299053.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -299061.593750 Penalty: 3834.820068
	Iteration 41Q: 3 clusters Score -299061.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -299065.781250 Penalty: 3834.820068
	Iteration 42Q: 3 clusters Score -299065.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -299070.343750 Penalty: 3834.820068
	Iteration 43Q: 3 clusters Score -299070.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -299072.218750 Penalty: 3834.820068
	Iteration 44Q: 3 clusters Score -299072.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -299074.687500 Penalty: 3834.820068
	Iteration 45Q: 3 clusters Score -299074.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -299076.468750 Penalty: 3834.820068
	Iteration 46Q: 3 clusters Score -299076.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -299078.875000 Penalty: 3834.820068
	Iteration 47Q: 3 clusters Score -299078.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -299079.625000 Penalty: 3834.820068
	Iteration 48Q: 3 clusters Score -299079.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -299080.156250 Penalty: 3834.820068
	Iteration 49Q: 3 clusters Score -299080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -299081.125000 Penalty: 3834.820068
	Iteration 50Q: 3 clusters Score -299081.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -299081.125000 Penalty: 3834.820068
	Iteration 51F: 3 clusters Score -299081.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -85951.289062 Penalty: 1647.013184
	Iteration 0F: 2 clusters Score -85951.29 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 388 members 
Entering Unmasked Estep 
Score: -84276.070312 Penalty: 3294.026367
	Iteration 0F: 3 clusters Score -84276.07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84936.585938 Penalty: 3294.026367
	Iteration 1F: 3 clusters Score -84936.59 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85235.367188 Penalty: 3294.026367
	Iteration 2F: 3 clusters Score -85235.37 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -85451.585938 Penalty: 3294.026367
	Iteration 3F: 3 clusters Score -85451.59 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -85718.000000 Penalty: 3294.026367
	Iteration 4F: 3 clusters Score -85718 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -86093.406250 Penalty: 3294.026367
	Iteration 5F: 3 clusters Score -86093.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -86407.328125 Penalty: 3294.026367
	Iteration 6Q: 3 clusters Score -86407.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -86505.953125 Penalty: 3294.026367
	Iteration 7Q: 3 clusters Score -86505.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -86554.242188 Penalty: 3294.026367
	Iteration 8Q: 3 clusters Score -86554.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -86591.195312 Penalty: 3294.026367
	Iteration 9Q: 3 clusters Score -86591.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -86623.820312 Penalty: 3294.026367
	Iteration 10Q: 3 clusters Score -86623.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -86674.093750 Penalty: 3294.026367
	Iteration 11Q: 3 clusters Score -86674.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -86713.742188 Penalty: 3294.026367
	Iteration 12Q: 3 clusters Score -86713.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -86728.773438 Penalty: 3294.026367
	Iteration 13Q: 3 clusters Score -86728.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -86730.351562 Penalty: 3294.026367
	Iteration 14F: 3 clusters Score -86730.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -86757.203125 Penalty: 3294.026367
	Iteration 15Q: 3 clusters Score -86757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -86757.203125 Penalty: 3294.026367
	Iteration 16F: 3 clusters Score -86757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129582 members 
Mstep: Class 3 contains 26669 members 
Mstep: Class 4 contains 3000 members 
Mstep: Class 5 contains 47333 members 
Mstep: Class 6 contains 10108 members 
Mstep: Class 7 contains 42316 members 
Mstep: Class 8 contains 21193 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 4484 members 
Mstep: Class 13 contains 35959 members 
Mstep: Class 14 contains 24923 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 22519 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 10302 members 
Mstep: Class 22 contains 19888 members 
Mstep: Class 23 contains 11839 members 
Mstep: Class 24 contains 96768 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 10239 members 
Mstep: Class 28 contains 4480 members 
Mstep: Class 29 contains 25380 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5593 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 162 members 
Entering Unmasked Estep 
Score: -73836920.000000 Penalty: 108599.929688
Splitting cluster 20 changes total score from -73837632.000000 to -73836920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (10302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Entering Unmasked Estep 
Score: -1259789.000000 Penalty: 2291.543213
	Iteration 0F: 2 clusters Score -1259789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1251884.750000 Penalty: 4583.086426
	Iteration 0F: 3 clusters Score -1251885 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1254207.000000 Penalty: 4583.086426
	Iteration 1F: 3 clusters Score -1254207 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1254579.125000 Penalty: 4583.086426
	Iteration 2F: 3 clusters Score -1254579 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1254860.750000 Penalty: 4583.086426
	Iteration 3F: 3 clusters Score -1254861 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1255097.500000 Penalty: 4583.086426
	Iteration 4Q: 3 clusters Score -1255098 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1255335.250000 Penalty: 4583.086426
	Iteration 5Q: 3 clusters Score -1255335 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1255599.875000 Penalty: 4583.086426
	Iteration 6Q: 3 clusters Score -1255600 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1255884.875000 Penalty: 4583.086426
	Iteration 7Q: 3 clusters Score -1255885 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1256203.375000 Penalty: 4583.086426
	Iteration 8Q: 3 clusters Score -1256203 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1256535.125000 Penalty: 4583.086426
	Iteration 9Q: 3 clusters Score -1256535 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1256856.625000 Penalty: 4583.086426
	Iteration 10Q: 3 clusters Score -1256857 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1257152.875000 Penalty: 4583.086426
	Iteration 11Q: 3 clusters Score -1257153 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1257358.875000 Penalty: 4583.086426
	Iteration 12Q: 3 clusters Score -1257359 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1257491.125000 Penalty: 4583.086426
	Iteration 13Q: 3 clusters Score -1257491 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1257587.750000 Penalty: 4583.086426
	Iteration 14Q: 3 clusters Score -1257588 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1257652.500000 Penalty: 4583.086426
	Iteration 15Q: 3 clusters Score -1257652 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1257695.250000 Penalty: 4583.086426
	Iteration 16Q: 3 clusters Score -1257695 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1257734.375000 Penalty: 4583.086426
	Iteration 17Q: 3 clusters Score -1257734 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1257771.375000 Penalty: 4583.086426
	Iteration 18Q: 3 clusters Score -1257771 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1257812.000000 Penalty: 4583.086426
	Iteration 19Q: 3 clusters Score -1257812 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1257837.500000 Penalty: 4583.086426
	Iteration 20F: 3 clusters Score -1257838 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1257855.375000 Penalty: 4583.086426
	Iteration 21Q: 3 clusters Score -1257855 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1257887.125000 Penalty: 4583.086426
	Iteration 22Q: 3 clusters Score -1257887 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1257907.375000 Penalty: 4583.086426
	Iteration 23Q: 3 clusters Score -1257907 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1257924.750000 Penalty: 4583.086426
	Iteration 24Q: 3 clusters Score -1257925 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1257939.000000 Penalty: 4583.086426
	Iteration 25Q: 3 clusters Score -1257939 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1257946.000000 Penalty: 4583.086426
	Iteration 26Q: 3 clusters Score -1257946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1257956.875000 Penalty: 4583.086426
	Iteration 27Q: 3 clusters Score -1257957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1257968.000000 Penalty: 4583.086426
	Iteration 28Q: 3 clusters Score -1257968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1257980.000000 Penalty: 4583.086426
	Iteration 29Q: 3 clusters Score -1257980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1257988.625000 Penalty: 4583.086426
	Iteration 30Q: 3 clusters Score -1257989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1257989.250000 Penalty: 4583.086426
	Iteration 31Q: 3 clusters Score -1257989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1257995.000000 Penalty: 4583.086426
	Iteration 32Q: 3 clusters Score -1257995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1257998.625000 Penalty: 4583.086426
	Iteration 33Q: 3 clusters Score -1257999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1258003.625000 Penalty: 4583.086426
	Iteration 34Q: 3 clusters Score -1258004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1258008.250000 Penalty: 4583.086426
	Iteration 35Q: 3 clusters Score -1258008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1258010.625000 Penalty: 4583.086426
	Iteration 36Q: 3 clusters Score -1258011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1258011.250000 Penalty: 4583.086426
	Iteration 37Q: 3 clusters Score -1258011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1258018.750000 Penalty: 4583.086426
	Iteration 38Q: 3 clusters Score -1258019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1258021.125000 Penalty: 4583.086426
	Iteration 39Q: 3 clusters Score -1258021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1258027.000000 Penalty: 4583.086426
	Iteration 40F: 3 clusters Score -1258027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1258030.125000 Penalty: 4583.086426
	Iteration 41Q: 3 clusters Score -1258030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1258035.500000 Penalty: 4583.086426
	Iteration 42Q: 3 clusters Score -1258036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1258042.500000 Penalty: 4583.086426
	Iteration 43Q: 3 clusters Score -1258042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1258047.125000 Penalty: 4583.086426
	Iteration 44Q: 3 clusters Score -1258047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1258047.000000 Penalty: 4583.086426
	Iteration 45Q: 3 clusters Score -1258047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1258046.375000 Penalty: 4583.086426
	Iteration 46Q: 3 clusters Score -1258046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1258049.875000 Penalty: 4583.086426
	Iteration 47Q: 3 clusters Score -1258050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1258052.625000 Penalty: 4583.086426
	Iteration 48Q: 3 clusters Score -1258053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1258054.125000 Penalty: 4583.086426
	Iteration 49Q: 3 clusters Score -1258054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1258054.750000 Penalty: 4583.086426
	Iteration 50Q: 3 clusters Score -1258055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1258055.875000 Penalty: 4583.086426
	Iteration 51Q: 3 clusters Score -1258056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1258053.875000 Penalty: 4583.086426
	Iteration 52Q: 3 clusters Score -1258054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1258056.750000 Penalty: 4583.086426
	Iteration 53Q: 3 clusters Score -1258057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1258059.750000 Penalty: 4583.086426
	Iteration 54Q: 3 clusters Score -1258060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1258061.125000 Penalty: 4583.086426
	Iteration 55Q: 3 clusters Score -1258061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1258060.625000 Penalty: 4583.086426
	Iteration 56Q: 3 clusters Score -1258061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1258060.625000 Penalty: 4583.086426
	Iteration 57F: 3 clusters Score -1258061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Entering Unmasked Estep 
Score: -2559996.750000 Penalty: 2454.672363
	Iteration 0F: 2 clusters Score -2559997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2545963.500000 Penalty: 4909.344727
	Iteration 0F: 3 clusters Score -2545964 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2550877.000000 Penalty: 4909.344727
	Iteration 1F: 3 clusters Score -2550877 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2551669.000000 Penalty: 4909.344727
	Iteration 2F: 3 clusters Score -2551669 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2552640.500000 Penalty: 4909.344727
	Iteration 3F: 3 clusters Score -2552640 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2553788.250000 Penalty: 4909.344727
	Iteration 4F: 3 clusters Score -2553788 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2555112.250000 Penalty: 4909.344727
	Iteration 5F: 3 clusters Score -2555112 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2556345.250000 Penalty: 4909.344727
	Iteration 6F: 3 clusters Score -2556345 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2557259.500000 Penalty: 4909.344727
	Iteration 7F: 3 clusters Score -2557260 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2557956.250000 Penalty: 4909.344727
	Iteration 8Q: 3 clusters Score -2557956 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2558450.000000 Penalty: 4909.344727
	Iteration 9Q: 3 clusters Score -2558450 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2558785.000000 Penalty: 4909.344727
	Iteration 10Q: 3 clusters Score -2558785 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2559032.250000 Penalty: 4909.344727
	Iteration 11Q: 3 clusters Score -2559032 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2559217.500000 Penalty: 4909.344727
	Iteration 12Q: 3 clusters Score -2559218 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2559355.500000 Penalty: 4909.344727
	Iteration 13Q: 3 clusters Score -2559356 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2559443.750000 Penalty: 4909.344727
	Iteration 14Q: 3 clusters Score -2559444 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2559498.750000 Penalty: 4909.344727
	Iteration 15Q: 3 clusters Score -2559499 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2559541.750000 Penalty: 4909.344727
	Iteration 16Q: 3 clusters Score -2559542 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2559573.250000 Penalty: 4909.344727
	Iteration 17Q: 3 clusters Score -2559573 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2559590.000000 Penalty: 4909.344727
	Iteration 18Q: 3 clusters Score -2559590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2559596.250000 Penalty: 4909.344727
	Iteration 19Q: 3 clusters Score -2559596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2559598.000000 Penalty: 4909.344727
	Iteration 20F: 3 clusters Score -2559598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2559604.000000 Penalty: 4909.344727
	Iteration 21Q: 3 clusters Score -2559604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2559604.000000 Penalty: 4909.344727
	Iteration 22Q: 3 clusters Score -2559604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2559616.500000 Penalty: 4909.344727
	Iteration 23Q: 3 clusters Score -2559616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2559624.000000 Penalty: 4909.344727
	Iteration 24Q: 3 clusters Score -2559624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2559628.500000 Penalty: 4909.344727
	Iteration 25Q: 3 clusters Score -2559628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2559638.750000 Penalty: 4909.344727
	Iteration 26Q: 3 clusters Score -2559639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2559646.000000 Penalty: 4909.344727
	Iteration 27Q: 3 clusters Score -2559646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2559649.250000 Penalty: 4909.344727
	Iteration 28Q: 3 clusters Score -2559649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2559648.500000 Penalty: 4909.344727
	Iteration 29Q: 3 clusters Score -2559648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2559646.500000 Penalty: 4909.344727
	Iteration 30Q: 3 clusters Score -2559646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2559647.250000 Penalty: 4909.344727
	Iteration 31Q: 3 clusters Score -2559647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2559650.250000 Penalty: 4909.344727
	Iteration 32Q: 3 clusters Score -2559650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2559652.000000 Penalty: 4909.344727
	Iteration 33Q: 3 clusters Score -2559652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2559652.000000 Penalty: 4909.344727
	Iteration 34Q: 3 clusters Score -2559652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2559654.750000 Penalty: 4909.344727
	Iteration 35Q: 3 clusters Score -2559655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2559651.000000 Penalty: 4909.344727
	Iteration 36Q: 3 clusters Score -2559651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2559650.500000 Penalty: 4909.344727
	Iteration 37Q: 3 clusters Score -2559650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2559650.000000 Penalty: 4909.344727
	Iteration 38Q: 3 clusters Score -2559650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2559650.750000 Penalty: 4909.344727
	Iteration 39Q: 3 clusters Score -2559651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2559650.750000 Penalty: 4909.344727
	Iteration 40F: 3 clusters Score -2559651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Entering Unmasked Estep 
Score: -1531163.000000 Penalty: 2326.030273
	Iteration 0F: 2 clusters Score -1531163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1522408.125000 Penalty: 4652.060547
	Iteration 0F: 3 clusters Score -1522408 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1524948.875000 Penalty: 4652.060547
	Iteration 1F: 3 clusters Score -1524949 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1525250.625000 Penalty: 4652.060547
	Iteration 2F: 3 clusters Score -1525251 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1525480.625000 Penalty: 4652.060547
	Iteration 3Q: 3 clusters Score -1525481 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1525685.375000 Penalty: 4652.060547
	Iteration 4Q: 3 clusters Score -1525685 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1525896.000000 Penalty: 4652.060547
	Iteration 5Q: 3 clusters Score -1525896 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1526183.625000 Penalty: 4652.060547
	Iteration 6Q: 3 clusters Score -1526184 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1526579.875000 Penalty: 4652.060547
	Iteration 7F: 3 clusters Score -1526580 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1527151.375000 Penalty: 4652.060547
	Iteration 8F: 3 clusters Score -1527151 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1527783.000000 Penalty: 4652.060547
	Iteration 9F: 3 clusters Score -1527783 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1528370.250000 Penalty: 4652.060547
	Iteration 10F: 3 clusters Score -1528370 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1528823.875000 Penalty: 4652.060547
	Iteration 11Q: 3 clusters Score -1528824 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1529074.875000 Penalty: 4652.060547
	Iteration 12Q: 3 clusters Score -1529075 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1529229.125000 Penalty: 4652.060547
	Iteration 13Q: 3 clusters Score -1529229 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1529303.250000 Penalty: 4652.060547
	Iteration 14Q: 3 clusters Score -1529303 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1529368.000000 Penalty: 4652.060547
	Iteration 15Q: 3 clusters Score -1529368 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1529414.000000 Penalty: 4652.060547
	Iteration 16Q: 3 clusters Score -1529414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1529441.125000 Penalty: 4652.060547
	Iteration 17Q: 3 clusters Score -1529441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1529457.750000 Penalty: 4652.060547
	Iteration 18Q: 3 clusters Score -1529458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1529474.500000 Penalty: 4652.060547
	Iteration 19Q: 3 clusters Score -1529474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1529480.250000 Penalty: 4652.060547
	Iteration 20F: 3 clusters Score -1529480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1529488.000000 Penalty: 4652.060547
	Iteration 21Q: 3 clusters Score -1529488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1529491.875000 Penalty: 4652.060547
	Iteration 22Q: 3 clusters Score -1529492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1529495.250000 Penalty: 4652.060547
	Iteration 23Q: 3 clusters Score -1529495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1529496.250000 Penalty: 4652.060547
	Iteration 24Q: 3 clusters Score -1529496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1529502.500000 Penalty: 4652.060547
	Iteration 25Q: 3 clusters Score -1529502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1529504.375000 Penalty: 4652.060547
	Iteration 26Q: 3 clusters Score -1529504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1529507.750000 Penalty: 4652.060547
	Iteration 27Q: 3 clusters Score -1529508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1529508.250000 Penalty: 4652.060547
	Iteration 28Q: 3 clusters Score -1529508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1529508.250000 Penalty: 4652.060547
	Iteration 29Q: 3 clusters Score -1529508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1529508.375000 Penalty: 4652.060547
	Iteration 30Q: 3 clusters Score -1529508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1529508.375000 Penalty: 4652.060547
	Iteration 31F: 3 clusters Score -1529508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (96768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96768 members 
Entering Unmasked Estep 
Score: -12730591.000000 Penalty: 2847.057861
	Iteration 0F: 2 clusters Score -1.273059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -12665858.000000 Penalty: 5694.115723
	Iteration 0F: 3 clusters Score -1.266586e+07 nChanged 45572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -12692069.000000 Penalty: 5694.115723
	Iteration 1F: 3 clusters Score -1.269207e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -12693071.000000 Penalty: 5694.115723
	Iteration 2Q: 3 clusters Score -1.269307e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 56407 members 
Entering Unmasked Estep 
Score: -12694651.000000 Penalty: 5694.115723
	Iteration 3Q: 3 clusters Score -1.269465e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -12697448.000000 Penalty: 5694.115723
	Iteration 4F: 3 clusters Score -1.269745e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -12701543.000000 Penalty: 5694.115723
	Iteration 5F: 3 clusters Score -1.270154e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 73584 members 
Entering Unmasked Estep 
Score: -12707476.000000 Penalty: 5694.115723
	Iteration 6F: 3 clusters Score -1.270748e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -12714141.000000 Penalty: 5694.115723
	Iteration 7F: 3 clusters Score -1.271414e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 87179 members 
Entering Unmasked Estep 
Score: -12720049.000000 Penalty: 5694.115723
	Iteration 8F: 3 clusters Score -1.272005e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 91548 members 
Entering Unmasked Estep 
Score: -12724069.000000 Penalty: 5694.115723
	Iteration 9Q: 3 clusters Score -1.272407e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 94056 members 
Entering Unmasked Estep 
Score: -12726177.000000 Penalty: 5694.115723
	Iteration 10Q: 3 clusters Score -1.272618e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 95264 members 
Entering Unmasked Estep 
Score: -12727211.000000 Penalty: 5694.115723
	Iteration 11Q: 3 clusters Score -1.272721e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 95797 members 
Entering Unmasked Estep 
Score: -12727620.000000 Penalty: 5694.115723
	Iteration 12Q: 3 clusters Score -1.272762e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 96036 members 
Entering Unmasked Estep 
Score: -12727842.000000 Penalty: 5694.115723
	Iteration 13Q: 3 clusters Score -1.272784e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 96163 members 
Entering Unmasked Estep 
Score: -12727967.000000 Penalty: 5694.115723
	Iteration 14Q: 3 clusters Score -1.272797e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 96239 members 
Entering Unmasked Estep 
Score: -12728087.000000 Penalty: 5694.115723
	Iteration 15Q: 3 clusters Score -1.272809e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 96284 members 
Entering Unmasked Estep 
Score: -12728145.000000 Penalty: 5694.115723
	Iteration 16Q: 3 clusters Score -1.272814e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 96303 members 
Entering Unmasked Estep 
Score: -12728174.000000 Penalty: 5694.115723
	Iteration 17Q: 3 clusters Score -1.272817e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 96309 members 
Entering Unmasked Estep 
Score: -12728179.000000 Penalty: 5694.115723
	Iteration 18Q: 3 clusters Score -1.272818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 96319 members 
Entering Unmasked Estep 
Score: -12728189.000000 Penalty: 5694.115723
	Iteration 19Q: 3 clusters Score -1.272819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 96320 members 
Entering Unmasked Estep 
Score: -12728202.000000 Penalty: 5694.115723
	Iteration 20F: 3 clusters Score -1.27282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 96324 members 
Entering Unmasked Estep 
Score: -12728197.000000 Penalty: 5694.115723
	Iteration 21Q: 3 clusters Score -1.27282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 96331 members 
Entering Unmasked Estep 
Score: -12728220.000000 Penalty: 5694.115723
	Iteration 22Q: 3 clusters Score -1.272822e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 96336 members 
Entering Unmasked Estep 
Score: -12728223.000000 Penalty: 5694.115723
	Iteration 23Q: 3 clusters Score -1.272822e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 96342 members 
Entering Unmasked Estep 
Score: -12728240.000000 Penalty: 5694.115723
	Iteration 24Q: 3 clusters Score -1.272824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 96345 members 
Entering Unmasked Estep 
Score: -12728230.000000 Penalty: 5694.115723
	Iteration 25Q: 3 clusters Score -1.272823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 96348 members 
Entering Unmasked Estep 
Score: -12728241.000000 Penalty: 5694.115723
	Iteration 26Q: 3 clusters Score -1.272824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -12728249.000000 Penalty: 5694.115723
	Iteration 27Q: 3 clusters Score -1.272825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -12728250.000000 Penalty: 5694.115723
	Iteration 28Q: 3 clusters Score -1.272825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 96351 members 
Entering Unmasked Estep 
Score: -12728259.000000 Penalty: 5694.115723
	Iteration 29Q: 3 clusters Score -1.272826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 96351 members 
Entering Unmasked Estep 
Score: -12728259.000000 Penalty: 5694.115723
	Iteration 30F: 3 clusters Score -1.272826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Entering Unmasked Estep 
Score: -298391.906250 Penalty: 1923.430298
	Iteration 0F: 2 clusters Score -298391.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -295559.812500 Penalty: 3846.860596
	Iteration 0F: 3 clusters Score -295559.8 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -296086.812500 Penalty: 3846.860596
	Iteration 1F: 3 clusters Score -296086.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -296249.375000 Penalty: 3846.860596
	Iteration 2F: 3 clusters Score -296249.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -296363.968750 Penalty: 3846.860596
	Iteration 3F: 3 clusters Score -296364 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -296434.843750 Penalty: 3846.860596
	Iteration 4Q: 3 clusters Score -296434.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -296488.000000 Penalty: 3846.860596
	Iteration 5Q: 3 clusters Score -296488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -296531.250000 Penalty: 3846.860596
	Iteration 6Q: 3 clusters Score -296531.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -296576.531250 Penalty: 3846.860596
	Iteration 7Q: 3 clusters Score -296576.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -296619.531250 Penalty: 3846.860596
	Iteration 8Q: 3 clusters Score -296619.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -296648.375000 Penalty: 3846.860596
	Iteration 9Q: 3 clusters Score -296648.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -296671.125000 Penalty: 3846.860596
	Iteration 10Q: 3 clusters Score -296671.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -296697.968750 Penalty: 3846.860596
	Iteration 11Q: 3 clusters Score -296698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -296716.906250 Penalty: 3846.860596
	Iteration 12Q: 3 clusters Score -296716.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -296734.562500 Penalty: 3846.860596
	Iteration 13Q: 3 clusters Score -296734.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -296757.656250 Penalty: 3846.860596
	Iteration 14Q: 3 clusters Score -296757.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -296776.968750 Penalty: 3846.860596
	Iteration 15Q: 3 clusters Score -296777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -296794.656250 Penalty: 3846.860596
	Iteration 16Q: 3 clusters Score -296794.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -296801.531250 Penalty: 3846.860596
	Iteration 17Q: 3 clusters Score -296801.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -296809.625000 Penalty: 3846.860596
	Iteration 18Q: 3 clusters Score -296809.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -296818.031250 Penalty: 3846.860596
	Iteration 19Q: 3 clusters Score -296818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -296824.562500 Penalty: 3846.860596
	Iteration 20F: 3 clusters Score -296824.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -296832.750000 Penalty: 3846.860596
	Iteration 21Q: 3 clusters Score -296832.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -296837.656250 Penalty: 3846.860596
	Iteration 22Q: 3 clusters Score -296837.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -296842.875000 Penalty: 3846.860596
	Iteration 23Q: 3 clusters Score -296842.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -296845.937500 Penalty: 3846.860596
	Iteration 24Q: 3 clusters Score -296845.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -296851.500000 Penalty: 3846.860596
	Iteration 25Q: 3 clusters Score -296851.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -296856.125000 Penalty: 3846.860596
	Iteration 26Q: 3 clusters Score -296856.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -296861.187500 Penalty: 3846.860596
	Iteration 27Q: 3 clusters Score -296861.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -296865.781250 Penalty: 3846.860596
	Iteration 28Q: 3 clusters Score -296865.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -296869.000000 Penalty: 3846.860596
	Iteration 29Q: 3 clusters Score -296869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -296873.968750 Penalty: 3846.860596
	Iteration 30Q: 3 clusters Score -296874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -296879.875000 Penalty: 3846.860596
	Iteration 31Q: 3 clusters Score -296879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -296883.500000 Penalty: 3846.860596
	Iteration 32Q: 3 clusters Score -296883.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -296891.375000 Penalty: 3846.860596
	Iteration 33Q: 3 clusters Score -296891.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -296898.000000 Penalty: 3846.860596
	Iteration 34Q: 3 clusters Score -296898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -296910.750000 Penalty: 3846.860596
	Iteration 35Q: 3 clusters Score -296910.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -296919.343750 Penalty: 3846.860596
	Iteration 36Q: 3 clusters Score -296919.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -296925.218750 Penalty: 3846.860596
	Iteration 37Q: 3 clusters Score -296925.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -296928.437500 Penalty: 3846.860596
	Iteration 38Q: 3 clusters Score -296928.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -296932.906250 Penalty: 3846.860596
	Iteration 39Q: 3 clusters Score -296932.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -296935.718750 Penalty: 3846.860596
	Iteration 40F: 3 clusters Score -296935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -296937.531250 Penalty: 3846.860596
	Iteration 41Q: 3 clusters Score -296937.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -296937.531250 Penalty: 3846.860596
	Iteration 42Q: 3 clusters Score -296937.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -296938.343750 Penalty: 3846.860596
	Iteration 43Q: 3 clusters Score -296938.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -296939.312500 Penalty: 3846.860596
	Iteration 44Q: 3 clusters Score -296939.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -296940.125000 Penalty: 3846.860596
	Iteration 45Q: 3 clusters Score -296940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -296940.281250 Penalty: 3846.860596
	Iteration 46Q: 3 clusters Score -296940.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -296940.281250 Penalty: 3846.860596
	Iteration 47F: 3 clusters Score -296940.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -159274.796875 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -159274.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -157179.296875 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -157179.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -157836.546875 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -157836.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -158333.812500 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -158333.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -159018.343750 Penalty: 3584.560303
	Iteration 3F: 3 clusters Score -159018.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -160308.328125 Penalty: 3584.560303
	Iteration 4F: 3 clusters Score -160308.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -161013.062500 Penalty: 3584.560303
	Iteration 5F: 3 clusters Score -161013.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -161488.046875 Penalty: 3584.560303
	Iteration 6Q: 3 clusters Score -161488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -161794.484375 Penalty: 3584.560303
	Iteration 7Q: 3 clusters Score -161794.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -161898.656250 Penalty: 3584.560303
	Iteration 8Q: 3 clusters Score -161898.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -161926.593750 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -161926.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -161947.687500 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -161947.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -161962.734375 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -161962.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -161977.984375 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -161978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -162016.218750 Penalty: 3584.560303
	Iteration 13Q: 3 clusters Score -162016.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -162120.375000 Penalty: 3584.560303
	Iteration 14Q: 3 clusters Score -162120.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -162311.375000 Penalty: 3584.560303
	Iteration 15Q: 3 clusters Score -162311.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -162536.671875 Penalty: 3584.560303
	Iteration 16Q: 3 clusters Score -162536.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -162548.921875 Penalty: 3584.560303
	Iteration 17Q: 3 clusters Score -162548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -162548.921875 Penalty: 3584.560303
	Iteration 18F: 3 clusters Score -162548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129582 members 
Mstep: Class 3 contains 26669 members 
Mstep: Class 4 contains 3000 members 
Mstep: Class 5 contains 47333 members 
Mstep: Class 6 contains 10108 members 
Mstep: Class 7 contains 42316 members 
Mstep: Class 8 contains 21193 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 4484 members 
Mstep: Class 13 contains 35959 members 
Mstep: Class 14 contains 24923 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 22519 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10302 members 
Mstep: Class 22 contains 19888 members 
Mstep: Class 23 contains 11839 members 
Mstep: Class 24 contains 96768 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 669 members 
Mstep: Class 27 contains 10239 members 
Mstep: Class 28 contains 4480 members 
Mstep: Class 29 contains 25380 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5593 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 707 members 
Entering Unmasked Estep 
Score: -73839400.000000 Penalty: 108599.929688
Splitting cluster 26 changes total score from -73837632.000000 to -73839400.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 27 (10239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Entering Unmasked Estep 
Score: -1232463.250000 Penalty: 2290.021973
	Iteration 0F: 2 clusters Score -1232463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1224669.875000 Penalty: 4580.043945
	Iteration 0F: 3 clusters Score -1224670 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1227526.500000 Penalty: 4580.043945
	Iteration 1F: 3 clusters Score -1227526 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1228577.625000 Penalty: 4580.043945
	Iteration 2F: 3 clusters Score -1228578 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1229803.625000 Penalty: 4580.043945
	Iteration 3F: 3 clusters Score -1229804 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1230877.500000 Penalty: 4580.043945
	Iteration 4F: 3 clusters Score -1230878 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1231536.250000 Penalty: 4580.043945
	Iteration 5F: 3 clusters Score -1231536 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1231953.250000 Penalty: 4580.043945
	Iteration 6F: 3 clusters Score -1231953 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1232252.875000 Penalty: 4580.043945
	Iteration 7Q: 3 clusters Score -1232253 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1232454.250000 Penalty: 4580.043945
	Iteration 8Q: 3 clusters Score -1232454 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1232549.250000 Penalty: 4580.043945
	Iteration 9Q: 3 clusters Score -1232549 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1232594.250000 Penalty: 4580.043945
	Iteration 10Q: 3 clusters Score -1232594 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1232611.875000 Penalty: 4580.043945
	Iteration 11Q: 3 clusters Score -1232612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1232625.125000 Penalty: 4580.043945
	Iteration 12Q: 3 clusters Score -1232625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1232629.375000 Penalty: 4580.043945
	Iteration 13Q: 3 clusters Score -1232629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1232633.125000 Penalty: 4580.043945
	Iteration 14Q: 3 clusters Score -1232633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1232632.000000 Penalty: 4580.043945
	Iteration 15Q: 3 clusters Score -1232632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1232633.125000 Penalty: 4580.043945
	Iteration 16Q: 3 clusters Score -1232633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1232633.125000 Penalty: 4580.043945
	Iteration 17F: 3 clusters Score -1232633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129582 members 
Mstep: Class 3 contains 26669 members 
Mstep: Class 4 contains 3000 members 
Mstep: Class 5 contains 47333 members 
Mstep: Class 6 contains 10108 members 
Mstep: Class 7 contains 42316 members 
Mstep: Class 8 contains 21193 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 4484 members 
Mstep: Class 13 contains 35959 members 
Mstep: Class 14 contains 24923 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 22519 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10302 members 
Mstep: Class 22 contains 19888 members 
Mstep: Class 23 contains 11839 members 
Mstep: Class 24 contains 96768 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 669 members 
Mstep: Class 27 contains 4104 members 
Mstep: Class 28 contains 4480 members 
Mstep: Class 29 contains 25380 members 
Mstep: Class 30 contains 1031 members 
Mstep: Class 31 contains 5593 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 707 members 
Mstep: Class 34 contains 6135 members 
Entering Unmasked Estep 
Score: -73838520.000000 Penalty: 111890.835938
Splitting cluster 27 changes total score from -73837632.000000 to -73838520.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 28 (4480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Entering Unmasked Estep 
Score: -599464.000000 Penalty: 2085.029785
	Iteration 0F: 2 clusters Score -599464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -595230.375000 Penalty: 4170.059570
	Iteration 0F: 3 clusters Score -595230.4 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -596148.312500 Penalty: 4170.059570
	Iteration 1F: 3 clusters Score -596148.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -596321.125000 Penalty: 4170.059570
	Iteration 2F: 3 clusters Score -596321.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -596435.375000 Penalty: 4170.059570
	Iteration 3Q: 3 clusters Score -596435.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -596511.062500 Penalty: 4170.059570
	Iteration 4Q: 3 clusters Score -596511.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -596575.625000 Penalty: 4170.059570
	Iteration 5Q: 3 clusters Score -596575.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -596619.437500 Penalty: 4170.059570
	Iteration 6Q: 3 clusters Score -596619.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -596656.000000 Penalty: 4170.059570
	Iteration 7Q: 3 clusters Score -596656 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -596687.625000 Penalty: 4170.059570
	Iteration 8Q: 3 clusters Score -596687.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -596706.187500 Penalty: 4170.059570
	Iteration 9Q: 3 clusters Score -596706.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -596724.812500 Penalty: 4170.059570
	Iteration 10Q: 3 clusters Score -596724.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -596744.875000 Penalty: 4170.059570
	Iteration 11Q: 3 clusters Score -596744.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -596763.125000 Penalty: 4170.059570
	Iteration 12Q: 3 clusters Score -596763.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -596783.687500 Penalty: 4170.059570
	Iteration 13Q: 3 clusters Score -596783.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -596801.937500 Penalty: 4170.059570
	Iteration 14Q: 3 clusters Score -596801.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -596819.875000 Penalty: 4170.059570
	Iteration 15Q: 3 clusters Score -596819.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -596841.125000 Penalty: 4170.059570
	Iteration 16Q: 3 clusters Score -596841.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -596859.437500 Penalty: 4170.059570
	Iteration 17Q: 3 clusters Score -596859.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -596880.500000 Penalty: 4170.059570
	Iteration 18Q: 3 clusters Score -596880.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -596902.625000 Penalty: 4170.059570
	Iteration 19Q: 3 clusters Score -596902.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -596923.250000 Penalty: 4170.059570
	Iteration 20F: 3 clusters Score -596923.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -596948.062500 Penalty: 4170.059570
	Iteration 21Q: 3 clusters Score -596948.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -596976.437500 Penalty: 4170.059570
	Iteration 22Q: 3 clusters Score -596976.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -597000.062500 Penalty: 4170.059570
	Iteration 23Q: 3 clusters Score -597000.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -597028.937500 Penalty: 4170.059570
	Iteration 24Q: 3 clusters Score -597028.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -597061.750000 Penalty: 4170.059570
	Iteration 25Q: 3 clusters Score -597061.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -597089.000000 Penalty: 4170.059570
	Iteration 26Q: 3 clusters Score -597089 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -597120.500000 Penalty: 4170.059570
	Iteration 27Q: 3 clusters Score -597120.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -597154.187500 Penalty: 4170.059570
	Iteration 28Q: 3 clusters Score -597154.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -597195.500000 Penalty: 4170.059570
	Iteration 29Q: 3 clusters Score -597195.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -597238.562500 Penalty: 4170.059570
	Iteration 30Q: 3 clusters Score -597238.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -597279.062500 Penalty: 4170.059570
	Iteration 31Q: 3 clusters Score -597279.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -597315.250000 Penalty: 4170.059570
	Iteration 32Q: 3 clusters Score -597315.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -597343.187500 Penalty: 4170.059570
	Iteration 33Q: 3 clusters Score -597343.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -597365.125000 Penalty: 4170.059570
	Iteration 34Q: 3 clusters Score -597365.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -597396.562500 Penalty: 4170.059570
	Iteration 35Q: 3 clusters Score -597396.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -597415.625000 Penalty: 4170.059570
	Iteration 36Q: 3 clusters Score -597415.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -597430.750000 Penalty: 4170.059570
	Iteration 37Q: 3 clusters Score -597430.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -597448.187500 Penalty: 4170.059570
	Iteration 38Q: 3 clusters Score -597448.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -597466.375000 Penalty: 4170.059570
	Iteration 39Q: 3 clusters Score -597466.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -597481.250000 Penalty: 4170.059570
	Iteration 40F: 3 clusters Score -597481.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -597493.625000 Penalty: 4170.059570
	Iteration 41Q: 3 clusters Score -597493.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -597507.500000 Penalty: 4170.059570
	Iteration 42Q: 3 clusters Score -597507.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -597523.250000 Penalty: 4170.059570
	Iteration 43Q: 3 clusters Score -597523.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -597532.750000 Penalty: 4170.059570
	Iteration 44Q: 3 clusters Score -597532.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -597544.125000 Penalty: 4170.059570
	Iteration 45Q: 3 clusters Score -597544.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -597557.937500 Penalty: 4170.059570
	Iteration 46Q: 3 clusters Score -597557.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -597568.000000 Penalty: 4170.059570
	Iteration 47Q: 3 clusters Score -597568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -597573.312500 Penalty: 4170.059570
	Iteration 48Q: 3 clusters Score -597573.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -597581.500000 Penalty: 4170.059570
	Iteration 49Q: 3 clusters Score -597581.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -597587.500000 Penalty: 4170.059570
	Iteration 50Q: 3 clusters Score -597587.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -597591.750000 Penalty: 4170.059570
	Iteration 51Q: 3 clusters Score -597591.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -597595.437500 Penalty: 4170.059570
	Iteration 52Q: 3 clusters Score -597595.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -597600.500000 Penalty: 4170.059570
	Iteration 53Q: 3 clusters Score -597600.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -597604.000000 Penalty: 4170.059570
	Iteration 54Q: 3 clusters Score -597604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -597607.250000 Penalty: 4170.059570
	Iteration 55Q: 3 clusters Score -597607.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -597609.687500 Penalty: 4170.059570
	Iteration 56Q: 3 clusters Score -597609.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -597611.625000 Penalty: 4170.059570
	Iteration 57Q: 3 clusters Score -597611.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -597615.625000 Penalty: 4170.059570
	Iteration 58Q: 3 clusters Score -597615.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -597620.625000 Penalty: 4170.059570
	Iteration 59Q: 3 clusters Score -597620.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -597624.312500 Penalty: 4170.059570
	Iteration 60F: 3 clusters Score -597624.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -597625.562500 Penalty: 4170.059570
	Iteration 61Q: 3 clusters Score -597625.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -597625.562500 Penalty: 4170.059570
	Iteration 62F: 3 clusters Score -597625.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Entering Unmasked Estep 
Score: -3320323.000000 Penalty: 2515.145752
	Iteration 0F: 2 clusters Score -3320323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -3302972.250000 Penalty: 5030.291504
	Iteration 0F: 3 clusters Score -3302972 nChanged 11160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -3309001.500000 Penalty: 5030.291504
	Iteration 1F: 3 clusters Score -3309002 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -3309632.000000 Penalty: 5030.291504
	Iteration 2F: 3 clusters Score -3309632 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -3310298.000000 Penalty: 5030.291504
	Iteration 3F: 3 clusters Score -3310298 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -3311088.250000 Penalty: 5030.291504
	Iteration 4F: 3 clusters Score -3311088 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -3312004.500000 Penalty: 5030.291504
	Iteration 5F: 3 clusters Score -3312004 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -3313135.500000 Penalty: 5030.291504
	Iteration 6F: 3 clusters Score -3313136 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -3314459.750000 Penalty: 5030.291504
	Iteration 7F: 3 clusters Score -3314460 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3315764.500000 Penalty: 5030.291504
	Iteration 8F: 3 clusters Score -3315764 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3316814.000000 Penalty: 5030.291504
	Iteration 9F: 3 clusters Score -3316814 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -3317578.250000 Penalty: 5030.291504
	Iteration 10Q: 3 clusters Score -3317578 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3318341.250000 Penalty: 5030.291504
	Iteration 11Q: 3 clusters Score -3318341 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3319030.250000 Penalty: 5030.291504
	Iteration 12Q: 3 clusters Score -3319030 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -3319475.750000 Penalty: 5030.291504
	Iteration 13Q: 3 clusters Score -3319476 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3319680.000000 Penalty: 5030.291504
	Iteration 14Q: 3 clusters Score -3319680 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3319779.250000 Penalty: 5030.291504
	Iteration 15Q: 3 clusters Score -3319779 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -3319847.000000 Penalty: 5030.291504
	Iteration 16Q: 3 clusters Score -3319847 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -3319878.750000 Penalty: 5030.291504
	Iteration 17Q: 3 clusters Score -3319879 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3319903.500000 Penalty: 5030.291504
	Iteration 18Q: 3 clusters Score -3319904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -3319919.250000 Penalty: 5030.291504
	Iteration 19Q: 3 clusters Score -3319919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3319926.250000 Penalty: 5030.291504
	Iteration 20F: 3 clusters Score -3319926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3319926.000000 Penalty: 5030.291504
	Iteration 21Q: 3 clusters Score -3319926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3319939.000000 Penalty: 5030.291504
	Iteration 22Q: 3 clusters Score -3319939 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -3319939.750000 Penalty: 5030.291504
	Iteration 23Q: 3 clusters Score -3319940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3319948.250000 Penalty: 5030.291504
	Iteration 24Q: 3 clusters Score -3319948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -3319942.750000 Penalty: 5030.291504
	Iteration 25Q: 3 clusters Score -3319943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -3319947.500000 Penalty: 5030.291504
	Iteration 26Q: 3 clusters Score -3319948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3319953.000000 Penalty: 5030.291504
	Iteration 27Q: 3 clusters Score -3319953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -3319955.000000 Penalty: 5030.291504
	Iteration 28Q: 3 clusters Score -3319955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3319955.000000 Penalty: 5030.291504
	Iteration 29Q: 3 clusters Score -3319955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3319952.750000 Penalty: 5030.291504
	Iteration 30Q: 3 clusters Score -3319953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -3319952.000000 Penalty: 5030.291504
	Iteration 31Q: 3 clusters Score -3319952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3319956.250000 Penalty: 5030.291504
	Iteration 32Q: 3 clusters Score -3319956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3319957.250000 Penalty: 5030.291504
	Iteration 33Q: 3 clusters Score -3319957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3319965.250000 Penalty: 5030.291504
	Iteration 34Q: 3 clusters Score -3319965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -3319966.750000 Penalty: 5030.291504
	Iteration 35Q: 3 clusters Score -3319967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3319969.750000 Penalty: 5030.291504
	Iteration 36Q: 3 clusters Score -3319970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -3319968.250000 Penalty: 5030.291504
	Iteration 37Q: 3 clusters Score -3319968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -3319967.750000 Penalty: 5030.291504
	Iteration 38Q: 3 clusters Score -3319968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3319969.500000 Penalty: 5030.291504
	Iteration 39Q: 3 clusters Score -3319970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -3319965.250000 Penalty: 5030.291504
	Iteration 40F: 3 clusters Score -3319965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3319965.500000 Penalty: 5030.291504
	Iteration 41Q: 3 clusters Score -3319966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3319965.500000 Penalty: 5030.291504
	Iteration 42F: 3 clusters Score -3319966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -119864.570312 Penalty: 1720.694580
	Iteration 0F: 2 clusters Score -119864.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118071.015625 Penalty: 3441.389160
	Iteration 0F: 3 clusters Score -118071 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -118945.609375 Penalty: 3441.389160
	Iteration 1F: 3 clusters Score -118945.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -119802.195312 Penalty: 3441.389160
	Iteration 2F: 3 clusters Score -119802.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -120359.570312 Penalty: 3441.389160
	Iteration 3F: 3 clusters Score -120359.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -121040.460938 Penalty: 3441.389160
	Iteration 4F: 3 clusters Score -121040.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -121252.671875 Penalty: 3441.389160
	Iteration 5Q: 3 clusters Score -121252.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -121295.046875 Penalty: 3441.389160
	Iteration 6Q: 3 clusters Score -121295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -121307.875000 Penalty: 3441.389160
	Iteration 7Q: 3 clusters Score -121307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -121321.835938 Penalty: 3441.389160
	Iteration 8Q: 3 clusters Score -121321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -121332.429688 Penalty: 3441.389160
	Iteration 9Q: 3 clusters Score -121332.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -121332.429688 Penalty: 3441.389160
	Iteration 10F: 3 clusters Score -121332.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129582 members 
Mstep: Class 3 contains 26669 members 
Mstep: Class 4 contains 3000 members 
Mstep: Class 5 contains 47333 members 
Mstep: Class 6 contains 10108 members 
Mstep: Class 7 contains 42316 members 
Mstep: Class 8 contains 21193 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 4484 members 
Mstep: Class 13 contains 35959 members 
Mstep: Class 14 contains 24923 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 22519 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10302 members 
Mstep: Class 22 contains 19888 members 
Mstep: Class 23 contains 11839 members 
Mstep: Class 24 contains 96768 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 669 members 
Mstep: Class 27 contains 4104 members 
Mstep: Class 28 contains 4480 members 
Mstep: Class 29 contains 25380 members 
Mstep: Class 30 contains 810 members 
Mstep: Class 31 contains 5593 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 707 members 
Mstep: Class 34 contains 6135 members 
Mstep: Class 35 contains 221 members 
Entering Unmasked Estep 
Score: -73838192.000000 Penalty: 115181.742188
Splitting cluster 30 changes total score from -73837632.000000 to -73838192.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 31 (5593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Entering Unmasked Estep 
Score: -677876.687500 Penalty: 2140.059326
	Iteration 0F: 2 clusters Score -677876.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -672973.562500 Penalty: 4280.118652
	Iteration 0F: 3 clusters Score -672973.6 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -674274.625000 Penalty: 4280.118652
	Iteration 1F: 3 clusters Score -674274.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -674635.000000 Penalty: 4280.118652
	Iteration 2F: 3 clusters Score -674635 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -674996.062500 Penalty: 4280.118652
	Iteration 3F: 3 clusters Score -674996.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -675295.187500 Penalty: 4280.118652
	Iteration 4F: 3 clusters Score -675295.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -675565.375000 Penalty: 4280.118652
	Iteration 5F: 3 clusters Score -675565.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -675796.812500 Penalty: 4280.118652
	Iteration 6Q: 3 clusters Score -675796.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -676036.625000 Penalty: 4280.118652
	Iteration 7Q: 3 clusters Score -676036.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -676338.500000 Penalty: 4280.118652
	Iteration 8F: 3 clusters Score -676338.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -676641.625000 Penalty: 4280.118652
	Iteration 9Q: 3 clusters Score -676641.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -677030.562500 Penalty: 4280.118652
	Iteration 10Q: 3 clusters Score -677030.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -677298.562500 Penalty: 4280.118652
	Iteration 11Q: 3 clusters Score -677298.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -677432.937500 Penalty: 4280.118652
	Iteration 12Q: 3 clusters Score -677432.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -677522.687500 Penalty: 4280.118652
	Iteration 13Q: 3 clusters Score -677522.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -677630.187500 Penalty: 4280.118652
	Iteration 14Q: 3 clusters Score -677630.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -677752.312500 Penalty: 4280.118652
	Iteration 15Q: 3 clusters Score -677752.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -677890.687500 Penalty: 4280.118652
	Iteration 16Q: 3 clusters Score -677890.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -677958.875000 Penalty: 4280.118652
	Iteration 17Q: 3 clusters Score -677958.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -677977.000000 Penalty: 4280.118652
	Iteration 18Q: 3 clusters Score -677977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -677983.562500 Penalty: 4280.118652
	Iteration 19Q: 3 clusters Score -677983.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -677988.250000 Penalty: 4280.118652
	Iteration 20F: 3 clusters Score -677988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -677990.937500 Penalty: 4280.118652
	Iteration 21Q: 3 clusters Score -677990.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -677991.500000 Penalty: 4280.118652
	Iteration 22Q: 3 clusters Score -677991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -677991.875000 Penalty: 4280.118652
	Iteration 23Q: 3 clusters Score -677991.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -677992.687500 Penalty: 4280.118652
	Iteration 24Q: 3 clusters Score -677992.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -677992.687500 Penalty: 4280.118652
	Iteration 25F: 3 clusters Score -677992.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129582 members 
Mstep: Class 3 contains 26669 members 
Mstep: Class 4 contains 3000 members 
Mstep: Class 5 contains 47333 members 
Mstep: Class 6 contains 10108 members 
Mstep: Class 7 contains 42316 members 
Mstep: Class 8 contains 21193 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 4484 members 
Mstep: Class 13 contains 35959 members 
Mstep: Class 14 contains 24923 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 22519 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10302 members 
Mstep: Class 22 contains 19888 members 
Mstep: Class 23 contains 11839 members 
Mstep: Class 24 contains 96768 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 669 members 
Mstep: Class 27 contains 4104 members 
Mstep: Class 28 contains 4480 members 
Mstep: Class 29 contains 25380 members 
Mstep: Class 30 contains 810 members 
Mstep: Class 31 contains 2843 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 707 members 
Mstep: Class 34 contains 6135 members 
Mstep: Class 35 contains 221 members 
Mstep: Class 36 contains 2750 members 
Entering Unmasked Estep 
Score: -73837232.000000 Penalty: 118472.648438
Splitting cluster 31 changes total score from -73837632.000000 to -73837232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (2469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Entering Unmasked Estep 
Score: -318047.718750 Penalty: 1937.268921
	Iteration 0F: 2 clusters Score -318047.7 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 1283 members 
Entering Unmasked Estep 
Score: -315139.593750 Penalty: 3874.537842
	Iteration 0F: 3 clusters Score -315139.6 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -315675.593750 Penalty: 3874.537842
	Iteration 1F: 3 clusters Score -315675.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -315806.843750 Penalty: 3874.537842
	Iteration 2F: 3 clusters Score -315806.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -315881.500000 Penalty: 3874.537842
	Iteration 3Q: 3 clusters Score -315881.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -315934.343750 Penalty: 3874.537842
	Iteration 4Q: 3 clusters Score -315934.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -315972.968750 Penalty: 3874.537842
	Iteration 5Q: 3 clusters Score -315973 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -316005.281250 Penalty: 3874.537842
	Iteration 6Q: 3 clusters Score -316005.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -316029.093750 Penalty: 3874.537842
	Iteration 7Q: 3 clusters Score -316029.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -316047.031250 Penalty: 3874.537842
	Iteration 8Q: 3 clusters Score -316047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -316062.281250 Penalty: 3874.537842
	Iteration 9Q: 3 clusters Score -316062.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -316078.437500 Penalty: 3874.537842
	Iteration 10Q: 3 clusters Score -316078.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -316089.906250 Penalty: 3874.537842
	Iteration 11Q: 3 clusters Score -316089.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -316095.437500 Penalty: 3874.537842
	Iteration 12Q: 3 clusters Score -316095.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -316100.656250 Penalty: 3874.537842
	Iteration 13Q: 3 clusters Score -316100.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -316105.500000 Penalty: 3874.537842
	Iteration 14Q: 3 clusters Score -316105.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -316112.500000 Penalty: 3874.537842
	Iteration 15Q: 3 clusters Score -316112.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -316117.000000 Penalty: 3874.537842
	Iteration 16Q: 3 clusters Score -316117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -316121.500000 Penalty: 3874.537842
	Iteration 17Q: 3 clusters Score -316121.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -316124.500000 Penalty: 3874.537842
	Iteration 18Q: 3 clusters Score -316124.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -316125.843750 Penalty: 3874.537842
	Iteration 19Q: 3 clusters Score -316125.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -316128.468750 Penalty: 3874.537842
	Iteration 20F: 3 clusters Score -316128.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -316133.562500 Penalty: 3874.537842
	Iteration 21Q: 3 clusters Score -316133.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -316137.000000 Penalty: 3874.537842
	Iteration 22Q: 3 clusters Score -316137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -316139.937500 Penalty: 3874.537842
	Iteration 23Q: 3 clusters Score -316139.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -316141.687500 Penalty: 3874.537842
	Iteration 24Q: 3 clusters Score -316141.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -316143.562500 Penalty: 3874.537842
	Iteration 25Q: 3 clusters Score -316143.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -316145.375000 Penalty: 3874.537842
	Iteration 26Q: 3 clusters Score -316145.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -316146.437500 Penalty: 3874.537842
	Iteration 27Q: 3 clusters Score -316146.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -316147.562500 Penalty: 3874.537842
	Iteration 28Q: 3 clusters Score -316147.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -316148.687500 Penalty: 3874.537842
	Iteration 29Q: 3 clusters Score -316148.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -316151.687500 Penalty: 3874.537842
	Iteration 30Q: 3 clusters Score -316151.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -316155.375000 Penalty: 3874.537842
	Iteration 31Q: 3 clusters Score -316155.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -316158.406250 Penalty: 3874.537842
	Iteration 32Q: 3 clusters Score -316158.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -316159.593750 Penalty: 3874.537842
	Iteration 33Q: 3 clusters Score -316159.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -316162.093750 Penalty: 3874.537842
	Iteration 34Q: 3 clusters Score -316162.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -316164.812500 Penalty: 3874.537842
	Iteration 35Q: 3 clusters Score -316164.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -316168.468750 Penalty: 3874.537842
	Iteration 36Q: 3 clusters Score -316168.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -316173.437500 Penalty: 3874.537842
	Iteration 37Q: 3 clusters Score -316173.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -316179.031250 Penalty: 3874.537842
	Iteration 38Q: 3 clusters Score -316179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -316192.093750 Penalty: 3874.537842
	Iteration 39Q: 3 clusters Score -316192.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -316199.656250 Penalty: 3874.537842
	Iteration 40F: 3 clusters Score -316199.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -316209.312500 Penalty: 3874.537842
	Iteration 41Q: 3 clusters Score -316209.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -316218.562500 Penalty: 3874.537842
	Iteration 42Q: 3 clusters Score -316218.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -316227.968750 Penalty: 3874.537842
	Iteration 43Q: 3 clusters Score -316228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -316238.593750 Penalty: 3874.537842
	Iteration 44Q: 3 clusters Score -316238.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -316248.937500 Penalty: 3874.537842
	Iteration 45Q: 3 clusters Score -316248.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -316257.250000 Penalty: 3874.537842
	Iteration 46Q: 3 clusters Score -316257.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -316271.125000 Penalty: 3874.537842
	Iteration 47Q: 3 clusters Score -316271.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -316280.656250 Penalty: 3874.537842
	Iteration 48Q: 3 clusters Score -316280.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -316288.437500 Penalty: 3874.537842
	Iteration 49Q: 3 clusters Score -316288.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -316294.781250 Penalty: 3874.537842
	Iteration 50Q: 3 clusters Score -316294.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -316304.343750 Penalty: 3874.537842
	Iteration 51Q: 3 clusters Score -316304.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -316314.312500 Penalty: 3874.537842
	Iteration 52Q: 3 clusters Score -316314.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -316323.312500 Penalty: 3874.537842
	Iteration 53Q: 3 clusters Score -316323.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -316331.375000 Penalty: 3874.537842
	Iteration 54Q: 3 clusters Score -316331.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -316339.781250 Penalty: 3874.537842
	Iteration 55Q: 3 clusters Score -316339.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -316355.000000 Penalty: 3874.537842
	Iteration 56Q: 3 clusters Score -316355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -316364.000000 Penalty: 3874.537842
	Iteration 57Q: 3 clusters Score -316364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -316376.437500 Penalty: 3874.537842
	Iteration 58Q: 3 clusters Score -316376.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -316395.750000 Penalty: 3874.537842
	Iteration 59Q: 3 clusters Score -316395.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -316410.656250 Penalty: 3874.537842
	Iteration 60F: 3 clusters Score -316410.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -316421.281250 Penalty: 3874.537842
	Iteration 61Q: 3 clusters Score -316421.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -316433.968750 Penalty: 3874.537842
	Iteration 62Q: 3 clusters Score -316434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -316444.656250 Penalty: 3874.537842
	Iteration 63Q: 3 clusters Score -316444.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -316459.968750 Penalty: 3874.537842
	Iteration 64Q: 3 clusters Score -316460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -316479.812500 Penalty: 3874.537842
	Iteration 65Q: 3 clusters Score -316479.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -316492.312500 Penalty: 3874.537842
	Iteration 66Q: 3 clusters Score -316492.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -316499.125000 Penalty: 3874.537842
	Iteration 67Q: 3 clusters Score -316499.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -316504.437500 Penalty: 3874.537842
	Iteration 68Q: 3 clusters Score -316504.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -316509.687500 Penalty: 3874.537842
	Iteration 69Q: 3 clusters Score -316509.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -316512.812500 Penalty: 3874.537842
	Iteration 70Q: 3 clusters Score -316512.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -316518.812500 Penalty: 3874.537842
	Iteration 71Q: 3 clusters Score -316518.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -316524.062500 Penalty: 3874.537842
	Iteration 72Q: 3 clusters Score -316524.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -316528.437500 Penalty: 3874.537842
	Iteration 73Q: 3 clusters Score -316528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -316531.593750 Penalty: 3874.537842
	Iteration 74Q: 3 clusters Score -316531.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -316539.593750 Penalty: 3874.537842
	Iteration 75Q: 3 clusters Score -316539.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -316545.968750 Penalty: 3874.537842
	Iteration 76Q: 3 clusters Score -316546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -316548.750000 Penalty: 3874.537842
	Iteration 77Q: 3 clusters Score -316548.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -316550.812500 Penalty: 3874.537842
	Iteration 78Q: 3 clusters Score -316550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -316551.156250 Penalty: 3874.537842
	Iteration 79Q: 3 clusters Score -316551.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -316551.156250 Penalty: 3874.537842
	Iteration 80F: 3 clusters Score -316551.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129582 members 
Mstep: Class 3 contains 26669 members 
Mstep: Class 4 contains 3000 members 
Mstep: Class 5 contains 47333 members 
Mstep: Class 6 contains 10108 members 
Mstep: Class 7 contains 42316 members 
Mstep: Class 8 contains 21193 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 4484 members 
Mstep: Class 13 contains 35959 members 
Mstep: Class 14 contains 24923 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 22519 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 766 members 
Mstep: Class 21 contains 10302 members 
Mstep: Class 22 contains 19888 members 
Mstep: Class 23 contains 11839 members 
Mstep: Class 24 contains 96768 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 669 members 
Mstep: Class 27 contains 4104 members 
Mstep: Class 28 contains 4480 members 
Mstep: Class 29 contains 25380 members 
Mstep: Class 30 contains 810 members 
Mstep: Class 31 contains 5593 members 
Mstep: Class 32 contains 2469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73839216.000000 Penalty: 115181.742188
Iteration 79Q: 36 clusters Score -7.383922e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 129342 members 
Mstep: Class 3 contains 26716 members 
Mstep: Class 4 contains 2998 members 
Mstep: Class 5 contains 47335 members 
Mstep: Class 6 contains 10145 members 
Mstep: Class 7 contains 42319 members 
Mstep: Class 8 contains 21192 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 735 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 4484 members 
Mstep: Class 13 contains 35968 members 
Mstep: Class 14 contains 25015 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 22743 members 
Mstep: Class 18 contains 1794 members 
Mstep: Class 19 contains 2279 members 
Mstep: Class 20 contains 770 members 
Mstep: Class 21 contains 10306 members 
Mstep: Class 22 contains 19620 members 
Mstep: Class 23 contains 11837 members 
Mstep: Class 24 contains 96769 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 671 members 
Mstep: Class 27 contains 4410 members 
Mstep: Class 28 contains 4481 members 
Mstep: Class 29 contains 25525 members 
Mstep: Class 30 contains 810 members 
Mstep: Class 31 contains 5598 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 707 members 
Mstep: Class 34 contains 5742 members 
Mstep: Class 35 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73840360.000000 Penalty: 115181.742188
Iteration 80F: 36 clusters Score -7.384036e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 129177 members 
Mstep: Class 3 contains 26659 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 5 contains 47343 members 
Mstep: Class 6 contains 10135 members 
Mstep: Class 7 contains 42320 members 
Mstep: Class 8 contains 21194 members 
Mstep: Class 9 contains 4796 members 
Mstep: Class 10 contains 692 members 
Mstep: Class 11 contains 2450 members 
Mstep: Class 12 contains 4484 members 
Mstep: Class 13 contains 35952 members 
Mstep: Class 14 contains 24912 members 
Mstep: Class 15 contains 633 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22665 members 
Mstep: Class 18 contains 1794 members 
Mstep: Class 19 contains 2269 members 
Mstep: Class 20 contains 770 members 
Mstep: Class 21 contains 10315 members 
Mstep: Class 22 contains 19455 members 
Mstep: Class 23 contains 11830 members 
Mstep: Class 24 contains 96769 members 
Mstep: Class 25 contains 2338 members 
Mstep: Class 26 contains 669 members 
Mstep: Class 27 contains 4567 members 
Mstep: Class 28 contains 4483 members 
Mstep: Class 29 contains 25432 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5595 members 
Mstep: Class 32 contains 2468 members 
Mstep: Class 33 contains 740 members 
Mstep: Class 34 contains 6297 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73841160.000000 Penalty: 115181.742188
Iteration 81Q: 36 clusters Score -7.384116e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 128990 members 
Mstep: Class 3 contains 26639 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 5 contains 47343 members 
Mstep: Class 6 contains 10129 members 
Mstep: Class 7 contains 42334 members 
Mstep: Class 8 contains 21190 members 
Mstep: Class 9 contains 4796 members 
Mstep: Class 10 contains 648 members 
Mstep: Class 11 contains 2444 members 
Mstep: Class 12 contains 4486 members 
Mstep: Class 13 contains 35944 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 610 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 22677 members 
Mstep: Class 18 contains 1794 members 
Mstep: Class 19 contains 2265 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10336 members 
Mstep: Class 22 contains 19367 members 
Mstep: Class 23 contains 11813 members 
Mstep: Class 24 contains 96781 members 
Mstep: Class 25 contains 2339 members 
Mstep: Class 26 contains 669 members 
Mstep: Class 27 contains 4682 members 
Mstep: Class 28 contains 4486 members 
Mstep: Class 29 contains 25376 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5594 members 
Mstep: Class 32 contains 2468 members 
Mstep: Class 33 contains 764 members 
Mstep: Class 34 contains 6637 members 
Mstep: Class 35 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73841344.000000 Penalty: 115181.742188
Iteration 82Q: 36 clusters Score -7.384134e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 128863 members 
Mstep: Class 3 contains 26623 members 
Mstep: Class 4 contains 3045 members 
Mstep: Class 5 contains 47335 members 
Mstep: Class 6 contains 10122 members 
Mstep: Class 7 contains 42359 members 
Mstep: Class 8 contains 21183 members 
Mstep: Class 9 contains 4798 members 
Mstep: Class 10 contains 620 members 
Mstep: Class 11 contains 2433 members 
Mstep: Class 12 contains 4489 members 
Mstep: Class 13 contains 35941 members 
Mstep: Class 14 contains 24775 members 
Mstep: Class 15 contains 562 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 22696 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 2270 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10359 members 
Mstep: Class 22 contains 19297 members 
Mstep: Class 23 contains 11788 members 
Mstep: Class 24 contains 96789 members 
Mstep: Class 25 contains 2340 members 
Mstep: Class 26 contains 669 members 
Mstep: Class 27 contains 4741 members 
Mstep: Class 28 contains 4487 members 
Mstep: Class 29 contains 25346 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5595 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 812 members 
Mstep: Class 34 contains 6857 members 
Mstep: Class 35 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73842160.000000 Penalty: 115181.742188
Iteration 83Q: 36 clusters Score -7.384216e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 128765 members 
Mstep: Class 3 contains 26619 members 
Mstep: Class 4 contains 3042 members 
Mstep: Class 5 contains 47319 members 
Mstep: Class 6 contains 10126 members 
Mstep: Class 7 contains 42391 members 
Mstep: Class 8 contains 21181 members 
Mstep: Class 9 contains 4800 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 4491 members 
Mstep: Class 13 contains 35940 members 
Mstep: Class 14 contains 24741 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 1434 members 
Mstep: Class 17 contains 22706 members 
Mstep: Class 18 contains 1798 members 
Mstep: Class 19 contains 2272 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10384 members 
Mstep: Class 22 contains 19257 members 
Mstep: Class 23 contains 11765 members 
Mstep: Class 24 contains 96797 members 
Mstep: Class 25 contains 2341 members 
Mstep: Class 26 contains 669 members 
Mstep: Class 27 contains 4783 members 
Mstep: Class 28 contains 4487 members 
Mstep: Class 29 contains 25316 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5598 members 
Mstep: Class 32 contains 2469 members 
Mstep: Class 33 contains 838 members 
Mstep: Class 34 contains 7014 members 
Mstep: Class 35 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73842504.000000 Penalty: 115181.742188
Iteration 84Q: 36 clusters Score -7.38425e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 128691 members 
Mstep: Class 3 contains 26609 members 
Mstep: Class 4 contains 3030 members 
Mstep: Class 5 contains 47303 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 42438 members 
Mstep: Class 8 contains 21183 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 2412 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 35946 members 
Mstep: Class 14 contains 24703 members 
Mstep: Class 15 contains 525 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 22711 members 
Mstep: Class 18 contains 1802 members 
Mstep: Class 19 contains 2273 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10411 members 
Mstep: Class 22 contains 19229 members 
Mstep: Class 23 contains 11737 members 
Mstep: Class 24 contains 96796 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4810 members 
Mstep: Class 28 contains 4487 members 
Mstep: Class 29 contains 25308 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5602 members 
Mstep: Class 32 contains 2471 members 
Mstep: Class 33 contains 849 members 
Mstep: Class 34 contains 7131 members 
Mstep: Class 35 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73842816.000000 Penalty: 115181.742188
Iteration 85Q: 36 clusters Score -7.384282e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 128660 members 
Mstep: Class 3 contains 26597 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 47288 members 
Mstep: Class 6 contains 10102 members 
Mstep: Class 7 contains 42467 members 
Mstep: Class 8 contains 21185 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 550 members 
Mstep: Class 11 contains 2397 members 
Mstep: Class 12 contains 4501 members 
Mstep: Class 13 contains 35951 members 
Mstep: Class 14 contains 24678 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 22710 members 
Mstep: Class 18 contains 1804 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10427 members 
Mstep: Class 22 contains 19214 members 
Mstep: Class 23 contains 11715 members 
Mstep: Class 24 contains 96802 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4822 members 
Mstep: Class 28 contains 4488 members 
Mstep: Class 29 contains 25294 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5609 members 
Mstep: Class 32 contains 2471 members 
Mstep: Class 33 contains 856 members 
Mstep: Class 34 contains 7221 members 
Mstep: Class 35 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843000.000000 Penalty: 115181.742188
Iteration 86Q: 36 clusters Score -7.3843e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 128630 members 
Mstep: Class 3 contains 26595 members 
Mstep: Class 4 contains 3021 members 
Mstep: Class 5 contains 47248 members 
Mstep: Class 6 contains 10095 members 
Mstep: Class 7 contains 42494 members 
Mstep: Class 8 contains 21182 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 2387 members 
Mstep: Class 12 contains 4510 members 
Mstep: Class 13 contains 35951 members 
Mstep: Class 14 contains 24658 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 1443 members 
Mstep: Class 17 contains 22710 members 
Mstep: Class 18 contains 1807 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10440 members 
Mstep: Class 22 contains 19205 members 
Mstep: Class 23 contains 11721 members 
Mstep: Class 24 contains 96809 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4833 members 
Mstep: Class 28 contains 4488 members 
Mstep: Class 29 contains 25292 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5611 members 
Mstep: Class 32 contains 2475 members 
Mstep: Class 33 contains 858 members 
Mstep: Class 34 contains 7283 members 
Mstep: Class 35 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843080.000000 Penalty: 115181.742188
Iteration 87Q: 36 clusters Score -7.384308e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 128605 members 
Mstep: Class 3 contains 26595 members 
Mstep: Class 4 contains 3012 members 
Mstep: Class 5 contains 47225 members 
Mstep: Class 6 contains 10091 members 
Mstep: Class 7 contains 42505 members 
Mstep: Class 8 contains 21184 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 526 members 
Mstep: Class 11 contains 2376 members 
Mstep: Class 12 contains 4516 members 
Mstep: Class 13 contains 35958 members 
Mstep: Class 14 contains 24638 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 1447 members 
Mstep: Class 17 contains 22706 members 
Mstep: Class 18 contains 1809 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10454 members 
Mstep: Class 22 contains 19196 members 
Mstep: Class 23 contains 11724 members 
Mstep: Class 24 contains 96811 members 
Mstep: Class 25 contains 2347 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4839 members 
Mstep: Class 28 contains 4488 members 
Mstep: Class 29 contains 25298 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 2477 members 
Mstep: Class 33 contains 860 members 
Mstep: Class 34 contains 7330 members 
Mstep: Class 35 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843336.000000 Penalty: 115181.742188
Iteration 88Q: 36 clusters Score -7.384334e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 128583 members 
Mstep: Class 3 contains 26594 members 
Mstep: Class 4 contains 3004 members 
Mstep: Class 5 contains 47190 members 
Mstep: Class 6 contains 10082 members 
Mstep: Class 7 contains 42511 members 
Mstep: Class 8 contains 21183 members 
Mstep: Class 9 contains 4802 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 2370 members 
Mstep: Class 12 contains 4525 members 
Mstep: Class 13 contains 35963 members 
Mstep: Class 14 contains 24615 members 
Mstep: Class 15 contains 512 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 22702 members 
Mstep: Class 18 contains 1812 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10472 members 
Mstep: Class 22 contains 19190 members 
Mstep: Class 23 contains 11731 members 
Mstep: Class 24 contains 96821 members 
Mstep: Class 25 contains 2349 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4857 members 
Mstep: Class 28 contains 4488 members 
Mstep: Class 29 contains 25294 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5625 members 
Mstep: Class 32 contains 2478 members 
Mstep: Class 33 contains 863 members 
Mstep: Class 34 contains 7373 members 
Mstep: Class 35 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843336.000000 Penalty: 115181.742188
Iteration 89Q: 36 clusters Score -7.384334e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 128554 members 
Mstep: Class 3 contains 26592 members 
Mstep: Class 4 contains 2999 members 
Mstep: Class 5 contains 47167 members 
Mstep: Class 6 contains 10069 members 
Mstep: Class 7 contains 42508 members 
Mstep: Class 8 contains 21179 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 505 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 35968 members 
Mstep: Class 14 contains 24587 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 22716 members 
Mstep: Class 18 contains 1812 members 
Mstep: Class 19 contains 2273 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10487 members 
Mstep: Class 22 contains 19191 members 
Mstep: Class 23 contains 11742 members 
Mstep: Class 24 contains 96833 members 
Mstep: Class 25 contains 2354 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4864 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25292 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5633 members 
Mstep: Class 32 contains 2474 members 
Mstep: Class 33 contains 866 members 
Mstep: Class 34 contains 7420 members 
Mstep: Class 35 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843360.000000 Penalty: 115181.742188
Iteration 90Q: 36 clusters Score -7.384336e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 128533 members 
Mstep: Class 3 contains 26593 members 
Mstep: Class 4 contains 2999 members 
Mstep: Class 5 contains 47158 members 
Mstep: Class 6 contains 10058 members 
Mstep: Class 7 contains 42505 members 
Mstep: Class 8 contains 21180 members 
Mstep: Class 9 contains 4801 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 2344 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 13 contains 35974 members 
Mstep: Class 14 contains 24562 members 
Mstep: Class 15 contains 504 members 
Mstep: Class 16 contains 1448 members 
Mstep: Class 17 contains 22729 members 
Mstep: Class 18 contains 1812 members 
Mstep: Class 19 contains 2273 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10512 members 
Mstep: Class 22 contains 19188 members 
Mstep: Class 23 contains 11745 members 
Mstep: Class 24 contains 96834 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4866 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25294 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5630 members 
Mstep: Class 32 contains 2475 members 
Mstep: Class 33 contains 871 members 
Mstep: Class 34 contains 7463 members 
Mstep: Class 35 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843648.000000 Penalty: 115181.742188
Iteration 91Q: 36 clusters Score -7.384365e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 128516 members 
Mstep: Class 3 contains 26594 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 47137 members 
Mstep: Class 6 contains 10036 members 
Mstep: Class 7 contains 42513 members 
Mstep: Class 8 contains 21181 members 
Mstep: Class 9 contains 4800 members 
Mstep: Class 10 contains 496 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 12 contains 4543 members 
Mstep: Class 13 contains 35977 members 
Mstep: Class 14 contains 24537 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 1441 members 
Mstep: Class 17 contains 22733 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 2274 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10527 members 
Mstep: Class 22 contains 19184 members 
Mstep: Class 23 contains 11755 members 
Mstep: Class 24 contains 96842 members 
Mstep: Class 25 contains 2361 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4861 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25295 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5628 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 874 members 
Mstep: Class 34 contains 7512 members 
Mstep: Class 35 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843840.000000 Penalty: 115181.742188
Iteration 92Q: 36 clusters Score -7.384384e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 128501 members 
Mstep: Class 3 contains 26595 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 47117 members 
Mstep: Class 6 contains 10027 members 
Mstep: Class 7 contains 42512 members 
Mstep: Class 8 contains 21179 members 
Mstep: Class 9 contains 4799 members 
Mstep: Class 10 contains 496 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 4547 members 
Mstep: Class 13 contains 35980 members 
Mstep: Class 14 contains 24516 members 
Mstep: Class 15 contains 500 members 
Mstep: Class 16 contains 1435 members 
Mstep: Class 17 contains 22735 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 2274 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10539 members 
Mstep: Class 22 contains 19187 members 
Mstep: Class 23 contains 11770 members 
Mstep: Class 24 contains 96856 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4862 members 
Mstep: Class 28 contains 4487 members 
Mstep: Class 29 contains 25295 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5624 members 
Mstep: Class 32 contains 2476 members 
Mstep: Class 33 contains 875 members 
Mstep: Class 34 contains 7545 members 
Mstep: Class 35 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843832.000000 Penalty: 115181.742188
Iteration 93Q: 36 clusters Score -7.384383e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128487 members 
Mstep: Class 3 contains 26594 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 47093 members 
Mstep: Class 6 contains 10025 members 
Mstep: Class 7 contains 42513 members 
Mstep: Class 8 contains 21178 members 
Mstep: Class 9 contains 4799 members 
Mstep: Class 10 contains 495 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 4550 members 
Mstep: Class 13 contains 35982 members 
Mstep: Class 14 contains 24500 members 
Mstep: Class 15 contains 498 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 22733 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 2274 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10547 members 
Mstep: Class 22 contains 19184 members 
Mstep: Class 23 contains 11785 members 
Mstep: Class 24 contains 96864 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4867 members 
Mstep: Class 28 contains 4486 members 
Mstep: Class 29 contains 25293 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5629 members 
Mstep: Class 32 contains 2475 members 
Mstep: Class 33 contains 877 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843936.000000 Penalty: 115181.742188
Iteration 94Q: 36 clusters Score -7.384394e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 128474 members 
Mstep: Class 3 contains 26594 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 47073 members 
Mstep: Class 6 contains 10024 members 
Mstep: Class 7 contains 42510 members 
Mstep: Class 8 contains 21179 members 
Mstep: Class 9 contains 4798 members 
Mstep: Class 10 contains 494 members 
Mstep: Class 11 contains 2328 members 
Mstep: Class 12 contains 4555 members 
Mstep: Class 13 contains 35983 members 
Mstep: Class 14 contains 24485 members 
Mstep: Class 15 contains 497 members 
Mstep: Class 16 contains 1428 members 
Mstep: Class 17 contains 22739 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 2274 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10552 members 
Mstep: Class 22 contains 19185 members 
Mstep: Class 23 contains 11793 members 
Mstep: Class 24 contains 96878 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4864 members 
Mstep: Class 28 contains 4487 members 
Mstep: Class 29 contains 25295 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5628 members 
Mstep: Class 32 contains 2474 members 
Mstep: Class 33 contains 878 members 
Mstep: Class 34 contains 7596 members 
Mstep: Class 35 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844008.000000 Penalty: 115181.742188
Iteration 95Q: 36 clusters Score -7.384401e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 128476 members 
Mstep: Class 3 contains 26592 members 
Mstep: Class 4 contains 2977 members 
Mstep: Class 5 contains 47056 members 
Mstep: Class 6 contains 10017 members 
Mstep: Class 7 contains 42502 members 
Mstep: Class 8 contains 21178 members 
Mstep: Class 9 contains 4799 members 
Mstep: Class 10 contains 494 members 
Mstep: Class 11 contains 2325 members 
Mstep: Class 12 contains 4558 members 
Mstep: Class 13 contains 35981 members 
Mstep: Class 14 contains 24474 members 
Mstep: Class 15 contains 497 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 22739 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 2275 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10565 members 
Mstep: Class 22 contains 19182 members 
Mstep: Class 23 contains 11801 members 
Mstep: Class 24 contains 96893 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4862 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25292 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5624 members 
Mstep: Class 32 contains 2473 members 
Mstep: Class 33 contains 878 members 
Mstep: Class 34 contains 7616 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843928.000000 Penalty: 115181.742188
Iteration 96Q: 36 clusters Score -7.384393e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 128475 members 
Mstep: Class 3 contains 26593 members 
Mstep: Class 4 contains 2975 members 
Mstep: Class 5 contains 47043 members 
Mstep: Class 6 contains 10007 members 
Mstep: Class 7 contains 42499 members 
Mstep: Class 8 contains 21179 members 
Mstep: Class 9 contains 4798 members 
Mstep: Class 10 contains 494 members 
Mstep: Class 11 contains 2321 members 
Mstep: Class 12 contains 4563 members 
Mstep: Class 13 contains 35984 members 
Mstep: Class 14 contains 24463 members 
Mstep: Class 15 contains 497 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 22738 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10578 members 
Mstep: Class 22 contains 19181 members 
Mstep: Class 23 contains 11807 members 
Mstep: Class 24 contains 96899 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4861 members 
Mstep: Class 28 contains 4490 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5624 members 
Mstep: Class 32 contains 2473 members 
Mstep: Class 33 contains 878 members 
Mstep: Class 34 contains 7629 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843864.000000 Penalty: 115181.742188
Iteration 97Q: 36 clusters Score -7.384386e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 128476 members 
Mstep: Class 3 contains 26592 members 
Mstep: Class 4 contains 2971 members 
Mstep: Class 5 contains 47027 members 
Mstep: Class 6 contains 10004 members 
Mstep: Class 7 contains 42497 members 
Mstep: Class 8 contains 21179 members 
Mstep: Class 9 contains 4798 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 4567 members 
Mstep: Class 13 contains 35982 members 
Mstep: Class 14 contains 24455 members 
Mstep: Class 15 contains 497 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 22735 members 
Mstep: Class 18 contains 1815 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10588 members 
Mstep: Class 22 contains 19179 members 
Mstep: Class 23 contains 11813 members 
Mstep: Class 24 contains 96906 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4863 members 
Mstep: Class 28 contains 4490 members 
Mstep: Class 29 contains 25289 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5623 members 
Mstep: Class 32 contains 2473 members 
Mstep: Class 33 contains 878 members 
Mstep: Class 34 contains 7644 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843856.000000 Penalty: 115181.742188
Iteration 98Q: 36 clusters Score -7.384386e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 128472 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2969 members 
Mstep: Class 5 contains 47024 members 
Mstep: Class 6 contains 9996 members 
Mstep: Class 7 contains 42493 members 
Mstep: Class 8 contains 21181 members 
Mstep: Class 9 contains 4798 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2317 members 
Mstep: Class 12 contains 4569 members 
Mstep: Class 13 contains 35981 members 
Mstep: Class 14 contains 24450 members 
Mstep: Class 15 contains 497 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 22737 members 
Mstep: Class 18 contains 1816 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10595 members 
Mstep: Class 22 contains 19177 members 
Mstep: Class 23 contains 11812 members 
Mstep: Class 24 contains 96911 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4866 members 
Mstep: Class 28 contains 4490 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5623 members 
Mstep: Class 32 contains 2474 members 
Mstep: Class 33 contains 878 members 
Mstep: Class 34 contains 7656 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843840.000000 Penalty: 115181.742188
Iteration 99Q: 36 clusters Score -7.384384e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 128467 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2968 members 
Mstep: Class 5 contains 47015 members 
Mstep: Class 6 contains 9993 members 
Mstep: Class 7 contains 42493 members 
Mstep: Class 8 contains 21179 members 
Mstep: Class 9 contains 4798 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2317 members 
Mstep: Class 12 contains 4574 members 
Mstep: Class 13 contains 35981 members 
Mstep: Class 14 contains 24443 members 
Mstep: Class 15 contains 497 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 22736 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10601 members 
Mstep: Class 22 contains 19175 members 
Mstep: Class 23 contains 11813 members 
Mstep: Class 24 contains 96917 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4869 members 
Mstep: Class 28 contains 4490 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5623 members 
Mstep: Class 32 contains 2474 members 
Mstep: Class 33 contains 878 members 
Mstep: Class 34 contains 7663 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843872.000000 Penalty: 115181.742188
Iteration 100F: 36 clusters Score -7.384387e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 128459 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 47010 members 
Mstep: Class 6 contains 9991 members 
Mstep: Class 7 contains 42493 members 
Mstep: Class 8 contains 21178 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2316 members 
Mstep: Class 12 contains 4575 members 
Mstep: Class 13 contains 35980 members 
Mstep: Class 14 contains 24439 members 
Mstep: Class 15 contains 496 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 22740 members 
Mstep: Class 18 contains 1818 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10605 members 
Mstep: Class 22 contains 19175 members 
Mstep: Class 23 contains 11809 members 
Mstep: Class 24 contains 96921 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4873 members 
Mstep: Class 28 contains 4490 members 
Mstep: Class 29 contains 25288 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5623 members 
Mstep: Class 32 contains 2473 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 7670 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843976.000000 Penalty: 115181.742188
Iteration 101Q: 36 clusters Score -7.384398e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128454 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2978 members 
Mstep: Class 5 contains 47001 members 
Mstep: Class 6 contains 9989 members 
Mstep: Class 7 contains 42494 members 
Mstep: Class 8 contains 21176 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4575 members 
Mstep: Class 13 contains 35980 members 
Mstep: Class 14 contains 24434 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22743 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10609 members 
Mstep: Class 22 contains 19177 members 
Mstep: Class 23 contains 11810 members 
Mstep: Class 24 contains 96925 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4876 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25288 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5621 members 
Mstep: Class 32 contains 2472 members 
Mstep: Class 33 contains 884 members 
Mstep: Class 34 contains 7677 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843856.000000 Penalty: 115181.742188
Iteration 102Q: 36 clusters Score -7.384386e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 128452 members 
Mstep: Class 3 contains 26589 members 
Mstep: Class 4 contains 2978 members 
Mstep: Class 5 contains 46994 members 
Mstep: Class 6 contains 9986 members 
Mstep: Class 7 contains 42497 members 
Mstep: Class 8 contains 21174 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2314 members 
Mstep: Class 12 contains 4574 members 
Mstep: Class 13 contains 35981 members 
Mstep: Class 14 contains 24428 members 
Mstep: Class 15 contains 484 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22746 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10612 members 
Mstep: Class 22 contains 19177 members 
Mstep: Class 23 contains 11810 members 
Mstep: Class 24 contains 96929 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4877 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5623 members 
Mstep: Class 32 contains 2471 members 
Mstep: Class 33 contains 892 members 
Mstep: Class 34 contains 7683 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73843920.000000 Penalty: 115181.742188
Iteration 103Q: 36 clusters Score -7.384392e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128449 members 
Mstep: Class 3 contains 26589 members 
Mstep: Class 4 contains 2977 members 
Mstep: Class 5 contains 46987 members 
Mstep: Class 6 contains 9986 members 
Mstep: Class 7 contains 42498 members 
Mstep: Class 8 contains 21174 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2314 members 
Mstep: Class 12 contains 4574 members 
Mstep: Class 13 contains 35981 members 
Mstep: Class 14 contains 24423 members 
Mstep: Class 15 contains 473 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22746 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10616 members 
Mstep: Class 22 contains 19176 members 
Mstep: Class 23 contains 11813 members 
Mstep: Class 24 contains 96929 members 
Mstep: Class 25 contains 2367 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4878 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5623 members 
Mstep: Class 32 contains 2471 members 
Mstep: Class 33 contains 903 members 
Mstep: Class 34 contains 7690 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844016.000000 Penalty: 115181.742188
Iteration 104Q: 36 clusters Score -7.384402e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128449 members 
Mstep: Class 3 contains 26589 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 46982 members 
Mstep: Class 6 contains 9985 members 
Mstep: Class 7 contains 42502 members 
Mstep: Class 8 contains 21173 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4575 members 
Mstep: Class 13 contains 35980 members 
Mstep: Class 14 contains 24424 members 
Mstep: Class 15 contains 453 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 22744 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10621 members 
Mstep: Class 22 contains 19175 members 
Mstep: Class 23 contains 11814 members 
Mstep: Class 24 contains 96926 members 
Mstep: Class 25 contains 2368 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4878 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25291 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5623 members 
Mstep: Class 32 contains 2471 members 
Mstep: Class 33 contains 923 members 
Mstep: Class 34 contains 7693 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844080.000000 Penalty: 115181.742188
Iteration 105Q: 36 clusters Score -7.384408e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128450 members 
Mstep: Class 3 contains 26591 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 46978 members 
Mstep: Class 6 contains 9983 members 
Mstep: Class 7 contains 42505 members 
Mstep: Class 8 contains 21172 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4576 members 
Mstep: Class 13 contains 35980 members 
Mstep: Class 14 contains 24422 members 
Mstep: Class 15 contains 422 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 22744 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10624 members 
Mstep: Class 22 contains 19174 members 
Mstep: Class 23 contains 11814 members 
Mstep: Class 24 contains 96928 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4876 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5620 members 
Mstep: Class 32 contains 2471 members 
Mstep: Class 33 contains 954 members 
Mstep: Class 34 contains 7695 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844248.000000 Penalty: 115181.742188
Iteration 106Q: 36 clusters Score -7.384425e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128449 members 
Mstep: Class 3 contains 26591 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 46974 members 
Mstep: Class 6 contains 9983 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21172 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4577 members 
Mstep: Class 13 contains 35980 members 
Mstep: Class 14 contains 24423 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 22744 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10633 members 
Mstep: Class 22 contains 19173 members 
Mstep: Class 23 contains 11815 members 
Mstep: Class 24 contains 96929 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25291 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5615 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 978 members 
Mstep: Class 34 contains 7696 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844392.000000 Penalty: 115181.742188
Iteration 107Q: 36 clusters Score -7.384439e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128449 members 
Mstep: Class 3 contains 26591 members 
Mstep: Class 4 contains 2977 members 
Mstep: Class 5 contains 46969 members 
Mstep: Class 6 contains 9981 members 
Mstep: Class 7 contains 42503 members 
Mstep: Class 8 contains 21172 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4578 members 
Mstep: Class 13 contains 35980 members 
Mstep: Class 14 contains 24422 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 22747 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10641 members 
Mstep: Class 22 contains 19172 members 
Mstep: Class 23 contains 11815 members 
Mstep: Class 24 contains 96931 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 4873 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5611 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 994 members 
Mstep: Class 34 contains 7698 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844568.000000 Penalty: 115181.742188
Iteration 108Q: 36 clusters Score -7.384457e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 128448 members 
Mstep: Class 3 contains 26591 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 46965 members 
Mstep: Class 6 contains 9978 members 
Mstep: Class 7 contains 42505 members 
Mstep: Class 8 contains 21172 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 35980 members 
Mstep: Class 14 contains 24421 members 
Mstep: Class 15 contains 371 members 
Mstep: Class 16 contains 1420 members 
Mstep: Class 17 contains 22748 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10648 members 
Mstep: Class 22 contains 19172 members 
Mstep: Class 23 contains 11817 members 
Mstep: Class 24 contains 96934 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 669 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25291 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5604 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1004 members 
Mstep: Class 34 contains 7700 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844632.000000 Penalty: 115181.742188
Iteration 109Q: 36 clusters Score -7.384463e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 128447 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 46961 members 
Mstep: Class 6 contains 9971 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 35980 members 
Mstep: Class 14 contains 24421 members 
Mstep: Class 15 contains 364 members 
Mstep: Class 16 contains 1419 members 
Mstep: Class 17 contains 22750 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10658 members 
Mstep: Class 22 contains 19172 members 
Mstep: Class 23 contains 11820 members 
Mstep: Class 24 contains 96936 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 669 members 
Mstep: Class 27 contains 4875 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25292 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5600 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7701 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844784.000000 Penalty: 115181.742188
Iteration 110Q: 36 clusters Score -7.384478e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 128447 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 46958 members 
Mstep: Class 6 contains 9972 members 
Mstep: Class 7 contains 42500 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4797 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 35979 members 
Mstep: Class 14 contains 24421 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1419 members 
Mstep: Class 17 contains 22750 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10666 members 
Mstep: Class 22 contains 19172 members 
Mstep: Class 23 contains 11821 members 
Mstep: Class 24 contains 96937 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4876 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25291 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5594 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7704 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844808.000000 Penalty: 115181.742188
Iteration 111Q: 36 clusters Score -7.384481e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 128446 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 46955 members 
Mstep: Class 6 contains 9972 members 
Mstep: Class 7 contains 42500 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4796 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 35978 members 
Mstep: Class 14 contains 24420 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1419 members 
Mstep: Class 17 contains 22750 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10673 members 
Mstep: Class 22 contains 19172 members 
Mstep: Class 23 contains 11822 members 
Mstep: Class 24 contains 96936 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4877 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25291 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5589 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7708 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844840.000000 Penalty: 115181.742188
Iteration 112Q: 36 clusters Score -7.384484e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 128444 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 46947 members 
Mstep: Class 6 contains 9973 members 
Mstep: Class 7 contains 42502 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 35978 members 
Mstep: Class 14 contains 24420 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1420 members 
Mstep: Class 17 contains 22751 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10677 members 
Mstep: Class 22 contains 19172 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96938 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4876 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25291 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5588 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7710 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844848.000000 Penalty: 115181.742188
Iteration 113Q: 36 clusters Score -7.384485e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 128443 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 46946 members 
Mstep: Class 6 contains 9970 members 
Mstep: Class 7 contains 42500 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 35977 members 
Mstep: Class 14 contains 24420 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1419 members 
Mstep: Class 17 contains 22754 members 
Mstep: Class 18 contains 1819 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10683 members 
Mstep: Class 22 contains 19172 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96938 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4875 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5587 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7712 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844872.000000 Penalty: 115181.742188
Iteration 114Q: 36 clusters Score -7.384487e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 128439 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 46943 members 
Mstep: Class 6 contains 9966 members 
Mstep: Class 7 contains 42500 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 35977 members 
Mstep: Class 14 contains 24420 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1419 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10693 members 
Mstep: Class 22 contains 19172 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96937 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4875 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5585 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7714 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844808.000000 Penalty: 115181.742188
Iteration 115Q: 36 clusters Score -7.384481e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128440 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 46936 members 
Mstep: Class 6 contains 9965 members 
Mstep: Class 7 contains 42502 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 35977 members 
Mstep: Class 14 contains 24419 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1420 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10696 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11822 members 
Mstep: Class 24 contains 96943 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25289 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5583 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7717 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844808.000000 Penalty: 115181.742188
Iteration 116Q: 36 clusters Score -7.384481e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128441 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 46929 members 
Mstep: Class 6 contains 9962 members 
Mstep: Class 7 contains 42501 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 35977 members 
Mstep: Class 14 contains 24418 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1422 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10697 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96950 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25289 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5581 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7719 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844736.000000 Penalty: 115181.742188
Iteration 117Q: 36 clusters Score -7.384474e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128441 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2975 members 
Mstep: Class 5 contains 46923 members 
Mstep: Class 6 contains 9960 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10702 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96950 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25289 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5581 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7720 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844736.000000 Penalty: 115181.742188
Iteration 118Q: 36 clusters Score -7.384474e+07 nChanged 19
Entering ConstructFrom: 
Score: -73844736.000000 Penalty: 115181.742188
Entering ConstructFrom: 
Trying to split cluster 1 (4718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Entering Unmasked Estep 
Score: -619378.187500 Penalty: 2097.866699
	Iteration 0F: 2 clusters Score -619378.2 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 2294 members 
Entering Unmasked Estep 
Score: -615024.062500 Penalty: 4195.733398
	Iteration 0F: 3 clusters Score -615024.1 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -616049.875000 Penalty: 4195.733398
	Iteration 1F: 3 clusters Score -616049.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -616297.687500 Penalty: 4195.733398
	Iteration 2F: 3 clusters Score -616297.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -616470.000000 Penalty: 4195.733398
	Iteration 3F: 3 clusters Score -616470 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -616605.000000 Penalty: 4195.733398
	Iteration 4Q: 3 clusters Score -616605 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -616722.500000 Penalty: 4195.733398
	Iteration 5Q: 3 clusters Score -616722.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -616835.562500 Penalty: 4195.733398
	Iteration 6Q: 3 clusters Score -616835.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -616931.500000 Penalty: 4195.733398
	Iteration 7Q: 3 clusters Score -616931.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -617008.687500 Penalty: 4195.733398
	Iteration 8Q: 3 clusters Score -617008.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -617099.312500 Penalty: 4195.733398
	Iteration 9Q: 3 clusters Score -617099.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -617195.312500 Penalty: 4195.733398
	Iteration 10Q: 3 clusters Score -617195.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -617286.125000 Penalty: 4195.733398
	Iteration 11Q: 3 clusters Score -617286.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -617373.875000 Penalty: 4195.733398
	Iteration 12Q: 3 clusters Score -617373.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -617461.937500 Penalty: 4195.733398
	Iteration 13Q: 3 clusters Score -617461.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -617535.000000 Penalty: 4195.733398
	Iteration 14Q: 3 clusters Score -617535 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -617596.500000 Penalty: 4195.733398
	Iteration 15Q: 3 clusters Score -617596.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -617649.125000 Penalty: 4195.733398
	Iteration 16Q: 3 clusters Score -617649.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -617691.375000 Penalty: 4195.733398
	Iteration 17Q: 3 clusters Score -617691.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -617730.250000 Penalty: 4195.733398
	Iteration 18Q: 3 clusters Score -617730.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -617768.437500 Penalty: 4195.733398
	Iteration 19Q: 3 clusters Score -617768.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -617794.187500 Penalty: 4195.733398
	Iteration 20F: 3 clusters Score -617794.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -617813.750000 Penalty: 4195.733398
	Iteration 21Q: 3 clusters Score -617813.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -617833.375000 Penalty: 4195.733398
	Iteration 22Q: 3 clusters Score -617833.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -617846.875000 Penalty: 4195.733398
	Iteration 23Q: 3 clusters Score -617846.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -617856.062500 Penalty: 4195.733398
	Iteration 24Q: 3 clusters Score -617856.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -617863.500000 Penalty: 4195.733398
	Iteration 25Q: 3 clusters Score -617863.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -617870.062500 Penalty: 4195.733398
	Iteration 26Q: 3 clusters Score -617870.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -617875.312500 Penalty: 4195.733398
	Iteration 27Q: 3 clusters Score -617875.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -617876.437500 Penalty: 4195.733398
	Iteration 28Q: 3 clusters Score -617876.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -617882.937500 Penalty: 4195.733398
	Iteration 29Q: 3 clusters Score -617882.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -617887.062500 Penalty: 4195.733398
	Iteration 30Q: 3 clusters Score -617887.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -617891.625000 Penalty: 4195.733398
	Iteration 31Q: 3 clusters Score -617891.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -617894.375000 Penalty: 4195.733398
	Iteration 32Q: 3 clusters Score -617894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -617893.750000 Penalty: 4195.733398
	Iteration 33Q: 3 clusters Score -617893.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -617896.187500 Penalty: 4195.733398
	Iteration 34Q: 3 clusters Score -617896.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -617896.187500 Penalty: 4195.733398
	Iteration 35Q: 3 clusters Score -617896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -617897.062500 Penalty: 4195.733398
	Iteration 36Q: 3 clusters Score -617897.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -617897.250000 Penalty: 4195.733398
	Iteration 37Q: 3 clusters Score -617897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -617897.250000 Penalty: 4195.733398
	Iteration 38F: 3 clusters Score -617897.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (128439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128439 members 
Entering Unmasked Estep 
Score: -16901480.000000 Penalty: 2917.275879
	Iteration 0F: 2 clusters Score -1.690148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -16815712.000000 Penalty: 5834.551758
	Iteration 0F: 3 clusters Score -1.681571e+07 nChanged 61357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 68912 members 
Entering Unmasked Estep 
Score: -16850684.000000 Penalty: 5834.551758
	Iteration 1F: 3 clusters Score -1.685068e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 71707 members 
Entering Unmasked Estep 
Score: -16852080.000000 Penalty: 5834.551758
	Iteration 2Q: 3 clusters Score -1.685208e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 75983 members 
Entering Unmasked Estep 
Score: -16854346.000000 Penalty: 5834.551758
	Iteration 3Q: 3 clusters Score -1.685435e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 82236 members 
Entering Unmasked Estep 
Score: -16858328.000000 Penalty: 5834.551758
	Iteration 4F: 3 clusters Score -1.685833e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 90685 members 
Entering Unmasked Estep 
Score: -16864876.000000 Penalty: 5834.551758
	Iteration 5F: 3 clusters Score -1.686488e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 101171 members 
Entering Unmasked Estep 
Score: -16874468.000000 Penalty: 5834.551758
	Iteration 6F: 3 clusters Score -1.687447e+07 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 111555 members 
Entering Unmasked Estep 
Score: -16884864.000000 Penalty: 5834.551758
	Iteration 7F: 3 clusters Score -1.688486e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 119013 members 
Entering Unmasked Estep 
Score: -16892290.000000 Penalty: 5834.551758
	Iteration 8F: 3 clusters Score -1.689229e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 123038 members 
Entering Unmasked Estep 
Score: -16896168.000000 Penalty: 5834.551758
	Iteration 9Q: 3 clusters Score -1.689617e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 124744 members 
Entering Unmasked Estep 
Score: -16898000.000000 Penalty: 5834.551758
	Iteration 10Q: 3 clusters Score -1.6898e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 125384 members 
Entering Unmasked Estep 
Score: -16898898.000000 Penalty: 5834.551758
	Iteration 11Q: 3 clusters Score -1.68989e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 125630 members 
Entering Unmasked Estep 
Score: -16899336.000000 Penalty: 5834.551758
	Iteration 12Q: 3 clusters Score -1.689934e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 125747 members 
Entering Unmasked Estep 
Score: -16899540.000000 Penalty: 5834.551758
	Iteration 13Q: 3 clusters Score -1.689954e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 125801 members 
Entering Unmasked Estep 
Score: -16899634.000000 Penalty: 5834.551758
	Iteration 14Q: 3 clusters Score -1.689963e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 125838 members 
Entering Unmasked Estep 
Score: -16899742.000000 Penalty: 5834.551758
	Iteration 15Q: 3 clusters Score -1.689974e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 125859 members 
Entering Unmasked Estep 
Score: -16899804.000000 Penalty: 5834.551758
	Iteration 16Q: 3 clusters Score -1.68998e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 125863 members 
Entering Unmasked Estep 
Score: -16899854.000000 Penalty: 5834.551758
	Iteration 17Q: 3 clusters Score -1.689985e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 125879 members 
Entering Unmasked Estep 
Score: -16899884.000000 Penalty: 5834.551758
	Iteration 18Q: 3 clusters Score -1.689988e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 125876 members 
Entering Unmasked Estep 
Score: -16899920.000000 Penalty: 5834.551758
	Iteration 19Q: 3 clusters Score -1.689992e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 125874 members 
Entering Unmasked Estep 
Score: -16899918.000000 Penalty: 5834.551758
	Iteration 20F: 3 clusters Score -1.689992e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 125875 members 
Entering Unmasked Estep 
Score: -16899930.000000 Penalty: 5834.551758
	Iteration 21Q: 3 clusters Score -1.689993e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 125891 members 
Entering Unmasked Estep 
Score: -16899908.000000 Penalty: 5834.551758
	Iteration 22Q: 3 clusters Score -1.689991e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 125906 members 
Entering Unmasked Estep 
Score: -16899908.000000 Penalty: 5834.551758
	Iteration 23Q: 3 clusters Score -1.689991e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 125929 members 
Entering Unmasked Estep 
Score: -16899930.000000 Penalty: 5834.551758
	Iteration 24Q: 3 clusters Score -1.689993e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 125948 members 
Entering Unmasked Estep 
Score: -16899942.000000 Penalty: 5834.551758
	Iteration 25Q: 3 clusters Score -1.689994e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 125960 members 
Entering Unmasked Estep 
Score: -16899970.000000 Penalty: 5834.551758
	Iteration 26Q: 3 clusters Score -1.689997e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 125977 members 
Entering Unmasked Estep 
Score: -16899980.000000 Penalty: 5834.551758
	Iteration 27Q: 3 clusters Score -1.689998e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 125988 members 
Entering Unmasked Estep 
Score: -16899974.000000 Penalty: 5834.551758
	Iteration 28Q: 3 clusters Score -1.689997e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 125998 members 
Entering Unmasked Estep 
Score: -16900000.000000 Penalty: 5834.551758
	Iteration 29Q: 3 clusters Score -1.69e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 126004 members 
Entering Unmasked Estep 
Score: -16900002.000000 Penalty: 5834.551758
	Iteration 30Q: 3 clusters Score -1.69e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 126009 members 
Entering Unmasked Estep 
Score: -16900008.000000 Penalty: 5834.551758
	Iteration 31Q: 3 clusters Score -1.690001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 126013 members 
Entering Unmasked Estep 
Score: -16900014.000000 Penalty: 5834.551758
	Iteration 32Q: 3 clusters Score -1.690001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 126021 members 
Entering Unmasked Estep 
Score: -16900008.000000 Penalty: 5834.551758
	Iteration 33Q: 3 clusters Score -1.690001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 126025 members 
Entering Unmasked Estep 
Score: -16900008.000000 Penalty: 5834.551758
	Iteration 34Q: 3 clusters Score -1.690001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 126026 members 
Entering Unmasked Estep 
Score: -16900004.000000 Penalty: 5834.551758
	Iteration 35Q: 3 clusters Score -1.69e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 126026 members 
Entering Unmasked Estep 
Score: -16900004.000000 Penalty: 5834.551758
	Iteration 36F: 3 clusters Score -1.69e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Entering Unmasked Estep 
Score: -3547555.000000 Penalty: 2526.696045
	Iteration 0F: 2 clusters Score -3547555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3529325.750000 Penalty: 5053.392090
	Iteration 0F: 3 clusters Score -3529326 nChanged 11773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -3535664.500000 Penalty: 5053.392090
	Iteration 1F: 3 clusters Score -3535664 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -3536256.250000 Penalty: 5053.392090
	Iteration 2F: 3 clusters Score -3536256 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3536845.500000 Penalty: 5053.392090
	Iteration 3Q: 3 clusters Score -3536846 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -3537490.500000 Penalty: 5053.392090
	Iteration 4Q: 3 clusters Score -3537490 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -3538242.500000 Penalty: 5053.392090
	Iteration 5F: 3 clusters Score -3538242 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3539098.500000 Penalty: 5053.392090
	Iteration 6F: 3 clusters Score -3539098 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -3540058.750000 Penalty: 5053.392090
	Iteration 7F: 3 clusters Score -3540059 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -3541053.000000 Penalty: 5053.392090
	Iteration 8F: 3 clusters Score -3541053 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3542035.500000 Penalty: 5053.392090
	Iteration 9F: 3 clusters Score -3542036 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -3542983.250000 Penalty: 5053.392090
	Iteration 10Q: 3 clusters Score -3542983 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3543878.250000 Penalty: 5053.392090
	Iteration 11Q: 3 clusters Score -3543878 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -3544540.750000 Penalty: 5053.392090
	Iteration 12Q: 3 clusters Score -3544541 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3544958.750000 Penalty: 5053.392090
	Iteration 13Q: 3 clusters Score -3544959 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3545232.500000 Penalty: 5053.392090
	Iteration 14Q: 3 clusters Score -3545232 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3545388.750000 Penalty: 5053.392090
	Iteration 15Q: 3 clusters Score -3545389 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3545494.500000 Penalty: 5053.392090
	Iteration 16Q: 3 clusters Score -3545494 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3545554.750000 Penalty: 5053.392090
	Iteration 17Q: 3 clusters Score -3545555 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3545588.000000 Penalty: 5053.392090
	Iteration 18Q: 3 clusters Score -3545588 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3545623.750000 Penalty: 5053.392090
	Iteration 19Q: 3 clusters Score -3545624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3545653.750000 Penalty: 5053.392090
	Iteration 20F: 3 clusters Score -3545654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3545672.250000 Penalty: 5053.392090
	Iteration 21Q: 3 clusters Score -3545672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3545681.750000 Penalty: 5053.392090
	Iteration 22Q: 3 clusters Score -3545682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3545693.250000 Penalty: 5053.392090
	Iteration 23Q: 3 clusters Score -3545693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3545710.000000 Penalty: 5053.392090
	Iteration 24Q: 3 clusters Score -3545710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3545722.500000 Penalty: 5053.392090
	Iteration 25Q: 3 clusters Score -3545722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3545720.250000 Penalty: 5053.392090
	Iteration 26Q: 3 clusters Score -3545720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3545721.500000 Penalty: 5053.392090
	Iteration 27Q: 3 clusters Score -3545722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3545713.500000 Penalty: 5053.392090
	Iteration 28Q: 3 clusters Score -3545714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3545717.750000 Penalty: 5053.392090
	Iteration 29Q: 3 clusters Score -3545718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3545719.250000 Penalty: 5053.392090
	Iteration 30Q: 3 clusters Score -3545719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3545718.250000 Penalty: 5053.392090
	Iteration 31Q: 3 clusters Score -3545718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3545722.500000 Penalty: 5053.392090
	Iteration 32Q: 3 clusters Score -3545722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3545717.250000 Penalty: 5053.392090
	Iteration 33Q: 3 clusters Score -3545717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3545724.750000 Penalty: 5053.392090
	Iteration 34Q: 3 clusters Score -3545725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3545724.750000 Penalty: 5053.392090
	Iteration 35F: 3 clusters Score -3545725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Entering Unmasked Estep 
Score: -366376.500000 Penalty: 1983.503784
	Iteration 0F: 2 clusters Score -366376.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -363125.468750 Penalty: 3967.007568
	Iteration 0F: 3 clusters Score -363125.5 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -363803.531250 Penalty: 3967.007568
	Iteration 1F: 3 clusters Score -363803.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -363933.812500 Penalty: 3967.007568
	Iteration 2F: 3 clusters Score -363933.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -364010.812500 Penalty: 3967.007568
	Iteration 3Q: 3 clusters Score -364010.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -364084.250000 Penalty: 3967.007568
	Iteration 4Q: 3 clusters Score -364084.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -364148.687500 Penalty: 3967.007568
	Iteration 5Q: 3 clusters Score -364148.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -364215.312500 Penalty: 3967.007568
	Iteration 6Q: 3 clusters Score -364215.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -364302.562500 Penalty: 3967.007568
	Iteration 7Q: 3 clusters Score -364302.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -364401.250000 Penalty: 3967.007568
	Iteration 8Q: 3 clusters Score -364401.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -364521.968750 Penalty: 3967.007568
	Iteration 9Q: 3 clusters Score -364522 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -364697.968750 Penalty: 3967.007568
	Iteration 10Q: 3 clusters Score -364698 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -364857.406250 Penalty: 3967.007568
	Iteration 11Q: 3 clusters Score -364857.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -365026.875000 Penalty: 3967.007568
	Iteration 12Q: 3 clusters Score -365026.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -365178.343750 Penalty: 3967.007568
	Iteration 13Q: 3 clusters Score -365178.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -365339.812500 Penalty: 3967.007568
	Iteration 14Q: 3 clusters Score -365339.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -365449.718750 Penalty: 3967.007568
	Iteration 15Q: 3 clusters Score -365449.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -365527.906250 Penalty: 3967.007568
	Iteration 16Q: 3 clusters Score -365527.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -365580.875000 Penalty: 3967.007568
	Iteration 17Q: 3 clusters Score -365580.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -365623.031250 Penalty: 3967.007568
	Iteration 18Q: 3 clusters Score -365623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -365656.781250 Penalty: 3967.007568
	Iteration 19Q: 3 clusters Score -365656.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -365680.187500 Penalty: 3967.007568
	Iteration 20F: 3 clusters Score -365680.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -365703.250000 Penalty: 3967.007568
	Iteration 21Q: 3 clusters Score -365703.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -365712.562500 Penalty: 3967.007568
	Iteration 22Q: 3 clusters Score -365712.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -365723.156250 Penalty: 3967.007568
	Iteration 23Q: 3 clusters Score -365723.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -365728.875000 Penalty: 3967.007568
	Iteration 24Q: 3 clusters Score -365728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -365732.093750 Penalty: 3967.007568
	Iteration 25Q: 3 clusters Score -365732.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -365735.312500 Penalty: 3967.007568
	Iteration 26Q: 3 clusters Score -365735.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -365736.468750 Penalty: 3967.007568
	Iteration 27Q: 3 clusters Score -365736.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -365738.625000 Penalty: 3967.007568
	Iteration 28Q: 3 clusters Score -365738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -365739.718750 Penalty: 3967.007568
	Iteration 29Q: 3 clusters Score -365739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -365739.843750 Penalty: 3967.007568
	Iteration 30Q: 3 clusters Score -365739.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -365741.250000 Penalty: 3967.007568
	Iteration 31Q: 3 clusters Score -365741.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -365745.156250 Penalty: 3967.007568
	Iteration 32Q: 3 clusters Score -365745.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -365749.031250 Penalty: 3967.007568
	Iteration 33Q: 3 clusters Score -365749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -365750.437500 Penalty: 3967.007568
	Iteration 34Q: 3 clusters Score -365750.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -365754.312500 Penalty: 3967.007568
	Iteration 35Q: 3 clusters Score -365754.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -365758.781250 Penalty: 3967.007568
	Iteration 36Q: 3 clusters Score -365758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -365759.500000 Penalty: 3967.007568
	Iteration 37Q: 3 clusters Score -365759.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -365760.500000 Penalty: 3967.007568
	Iteration 38Q: 3 clusters Score -365760.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -365760.781250 Penalty: 3967.007568
	Iteration 39Q: 3 clusters Score -365760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -365762.250000 Penalty: 3967.007568
	Iteration 40F: 3 clusters Score -365762.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -365762.531250 Penalty: 3967.007568
	Iteration 41Q: 3 clusters Score -365762.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -365762.531250 Penalty: 3967.007568
	Iteration 42F: 3 clusters Score -365762.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Entering Unmasked Estep 
Score: -6139667.500000 Penalty: 2667.542725
	Iteration 0F: 2 clusters Score -6139668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -6107993.500000 Penalty: 5335.085449
	Iteration 0F: 3 clusters Score -6107994 nChanged 21619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -6119796.000000 Penalty: 5335.085449
	Iteration 1F: 3 clusters Score -6119796 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -6120594.500000 Penalty: 5335.085449
	Iteration 2Q: 3 clusters Score -6120594 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -6121703.500000 Penalty: 5335.085449
	Iteration 3F: 3 clusters Score -6121704 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -6123148.500000 Penalty: 5335.085449
	Iteration 4F: 3 clusters Score -6123148 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -6124921.000000 Penalty: 5335.085449
	Iteration 5F: 3 clusters Score -6124921 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -6126793.000000 Penalty: 5335.085449
	Iteration 6F: 3 clusters Score -6126793 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -6128603.000000 Penalty: 5335.085449
	Iteration 7F: 3 clusters Score -6128603 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -6130032.500000 Penalty: 5335.085449
	Iteration 8F: 3 clusters Score -6130032 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -6131184.500000 Penalty: 5335.085449
	Iteration 9Q: 3 clusters Score -6131184 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -6132168.000000 Penalty: 5335.085449
	Iteration 10Q: 3 clusters Score -6132168 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -6132981.000000 Penalty: 5335.085449
	Iteration 11Q: 3 clusters Score -6132981 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -6133706.500000 Penalty: 5335.085449
	Iteration 12Q: 3 clusters Score -6133706 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -6134389.500000 Penalty: 5335.085449
	Iteration 13Q: 3 clusters Score -6134390 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -6135069.000000 Penalty: 5335.085449
	Iteration 14Q: 3 clusters Score -6135069 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -6135644.000000 Penalty: 5335.085449
	Iteration 15Q: 3 clusters Score -6135644 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -6136110.500000 Penalty: 5335.085449
	Iteration 16Q: 3 clusters Score -6136110 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -6136478.500000 Penalty: 5335.085449
	Iteration 17Q: 3 clusters Score -6136478 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -6136754.000000 Penalty: 5335.085449
	Iteration 18Q: 3 clusters Score -6136754 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -6136960.000000 Penalty: 5335.085449
	Iteration 19Q: 3 clusters Score -6136960 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -6137086.500000 Penalty: 5335.085449
	Iteration 20F: 3 clusters Score -6137086 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -6137163.000000 Penalty: 5335.085449
	Iteration 21Q: 3 clusters Score -6137163 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -6137232.500000 Penalty: 5335.085449
	Iteration 22Q: 3 clusters Score -6137232 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -6137294.500000 Penalty: 5335.085449
	Iteration 23Q: 3 clusters Score -6137294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -6137329.000000 Penalty: 5335.085449
	Iteration 24Q: 3 clusters Score -6137329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -6137346.000000 Penalty: 5335.085449
	Iteration 25Q: 3 clusters Score -6137346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -6137354.000000 Penalty: 5335.085449
	Iteration 26Q: 3 clusters Score -6137354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -6137362.500000 Penalty: 5335.085449
	Iteration 27Q: 3 clusters Score -6137362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -6137376.500000 Penalty: 5335.085449
	Iteration 28Q: 3 clusters Score -6137376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -6137372.000000 Penalty: 5335.085449
	Iteration 29Q: 3 clusters Score -6137372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -6137387.500000 Penalty: 5335.085449
	Iteration 30Q: 3 clusters Score -6137388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -6137390.500000 Penalty: 5335.085449
	Iteration 31Q: 3 clusters Score -6137390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -6137400.500000 Penalty: 5335.085449
	Iteration 32Q: 3 clusters Score -6137400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -6137416.000000 Penalty: 5335.085449
	Iteration 33Q: 3 clusters Score -6137416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -6137418.500000 Penalty: 5335.085449
	Iteration 34Q: 3 clusters Score -6137418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -6137419.000000 Penalty: 5335.085449
	Iteration 35Q: 3 clusters Score -6137419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -6137422.000000 Penalty: 5335.085449
	Iteration 36Q: 3 clusters Score -6137422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -6137422.000000 Penalty: 5335.085449
	Iteration 37Q: 3 clusters Score -6137422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -6137422.000000 Penalty: 5335.085449
	Iteration 38F: 3 clusters Score -6137422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Entering Unmasked Estep 
Score: -1233240.625000 Penalty: 2283.095703
	Iteration 0F: 2 clusters Score -1233241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1225559.500000 Penalty: 4566.191406
	Iteration 0F: 3 clusters Score -1225560 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1227778.250000 Penalty: 4566.191406
	Iteration 1F: 3 clusters Score -1227778 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1228141.375000 Penalty: 4566.191406
	Iteration 2F: 3 clusters Score -1228141 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1228424.500000 Penalty: 4566.191406
	Iteration 3F: 3 clusters Score -1228424 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1228681.500000 Penalty: 4566.191406
	Iteration 4Q: 3 clusters Score -1228682 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1228901.875000 Penalty: 4566.191406
	Iteration 5Q: 3 clusters Score -1228902 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1229120.250000 Penalty: 4566.191406
	Iteration 6Q: 3 clusters Score -1229120 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1229345.125000 Penalty: 4566.191406
	Iteration 7Q: 3 clusters Score -1229345 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1229593.375000 Penalty: 4566.191406
	Iteration 8Q: 3 clusters Score -1229593 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1229870.125000 Penalty: 4566.191406
	Iteration 9Q: 3 clusters Score -1229870 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1230173.375000 Penalty: 4566.191406
	Iteration 10Q: 3 clusters Score -1230173 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1230455.000000 Penalty: 4566.191406
	Iteration 11Q: 3 clusters Score -1230455 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1230730.125000 Penalty: 4566.191406
	Iteration 12Q: 3 clusters Score -1230730 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1231018.250000 Penalty: 4566.191406
	Iteration 13Q: 3 clusters Score -1231018 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1231318.875000 Penalty: 4566.191406
	Iteration 14Q: 3 clusters Score -1231319 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1231567.375000 Penalty: 4566.191406
	Iteration 15Q: 3 clusters Score -1231567 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1231743.375000 Penalty: 4566.191406
	Iteration 16Q: 3 clusters Score -1231743 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1231877.500000 Penalty: 4566.191406
	Iteration 17Q: 3 clusters Score -1231878 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1231972.500000 Penalty: 4566.191406
	Iteration 18Q: 3 clusters Score -1231972 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1232067.750000 Penalty: 4566.191406
	Iteration 19Q: 3 clusters Score -1232068 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1232157.625000 Penalty: 4566.191406
	Iteration 20F: 3 clusters Score -1232158 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1232250.125000 Penalty: 4566.191406
	Iteration 21Q: 3 clusters Score -1232250 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1232361.500000 Penalty: 4566.191406
	Iteration 22Q: 3 clusters Score -1232362 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1232503.250000 Penalty: 4566.191406
	Iteration 23Q: 3 clusters Score -1232503 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1232722.000000 Penalty: 4566.191406
	Iteration 24Q: 3 clusters Score -1232722 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1233043.500000 Penalty: 4566.191406
	Iteration 25Q: 3 clusters Score -1233044 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1233261.625000 Penalty: 4566.191406
	Iteration 26Q: 3 clusters Score -1233262 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1233340.750000 Penalty: 4566.191406
	Iteration 27Q: 3 clusters Score -1233341 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1233361.250000 Penalty: 4566.191406
	Iteration 28Q: 3 clusters Score -1233361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1233370.625000 Penalty: 4566.191406
	Iteration 29Q: 3 clusters Score -1233371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1233376.500000 Penalty: 4566.191406
	Iteration 30Q: 3 clusters Score -1233376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1233384.375000 Penalty: 4566.191406
	Iteration 31Q: 3 clusters Score -1233384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1233385.000000 Penalty: 4566.191406
	Iteration 32Q: 3 clusters Score -1233385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1233389.500000 Penalty: 4566.191406
	Iteration 33Q: 3 clusters Score -1233390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1233389.250000 Penalty: 4566.191406
	Iteration 34Q: 3 clusters Score -1233389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1233391.375000 Penalty: 4566.191406
	Iteration 35Q: 3 clusters Score -1233391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1233392.375000 Penalty: 4566.191406
	Iteration 36Q: 3 clusters Score -1233392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1233391.500000 Penalty: 4566.191406
	Iteration 37Q: 3 clusters Score -1233392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1233395.500000 Penalty: 4566.191406
	Iteration 38Q: 3 clusters Score -1233396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1233396.625000 Penalty: 4566.191406
	Iteration 39Q: 3 clusters Score -1233397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1233396.500000 Penalty: 4566.191406
	Iteration 40F: 3 clusters Score -1233396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1233396.250000 Penalty: 4566.191406
	Iteration 41Q: 3 clusters Score -1233396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1233394.375000 Penalty: 4566.191406
	Iteration 42Q: 3 clusters Score -1233394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1233394.375000 Penalty: 4566.191406
	Iteration 43F: 3 clusters Score -1233394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128439 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2975 members 
Mstep: Class 5 contains 46921 members 
Mstep: Class 6 contains 5226 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21172 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10706 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96950 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25289 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5581 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 4731 members 
Entering Unmasked Estep 
Score: -73844128.000000 Penalty: 118472.648438
Splitting cluster 6 changes total score from -73844736.000000 to -73844128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (42504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Entering Unmasked Estep 
Score: -5583184.500000 Penalty: 2643.023682
	Iteration 0F: 2 clusters Score -5583184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -5554393.500000 Penalty: 5286.047363
	Iteration 0F: 3 clusters Score -5554394 nChanged 19367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -5565237.500000 Penalty: 5286.047363
	Iteration 1F: 3 clusters Score -5565238 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -5566093.500000 Penalty: 5286.047363
	Iteration 2Q: 3 clusters Score -5566094 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -5567259.500000 Penalty: 5286.047363
	Iteration 3F: 3 clusters Score -5567260 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -5569230.000000 Penalty: 5286.047363
	Iteration 4F: 3 clusters Score -5569230 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -5571998.000000 Penalty: 5286.047363
	Iteration 5F: 3 clusters Score -5571998 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -5575285.500000 Penalty: 5286.047363
	Iteration 6F: 3 clusters Score -5575286 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -5577934.000000 Penalty: 5286.047363
	Iteration 7F: 3 clusters Score -5577934 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5579450.000000 Penalty: 5286.047363
	Iteration 8Q: 3 clusters Score -5579450 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5580110.500000 Penalty: 5286.047363
	Iteration 9Q: 3 clusters Score -5580110 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5580450.500000 Penalty: 5286.047363
	Iteration 10Q: 3 clusters Score -5580450 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5580637.500000 Penalty: 5286.047363
	Iteration 11Q: 3 clusters Score -5580638 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5580722.000000 Penalty: 5286.047363
	Iteration 12Q: 3 clusters Score -5580722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5580785.000000 Penalty: 5286.047363
	Iteration 13Q: 3 clusters Score -5580785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5580828.000000 Penalty: 5286.047363
	Iteration 14Q: 3 clusters Score -5580828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5580846.500000 Penalty: 5286.047363
	Iteration 15Q: 3 clusters Score -5580846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5580856.500000 Penalty: 5286.047363
	Iteration 16Q: 3 clusters Score -5580856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5580869.500000 Penalty: 5286.047363
	Iteration 17Q: 3 clusters Score -5580870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5580886.000000 Penalty: 5286.047363
	Iteration 18Q: 3 clusters Score -5580886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5580887.000000 Penalty: 5286.047363
	Iteration 19Q: 3 clusters Score -5580887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5580897.000000 Penalty: 5286.047363
	Iteration 20F: 3 clusters Score -5580897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5580899.500000 Penalty: 5286.047363
	Iteration 21Q: 3 clusters Score -5580900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5580903.000000 Penalty: 5286.047363
	Iteration 22Q: 3 clusters Score -5580903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5580908.000000 Penalty: 5286.047363
	Iteration 23Q: 3 clusters Score -5580908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5580903.500000 Penalty: 5286.047363
	Iteration 24Q: 3 clusters Score -5580904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5580905.500000 Penalty: 5286.047363
	Iteration 25Q: 3 clusters Score -5580906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5580905.500000 Penalty: 5286.047363
	Iteration 26F: 3 clusters Score -5580906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Entering Unmasked Estep 
Score: -2744413.000000 Penalty: 2470.187744
	Iteration 0F: 2 clusters Score -2744413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2729676.250000 Penalty: 4940.375488
	Iteration 0F: 3 clusters Score -2729676 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2734675.500000 Penalty: 4940.375488
	Iteration 1F: 3 clusters Score -2734676 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2735245.500000 Penalty: 4940.375488
	Iteration 2F: 3 clusters Score -2735246 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2736076.000000 Penalty: 4940.375488
	Iteration 3F: 3 clusters Score -2736076 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2737232.750000 Penalty: 4940.375488
	Iteration 4F: 3 clusters Score -2737233 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2738729.000000 Penalty: 4940.375488
	Iteration 5F: 3 clusters Score -2738729 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2740114.750000 Penalty: 4940.375488
	Iteration 6F: 3 clusters Score -2740115 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2741049.000000 Penalty: 4940.375488
	Iteration 7F: 3 clusters Score -2741049 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2741645.000000 Penalty: 4940.375488
	Iteration 8Q: 3 clusters Score -2741645 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2742025.750000 Penalty: 4940.375488
	Iteration 9Q: 3 clusters Score -2742026 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2742329.750000 Penalty: 4940.375488
	Iteration 10Q: 3 clusters Score -2742330 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2742530.000000 Penalty: 4940.375488
	Iteration 11Q: 3 clusters Score -2742530 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2742686.000000 Penalty: 4940.375488
	Iteration 12Q: 3 clusters Score -2742686 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2742810.500000 Penalty: 4940.375488
	Iteration 13Q: 3 clusters Score -2742810 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2742884.750000 Penalty: 4940.375488
	Iteration 14Q: 3 clusters Score -2742885 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2742942.750000 Penalty: 4940.375488
	Iteration 15Q: 3 clusters Score -2742943 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2742981.500000 Penalty: 4940.375488
	Iteration 16Q: 3 clusters Score -2742982 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2742999.500000 Penalty: 4940.375488
	Iteration 17Q: 3 clusters Score -2743000 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2743019.750000 Penalty: 4940.375488
	Iteration 18Q: 3 clusters Score -2743020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2743038.000000 Penalty: 4940.375488
	Iteration 19Q: 3 clusters Score -2743038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2743050.000000 Penalty: 4940.375488
	Iteration 20F: 3 clusters Score -2743050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2743059.000000 Penalty: 4940.375488
	Iteration 21Q: 3 clusters Score -2743059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2743057.500000 Penalty: 4940.375488
	Iteration 22Q: 3 clusters Score -2743058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2743066.250000 Penalty: 4940.375488
	Iteration 23Q: 3 clusters Score -2743066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2743070.750000 Penalty: 4940.375488
	Iteration 24Q: 3 clusters Score -2743071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2743073.500000 Penalty: 4940.375488
	Iteration 25Q: 3 clusters Score -2743074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2743082.750000 Penalty: 4940.375488
	Iteration 26Q: 3 clusters Score -2743083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2743082.000000 Penalty: 4940.375488
	Iteration 27Q: 3 clusters Score -2743082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2743086.750000 Penalty: 4940.375488
	Iteration 28Q: 3 clusters Score -2743087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2743084.000000 Penalty: 4940.375488
	Iteration 29Q: 3 clusters Score -2743084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -2743092.750000 Penalty: 4940.375488
	Iteration 30Q: 3 clusters Score -2743093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -2743092.000000 Penalty: 4940.375488
	Iteration 31Q: 3 clusters Score -2743092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2743092.250000 Penalty: 4940.375488
	Iteration 32Q: 3 clusters Score -2743092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2743095.250000 Penalty: 4940.375488
	Iteration 33Q: 3 clusters Score -2743095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2743095.750000 Penalty: 4940.375488
	Iteration 34Q: 3 clusters Score -2743096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2743097.250000 Penalty: 4940.375488
	Iteration 35Q: 3 clusters Score -2743097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2743096.500000 Penalty: 4940.375488
	Iteration 36Q: 3 clusters Score -2743096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2743097.250000 Penalty: 4940.375488
	Iteration 37Q: 3 clusters Score -2743097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2743096.500000 Penalty: 4940.375488
	Iteration 38Q: 3 clusters Score -2743096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2743100.250000 Penalty: 4940.375488
	Iteration 39Q: 3 clusters Score -2743100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2743102.250000 Penalty: 4940.375488
	Iteration 40F: 3 clusters Score -2743102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2743103.250000 Penalty: 4940.375488
	Iteration 41Q: 3 clusters Score -2743103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2743099.750000 Penalty: 4940.375488
	Iteration 42Q: 3 clusters Score -2743100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2743104.750000 Penalty: 4940.375488
	Iteration 43Q: 3 clusters Score -2743105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2743106.000000 Penalty: 4940.375488
	Iteration 44Q: 3 clusters Score -2743106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2743109.250000 Penalty: 4940.375488
	Iteration 45Q: 3 clusters Score -2743109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2743112.500000 Penalty: 4940.375488
	Iteration 46Q: 3 clusters Score -2743112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2743113.000000 Penalty: 4940.375488
	Iteration 47Q: 3 clusters Score -2743113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2743117.750000 Penalty: 4940.375488
	Iteration 48Q: 3 clusters Score -2743118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2743118.750000 Penalty: 4940.375488
	Iteration 49Q: 3 clusters Score -2743119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2743120.500000 Penalty: 4940.375488
	Iteration 50Q: 3 clusters Score -2743120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2743123.750000 Penalty: 4940.375488
	Iteration 51Q: 3 clusters Score -2743124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2743123.000000 Penalty: 4940.375488
	Iteration 52Q: 3 clusters Score -2743123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2743125.750000 Penalty: 4940.375488
	Iteration 53Q: 3 clusters Score -2743126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2743124.750000 Penalty: 4940.375488
	Iteration 54Q: 3 clusters Score -2743125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2743127.000000 Penalty: 4940.375488
	Iteration 55Q: 3 clusters Score -2743127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2743128.500000 Penalty: 4940.375488
	Iteration 56Q: 3 clusters Score -2743128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2743134.000000 Penalty: 4940.375488
	Iteration 57Q: 3 clusters Score -2743134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2743130.250000 Penalty: 4940.375488
	Iteration 58Q: 3 clusters Score -2743130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2743130.250000 Penalty: 4940.375488
	Iteration 59F: 3 clusters Score -2743130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Entering Unmasked Estep 
Score: -630780.562500 Penalty: 2101.881592
	Iteration 0F: 2 clusters Score -630780.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -626311.125000 Penalty: 4203.763184
	Iteration 0F: 3 clusters Score -626311.1 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -627267.937500 Penalty: 4203.763184
	Iteration 1F: 3 clusters Score -627267.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -627471.187500 Penalty: 4203.763184
	Iteration 2F: 3 clusters Score -627471.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -627600.687500 Penalty: 4203.763184
	Iteration 3F: 3 clusters Score -627600.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -627693.875000 Penalty: 4203.763184
	Iteration 4Q: 3 clusters Score -627693.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -627760.687500 Penalty: 4203.763184
	Iteration 5Q: 3 clusters Score -627760.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -627820.625000 Penalty: 4203.763184
	Iteration 6Q: 3 clusters Score -627820.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -627887.312500 Penalty: 4203.763184
	Iteration 7Q: 3 clusters Score -627887.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -627967.000000 Penalty: 4203.763184
	Iteration 8Q: 3 clusters Score -627967 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -628057.312500 Penalty: 4203.763184
	Iteration 9Q: 3 clusters Score -628057.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -628147.062500 Penalty: 4203.763184
	Iteration 10Q: 3 clusters Score -628147.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -628243.750000 Penalty: 4203.763184
	Iteration 11Q: 3 clusters Score -628243.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -628336.625000 Penalty: 4203.763184
	Iteration 12Q: 3 clusters Score -628336.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -628429.937500 Penalty: 4203.763184
	Iteration 13Q: 3 clusters Score -628429.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -628511.375000 Penalty: 4203.763184
	Iteration 14Q: 3 clusters Score -628511.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -628578.250000 Penalty: 4203.763184
	Iteration 15Q: 3 clusters Score -628578.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -628649.062500 Penalty: 4203.763184
	Iteration 16Q: 3 clusters Score -628649.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -628739.937500 Penalty: 4203.763184
	Iteration 17Q: 3 clusters Score -628739.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -628846.125000 Penalty: 4203.763184
	Iteration 18Q: 3 clusters Score -628846.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -628941.187500 Penalty: 4203.763184
	Iteration 19Q: 3 clusters Score -628941.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -629051.000000 Penalty: 4203.763184
	Iteration 20F: 3 clusters Score -629051 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -629165.375000 Penalty: 4203.763184
	Iteration 21Q: 3 clusters Score -629165.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -629239.250000 Penalty: 4203.763184
	Iteration 22Q: 3 clusters Score -629239.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -629302.562500 Penalty: 4203.763184
	Iteration 23Q: 3 clusters Score -629302.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -629350.937500 Penalty: 4203.763184
	Iteration 24Q: 3 clusters Score -629350.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -629382.875000 Penalty: 4203.763184
	Iteration 25Q: 3 clusters Score -629382.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -629409.125000 Penalty: 4203.763184
	Iteration 26Q: 3 clusters Score -629409.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -629431.000000 Penalty: 4203.763184
	Iteration 27Q: 3 clusters Score -629431 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -629449.312500 Penalty: 4203.763184
	Iteration 28Q: 3 clusters Score -629449.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -629461.312500 Penalty: 4203.763184
	Iteration 29Q: 3 clusters Score -629461.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -629474.437500 Penalty: 4203.763184
	Iteration 30Q: 3 clusters Score -629474.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -629480.437500 Penalty: 4203.763184
	Iteration 31Q: 3 clusters Score -629480.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -629490.812500 Penalty: 4203.763184
	Iteration 32Q: 3 clusters Score -629490.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -629501.562500 Penalty: 4203.763184
	Iteration 33Q: 3 clusters Score -629501.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -629508.937500 Penalty: 4203.763184
	Iteration 34Q: 3 clusters Score -629508.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -629515.625000 Penalty: 4203.763184
	Iteration 35Q: 3 clusters Score -629515.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -629524.500000 Penalty: 4203.763184
	Iteration 36Q: 3 clusters Score -629524.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -629531.875000 Penalty: 4203.763184
	Iteration 37Q: 3 clusters Score -629531.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -629534.437500 Penalty: 4203.763184
	Iteration 38Q: 3 clusters Score -629534.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -629536.937500 Penalty: 4203.763184
	Iteration 39Q: 3 clusters Score -629536.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -629539.750000 Penalty: 4203.763184
	Iteration 40F: 3 clusters Score -629539.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -629542.562500 Penalty: 4203.763184
	Iteration 41Q: 3 clusters Score -629542.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -629544.687500 Penalty: 4203.763184
	Iteration 42Q: 3 clusters Score -629544.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -629543.687500 Penalty: 4203.763184
	Iteration 43Q: 3 clusters Score -629543.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -629544.625000 Penalty: 4203.763184
	Iteration 44Q: 3 clusters Score -629544.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -629543.750000 Penalty: 4203.763184
	Iteration 45Q: 3 clusters Score -629543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -629546.250000 Penalty: 4203.763184
	Iteration 46Q: 3 clusters Score -629546.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -629546.687500 Penalty: 4203.763184
	Iteration 47Q: 3 clusters Score -629546.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -629546.937500 Penalty: 4203.763184
	Iteration 48Q: 3 clusters Score -629546.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -629547.750000 Penalty: 4203.763184
	Iteration 49Q: 3 clusters Score -629547.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -629547.750000 Penalty: 4203.763184
	Iteration 50F: 3 clusters Score -629547.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -56232.992188 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -56232.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54905.925781 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -54905.93 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55198.140625 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -55198.14 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55370.855469 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -55370.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -55589.265625 Penalty: 3074.445312
	Iteration 3F: 3 clusters Score -55589.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -55690.632812 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -55690.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -55726.582031 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -55726.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -55732.519531 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -55732.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -55732.519531 Penalty: 3074.445312
	Iteration 7F: 3 clusters Score -55732.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -313898.656250 Penalty: 1921.296875
	Iteration 0F: 2 clusters Score -313898.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -311076.937500 Penalty: 3842.593750
	Iteration 0F: 3 clusters Score -311076.9 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -311572.906250 Penalty: 3842.593750
	Iteration 1F: 3 clusters Score -311572.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -311700.750000 Penalty: 3842.593750
	Iteration 2F: 3 clusters Score -311700.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -311764.656250 Penalty: 3842.593750
	Iteration 3Q: 3 clusters Score -311764.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -311808.281250 Penalty: 3842.593750
	Iteration 4Q: 3 clusters Score -311808.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -311826.500000 Penalty: 3842.593750
	Iteration 5Q: 3 clusters Score -311826.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -311839.312500 Penalty: 3842.593750
	Iteration 6Q: 3 clusters Score -311839.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -311850.187500 Penalty: 3842.593750
	Iteration 7Q: 3 clusters Score -311850.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -311859.500000 Penalty: 3842.593750
	Iteration 8Q: 3 clusters Score -311859.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -311866.781250 Penalty: 3842.593750
	Iteration 9Q: 3 clusters Score -311866.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -311870.750000 Penalty: 3842.593750
	Iteration 10Q: 3 clusters Score -311870.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -311876.500000 Penalty: 3842.593750
	Iteration 11Q: 3 clusters Score -311876.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -311883.656250 Penalty: 3842.593750
	Iteration 12Q: 3 clusters Score -311883.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -311888.187500 Penalty: 3842.593750
	Iteration 13Q: 3 clusters Score -311888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -311891.125000 Penalty: 3842.593750
	Iteration 14Q: 3 clusters Score -311891.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -311894.062500 Penalty: 3842.593750
	Iteration 15Q: 3 clusters Score -311894.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -311894.687500 Penalty: 3842.593750
	Iteration 16Q: 3 clusters Score -311894.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -311894.687500 Penalty: 3842.593750
	Iteration 17F: 3 clusters Score -311894.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Entering Unmasked Estep 
Score: -593464.437500 Penalty: 2090.450439
	Iteration 0F: 2 clusters Score -593464.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -589204.062500 Penalty: 4180.900879
	Iteration 0F: 3 clusters Score -589204.1 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -590236.062500 Penalty: 4180.900879
	Iteration 1F: 3 clusters Score -590236.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -590452.812500 Penalty: 4180.900879
	Iteration 2F: 3 clusters Score -590452.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -590574.375000 Penalty: 4180.900879
	Iteration 3Q: 3 clusters Score -590574.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -590679.000000 Penalty: 4180.900879
	Iteration 4Q: 3 clusters Score -590679 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -590768.000000 Penalty: 4180.900879
	Iteration 5Q: 3 clusters Score -590768 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -590843.437500 Penalty: 4180.900879
	Iteration 6Q: 3 clusters Score -590843.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -590900.750000 Penalty: 4180.900879
	Iteration 7Q: 3 clusters Score -590900.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -590959.812500 Penalty: 4180.900879
	Iteration 8Q: 3 clusters Score -590959.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -591021.625000 Penalty: 4180.900879
	Iteration 9Q: 3 clusters Score -591021.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -591084.437500 Penalty: 4180.900879
	Iteration 10Q: 3 clusters Score -591084.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -591150.062500 Penalty: 4180.900879
	Iteration 11Q: 3 clusters Score -591150.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -591213.312500 Penalty: 4180.900879
	Iteration 12Q: 3 clusters Score -591213.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -591261.312500 Penalty: 4180.900879
	Iteration 13Q: 3 clusters Score -591261.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -591304.312500 Penalty: 4180.900879
	Iteration 14Q: 3 clusters Score -591304.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -591339.437500 Penalty: 4180.900879
	Iteration 15Q: 3 clusters Score -591339.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -591366.250000 Penalty: 4180.900879
	Iteration 16Q: 3 clusters Score -591366.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -591395.687500 Penalty: 4180.900879
	Iteration 17Q: 3 clusters Score -591395.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -591423.125000 Penalty: 4180.900879
	Iteration 18Q: 3 clusters Score -591423.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -591445.937500 Penalty: 4180.900879
	Iteration 19Q: 3 clusters Score -591445.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -591466.125000 Penalty: 4180.900879
	Iteration 20F: 3 clusters Score -591466.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -591481.000000 Penalty: 4180.900879
	Iteration 21Q: 3 clusters Score -591481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -591499.937500 Penalty: 4180.900879
	Iteration 22Q: 3 clusters Score -591499.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -591515.437500 Penalty: 4180.900879
	Iteration 23Q: 3 clusters Score -591515.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -591526.375000 Penalty: 4180.900879
	Iteration 24Q: 3 clusters Score -591526.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -591535.125000 Penalty: 4180.900879
	Iteration 25Q: 3 clusters Score -591535.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -591542.062500 Penalty: 4180.900879
	Iteration 26Q: 3 clusters Score -591542.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -591546.625000 Penalty: 4180.900879
	Iteration 27Q: 3 clusters Score -591546.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -591556.312500 Penalty: 4180.900879
	Iteration 28Q: 3 clusters Score -591556.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -591562.687500 Penalty: 4180.900879
	Iteration 29Q: 3 clusters Score -591562.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -591567.562500 Penalty: 4180.900879
	Iteration 30Q: 3 clusters Score -591567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -591568.875000 Penalty: 4180.900879
	Iteration 31Q: 3 clusters Score -591568.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -591574.187500 Penalty: 4180.900879
	Iteration 32Q: 3 clusters Score -591574.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -591577.312500 Penalty: 4180.900879
	Iteration 33Q: 3 clusters Score -591577.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -591578.937500 Penalty: 4180.900879
	Iteration 34Q: 3 clusters Score -591578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -591581.750000 Penalty: 4180.900879
	Iteration 35Q: 3 clusters Score -591581.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -591588.250000 Penalty: 4180.900879
	Iteration 36Q: 3 clusters Score -591588.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -591592.625000 Penalty: 4180.900879
	Iteration 37Q: 3 clusters Score -591592.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -591596.875000 Penalty: 4180.900879
	Iteration 38Q: 3 clusters Score -591596.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -591597.875000 Penalty: 4180.900879
	Iteration 39Q: 3 clusters Score -591597.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -591600.562500 Penalty: 4180.900879
	Iteration 40F: 3 clusters Score -591600.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -591601.375000 Penalty: 4180.900879
	Iteration 41Q: 3 clusters Score -591601.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -591602.250000 Penalty: 4180.900879
	Iteration 42Q: 3 clusters Score -591602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -591604.312500 Penalty: 4180.900879
	Iteration 43Q: 3 clusters Score -591604.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -591606.312500 Penalty: 4180.900879
	Iteration 44Q: 3 clusters Score -591606.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -591606.687500 Penalty: 4180.900879
	Iteration 45Q: 3 clusters Score -591606.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -591608.250000 Penalty: 4180.900879
	Iteration 46Q: 3 clusters Score -591608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -591608.250000 Penalty: 4180.900879
	Iteration 47F: 3 clusters Score -591608.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Entering Unmasked Estep 
Score: -4755438.000000 Penalty: 2601.670654
	Iteration 0F: 2 clusters Score -4755438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4730930.500000 Penalty: 5203.341309
	Iteration 0F: 3 clusters Score -4730930 nChanged 16444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -4739888.000000 Penalty: 5203.341309
	Iteration 1F: 3 clusters Score -4739888 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -4740317.500000 Penalty: 5203.341309
	Iteration 2Q: 3 clusters Score -4740318 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -4740728.500000 Penalty: 5203.341309
	Iteration 3Q: 3 clusters Score -4740728 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -4741154.500000 Penalty: 5203.341309
	Iteration 4Q: 3 clusters Score -4741154 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -4741650.000000 Penalty: 5203.341309
	Iteration 5Q: 3 clusters Score -4741650 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -4742327.000000 Penalty: 5203.341309
	Iteration 6Q: 3 clusters Score -4742327 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -4743298.000000 Penalty: 5203.341309
	Iteration 7Q: 3 clusters Score -4743298 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -4744526.000000 Penalty: 5203.341309
	Iteration 8F: 3 clusters Score -4744526 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -4746058.000000 Penalty: 5203.341309
	Iteration 9F: 3 clusters Score -4746058 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -4747691.000000 Penalty: 5203.341309
	Iteration 10F: 3 clusters Score -4747691 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -4749174.000000 Penalty: 5203.341309
	Iteration 11F: 3 clusters Score -4749174 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -4750350.500000 Penalty: 5203.341309
	Iteration 12Q: 3 clusters Score -4750350 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -4751227.000000 Penalty: 5203.341309
	Iteration 13Q: 3 clusters Score -4751227 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4751887.500000 Penalty: 5203.341309
	Iteration 14Q: 3 clusters Score -4751888 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4752318.500000 Penalty: 5203.341309
	Iteration 15Q: 3 clusters Score -4752318 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4752644.000000 Penalty: 5203.341309
	Iteration 16Q: 3 clusters Score -4752644 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4752901.500000 Penalty: 5203.341309
	Iteration 17Q: 3 clusters Score -4752902 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4753031.000000 Penalty: 5203.341309
	Iteration 18Q: 3 clusters Score -4753031 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4753133.500000 Penalty: 5203.341309
	Iteration 19Q: 3 clusters Score -4753134 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4753221.000000 Penalty: 5203.341309
	Iteration 20F: 3 clusters Score -4753221 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4753275.000000 Penalty: 5203.341309
	Iteration 21Q: 3 clusters Score -4753275 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4753313.000000 Penalty: 5203.341309
	Iteration 22Q: 3 clusters Score -4753313 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4753344.500000 Penalty: 5203.341309
	Iteration 23Q: 3 clusters Score -4753344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4753374.000000 Penalty: 5203.341309
	Iteration 24Q: 3 clusters Score -4753374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4753395.500000 Penalty: 5203.341309
	Iteration 25Q: 3 clusters Score -4753396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4753405.500000 Penalty: 5203.341309
	Iteration 26Q: 3 clusters Score -4753406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4753419.000000 Penalty: 5203.341309
	Iteration 27Q: 3 clusters Score -4753419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4753443.000000 Penalty: 5203.341309
	Iteration 28Q: 3 clusters Score -4753443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4753449.500000 Penalty: 5203.341309
	Iteration 29Q: 3 clusters Score -4753450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4753452.000000 Penalty: 5203.341309
	Iteration 30Q: 3 clusters Score -4753452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4753468.000000 Penalty: 5203.341309
	Iteration 31Q: 3 clusters Score -4753468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4753469.000000 Penalty: 5203.341309
	Iteration 32Q: 3 clusters Score -4753469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4753466.000000 Penalty: 5203.341309
	Iteration 33Q: 3 clusters Score -4753466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4753472.000000 Penalty: 5203.341309
	Iteration 34Q: 3 clusters Score -4753472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4753478.500000 Penalty: 5203.341309
	Iteration 35Q: 3 clusters Score -4753478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4753479.500000 Penalty: 5203.341309
	Iteration 36Q: 3 clusters Score -4753480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4753484.500000 Penalty: 5203.341309
	Iteration 37Q: 3 clusters Score -4753484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4753490.000000 Penalty: 5203.341309
	Iteration 38Q: 3 clusters Score -4753490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4753493.500000 Penalty: 5203.341309
	Iteration 39Q: 3 clusters Score -4753494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4753488.000000 Penalty: 5203.341309
	Iteration 40F: 3 clusters Score -4753488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4753493.500000 Penalty: 5203.341309
	Iteration 41Q: 3 clusters Score -4753494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4753490.500000 Penalty: 5203.341309
	Iteration 42Q: 3 clusters Score -4753490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4753490.000000 Penalty: 5203.341309
	Iteration 43Q: 3 clusters Score -4753490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4753489.000000 Penalty: 5203.341309
	Iteration 44Q: 3 clusters Score -4753489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4753490.500000 Penalty: 5203.341309
	Iteration 45Q: 3 clusters Score -4753490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4753495.500000 Penalty: 5203.341309
	Iteration 46Q: 3 clusters Score -4753496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4753496.500000 Penalty: 5203.341309
	Iteration 47Q: 3 clusters Score -4753496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4753496.000000 Penalty: 5203.341309
	Iteration 48Q: 3 clusters Score -4753496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4753491.500000 Penalty: 5203.341309
	Iteration 49Q: 3 clusters Score -4753492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4753491.500000 Penalty: 5203.341309
	Iteration 50F: 3 clusters Score -4753492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Entering Unmasked Estep 
Score: -3127881.750000 Penalty: 2505.552734
	Iteration 0F: 2 clusters Score -3127882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3111061.250000 Penalty: 5011.105469
	Iteration 0F: 3 clusters Score -3111061 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -3117515.000000 Penalty: 5011.105469
	Iteration 1F: 3 clusters Score -3117515 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3119031.500000 Penalty: 5011.105469
	Iteration 2F: 3 clusters Score -3119032 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -3120919.250000 Penalty: 5011.105469
	Iteration 3F: 3 clusters Score -3120919 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -3122782.250000 Penalty: 5011.105469
	Iteration 4F: 3 clusters Score -3122782 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -3124059.250000 Penalty: 5011.105469
	Iteration 5F: 3 clusters Score -3124059 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -3124793.500000 Penalty: 5011.105469
	Iteration 6F: 3 clusters Score -3124794 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -3125183.250000 Penalty: 5011.105469
	Iteration 7Q: 3 clusters Score -3125183 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -3125370.000000 Penalty: 5011.105469
	Iteration 8Q: 3 clusters Score -3125370 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -3125484.250000 Penalty: 5011.105469
	Iteration 9Q: 3 clusters Score -3125484 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -3125572.500000 Penalty: 5011.105469
	Iteration 10Q: 3 clusters Score -3125572 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -3125612.250000 Penalty: 5011.105469
	Iteration 11Q: 3 clusters Score -3125612 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3125634.000000 Penalty: 5011.105469
	Iteration 12Q: 3 clusters Score -3125634 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3125654.750000 Penalty: 5011.105469
	Iteration 13Q: 3 clusters Score -3125655 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -3125683.750000 Penalty: 5011.105469
	Iteration 14Q: 3 clusters Score -3125684 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -3125689.750000 Penalty: 5011.105469
	Iteration 15Q: 3 clusters Score -3125690 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -3125695.500000 Penalty: 5011.105469
	Iteration 16Q: 3 clusters Score -3125696 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -3125703.250000 Penalty: 5011.105469
	Iteration 17Q: 3 clusters Score -3125703 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -3125704.000000 Penalty: 5011.105469
	Iteration 18Q: 3 clusters Score -3125704 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3125711.250000 Penalty: 5011.105469
	Iteration 19Q: 3 clusters Score -3125711 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -3125720.000000 Penalty: 5011.105469
	Iteration 20F: 3 clusters Score -3125720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -3125720.250000 Penalty: 5011.105469
	Iteration 21Q: 3 clusters Score -3125720 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -3125725.750000 Penalty: 5011.105469
	Iteration 22Q: 3 clusters Score -3125726 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -3125733.000000 Penalty: 5011.105469
	Iteration 23Q: 3 clusters Score -3125733 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -3125738.750000 Penalty: 5011.105469
	Iteration 24Q: 3 clusters Score -3125739 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -3125749.750000 Penalty: 5011.105469
	Iteration 25Q: 3 clusters Score -3125750 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -3125759.250000 Penalty: 5011.105469
	Iteration 26Q: 3 clusters Score -3125759 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -3125761.750000 Penalty: 5011.105469
	Iteration 27Q: 3 clusters Score -3125762 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -3125764.750000 Penalty: 5011.105469
	Iteration 28Q: 3 clusters Score -3125765 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -3125774.000000 Penalty: 5011.105469
	Iteration 29Q: 3 clusters Score -3125774 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -3125778.500000 Penalty: 5011.105469
	Iteration 30Q: 3 clusters Score -3125778 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -3125791.000000 Penalty: 5011.105469
	Iteration 31Q: 3 clusters Score -3125791 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3125790.000000 Penalty: 5011.105469
	Iteration 32Q: 3 clusters Score -3125790 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -3125803.500000 Penalty: 5011.105469
	Iteration 33Q: 3 clusters Score -3125804 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -3125807.250000 Penalty: 5011.105469
	Iteration 34Q: 3 clusters Score -3125807 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -3125826.250000 Penalty: 5011.105469
	Iteration 35Q: 3 clusters Score -3125826 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -3125831.250000 Penalty: 5011.105469
	Iteration 36Q: 3 clusters Score -3125831 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -3125835.250000 Penalty: 5011.105469
	Iteration 37Q: 3 clusters Score -3125835 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3125836.250000 Penalty: 5011.105469
	Iteration 38Q: 3 clusters Score -3125836 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -3125855.000000 Penalty: 5011.105469
	Iteration 39Q: 3 clusters Score -3125855 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -3125871.500000 Penalty: 5011.105469
	Iteration 40F: 3 clusters Score -3125872 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3125865.250000 Penalty: 5011.105469
	Iteration 41Q: 3 clusters Score -3125865 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3125894.500000 Penalty: 5011.105469
	Iteration 42Q: 3 clusters Score -3125894 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3125882.500000 Penalty: 5011.105469
	Iteration 43Q: 3 clusters Score -3125882 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -3125909.500000 Penalty: 5011.105469
	Iteration 44Q: 3 clusters Score -3125910 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3125912.500000 Penalty: 5011.105469
	Iteration 45Q: 3 clusters Score -3125912 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3125933.250000 Penalty: 5011.105469
	Iteration 46Q: 3 clusters Score -3125933 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -3125943.250000 Penalty: 5011.105469
	Iteration 47Q: 3 clusters Score -3125943 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3125949.000000 Penalty: 5011.105469
	Iteration 48Q: 3 clusters Score -3125949 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -3125967.750000 Penalty: 5011.105469
	Iteration 49Q: 3 clusters Score -3125968 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -3126001.250000 Penalty: 5011.105469
	Iteration 50Q: 3 clusters Score -3126001 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3126003.250000 Penalty: 5011.105469
	Iteration 51Q: 3 clusters Score -3126003 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -3126023.000000 Penalty: 5011.105469
	Iteration 52Q: 3 clusters Score -3126023 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3126049 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3126065 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -3126091.250000 Penalty: 5011.105469
	Iteration 55Q: 3 clusters Score -3126091 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3126091 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3126124.500000 Penalty: 5011.105469
	Iteration 57Q: 3 clusters Score -3126124 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3126145.000000 Penalty: 5011.105469
	Iteration 58Q: 3 clusters Score -3126145 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3126153.750000 Penalty: 5011.105469
	Iteration 59Q: 3 clusters Score -3126154 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3126170.750000 Penalty: 5011.105469
	Iteration 60F: 3 clusters Score -3126171 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3126179.500000 Penalty: 5011.105469
	Iteration 61Q: 3 clusters Score -3126180 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3126188.500000 Penalty: 5011.105469
	Iteration 62Q: 3 clusters Score -3126188 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3126212.500000 Penalty: 5011.105469
	Iteration 63Q: 3 clusters Score -3126212 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3126241.000000 Penalty: 5011.105469
	Iteration 64Q: 3 clusters Score -3126241 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3126266.250000 Penalty: 5011.105469
	Iteration 65Q: 3 clusters Score -3126266 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3126275.250000 Penalty: 5011.105469
	Iteration 66Q: 3 clusters Score -3126275 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3126312.250000 Penalty: 5011.105469
	Iteration 67Q: 3 clusters Score -3126312 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -3126334.250000 Penalty: 5011.105469
	Iteration 68Q: 3 clusters Score -3126334 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3126360.000000 Penalty: 5011.105469
	Iteration 69Q: 3 clusters Score -3126360 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -3126386.000000 Penalty: 5011.105469
	Iteration 70Q: 3 clusters Score -3126386 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -3126401.250000 Penalty: 5011.105469
	Iteration 71Q: 3 clusters Score -3126401 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -3126430.750000 Penalty: 5011.105469
	Iteration 72Q: 3 clusters Score -3126431 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3126450.750000 Penalty: 5011.105469
	Iteration 73Q: 3 clusters Score -3126451 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3126470.000000 Penalty: 5011.105469
	Iteration 74Q: 3 clusters Score -3126470 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -3126499.000000 Penalty: 5011.105469
	Iteration 75Q: 3 clusters Score -3126499 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3126516.250000 Penalty: 5011.105469
	Iteration 76Q: 3 clusters Score -3126516 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3126540.750000 Penalty: 5011.105469
	Iteration 77Q: 3 clusters Score -3126541 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -3126561.750000 Penalty: 5011.105469
	Iteration 78Q: 3 clusters Score -3126562 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3126587.750000 Penalty: 5011.105469
	Iteration 79Q: 3 clusters Score -3126588 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -3126608.500000 Penalty: 5011.105469
	Iteration 80F: 3 clusters Score -3126608 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -3126621.750000 Penalty: 5011.105469
	Iteration 81Q: 3 clusters Score -3126622 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -3126644.250000 Penalty: 5011.105469
	Iteration 82Q: 3 clusters Score -3126644 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -3126666.250000 Penalty: 5011.105469
	Iteration 83Q: 3 clusters Score -3126666 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -3126672.000000 Penalty: 5011.105469
	Iteration 84Q: 3 clusters Score -3126672 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -3126688.250000 Penalty: 5011.105469
	Iteration 85Q: 3 clusters Score -3126688 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -3126702.500000 Penalty: 5011.105469
	Iteration 86Q: 3 clusters Score -3126702 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -3126721.250000 Penalty: 5011.105469
	Iteration 87Q: 3 clusters Score -3126721 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -3126739.500000 Penalty: 5011.105469
	Iteration 88Q: 3 clusters Score -3126740 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3126750.500000 Penalty: 5011.105469
	Iteration 89Q: 3 clusters Score -3126750 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -3126766.500000 Penalty: 5011.105469
	Iteration 90Q: 3 clusters Score -3126766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3126763.750000 Penalty: 5011.105469
	Iteration 91Q: 3 clusters Score -3126764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -3126775.500000 Penalty: 5011.105469
	Iteration 92Q: 3 clusters Score -3126776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3126779.750000 Penalty: 5011.105469
	Iteration 93Q: 3 clusters Score -3126780 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -3126780.250000 Penalty: 5011.105469
	Iteration 94Q: 3 clusters Score -3126780 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -3126785.750000 Penalty: 5011.105469
	Iteration 95Q: 3 clusters Score -3126786 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -3126795.000000 Penalty: 5011.105469
	Iteration 96Q: 3 clusters Score -3126795 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -3126812.500000 Penalty: 5011.105469
	Iteration 97Q: 3 clusters Score -3126812 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3126826.000000 Penalty: 5011.105469
	Iteration 98Q: 3 clusters Score -3126826 nChanged 100
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Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -3126849.750000 Penalty: 5011.105469
	Iteration 99Q: 3 clusters Score -3126850 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -3126867.500000 Penalty: 5011.105469
	Iteration 100F: 3 clusters Score -3126868 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3126875 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3126880 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3126883.000000 Penalty: 5011.105469
	Iteration 103Q: 3 clusters Score -3126883 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -3126899.750000 Penalty: 5011.105469
	Iteration 104Q: 3 clusters Score -3126900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -3126904.750000 Penalty: 5011.105469
	Iteration 105Q: 3 clusters Score -3126905 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3126915.000000 Penalty: 5011.105469
	Iteration 106Q: 3 clusters Score -3126915 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3126919.250000 Penalty: 5011.105469
	Iteration 107Q: 3 clusters Score -3126919 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -3126922.250000 Penalty: 5011.105469
	Iteration 108Q: 3 clusters Score -3126922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -3126921.500000 Penalty: 5011.105469
	Iteration 109Q: 3 clusters Score -3126922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -3126936.250000 Penalty: 5011.105469
	Iteration 110Q: 3 clusters Score -3126936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3126934.750000 Penalty: 5011.105469
	Iteration 111Q: 3 clusters Score -3126935 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -3126948.750000 Penalty: 5011.105469
	Iteration 112Q: 3 clusters Score -3126949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3126949.250000 Penalty: 5011.105469
	Iteration 113Q: 3 clusters Score -3126949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -3126952.500000 Penalty: 5011.105469
	Iteration 114Q: 3 clusters Score -3126952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -3126947.750000 Penalty: 5011.105469
	Iteration 115Q: 3 clusters Score -3126948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -3126957.500000 Penalty: 5011.105469
	Iteration 116Q: 3 clusters Score -3126958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -3126961.750000 Penalty: 5011.105469
	Iteration 117Q: 3 clusters Score -3126962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -3126971.250000 Penalty: 5011.105469
	Iteration 118Q: 3 clusters Score -3126971 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -3126974.750000 Penalty: 5011.105469
	Iteration 119Q: 3 clusters Score -3126975 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -3126981.000000 Penalty: 5011.105469
	Iteration 120F: 3 clusters Score -3126981 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3126983.000000 Penalty: 5011.105469
	Iteration 121Q: 3 clusters Score -3126983 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -3126993.750000 Penalty: 5011.105469
	Iteration 122Q: 3 clusters Score -3126994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -3127005.250000 Penalty: 5011.105469
	Iteration 123Q: 3 clusters Score -3127005 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -3127014.250000 Penalty: 5011.105469
	Iteration 124Q: 3 clusters Score -3127014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -3127019.250000 Penalty: 5011.105469
	Iteration 125Q: 3 clusters Score -3127019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -3127015.000000 Penalty: 5011.105469
	Iteration 126Q: 3 clusters Score -3127015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3127015.000000 Penalty: 5011.105469
	Iteration 127Q: 3 clusters Score -3127015 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3127023.500000 Penalty: 5011.105469
	Iteration 128Q: 3 clusters Score -3127024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3127023.000000 Penalty: 5011.105469
	Iteration 129Q: 3 clusters Score -3127023 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -3127029.500000 Penalty: 5011.105469
	Iteration 130Q: 3 clusters Score -3127030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3127037.000000 Penalty: 5011.105469
	Iteration 131Q: 3 clusters Score -3127037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -3127041.250000 Penalty: 5011.105469
	Iteration 132Q: 3 clusters Score -3127041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3127051.750000 Penalty: 5011.105469
	Iteration 133Q: 3 clusters Score -3127052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -3127054.250000 Penalty: 5011.105469
	Iteration 134Q: 3 clusters Score -3127054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -3127057.500000 Penalty: 5011.105469
	Iteration 135Q: 3 clusters Score -3127058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -3127060.750000 Penalty: 5011.105469
	Iteration 136Q: 3 clusters Score -3127061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -3127060.500000 Penalty: 5011.105469
	Iteration 137Q: 3 clusters Score -3127060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3127065.250000 Penalty: 5011.105469
	Iteration 138Q: 3 clusters Score -3127065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -3127057.750000 Penalty: 5011.105469
	Iteration 139Q: 3 clusters Score -3127058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -3127067.250000 Penalty: 5011.105469
	Iteration 140F: 3 clusters Score -3127067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -3127064.750000 Penalty: 5011.105469
	Iteration 141Q: 3 clusters Score -3127065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3127072.750000 Penalty: 5011.105469
	Iteration 142Q: 3 clusters Score -3127073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -3127074.000000 Penalty: 5011.105469
	Iteration 143Q: 3 clusters Score -3127074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -3127071.500000 Penalty: 5011.105469
	Iteration 144Q: 3 clusters Score -3127072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -3127076.500000 Penalty: 5011.105469
	Iteration 145Q: 3 clusters Score -3127076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -3127074.250000 Penalty: 5011.105469
	Iteration 146Q: 3 clusters Score -3127074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3127076.000000 Penalty: 5011.105469
	Iteration 147Q: 3 clusters Score -3127076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -3127075.750000 Penalty: 5011.105469
	Iteration 148Q: 3 clusters Score -3127076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3127079.750000 Penalty: 5011.105469
	Iteration 149Q: 3 clusters Score -3127080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -3127077.750000 Penalty: 5011.105469
	Iteration 150Q: 3 clusters Score -3127078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -3127073.750000 Penalty: 5011.105469
	Iteration 151Q: 3 clusters Score -3127074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -3127077.500000 Penalty: 5011.105469
	Iteration 152Q: 3 clusters Score -3127078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -3127080.000000 Penalty: 5011.105469
	Iteration 153Q: 3 clusters Score -3127080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -3127084.000000 Penalty: 5011.105469
	Iteration 154Q: 3 clusters Score -3127084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -3127081.750000 Penalty: 5011.105469
	Iteration 155Q: 3 clusters Score -3127082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -3127085.750000 Penalty: 5011.105469
	Iteration 156Q: 3 clusters Score -3127086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -3127087.500000 Penalty: 5011.105469
	Iteration 157Q: 3 clusters Score -3127088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -3127087.000000 Penalty: 5011.105469
	Iteration 158Q: 3 clusters Score -3127087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -3127090.250000 Penalty: 5011.105469
	Iteration 159Q: 3 clusters Score -3127090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -3127087.250000 Penalty: 5011.105469
	Iteration 160F: 3 clusters Score -3127087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -3127089.750000 Penalty: 5011.105469
	Iteration 161Q: 3 clusters Score -3127090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3127092.500000 Penalty: 5011.105469
	Iteration 162Q: 3 clusters Score -3127092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -3127090.500000 Penalty: 5011.105469
	Iteration 163Q: 3 clusters Score -3127090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3127089.500000 Penalty: 5011.105469
	Iteration 164Q: 3 clusters Score -3127090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -3127092.000000 Penalty: 5011.105469
	Iteration 165Q: 3 clusters Score -3127092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -3127094.500000 Penalty: 5011.105469
	Iteration 166Q: 3 clusters Score -3127094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3127091.750000 Penalty: 5011.105469
	Iteration 167Q: 3 clusters Score -3127092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -3127091.000000 Penalty: 5011.105469
	Iteration 168Q: 3 clusters Score -3127091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3127091.750000 Penalty: 5011.105469
	Iteration 169Q: 3 clusters Score -3127092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -3127089.250000 Penalty: 5011.105469
	Iteration 170Q: 3 clusters Score -3127089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -3127091.250000 Penalty: 5011.105469
	Iteration 171Q: 3 clusters Score -3127091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -3127095.000000 Penalty: 5011.105469
	Iteration 172Q: 3 clusters Score -3127095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -3127094.000000 Penalty: 5011.105469
	Iteration 173Q: 3 clusters Score -3127094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3127089.500000 Penalty: 5011.105469
	Iteration 174Q: 3 clusters Score -3127090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -3127088.500000 Penalty: 5011.105469
	Iteration 175Q: 3 clusters Score -3127088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -3127092.000000 Penalty: 5011.105469
	Iteration 176Q: 3 clusters Score -3127092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -3127092.500000 Penalty: 5011.105469
	Iteration 177Q: 3 clusters Score -3127092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -3127091.500000 Penalty: 5011.105469
	Iteration 178Q: 3 clusters Score -3127092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -3127095.750000 Penalty: 5011.105469
	Iteration 179Q: 3 clusters Score -3127096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -3127088.750000 Penalty: 5011.105469
	Iteration 180F: 3 clusters Score -3127089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3127093.250000 Penalty: 5011.105469
	Iteration 181Q: 3 clusters Score -3127093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -3127096.750000 Penalty: 5011.105469
	Iteration 182Q: 3 clusters Score -3127097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -3127097.250000 Penalty: 5011.105469
	Iteration 183Q: 3 clusters Score -3127097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -3127097.250000 Penalty: 5011.105469
	Iteration 184F: 3 clusters Score -3127097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -39450.003906 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -39450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38252.238281 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -38252.24 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38742.671875 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -38742.67 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39167.921875 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -39167.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39439.304688 Penalty: 2923.623779
	Iteration 3F: 3 clusters Score -39439.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39542.585938 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -39542.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39582.210938 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -39582.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39625.031250 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -39625.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -39655.636719 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -39655.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -39661.105469 Penalty: 2923.623779
	Iteration 8F: 3 clusters Score -39661.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -39683.882812 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -39683.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39700.812500 Penalty: 2923.623779
	Iteration 10Q: 3 clusters Score -39700.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39719.113281 Penalty: 2923.623779
	Iteration 11Q: 3 clusters Score -39719.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -39755.042969 Penalty: 2923.623779
	Iteration 12Q: 3 clusters Score -39755.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -39773.093750 Penalty: 2923.623779
	Iteration 13Q: 3 clusters Score -39773.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39788.351562 Penalty: 2923.623779
	Iteration 14Q: 3 clusters Score -39788.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -39788.351562 Penalty: 2923.623779
	Iteration 15F: 3 clusters Score -39788.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128439 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2975 members 
Mstep: Class 5 contains 46921 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21172 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 103 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10706 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96950 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25289 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5581 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 260 members 
Entering Unmasked Estep 
Score: -73843216.000000 Penalty: 118472.648438
Splitting cluster 15 changes total score from -73844736.000000 to -73843216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -154472.062500 Penalty: 1800.957886
	Iteration 0F: 2 clusters Score -154472.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -152316.031250 Penalty: 3601.915771
	Iteration 0F: 3 clusters Score -152316 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -153104.234375 Penalty: 3601.915771
	Iteration 1F: 3 clusters Score -153104.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -153785.828125 Penalty: 3601.915771
	Iteration 2F: 3 clusters Score -153785.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -154333.828125 Penalty: 3601.915771
	Iteration 3F: 3 clusters Score -154333.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -154718.453125 Penalty: 3601.915771
	Iteration 4F: 3 clusters Score -154718.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -154834.531250 Penalty: 3601.915771
	Iteration 5Q: 3 clusters Score -154834.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -154900.515625 Penalty: 3601.915771
	Iteration 6Q: 3 clusters Score -154900.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -154983.968750 Penalty: 3601.915771
	Iteration 7Q: 3 clusters Score -154984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -155039.593750 Penalty: 3601.915771
	Iteration 8Q: 3 clusters Score -155039.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -155075.468750 Penalty: 3601.915771
	Iteration 9Q: 3 clusters Score -155075.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -155118.578125 Penalty: 3601.915771
	Iteration 10Q: 3 clusters Score -155118.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -155170.265625 Penalty: 3601.915771
	Iteration 11Q: 3 clusters Score -155170.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -155184.031250 Penalty: 3601.915771
	Iteration 12Q: 3 clusters Score -155184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -155193.046875 Penalty: 3601.915771
	Iteration 13Q: 3 clusters Score -155193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -155201.078125 Penalty: 3601.915771
	Iteration 14Q: 3 clusters Score -155201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -155205.578125 Penalty: 3601.915771
	Iteration 15Q: 3 clusters Score -155205.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -155216.750000 Penalty: 3601.915771
	Iteration 16Q: 3 clusters Score -155216.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -155232.046875 Penalty: 3601.915771
	Iteration 17Q: 3 clusters Score -155232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -155237.593750 Penalty: 3601.915771
	Iteration 18Q: 3 clusters Score -155237.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -155238.500000 Penalty: 3601.915771
	Iteration 19Q: 3 clusters Score -155238.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -155244.125000 Penalty: 3601.915771
	Iteration 20F: 3 clusters Score -155244.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -155252.437500 Penalty: 3601.915771
	Iteration 21Q: 3 clusters Score -155252.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -155253.531250 Penalty: 3601.915771
	Iteration 22Q: 3 clusters Score -155253.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -155255.218750 Penalty: 3601.915771
	Iteration 23Q: 3 clusters Score -155255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -155255.984375 Penalty: 3601.915771
	Iteration 24Q: 3 clusters Score -155256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -155255.984375 Penalty: 3601.915771
	Iteration 25F: 3 clusters Score -155256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128439 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2975 members 
Mstep: Class 5 contains 46921 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21172 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 414 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10706 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96950 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25289 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5581 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 1011 members 
Entering Unmasked Estep 
Score: -73844032.000000 Penalty: 118472.648438
Splitting cluster 16 changes total score from -73844736.000000 to -73844032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (22753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Entering Unmasked Estep 
Score: -2895535.250000 Penalty: 2488.048340
	Iteration 0F: 2 clusters Score -2895535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2879744.000000 Penalty: 4976.096680
	Iteration 0F: 3 clusters Score -2879744 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2885233.500000 Penalty: 4976.096680
	Iteration 1F: 3 clusters Score -2885234 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2885683.500000 Penalty: 4976.096680
	Iteration 2F: 3 clusters Score -2885684 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2886102.250000 Penalty: 4976.096680
	Iteration 3Q: 3 clusters Score -2886102 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2886500.250000 Penalty: 4976.096680
	Iteration 4Q: 3 clusters Score -2886500 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2886993.000000 Penalty: 4976.096680
	Iteration 5Q: 3 clusters Score -2886993 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2887563.500000 Penalty: 4976.096680
	Iteration 6Q: 3 clusters Score -2887564 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2888251.750000 Penalty: 4976.096680
	Iteration 7F: 3 clusters Score -2888252 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2889059.000000 Penalty: 4976.096680
	Iteration 8F: 3 clusters Score -2889059 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2889936.250000 Penalty: 4976.096680
	Iteration 9F: 3 clusters Score -2889936 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2890817.500000 Penalty: 4976.096680
	Iteration 10F: 3 clusters Score -2890818 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2891532.250000 Penalty: 4976.096680
	Iteration 11Q: 3 clusters Score -2891532 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2892123.750000 Penalty: 4976.096680
	Iteration 12Q: 3 clusters Score -2892124 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2892599.500000 Penalty: 4976.096680
	Iteration 13Q: 3 clusters Score -2892600 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2892907.000000 Penalty: 4976.096680
	Iteration 14Q: 3 clusters Score -2892907 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2893091.000000 Penalty: 4976.096680
	Iteration 15Q: 3 clusters Score -2893091 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2893194.500000 Penalty: 4976.096680
	Iteration 16Q: 3 clusters Score -2893194 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2893260.250000 Penalty: 4976.096680
	Iteration 17Q: 3 clusters Score -2893260 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2893311.000000 Penalty: 4976.096680
	Iteration 18Q: 3 clusters Score -2893311 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2893345.750000 Penalty: 4976.096680
	Iteration 19Q: 3 clusters Score -2893346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2893368.500000 Penalty: 4976.096680
	Iteration 20F: 3 clusters Score -2893368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2893383.250000 Penalty: 4976.096680
	Iteration 21Q: 3 clusters Score -2893383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2893393.250000 Penalty: 4976.096680
	Iteration 22Q: 3 clusters Score -2893393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2893409.000000 Penalty: 4976.096680
	Iteration 23Q: 3 clusters Score -2893409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2893412.250000 Penalty: 4976.096680
	Iteration 24Q: 3 clusters Score -2893412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2893415.750000 Penalty: 4976.096680
	Iteration 25Q: 3 clusters Score -2893416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2893416.750000 Penalty: 4976.096680
	Iteration 26Q: 3 clusters Score -2893417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2893417.500000 Penalty: 4976.096680
	Iteration 27Q: 3 clusters Score -2893418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2893415.750000 Penalty: 4976.096680
	Iteration 28Q: 3 clusters Score -2893416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2893420.250000 Penalty: 4976.096680
	Iteration 29Q: 3 clusters Score -2893420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2893424.500000 Penalty: 4976.096680
	Iteration 30Q: 3 clusters Score -2893424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2893430.750000 Penalty: 4976.096680
	Iteration 31Q: 3 clusters Score -2893431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2893433.500000 Penalty: 4976.096680
	Iteration 32Q: 3 clusters Score -2893434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2893434.750000 Penalty: 4976.096680
	Iteration 33Q: 3 clusters Score -2893435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2893438.750000 Penalty: 4976.096680
	Iteration 34Q: 3 clusters Score -2893439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2893439.250000 Penalty: 4976.096680
	Iteration 35Q: 3 clusters Score -2893439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2893441.500000 Penalty: 4976.096680
	Iteration 36Q: 3 clusters Score -2893442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2893446.500000 Penalty: 4976.096680
	Iteration 37Q: 3 clusters Score -2893446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2893449.750000 Penalty: 4976.096680
	Iteration 38Q: 3 clusters Score -2893450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2893450.750000 Penalty: 4976.096680
	Iteration 39Q: 3 clusters Score -2893451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2893454.500000 Penalty: 4976.096680
	Iteration 40F: 3 clusters Score -2893454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2893452.750000 Penalty: 4976.096680
	Iteration 41Q: 3 clusters Score -2893453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2893452.750000 Penalty: 4976.096680
	Iteration 42F: 3 clusters Score -2893453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Entering Unmasked Estep 
Score: -230941.500000 Penalty: 1861.634766
	Iteration 0F: 2 clusters Score -230941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -228446.765625 Penalty: 3723.269531
	Iteration 0F: 3 clusters Score -228446.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -228930.140625 Penalty: 3723.269531
	Iteration 1F: 3 clusters Score -228930.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -229116.484375 Penalty: 3723.269531
	Iteration 2F: 3 clusters Score -229116.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -229232.218750 Penalty: 3723.269531
	Iteration 3F: 3 clusters Score -229232.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -229304.562500 Penalty: 3723.269531
	Iteration 4Q: 3 clusters Score -229304.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -229377.015625 Penalty: 3723.269531
	Iteration 5Q: 3 clusters Score -229377 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -229441.859375 Penalty: 3723.269531
	Iteration 6Q: 3 clusters Score -229441.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -229503.937500 Penalty: 3723.269531
	Iteration 7Q: 3 clusters Score -229503.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -229560.062500 Penalty: 3723.269531
	Iteration 8Q: 3 clusters Score -229560.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -229634.781250 Penalty: 3723.269531
	Iteration 9Q: 3 clusters Score -229634.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -229765.093750 Penalty: 3723.269531
	Iteration 10Q: 3 clusters Score -229765.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -229930.921875 Penalty: 3723.269531
	Iteration 11Q: 3 clusters Score -229930.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -230060.250000 Penalty: 3723.269531
	Iteration 12Q: 3 clusters Score -230060.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -230255.859375 Penalty: 3723.269531
	Iteration 13Q: 3 clusters Score -230255.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -230491.843750 Penalty: 3723.269531
	Iteration 14Q: 3 clusters Score -230491.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -230706.593750 Penalty: 3723.269531
	Iteration 15Q: 3 clusters Score -230706.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -230908.640625 Penalty: 3723.269531
	Iteration 16Q: 3 clusters Score -230908.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -231188.375000 Penalty: 3723.269531
	Iteration 17Q: 3 clusters Score -231188.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -231495.531250 Penalty: 3723.269531
	Iteration 18Q: 3 clusters Score -231495.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -231606.937500 Penalty: 3723.269531
	Iteration 19Q: 3 clusters Score -231606.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -231662.078125 Penalty: 3723.269531
	Iteration 20F: 3 clusters Score -231662.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -231684.500000 Penalty: 3723.269531
	Iteration 21Q: 3 clusters Score -231684.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -231691.218750 Penalty: 3723.269531
	Iteration 22Q: 3 clusters Score -231691.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -231692.312500 Penalty: 3723.269531
	Iteration 23Q: 3 clusters Score -231692.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -231692.312500 Penalty: 3723.269531
	Iteration 24F: 3 clusters Score -231692.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128439 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2975 members 
Mstep: Class 5 contains 46921 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21172 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 973 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 769 members 
Mstep: Class 21 contains 10706 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96950 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25289 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5581 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 847 members 
Entering Unmasked Estep 
Score: -73844080.000000 Penalty: 118472.648438
Splitting cluster 18 changes total score from -73844736.000000 to -73844080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -299947.156250 Penalty: 1917.083374
	Iteration 0F: 2 clusters Score -299947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -297177.062500 Penalty: 3834.166748
	Iteration 0F: 3 clusters Score -297177.1 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -297748.218750 Penalty: 3834.166748
	Iteration 1F: 3 clusters Score -297748.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -297916.093750 Penalty: 3834.166748
	Iteration 2F: 3 clusters Score -297916.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -298039.781250 Penalty: 3834.166748
	Iteration 3F: 3 clusters Score -298039.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -298142.406250 Penalty: 3834.166748
	Iteration 4Q: 3 clusters Score -298142.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -298246.062500 Penalty: 3834.166748
	Iteration 5Q: 3 clusters Score -298246.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -298334.000000 Penalty: 3834.166748
	Iteration 6Q: 3 clusters Score -298334 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -298399.687500 Penalty: 3834.166748
	Iteration 7Q: 3 clusters Score -298399.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -298501.812500 Penalty: 3834.166748
	Iteration 8Q: 3 clusters Score -298501.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -298624.968750 Penalty: 3834.166748
	Iteration 9Q: 3 clusters Score -298625 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -298756.687500 Penalty: 3834.166748
	Iteration 10Q: 3 clusters Score -298756.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -298841.812500 Penalty: 3834.166748
	Iteration 11Q: 3 clusters Score -298841.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -298885.062500 Penalty: 3834.166748
	Iteration 12Q: 3 clusters Score -298885.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -298907.906250 Penalty: 3834.166748
	Iteration 13Q: 3 clusters Score -298907.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -298923.093750 Penalty: 3834.166748
	Iteration 14Q: 3 clusters Score -298923.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -298936.156250 Penalty: 3834.166748
	Iteration 15Q: 3 clusters Score -298936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -298939.562500 Penalty: 3834.166748
	Iteration 16Q: 3 clusters Score -298939.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -298940.500000 Penalty: 3834.166748
	Iteration 17Q: 3 clusters Score -298940.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -298941.968750 Penalty: 3834.166748
	Iteration 18Q: 3 clusters Score -298942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -298944.531250 Penalty: 3834.166748
	Iteration 19Q: 3 clusters Score -298944.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -298946.343750 Penalty: 3834.166748
	Iteration 20F: 3 clusters Score -298946.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -298947.500000 Penalty: 3834.166748
	Iteration 21Q: 3 clusters Score -298947.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -298948.968750 Penalty: 3834.166748
	Iteration 22Q: 3 clusters Score -298949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -298948.968750 Penalty: 3834.166748
	Iteration 23F: 3 clusters Score -298949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Entering Unmasked Estep 
Score: -86306.671875 Penalty: 1647.982544
	Iteration 0F: 2 clusters Score -86306.67 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 396 members 
Entering Unmasked Estep 
Score: -84719.882812 Penalty: 3295.965088
	Iteration 0F: 3 clusters Score -84719.88 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -85509.117188 Penalty: 3295.965088
	Iteration 1F: 3 clusters Score -85509.12 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -86181.320312 Penalty: 3295.965088
	Iteration 2F: 3 clusters Score -86181.32 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -86838.406250 Penalty: 3295.965088
	Iteration 3F: 3 clusters Score -86838.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -87199.671875 Penalty: 3295.965088
	Iteration 4F: 3 clusters Score -87199.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -87298.187500 Penalty: 3295.965088
	Iteration 5Q: 3 clusters Score -87298.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -87610.898438 Penalty: 3295.965088
	Iteration 6Q: 3 clusters Score -87610.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -87873.765625 Penalty: 3295.965088
	Iteration 7Q: 3 clusters Score -87873.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -87924.265625 Penalty: 3295.965088
	Iteration 8Q: 3 clusters Score -87924.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -87999.437500 Penalty: 3295.965088
	Iteration 9Q: 3 clusters Score -87999.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -88046.906250 Penalty: 3295.965088
	Iteration 10Q: 3 clusters Score -88046.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -88070.632812 Penalty: 3295.965088
	Iteration 11Q: 3 clusters Score -88070.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -88070.632812 Penalty: 3295.965088
	Iteration 12F: 3 clusters Score -88070.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128439 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2975 members 
Mstep: Class 5 contains 46921 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21172 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 10706 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96950 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25289 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5581 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 199 members 
Entering Unmasked Estep 
Score: -73844880.000000 Penalty: 118472.648438
Splitting cluster 20 changes total score from -73844736.000000 to -73844880.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (10706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Entering Unmasked Estep 
Score: -1309402.625000 Penalty: 2301.082764
	Iteration 0F: 2 clusters Score -1309403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1301344.750000 Penalty: 4602.165527
	Iteration 0F: 3 clusters Score -1301345 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1303975.125000 Penalty: 4602.165527
	Iteration 1F: 3 clusters Score -1303975 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1304613.375000 Penalty: 4602.165527
	Iteration 2F: 3 clusters Score -1304613 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1305168.625000 Penalty: 4602.165527
	Iteration 3F: 3 clusters Score -1305169 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1305593.250000 Penalty: 4602.165527
	Iteration 4F: 3 clusters Score -1305593 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1305946.250000 Penalty: 4602.165527
	Iteration 5F: 3 clusters Score -1305946 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1306221.750000 Penalty: 4602.165527
	Iteration 6Q: 3 clusters Score -1306222 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1306470.125000 Penalty: 4602.165527
	Iteration 7Q: 3 clusters Score -1306470 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1306681.750000 Penalty: 4602.165527
	Iteration 8Q: 3 clusters Score -1306682 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1306848.250000 Penalty: 4602.165527
	Iteration 9Q: 3 clusters Score -1306848 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1307016.250000 Penalty: 4602.165527
	Iteration 10Q: 3 clusters Score -1307016 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1307142.750000 Penalty: 4602.165527
	Iteration 11Q: 3 clusters Score -1307143 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1307249.875000 Penalty: 4602.165527
	Iteration 12Q: 3 clusters Score -1307250 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1307334.625000 Penalty: 4602.165527
	Iteration 13Q: 3 clusters Score -1307335 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1307402.500000 Penalty: 4602.165527
	Iteration 14Q: 3 clusters Score -1307402 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1307452.500000 Penalty: 4602.165527
	Iteration 15Q: 3 clusters Score -1307452 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1307496.125000 Penalty: 4602.165527
	Iteration 16Q: 3 clusters Score -1307496 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1307526.875000 Penalty: 4602.165527
	Iteration 17Q: 3 clusters Score -1307527 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1307558.750000 Penalty: 4602.165527
	Iteration 18Q: 3 clusters Score -1307559 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1307587.125000 Penalty: 4602.165527
	Iteration 19Q: 3 clusters Score -1307587 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1307612.125000 Penalty: 4602.165527
	Iteration 20F: 3 clusters Score -1307612 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1307633.750000 Penalty: 4602.165527
	Iteration 21Q: 3 clusters Score -1307634 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1307651.875000 Penalty: 4602.165527
	Iteration 22Q: 3 clusters Score -1307652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1307666.875000 Penalty: 4602.165527
	Iteration 23Q: 3 clusters Score -1307667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1307675.875000 Penalty: 4602.165527
	Iteration 24Q: 3 clusters Score -1307676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1307688.750000 Penalty: 4602.165527
	Iteration 25Q: 3 clusters Score -1307689 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1307699.125000 Penalty: 4602.165527
	Iteration 26Q: 3 clusters Score -1307699 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1307714.250000 Penalty: 4602.165527
	Iteration 27Q: 3 clusters Score -1307714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1307724.750000 Penalty: 4602.165527
	Iteration 28Q: 3 clusters Score -1307725 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1307743.250000 Penalty: 4602.165527
	Iteration 29Q: 3 clusters Score -1307743 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1307771.500000 Penalty: 4602.165527
	Iteration 30Q: 3 clusters Score -1307772 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1307800.500000 Penalty: 4602.165527
	Iteration 31Q: 3 clusters Score -1307800 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1307848.125000 Penalty: 4602.165527
	Iteration 32Q: 3 clusters Score -1307848 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1307891.125000 Penalty: 4602.165527
	Iteration 33Q: 3 clusters Score -1307891 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1307950.750000 Penalty: 4602.165527
	Iteration 34Q: 3 clusters Score -1307951 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1307994.500000 Penalty: 4602.165527
	Iteration 35Q: 3 clusters Score -1307994 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1308033.375000 Penalty: 4602.165527
	Iteration 36Q: 3 clusters Score -1308033 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1308073.625000 Penalty: 4602.165527
	Iteration 37Q: 3 clusters Score -1308074 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1308100.250000 Penalty: 4602.165527
	Iteration 38Q: 3 clusters Score -1308100 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1308136.875000 Penalty: 4602.165527
	Iteration 39Q: 3 clusters Score -1308137 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1308159.375000 Penalty: 4602.165527
	Iteration 40F: 3 clusters Score -1308159 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1308174.125000 Penalty: 4602.165527
	Iteration 41Q: 3 clusters Score -1308174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1308188.250000 Penalty: 4602.165527
	Iteration 42Q: 3 clusters Score -1308188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1308203.875000 Penalty: 4602.165527
	Iteration 43Q: 3 clusters Score -1308204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1308220.125000 Penalty: 4602.165527
	Iteration 44Q: 3 clusters Score -1308220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1308228.000000 Penalty: 4602.165527
	Iteration 45Q: 3 clusters Score -1308228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1308237.750000 Penalty: 4602.165527
	Iteration 46Q: 3 clusters Score -1308238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1308247.875000 Penalty: 4602.165527
	Iteration 47Q: 3 clusters Score -1308248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1308253.500000 Penalty: 4602.165527
	Iteration 48Q: 3 clusters Score -1308254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1308264.000000 Penalty: 4602.165527
	Iteration 49Q: 3 clusters Score -1308264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1308268.750000 Penalty: 4602.165527
	Iteration 50Q: 3 clusters Score -1308269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1308275.250000 Penalty: 4602.165527
	Iteration 51Q: 3 clusters Score -1308275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1308283.375000 Penalty: 4602.165527
	Iteration 52Q: 3 clusters Score -1308283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1308292.750000 Penalty: 4602.165527
	Iteration 53Q: 3 clusters Score -1308293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1308309.375000 Penalty: 4602.165527
	Iteration 54Q: 3 clusters Score -1308309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1308317.625000 Penalty: 4602.165527
	Iteration 55Q: 3 clusters Score -1308318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1308331.875000 Penalty: 4602.165527
	Iteration 56Q: 3 clusters Score -1308332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1308344.000000 Penalty: 4602.165527
	Iteration 57Q: 3 clusters Score -1308344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1308356.750000 Penalty: 4602.165527
	Iteration 58Q: 3 clusters Score -1308357 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1308373.375000 Penalty: 4602.165527
	Iteration 59Q: 3 clusters Score -1308373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1308381.000000 Penalty: 4602.165527
	Iteration 60F: 3 clusters Score -1308381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1308391.500000 Penalty: 4602.165527
	Iteration 61Q: 3 clusters Score -1308392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1308400.875000 Penalty: 4602.165527
	Iteration 62Q: 3 clusters Score -1308401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1308410.875000 Penalty: 4602.165527
	Iteration 63Q: 3 clusters Score -1308411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1308420.500000 Penalty: 4602.165527
	Iteration 64Q: 3 clusters Score -1308420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1308425.250000 Penalty: 4602.165527
	Iteration 65Q: 3 clusters Score -1308425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1308427.500000 Penalty: 4602.165527
	Iteration 66Q: 3 clusters Score -1308428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1308432.375000 Penalty: 4602.165527
	Iteration 67Q: 3 clusters Score -1308432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1308432.500000 Penalty: 4602.165527
	Iteration 68Q: 3 clusters Score -1308432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1308436.250000 Penalty: 4602.165527
	Iteration 69Q: 3 clusters Score -1308436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1308437.000000 Penalty: 4602.165527
	Iteration 70Q: 3 clusters Score -1308437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1308439.875000 Penalty: 4602.165527
	Iteration 71Q: 3 clusters Score -1308440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1308439.250000 Penalty: 4602.165527
	Iteration 72Q: 3 clusters Score -1308439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1308438.875000 Penalty: 4602.165527
	Iteration 73Q: 3 clusters Score -1308439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1308441.250000 Penalty: 4602.165527
	Iteration 74Q: 3 clusters Score -1308441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1308439.250000 Penalty: 4602.165527
	Iteration 75Q: 3 clusters Score -1308439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1308439.250000 Penalty: 4602.165527
	Iteration 76F: 3 clusters Score -1308439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Entering Unmasked Estep 
Score: -2476272.500000 Penalty: 2445.566162
	Iteration 0F: 2 clusters Score -2476272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2462644.250000 Penalty: 4891.132324
	Iteration 0F: 3 clusters Score -2462644 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2467520.750000 Penalty: 4891.132324
	Iteration 1F: 3 clusters Score -2467521 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2468280.000000 Penalty: 4891.132324
	Iteration 2F: 3 clusters Score -2468280 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2468979.750000 Penalty: 4891.132324
	Iteration 3F: 3 clusters Score -2468980 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2469697.750000 Penalty: 4891.132324
	Iteration 4F: 3 clusters Score -2469698 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2470402.250000 Penalty: 4891.132324
	Iteration 5F: 3 clusters Score -2470402 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2471057.250000 Penalty: 4891.132324
	Iteration 6F: 3 clusters Score -2471057 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2471587.500000 Penalty: 4891.132324
	Iteration 7F: 3 clusters Score -2471588 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2472011.000000 Penalty: 4891.132324
	Iteration 8Q: 3 clusters Score -2472011 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2472324.000000 Penalty: 4891.132324
	Iteration 9Q: 3 clusters Score -2472324 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2472589.750000 Penalty: 4891.132324
	Iteration 10Q: 3 clusters Score -2472590 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2472821.000000 Penalty: 4891.132324
	Iteration 11Q: 3 clusters Score -2472821 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2473031.000000 Penalty: 4891.132324
	Iteration 12Q: 3 clusters Score -2473031 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2473236.250000 Penalty: 4891.132324
	Iteration 13Q: 3 clusters Score -2473236 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2473428.000000 Penalty: 4891.132324
	Iteration 14Q: 3 clusters Score -2473428 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2473639.500000 Penalty: 4891.132324
	Iteration 15Q: 3 clusters Score -2473640 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2473853.000000 Penalty: 4891.132324
	Iteration 16Q: 3 clusters Score -2473853 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2474132.250000 Penalty: 4891.132324
	Iteration 17Q: 3 clusters Score -2474132 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2474434.000000 Penalty: 4891.132324
	Iteration 18Q: 3 clusters Score -2474434 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2474790.750000 Penalty: 4891.132324
	Iteration 19Q: 3 clusters Score -2474791 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2475117.500000 Penalty: 4891.132324
	Iteration 20F: 3 clusters Score -2475118 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2475450.250000 Penalty: 4891.132324
	Iteration 21Q: 3 clusters Score -2475450 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2475636.250000 Penalty: 4891.132324
	Iteration 22Q: 3 clusters Score -2475636 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2475724.500000 Penalty: 4891.132324
	Iteration 23Q: 3 clusters Score -2475724 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2475792.250000 Penalty: 4891.132324
	Iteration 24Q: 3 clusters Score -2475792 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2475819.500000 Penalty: 4891.132324
	Iteration 25Q: 3 clusters Score -2475820 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2475850.750000 Penalty: 4891.132324
	Iteration 26Q: 3 clusters Score -2475851 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2475886.500000 Penalty: 4891.132324
	Iteration 27Q: 3 clusters Score -2475886 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2475904.500000 Penalty: 4891.132324
	Iteration 28Q: 3 clusters Score -2475904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2475924.500000 Penalty: 4891.132324
	Iteration 29Q: 3 clusters Score -2475924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2475924.250000 Penalty: 4891.132324
	Iteration 30Q: 3 clusters Score -2475924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2475931.000000 Penalty: 4891.132324
	Iteration 31Q: 3 clusters Score -2475931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2475939.500000 Penalty: 4891.132324
	Iteration 32Q: 3 clusters Score -2475940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2475939.750000 Penalty: 4891.132324
	Iteration 33Q: 3 clusters Score -2475940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2475946.250000 Penalty: 4891.132324
	Iteration 34Q: 3 clusters Score -2475946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2475942.750000 Penalty: 4891.132324
	Iteration 35Q: 3 clusters Score -2475943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2475942.750000 Penalty: 4891.132324
	Iteration 36F: 3 clusters Score -2475943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Entering Unmasked Estep 
Score: -1532559.250000 Penalty: 2325.694824
	Iteration 0F: 2 clusters Score -1532559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1523673.375000 Penalty: 4651.389648
	Iteration 0F: 3 clusters Score -1523673 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1526340.875000 Penalty: 4651.389648
	Iteration 1F: 3 clusters Score -1526341 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1526677.375000 Penalty: 4651.389648
	Iteration 2F: 3 clusters Score -1526677 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1526926.000000 Penalty: 4651.389648
	Iteration 3F: 3 clusters Score -1526926 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1527168.625000 Penalty: 4651.389648
	Iteration 4Q: 3 clusters Score -1527169 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1527428.375000 Penalty: 4651.389648
	Iteration 5Q: 3 clusters Score -1527428 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1527733.250000 Penalty: 4651.389648
	Iteration 6Q: 3 clusters Score -1527733 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1528096.500000 Penalty: 4651.389648
	Iteration 7Q: 3 clusters Score -1528096 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1528506.250000 Penalty: 4651.389648
	Iteration 8F: 3 clusters Score -1528506 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1528967.875000 Penalty: 4651.389648
	Iteration 9F: 3 clusters Score -1528968 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1529416.875000 Penalty: 4651.389648
	Iteration 10Q: 3 clusters Score -1529417 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1529767.000000 Penalty: 4651.389648
	Iteration 11Q: 3 clusters Score -1529767 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1530059.250000 Penalty: 4651.389648
	Iteration 12Q: 3 clusters Score -1530059 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1530274.125000 Penalty: 4651.389648
	Iteration 13Q: 3 clusters Score -1530274 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1530408.875000 Penalty: 4651.389648
	Iteration 14Q: 3 clusters Score -1530409 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1530505.375000 Penalty: 4651.389648
	Iteration 15Q: 3 clusters Score -1530505 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1530571.875000 Penalty: 4651.389648
	Iteration 16Q: 3 clusters Score -1530572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1530604.500000 Penalty: 4651.389648
	Iteration 17Q: 3 clusters Score -1530604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1530634.000000 Penalty: 4651.389648
	Iteration 18Q: 3 clusters Score -1530634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1530650.750000 Penalty: 4651.389648
	Iteration 19Q: 3 clusters Score -1530651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1530663.875000 Penalty: 4651.389648
	Iteration 20F: 3 clusters Score -1530664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1530669.375000 Penalty: 4651.389648
	Iteration 21Q: 3 clusters Score -1530669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1530678.375000 Penalty: 4651.389648
	Iteration 22Q: 3 clusters Score -1530678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1530685.500000 Penalty: 4651.389648
	Iteration 23Q: 3 clusters Score -1530686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1530686.500000 Penalty: 4651.389648
	Iteration 24Q: 3 clusters Score -1530686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1530691.875000 Penalty: 4651.389648
	Iteration 25Q: 3 clusters Score -1530692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1530692.875000 Penalty: 4651.389648
	Iteration 26Q: 3 clusters Score -1530693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1530693.375000 Penalty: 4651.389648
	Iteration 27Q: 3 clusters Score -1530693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1530691.500000 Penalty: 4651.389648
	Iteration 28Q: 3 clusters Score -1530692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1530693.250000 Penalty: 4651.389648
	Iteration 29Q: 3 clusters Score -1530693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1530694.375000 Penalty: 4651.389648
	Iteration 30Q: 3 clusters Score -1530694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1530693.875000 Penalty: 4651.389648
	Iteration 31Q: 3 clusters Score -1530694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1530693.875000 Penalty: 4651.389648
	Iteration 32F: 3 clusters Score -1530694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (96950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96950 members 
Entering Unmasked Estep 
Score: -12754412.000000 Penalty: 2847.523682
	Iteration 0F: 2 clusters Score -1.275441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 48350 members 
Entering Unmasked Estep 
Score: -12689587.000000 Penalty: 5695.047363
	Iteration 0F: 3 clusters Score -1.268959e+07 nChanged 45837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -12715646.000000 Penalty: 5695.047363
	Iteration 1F: 3 clusters Score -1.271565e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -12716258.000000 Penalty: 5695.047363
	Iteration 2Q: 3 clusters Score -1.271626e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -12717062.000000 Penalty: 5695.047363
	Iteration 3Q: 3 clusters Score -1.271706e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -12718262.000000 Penalty: 5695.047363
	Iteration 4Q: 3 clusters Score -1.271826e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57848 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -12720123.000000 Penalty: 5695.047363
	Iteration 5Q: 3 clusters Score -1.272012e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -12723378.000000 Penalty: 5695.047363
	Iteration 6F: 3 clusters Score -1.272338e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68438 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -12728321.000000 Penalty: 5695.047363
	Iteration 7F: 3 clusters Score -1.272832e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75277 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -12734400.000000 Penalty: 5695.047363
	Iteration 8F: 3 clusters Score -1.27344e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81702 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -12740301.000000 Penalty: 5695.047363
	Iteration 9F: 3 clusters Score -1.27403e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86629 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -12744967.000000 Penalty: 5695.047363
	Iteration 10F: 3 clusters Score -1.274497e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89664 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -12748357.000000 Penalty: 5695.047363
	Iteration 11Q: 3 clusters Score -1.274836e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91143 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -12750587.000000 Penalty: 5695.047363
	Iteration 12Q: 3 clusters Score -1.275059e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91671 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -12751743.000000 Penalty: 5695.047363
	Iteration 13Q: 3 clusters Score -1.275174e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91854 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -12752141.000000 Penalty: 5695.047363
	Iteration 14Q: 3 clusters Score -1.275214e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91970 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -12752234.000000 Penalty: 5695.047363
	Iteration 15Q: 3 clusters Score -1.275223e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92066 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -12752290.000000 Penalty: 5695.047363
	Iteration 16Q: 3 clusters Score -1.275229e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -12752353.000000 Penalty: 5695.047363
	Iteration 17Q: 3 clusters Score -1.275235e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92233 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -12752386.000000 Penalty: 5695.047363
	Iteration 18Q: 3 clusters Score -1.275239e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92293 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -12752441.000000 Penalty: 5695.047363
	Iteration 19Q: 3 clusters Score -1.275244e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -12752446.000000 Penalty: 5695.047363
	Iteration 20F: 3 clusters Score -1.275245e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -12752446.000000 Penalty: 5695.047363
	Iteration 21Q: 3 clusters Score -1.275245e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92395 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -12752457.000000 Penalty: 5695.047363
	Iteration 22Q: 3 clusters Score -1.275246e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -12752460.000000 Penalty: 5695.047363
	Iteration 23Q: 3 clusters Score -1.275246e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92440 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -12752454.000000 Penalty: 5695.047363
	Iteration 24Q: 3 clusters Score -1.275245e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92464 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -12752446.000000 Penalty: 5695.047363
	Iteration 25Q: 3 clusters Score -1.275245e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92484 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -12752465.000000 Penalty: 5695.047363
	Iteration 26Q: 3 clusters Score -1.275246e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92497 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -12752471.000000 Penalty: 5695.047363
	Iteration 27Q: 3 clusters Score -1.275247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92512 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -12752474.000000 Penalty: 5695.047363
	Iteration 28Q: 3 clusters Score -1.275247e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92532 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -12752476.000000 Penalty: 5695.047363
	Iteration 29Q: 3 clusters Score -1.275248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92546 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -12752471.000000 Penalty: 5695.047363
	Iteration 30Q: 3 clusters Score -1.275247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92553 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -12752475.000000 Penalty: 5695.047363
	Iteration 31Q: 3 clusters Score -1.275248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92562 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -12752469.000000 Penalty: 5695.047363
	Iteration 32Q: 3 clusters Score -1.275247e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92577 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -12752462.000000 Penalty: 5695.047363
	Iteration 33Q: 3 clusters Score -1.275246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92587 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -12752473.000000 Penalty: 5695.047363
	Iteration 34Q: 3 clusters Score -1.275247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92596 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -12752467.000000 Penalty: 5695.047363
	Iteration 35Q: 3 clusters Score -1.275247e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92609 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -12752486.000000 Penalty: 5695.047363
	Iteration 36Q: 3 clusters Score -1.275249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92623 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -12752489.000000 Penalty: 5695.047363
	Iteration 37Q: 3 clusters Score -1.275249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92634 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -12752495.000000 Penalty: 5695.047363
	Iteration 38Q: 3 clusters Score -1.27525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -12752488.000000 Penalty: 5695.047363
	Iteration 39Q: 3 clusters Score -1.275249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -12752483.000000 Penalty: 5695.047363
	Iteration 40F: 3 clusters Score -1.275248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92643 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -12752488.000000 Penalty: 5695.047363
	Iteration 41Q: 3 clusters Score -1.275249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92644 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -12752490.000000 Penalty: 5695.047363
	Iteration 42Q: 3 clusters Score -1.275249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92645 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -12752492.000000 Penalty: 5695.047363
	Iteration 43Q: 3 clusters Score -1.275249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92645 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -12752487.000000 Penalty: 5695.047363
	Iteration 44Q: 3 clusters Score -1.275249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92645 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -12752487.000000 Penalty: 5695.047363
	Iteration 45Q: 3 clusters Score -1.275249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92645 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -12752497.000000 Penalty: 5695.047363
	Iteration 46Q: 3 clusters Score -1.27525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92647 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -12752480.000000 Penalty: 5695.047363
	Iteration 47Q: 3 clusters Score -1.275248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92651 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -12752486.000000 Penalty: 5695.047363
	Iteration 48Q: 3 clusters Score -1.275249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92654 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -12752490.000000 Penalty: 5695.047363
	Iteration 49Q: 3 clusters Score -1.275249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92658 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -12752486.000000 Penalty: 5695.047363
	Iteration 50Q: 3 clusters Score -1.275249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92662 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -12752490.000000 Penalty: 5695.047363
	Iteration 51Q: 3 clusters Score -1.275249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92664 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -12752492.000000 Penalty: 5695.047363
	Iteration 52Q: 3 clusters Score -1.275249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92659 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -12752497.000000 Penalty: 5695.047363
	Iteration 53Q: 3 clusters Score -1.27525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92660 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -12752496.000000 Penalty: 5695.047363
	Iteration 54Q: 3 clusters Score -1.27525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92661 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -12752497.000000 Penalty: 5695.047363
	Iteration 55Q: 3 clusters Score -1.27525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92661 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -12752497.000000 Penalty: 5695.047363
	Iteration 56F: 3 clusters Score -1.27525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Entering Unmasked Estep 
Score: -302614.593750 Penalty: 1927.015381
	Iteration 0F: 2 clusters Score -302614.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -299766.187500 Penalty: 3854.030762
	Iteration 0F: 3 clusters Score -299766.2 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -300354.156250 Penalty: 3854.030762
	Iteration 1F: 3 clusters Score -300354.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -300555.406250 Penalty: 3854.030762
	Iteration 2F: 3 clusters Score -300555.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -300690.000000 Penalty: 3854.030762
	Iteration 3F: 3 clusters Score -300690 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -300797.656250 Penalty: 3854.030762
	Iteration 4Q: 3 clusters Score -300797.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -300855.625000 Penalty: 3854.030762
	Iteration 5Q: 3 clusters Score -300855.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -300889.750000 Penalty: 3854.030762
	Iteration 6Q: 3 clusters Score -300889.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -300919.718750 Penalty: 3854.030762
	Iteration 7Q: 3 clusters Score -300919.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -300945.375000 Penalty: 3854.030762
	Iteration 8Q: 3 clusters Score -300945.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -300960.281250 Penalty: 3854.030762
	Iteration 9Q: 3 clusters Score -300960.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -300967.343750 Penalty: 3854.030762
	Iteration 10Q: 3 clusters Score -300967.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -300974.343750 Penalty: 3854.030762
	Iteration 11Q: 3 clusters Score -300974.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -300983.843750 Penalty: 3854.030762
	Iteration 12Q: 3 clusters Score -300983.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -300988.250000 Penalty: 3854.030762
	Iteration 13Q: 3 clusters Score -300988.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -300996.250000 Penalty: 3854.030762
	Iteration 14Q: 3 clusters Score -300996.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -301000.031250 Penalty: 3854.030762
	Iteration 15Q: 3 clusters Score -301000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -301004.281250 Penalty: 3854.030762
	Iteration 16Q: 3 clusters Score -301004.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -301008.593750 Penalty: 3854.030762
	Iteration 17Q: 3 clusters Score -301008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -301009.156250 Penalty: 3854.030762
	Iteration 18Q: 3 clusters Score -301009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -301011.406250 Penalty: 3854.030762
	Iteration 19Q: 3 clusters Score -301011.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -301015.687500 Penalty: 3854.030762
	Iteration 20F: 3 clusters Score -301015.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -301018.843750 Penalty: 3854.030762
	Iteration 21Q: 3 clusters Score -301018.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -301019.562500 Penalty: 3854.030762
	Iteration 22Q: 3 clusters Score -301019.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -301019.062500 Penalty: 3854.030762
	Iteration 23Q: 3 clusters Score -301019.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -301021.812500 Penalty: 3854.030762
	Iteration 24Q: 3 clusters Score -301021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -301023.531250 Penalty: 3854.030762
	Iteration 25Q: 3 clusters Score -301023.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -301026.531250 Penalty: 3854.030762
	Iteration 26Q: 3 clusters Score -301026.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -301031.125000 Penalty: 3854.030762
	Iteration 27Q: 3 clusters Score -301031.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -301034.718750 Penalty: 3854.030762
	Iteration 28Q: 3 clusters Score -301034.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -301038.218750 Penalty: 3854.030762
	Iteration 29Q: 3 clusters Score -301038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -301040.375000 Penalty: 3854.030762
	Iteration 30Q: 3 clusters Score -301040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -301040.906250 Penalty: 3854.030762
	Iteration 31Q: 3 clusters Score -301040.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -301041.437500 Penalty: 3854.030762
	Iteration 32Q: 3 clusters Score -301041.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -301045.125000 Penalty: 3854.030762
	Iteration 33Q: 3 clusters Score -301045.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -301047.218750 Penalty: 3854.030762
	Iteration 34Q: 3 clusters Score -301047.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -301048.125000 Penalty: 3854.030762
	Iteration 35Q: 3 clusters Score -301048.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -301047.968750 Penalty: 3854.030762
	Iteration 36Q: 3 clusters Score -301048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -301047.968750 Penalty: 3854.030762
	Iteration 37F: 3 clusters Score -301048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -82070.289062 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -82070.29 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 337 members 
Entering Unmasked Estep 
Score: -80424.000000 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -80424 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80661.796875 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -80661.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -80817.250000 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -80817.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80905.093750 Penalty: 3227.609619
	Iteration 3F: 3 clusters Score -80905.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80978.968750 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -80978.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -81049.640625 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -81049.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81087.250000 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -81087.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -81135.492188 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -81135.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -81156.585938 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -81156.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -81170.390625 Penalty: 3227.609619
	Iteration 9Q: 3 clusters Score -81170.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -81177.968750 Penalty: 3227.609619
	Iteration 10Q: 3 clusters Score -81177.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -81183.398438 Penalty: 3227.609619
	Iteration 11Q: 3 clusters Score -81183.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -81187.148438 Penalty: 3227.609619
	Iteration 12Q: 3 clusters Score -81187.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -81189.984375 Penalty: 3227.609619
	Iteration 13Q: 3 clusters Score -81189.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -81192.359375 Penalty: 3227.609619
	Iteration 14Q: 3 clusters Score -81192.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -81198.945312 Penalty: 3227.609619
	Iteration 15Q: 3 clusters Score -81198.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -81205.054688 Penalty: 3227.609619
	Iteration 16Q: 3 clusters Score -81205.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -81209.960938 Penalty: 3227.609619
	Iteration 17Q: 3 clusters Score -81209.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -81216.507812 Penalty: 3227.609619
	Iteration 18Q: 3 clusters Score -81216.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -81218.117188 Penalty: 3227.609619
	Iteration 19Q: 3 clusters Score -81218.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -81218.117188 Penalty: 3227.609619
	Iteration 20F: 3 clusters Score -81218.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Entering Unmasked Estep 
Score: -595080.000000 Penalty: 2105.934326
	Iteration 0F: 2 clusters Score -595080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -590598.812500 Penalty: 4211.868652
	Iteration 0F: 3 clusters Score -590598.8 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -591697.687500 Penalty: 4211.868652
	Iteration 1F: 3 clusters Score -591697.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -591992.937500 Penalty: 4211.868652
	Iteration 2F: 3 clusters Score -591992.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -592292.625000 Penalty: 4211.868652
	Iteration 3F: 3 clusters Score -592292.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -592591.000000 Penalty: 4211.868652
	Iteration 4F: 3 clusters Score -592591 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -592901.125000 Penalty: 4211.868652
	Iteration 5F: 3 clusters Score -592901.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -593173.875000 Penalty: 4211.868652
	Iteration 6F: 3 clusters Score -593173.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -593386.250000 Penalty: 4211.868652
	Iteration 7Q: 3 clusters Score -593386.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -593568.312500 Penalty: 4211.868652
	Iteration 8Q: 3 clusters Score -593568.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -593713.375000 Penalty: 4211.868652
	Iteration 9Q: 3 clusters Score -593713.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -593859.187500 Penalty: 4211.868652
	Iteration 10Q: 3 clusters Score -593859.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -593979.500000 Penalty: 4211.868652
	Iteration 11Q: 3 clusters Score -593979.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -594086.750000 Penalty: 4211.868652
	Iteration 12Q: 3 clusters Score -594086.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -594172.000000 Penalty: 4211.868652
	Iteration 13Q: 3 clusters Score -594172 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -594259.875000 Penalty: 4211.868652
	Iteration 14Q: 3 clusters Score -594259.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -594342.125000 Penalty: 4211.868652
	Iteration 15Q: 3 clusters Score -594342.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -594424.500000 Penalty: 4211.868652
	Iteration 16Q: 3 clusters Score -594424.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -594478.187500 Penalty: 4211.868652
	Iteration 17Q: 3 clusters Score -594478.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -594515.625000 Penalty: 4211.868652
	Iteration 18Q: 3 clusters Score -594515.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -594560.625000 Penalty: 4211.868652
	Iteration 19Q: 3 clusters Score -594560.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -594593.687500 Penalty: 4211.868652
	Iteration 20F: 3 clusters Score -594593.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -594605.375000 Penalty: 4211.868652
	Iteration 21Q: 3 clusters Score -594605.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -594618.312500 Penalty: 4211.868652
	Iteration 22Q: 3 clusters Score -594618.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -594625.937500 Penalty: 4211.868652
	Iteration 23Q: 3 clusters Score -594625.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -594630.875000 Penalty: 4211.868652
	Iteration 24Q: 3 clusters Score -594630.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -594632.875000 Penalty: 4211.868652
	Iteration 25Q: 3 clusters Score -594632.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -594632.875000 Penalty: 4211.868652
	Iteration 26F: 3 clusters Score -594632.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -600672.375000 Penalty: 2085.527588
	Iteration 0F: 2 clusters Score -600672.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -596504.000000 Penalty: 4171.055176
	Iteration 0F: 3 clusters Score -596504 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -597408.500000 Penalty: 4171.055176
	Iteration 1F: 3 clusters Score -597408.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -597598.062500 Penalty: 4171.055176
	Iteration 2F: 3 clusters Score -597598.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -597693.187500 Penalty: 4171.055176
	Iteration 3Q: 3 clusters Score -597693.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -597764.562500 Penalty: 4171.055176
	Iteration 4Q: 3 clusters Score -597764.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -597817.625000 Penalty: 4171.055176
	Iteration 5Q: 3 clusters Score -597817.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -597860.000000 Penalty: 4171.055176
	Iteration 6Q: 3 clusters Score -597860 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -597895.375000 Penalty: 4171.055176
	Iteration 7Q: 3 clusters Score -597895.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -597920.937500 Penalty: 4171.055176
	Iteration 8Q: 3 clusters Score -597920.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -597946.250000 Penalty: 4171.055176
	Iteration 9Q: 3 clusters Score -597946.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -597967.562500 Penalty: 4171.055176
	Iteration 10Q: 3 clusters Score -597967.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -597978.187500 Penalty: 4171.055176
	Iteration 11Q: 3 clusters Score -597978.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -597997.562500 Penalty: 4171.055176
	Iteration 12Q: 3 clusters Score -597997.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -598014.437500 Penalty: 4171.055176
	Iteration 13Q: 3 clusters Score -598014.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -598039.937500 Penalty: 4171.055176
	Iteration 14Q: 3 clusters Score -598039.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -598066.687500 Penalty: 4171.055176
	Iteration 15Q: 3 clusters Score -598066.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -598098.312500 Penalty: 4171.055176
	Iteration 16Q: 3 clusters Score -598098.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -598118.312500 Penalty: 4171.055176
	Iteration 17Q: 3 clusters Score -598118.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -598135.625000 Penalty: 4171.055176
	Iteration 18Q: 3 clusters Score -598135.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -598153.875000 Penalty: 4171.055176
	Iteration 19Q: 3 clusters Score -598153.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -598167.687500 Penalty: 4171.055176
	Iteration 20F: 3 clusters Score -598167.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -598180.937500 Penalty: 4171.055176
	Iteration 21Q: 3 clusters Score -598180.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -598196.437500 Penalty: 4171.055176
	Iteration 22Q: 3 clusters Score -598196.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -598212.812500 Penalty: 4171.055176
	Iteration 23Q: 3 clusters Score -598212.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -598227.375000 Penalty: 4171.055176
	Iteration 24Q: 3 clusters Score -598227.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -598240.250000 Penalty: 4171.055176
	Iteration 25Q: 3 clusters Score -598240.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -598252.625000 Penalty: 4171.055176
	Iteration 26Q: 3 clusters Score -598252.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -598263.875000 Penalty: 4171.055176
	Iteration 27Q: 3 clusters Score -598263.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -598277.250000 Penalty: 4171.055176
	Iteration 28Q: 3 clusters Score -598277.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -598287.500000 Penalty: 4171.055176
	Iteration 29Q: 3 clusters Score -598287.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -598304.375000 Penalty: 4171.055176
	Iteration 30Q: 3 clusters Score -598304.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -598324.875000 Penalty: 4171.055176
	Iteration 31Q: 3 clusters Score -598324.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -598342.250000 Penalty: 4171.055176
	Iteration 32Q: 3 clusters Score -598342.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -598363.875000 Penalty: 4171.055176
	Iteration 33Q: 3 clusters Score -598363.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -598385.000000 Penalty: 4171.055176
	Iteration 34Q: 3 clusters Score -598385 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -598400.500000 Penalty: 4171.055176
	Iteration 35Q: 3 clusters Score -598400.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -598418.625000 Penalty: 4171.055176
	Iteration 36Q: 3 clusters Score -598418.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -598441.187500 Penalty: 4171.055176
	Iteration 37Q: 3 clusters Score -598441.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -598468.500000 Penalty: 4171.055176
	Iteration 38Q: 3 clusters Score -598468.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -598492.375000 Penalty: 4171.055176
	Iteration 39Q: 3 clusters Score -598492.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -598514.062500 Penalty: 4171.055176
	Iteration 40F: 3 clusters Score -598514.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -598536.687500 Penalty: 4171.055176
	Iteration 41Q: 3 clusters Score -598536.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -598555.000000 Penalty: 4171.055176
	Iteration 42Q: 3 clusters Score -598555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -598570.437500 Penalty: 4171.055176
	Iteration 43Q: 3 clusters Score -598570.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -598586.687500 Penalty: 4171.055176
	Iteration 44Q: 3 clusters Score -598586.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -598596.750000 Penalty: 4171.055176
	Iteration 45Q: 3 clusters Score -598596.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -598607.375000 Penalty: 4171.055176
	Iteration 46Q: 3 clusters Score -598607.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -598614.062500 Penalty: 4171.055176
	Iteration 47Q: 3 clusters Score -598614.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -598620.500000 Penalty: 4171.055176
	Iteration 48Q: 3 clusters Score -598620.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -598627.250000 Penalty: 4171.055176
	Iteration 49Q: 3 clusters Score -598627.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -598633.375000 Penalty: 4171.055176
	Iteration 50Q: 3 clusters Score -598633.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -598641.750000 Penalty: 4171.055176
	Iteration 51Q: 3 clusters Score -598641.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -598648.062500 Penalty: 4171.055176
	Iteration 52Q: 3 clusters Score -598648.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -598653.375000 Penalty: 4171.055176
	Iteration 53Q: 3 clusters Score -598653.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -598654.062500 Penalty: 4171.055176
	Iteration 54Q: 3 clusters Score -598654.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -598657.187500 Penalty: 4171.055176
	Iteration 55Q: 3 clusters Score -598657.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -598659.312500 Penalty: 4171.055176
	Iteration 56Q: 3 clusters Score -598659.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -598660.625000 Penalty: 4171.055176
	Iteration 57Q: 3 clusters Score -598660.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -598665.562500 Penalty: 4171.055176
	Iteration 58Q: 3 clusters Score -598665.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -598669.375000 Penalty: 4171.055176
	Iteration 59Q: 3 clusters Score -598669.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -598672.937500 Penalty: 4171.055176
	Iteration 60F: 3 clusters Score -598672.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -598676.687500 Penalty: 4171.055176
	Iteration 61Q: 3 clusters Score -598676.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -598680.937500 Penalty: 4171.055176
	Iteration 62Q: 3 clusters Score -598680.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -598685.687500 Penalty: 4171.055176
	Iteration 63Q: 3 clusters Score -598685.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -598689.312500 Penalty: 4171.055176
	Iteration 64Q: 3 clusters Score -598689.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -598691.562500 Penalty: 4171.055176
	Iteration 65Q: 3 clusters Score -598691.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -598695.500000 Penalty: 4171.055176
	Iteration 66Q: 3 clusters Score -598695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -598697.937500 Penalty: 4171.055176
	Iteration 67Q: 3 clusters Score -598697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -598697.687500 Penalty: 4171.055176
	Iteration 68Q: 3 clusters Score -598697.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -598702.500000 Penalty: 4171.055176
	Iteration 69Q: 3 clusters Score -598702.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -598704.625000 Penalty: 4171.055176
	Iteration 70Q: 3 clusters Score -598704.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -598706.687500 Penalty: 4171.055176
	Iteration 71Q: 3 clusters Score -598706.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -598709.000000 Penalty: 4171.055176
	Iteration 72Q: 3 clusters Score -598709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -598713.750000 Penalty: 4171.055176
	Iteration 73Q: 3 clusters Score -598713.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -598717.500000 Penalty: 4171.055176
	Iteration 74Q: 3 clusters Score -598717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -598718.625000 Penalty: 4171.055176
	Iteration 75Q: 3 clusters Score -598718.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -598720.062500 Penalty: 4171.055176
	Iteration 76Q: 3 clusters Score -598720.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -598720.062500 Penalty: 4171.055176
	Iteration 77F: 3 clusters Score -598720.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Entering Unmasked Estep 
Score: -3309176.500000 Penalty: 2514.254883
	Iteration 0F: 2 clusters Score -3309176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -3291726.750000 Penalty: 5028.509766
	Iteration 0F: 3 clusters Score -3291727 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3297881.750000 Penalty: 5028.509766
	Iteration 1F: 3 clusters Score -3297882 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3298348.750000 Penalty: 5028.509766
	Iteration 2F: 3 clusters Score -3298349 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -3298708.250000 Penalty: 5028.509766
	Iteration 3Q: 3 clusters Score -3298708 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -3299010.000000 Penalty: 5028.509766
	Iteration 4Q: 3 clusters Score -3299010 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -3299305.250000 Penalty: 5028.509766
	Iteration 5Q: 3 clusters Score -3299305 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3299615.750000 Penalty: 5028.509766
	Iteration 6Q: 3 clusters Score -3299616 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -3299996.000000 Penalty: 5028.509766
	Iteration 7Q: 3 clusters Score -3299996 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -3300438.000000 Penalty: 5028.509766
	Iteration 8Q: 3 clusters Score -3300438 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -3300951.000000 Penalty: 5028.509766
	Iteration 9Q: 3 clusters Score -3300951 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3301605.500000 Penalty: 5028.509766
	Iteration 10Q: 3 clusters Score -3301606 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3302325.250000 Penalty: 5028.509766
	Iteration 11Q: 3 clusters Score -3302325 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3303129.250000 Penalty: 5028.509766
	Iteration 12F: 3 clusters Score -3303129 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -3304126.500000 Penalty: 5028.509766
	Iteration 13F: 3 clusters Score -3304126 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -3305276.500000 Penalty: 5028.509766
	Iteration 14F: 3 clusters Score -3305276 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3306504.000000 Penalty: 5028.509766
	Iteration 15Q: 3 clusters Score -3306504 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3307530.500000 Penalty: 5028.509766
	Iteration 16Q: 3 clusters Score -3307530 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3308200.250000 Penalty: 5028.509766
	Iteration 17Q: 3 clusters Score -3308200 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3308523.000000 Penalty: 5028.509766
	Iteration 18Q: 3 clusters Score -3308523 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -3308641.750000 Penalty: 5028.509766
	Iteration 19Q: 3 clusters Score -3308642 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -3308722.000000 Penalty: 5028.509766
	Iteration 20F: 3 clusters Score -3308722 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -3308758.000000 Penalty: 5028.509766
	Iteration 21Q: 3 clusters Score -3308758 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3308769.250000 Penalty: 5028.509766
	Iteration 22Q: 3 clusters Score -3308769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -3308775.000000 Penalty: 5028.509766
	Iteration 23Q: 3 clusters Score -3308775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -3308772.500000 Penalty: 5028.509766
	Iteration 24Q: 3 clusters Score -3308772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3308778.750000 Penalty: 5028.509766
	Iteration 25Q: 3 clusters Score -3308779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3308776.500000 Penalty: 5028.509766
	Iteration 26Q: 3 clusters Score -3308776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3308778.250000 Penalty: 5028.509766
	Iteration 27Q: 3 clusters Score -3308778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3308778.250000 Penalty: 5028.509766
	Iteration 28F: 3 clusters Score -3308778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -98299.273438 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -98299.27 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 401 members 
Entering Unmasked Estep 
Score: -96542.312500 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -96542.31 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -96892.414062 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -96892.41 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -97062.351562 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -97062.35 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -97252.859375 Penalty: 3320.502686
	Iteration 3F: 3 clusters Score -97252.86 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -97643.742188 Penalty: 3320.502686
	Iteration 4F: 3 clusters Score -97643.74 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -98445.835938 Penalty: 3320.502686
	Iteration 5F: 3 clusters Score -98445.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -99054.390625 Penalty: 3320.502686
	Iteration 6F: 3 clusters Score -99054.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -99149.578125 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -99149.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -99217.023438 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -99217.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -99270.375000 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -99270.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -99274.320312 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -99274.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -99274.320312 Penalty: 3320.502686
	Iteration 11F: 3 clusters Score -99274.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128439 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2975 members 
Mstep: Class 5 contains 46921 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21172 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 10706 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96950 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25289 members 
Mstep: Class 30 contains 291 members 
Mstep: Class 31 contains 5581 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 199 members 
Mstep: Class 37 contains 517 members 
Entering Unmasked Estep 
Score: -73844376.000000 Penalty: 121763.554688
Splitting cluster 30 changes total score from -73844736.000000 to -73844376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (5581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Entering Unmasked Estep 
Score: -675215.625000 Penalty: 2139.526367
	Iteration 0F: 2 clusters Score -675215.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -670372.125000 Penalty: 4279.052734
	Iteration 0F: 3 clusters Score -670372.1 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -671775.500000 Penalty: 4279.052734
	Iteration 1F: 3 clusters Score -671775.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -672228.812500 Penalty: 4279.052734
	Iteration 2F: 3 clusters Score -672228.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -672675.375000 Penalty: 4279.052734
	Iteration 3F: 3 clusters Score -672675.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -673182.625000 Penalty: 4279.052734
	Iteration 4F: 3 clusters Score -673182.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -673718.312500 Penalty: 4279.052734
	Iteration 5F: 3 clusters Score -673718.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -674148.812500 Penalty: 4279.052734
	Iteration 6F: 3 clusters Score -674148.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -674477.500000 Penalty: 4279.052734
	Iteration 7F: 3 clusters Score -674477.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -674726.625000 Penalty: 4279.052734
	Iteration 8Q: 3 clusters Score -674726.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -674856.312500 Penalty: 4279.052734
	Iteration 9Q: 3 clusters Score -674856.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -674930.625000 Penalty: 4279.052734
	Iteration 10Q: 3 clusters Score -674930.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -675001.187500 Penalty: 4279.052734
	Iteration 11Q: 3 clusters Score -675001.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -675030.250000 Penalty: 4279.052734
	Iteration 12Q: 3 clusters Score -675030.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -675050.875000 Penalty: 4279.052734
	Iteration 13Q: 3 clusters Score -675050.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -675058.125000 Penalty: 4279.052734
	Iteration 14Q: 3 clusters Score -675058.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -675065.687500 Penalty: 4279.052734
	Iteration 15Q: 3 clusters Score -675065.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -675066.937500 Penalty: 4279.052734
	Iteration 16Q: 3 clusters Score -675066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -675067.062500 Penalty: 4279.052734
	Iteration 17Q: 3 clusters Score -675067.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -675067.062500 Penalty: 4279.052734
	Iteration 18F: 3 clusters Score -675067.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Entering Unmasked Estep 
Score: -318086.375000 Penalty: 1937.369385
	Iteration 0F: 2 clusters Score -318086.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -315175.406250 Penalty: 3874.738770
	Iteration 0F: 3 clusters Score -315175.4 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -315695.031250 Penalty: 3874.738770
	Iteration 1F: 3 clusters Score -315695 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -315846.000000 Penalty: 3874.738770
	Iteration 2F: 3 clusters Score -315846 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -315956.718750 Penalty: 3874.738770
	Iteration 3F: 3 clusters Score -315956.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -316029.031250 Penalty: 3874.738770
	Iteration 4Q: 3 clusters Score -316029 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -316073.406250 Penalty: 3874.738770
	Iteration 5Q: 3 clusters Score -316073.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -316107.937500 Penalty: 3874.738770
	Iteration 6Q: 3 clusters Score -316107.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -316141.562500 Penalty: 3874.738770
	Iteration 7Q: 3 clusters Score -316141.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -316181.437500 Penalty: 3874.738770
	Iteration 8Q: 3 clusters Score -316181.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -316215.593750 Penalty: 3874.738770
	Iteration 9Q: 3 clusters Score -316215.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -316245.062500 Penalty: 3874.738770
	Iteration 10Q: 3 clusters Score -316245.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -316270.093750 Penalty: 3874.738770
	Iteration 11Q: 3 clusters Score -316270.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -316292.875000 Penalty: 3874.738770
	Iteration 12Q: 3 clusters Score -316292.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -316314.062500 Penalty: 3874.738770
	Iteration 13Q: 3 clusters Score -316314.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -316331.625000 Penalty: 3874.738770
	Iteration 14Q: 3 clusters Score -316331.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -316347.156250 Penalty: 3874.738770
	Iteration 15Q: 3 clusters Score -316347.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -316366.000000 Penalty: 3874.738770
	Iteration 16Q: 3 clusters Score -316366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -316381.156250 Penalty: 3874.738770
	Iteration 17Q: 3 clusters Score -316381.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -316398.468750 Penalty: 3874.738770
	Iteration 18Q: 3 clusters Score -316398.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -316415.218750 Penalty: 3874.738770
	Iteration 19Q: 3 clusters Score -316415.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -316438.187500 Penalty: 3874.738770
	Iteration 20F: 3 clusters Score -316438.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -316463.875000 Penalty: 3874.738770
	Iteration 21Q: 3 clusters Score -316463.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -316491.468750 Penalty: 3874.738770
	Iteration 22Q: 3 clusters Score -316491.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -316524.875000 Penalty: 3874.738770
	Iteration 23Q: 3 clusters Score -316524.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -316540.281250 Penalty: 3874.738770
	Iteration 24Q: 3 clusters Score -316540.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -316551.406250 Penalty: 3874.738770
	Iteration 25Q: 3 clusters Score -316551.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -316563.906250 Penalty: 3874.738770
	Iteration 26Q: 3 clusters Score -316563.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -316576.500000 Penalty: 3874.738770
	Iteration 27Q: 3 clusters Score -316576.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -316588.312500 Penalty: 3874.738770
	Iteration 28Q: 3 clusters Score -316588.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -316597.156250 Penalty: 3874.738770
	Iteration 29Q: 3 clusters Score -316597.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -316612.218750 Penalty: 3874.738770
	Iteration 30Q: 3 clusters Score -316612.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -316627.562500 Penalty: 3874.738770
	Iteration 31Q: 3 clusters Score -316627.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -316647.500000 Penalty: 3874.738770
	Iteration 32Q: 3 clusters Score -316647.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -316657.593750 Penalty: 3874.738770
	Iteration 33Q: 3 clusters Score -316657.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -316672.093750 Penalty: 3874.738770
	Iteration 34Q: 3 clusters Score -316672.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -316682.750000 Penalty: 3874.738770
	Iteration 35Q: 3 clusters Score -316682.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -316692.593750 Penalty: 3874.738770
	Iteration 36Q: 3 clusters Score -316692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -316695.937500 Penalty: 3874.738770
	Iteration 37Q: 3 clusters Score -316695.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -316700.031250 Penalty: 3874.738770
	Iteration 38Q: 3 clusters Score -316700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -316702.031250 Penalty: 3874.738770
	Iteration 39Q: 3 clusters Score -316702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -316703.031250 Penalty: 3874.738770
	Iteration 40F: 3 clusters Score -316703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -116242.203125 Penalty: 1715.836426
	Iteration 0F: 2 clusters Score -116242.2 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 465 members 
Entering Unmasked Estep 
Score: -114433.710938 Penalty: 3431.672852
	Iteration 0F: 3 clusters Score -114433.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -115287.515625 Penalty: 3431.672852
	Iteration 1F: 3 clusters Score -115287.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -116254.773438 Penalty: 3431.672852
	Iteration 2F: 3 clusters Score -116254.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -116681.554688 Penalty: 3431.672852
	Iteration 3F: 3 clusters Score -116681.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -116791.554688 Penalty: 3431.672852
	Iteration 4Q: 3 clusters Score -116791.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -116841.312500 Penalty: 3431.672852
	Iteration 5Q: 3 clusters Score -116841.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -116871.421875 Penalty: 3431.672852
	Iteration 6Q: 3 clusters Score -116871.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -116872.320312 Penalty: 3431.672852
	Iteration 7Q: 3 clusters Score -116872.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -116873.890625 Penalty: 3431.672852
	Iteration 8Q: 3 clusters Score -116873.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -116875.437500 Penalty: 3431.672852
	Iteration 9Q: 3 clusters Score -116875.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -116875.437500 Penalty: 3431.672852
	Iteration 10F: 3 clusters Score -116875.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128439 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2975 members 
Mstep: Class 5 contains 46921 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21172 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 10706 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96950 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25289 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5581 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 819 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 218 members 
Mstep: Class 36 contains 199 members 
Mstep: Class 37 contains 192 members 
Entering Unmasked Estep 
Score: -73843864.000000 Penalty: 121763.554688
Splitting cluster 33 changes total score from -73844736.000000 to -73843864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (7721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Entering Unmasked Estep 
Score: -934859.750000 Penalty: 2220.021484
	Iteration 0F: 2 clusters Score -934859.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -928621.062500 Penalty: 4440.042969
	Iteration 0F: 3 clusters Score -928621.1 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -930308.687500 Penalty: 4440.042969
	Iteration 1F: 3 clusters Score -930308.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -930582.687500 Penalty: 4440.042969
	Iteration 2F: 3 clusters Score -930582.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -930772.937500 Penalty: 4440.042969
	Iteration 3F: 3 clusters Score -930772.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -930924.562500 Penalty: 4440.042969
	Iteration 4Q: 3 clusters Score -930924.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -931052.875000 Penalty: 4440.042969
	Iteration 5Q: 3 clusters Score -931052.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -931168.500000 Penalty: 4440.042969
	Iteration 6Q: 3 clusters Score -931168.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -931273.250000 Penalty: 4440.042969
	Iteration 7Q: 3 clusters Score -931273.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -931352.125000 Penalty: 4440.042969
	Iteration 8Q: 3 clusters Score -931352.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -931442.312500 Penalty: 4440.042969
	Iteration 9Q: 3 clusters Score -931442.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -931535.812500 Penalty: 4440.042969
	Iteration 10Q: 3 clusters Score -931535.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -931626.937500 Penalty: 4440.042969
	Iteration 11Q: 3 clusters Score -931626.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -931728.437500 Penalty: 4440.042969
	Iteration 12Q: 3 clusters Score -931728.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -931827.125000 Penalty: 4440.042969
	Iteration 13Q: 3 clusters Score -931827.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -931916.500000 Penalty: 4440.042969
	Iteration 14Q: 3 clusters Score -931916.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -932004.375000 Penalty: 4440.042969
	Iteration 15Q: 3 clusters Score -932004.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -932085.187500 Penalty: 4440.042969
	Iteration 16Q: 3 clusters Score -932085.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -932170.562500 Penalty: 4440.042969
	Iteration 17Q: 3 clusters Score -932170.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -932249.375000 Penalty: 4440.042969
	Iteration 18Q: 3 clusters Score -932249.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -932326.875000 Penalty: 4440.042969
	Iteration 19Q: 3 clusters Score -932326.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -932414.250000 Penalty: 4440.042969
	Iteration 20F: 3 clusters Score -932414.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -932498.625000 Penalty: 4440.042969
	Iteration 21Q: 3 clusters Score -932498.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -932578.312500 Penalty: 4440.042969
	Iteration 22Q: 3 clusters Score -932578.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -932639.437500 Penalty: 4440.042969
	Iteration 23Q: 3 clusters Score -932639.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -932700.062500 Penalty: 4440.042969
	Iteration 24Q: 3 clusters Score -932700.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -932758.687500 Penalty: 4440.042969
	Iteration 25Q: 3 clusters Score -932758.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -932810.562500 Penalty: 4440.042969
	Iteration 26Q: 3 clusters Score -932810.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -932872.250000 Penalty: 4440.042969
	Iteration 27Q: 3 clusters Score -932872.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -932922.500000 Penalty: 4440.042969
	Iteration 28Q: 3 clusters Score -932922.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -932970.187500 Penalty: 4440.042969
	Iteration 29Q: 3 clusters Score -932970.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -933022.937500 Penalty: 4440.042969
	Iteration 30Q: 3 clusters Score -933022.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -933082.562500 Penalty: 4440.042969
	Iteration 31Q: 3 clusters Score -933082.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -933142.437500 Penalty: 4440.042969
	Iteration 32Q: 3 clusters Score -933142.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -933194.750000 Penalty: 4440.042969
	Iteration 33Q: 3 clusters Score -933194.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -933250.937500 Penalty: 4440.042969
	Iteration 34Q: 3 clusters Score -933250.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -933318.250000 Penalty: 4440.042969
	Iteration 35Q: 3 clusters Score -933318.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -933380.500000 Penalty: 4440.042969
	Iteration 36Q: 3 clusters Score -933380.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -933440.562500 Penalty: 4440.042969
	Iteration 37Q: 3 clusters Score -933440.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -933509.500000 Penalty: 4440.042969
	Iteration 38Q: 3 clusters Score -933509.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -933555.250000 Penalty: 4440.042969
	Iteration 39Q: 3 clusters Score -933555.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -933593.687500 Penalty: 4440.042969
	Iteration 40F: 3 clusters Score -933593.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -933629.187500 Penalty: 4440.042969
	Iteration 41Q: 3 clusters Score -933629.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -933655.500000 Penalty: 4440.042969
	Iteration 42Q: 3 clusters Score -933655.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -933681.812500 Penalty: 4440.042969
	Iteration 43Q: 3 clusters Score -933681.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -933694.937500 Penalty: 4440.042969
	Iteration 44Q: 3 clusters Score -933694.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -933703.750000 Penalty: 4440.042969
	Iteration 45Q: 3 clusters Score -933703.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -933711.187500 Penalty: 4440.042969
	Iteration 46Q: 3 clusters Score -933711.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -933717.875000 Penalty: 4440.042969
	Iteration 47Q: 3 clusters Score -933717.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -933722.500000 Penalty: 4440.042969
	Iteration 48Q: 3 clusters Score -933722.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -933724.812500 Penalty: 4440.042969
	Iteration 49Q: 3 clusters Score -933724.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -933726.875000 Penalty: 4440.042969
	Iteration 50Q: 3 clusters Score -933726.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -933732.437500 Penalty: 4440.042969
	Iteration 51Q: 3 clusters Score -933732.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -933733.875000 Penalty: 4440.042969
	Iteration 52Q: 3 clusters Score -933733.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -933735.500000 Penalty: 4440.042969
	Iteration 53Q: 3 clusters Score -933735.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -933735.437500 Penalty: 4440.042969
	Iteration 54Q: 3 clusters Score -933735.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -933736.812500 Penalty: 4440.042969
	Iteration 55Q: 3 clusters Score -933736.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -933738.062500 Penalty: 4440.042969
	Iteration 56Q: 3 clusters Score -933738.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -933739.562500 Penalty: 4440.042969
	Iteration 57Q: 3 clusters Score -933739.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -933739.000000 Penalty: 4440.042969
	Iteration 58Q: 3 clusters Score -933739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -933741.062500 Penalty: 4440.042969
	Iteration 59Q: 3 clusters Score -933741.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -933741.312500 Penalty: 4440.042969
	Iteration 60F: 3 clusters Score -933741.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -933745.000000 Penalty: 4440.042969
	Iteration 61Q: 3 clusters Score -933745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -933743.500000 Penalty: 4440.042969
	Iteration 62Q: 3 clusters Score -933743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -933744.562500 Penalty: 4440.042969
	Iteration 63Q: 3 clusters Score -933744.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -933746.000000 Penalty: 4440.042969
	Iteration 64Q: 3 clusters Score -933746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -933746.000000 Penalty: 4440.042969
	Iteration 65F: 3 clusters Score -933746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -23481.357422 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -23481.36 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 94 members 
Entering Unmasked Estep 
Score: -22413.390625 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -22413.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -22513.716797 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -22513.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -22549.029297 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -22549.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22573.703125 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -22573.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22573.703125 Penalty: 2670.709717
	Iteration 4F: 3 clusters Score -22573.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128439 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2975 members 
Mstep: Class 5 contains 46921 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21172 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 10706 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96950 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25289 members 
Mstep: Class 30 contains 808 members 
Mstep: Class 31 contains 5581 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73844952.000000 Penalty: 118472.648438
Iteration 119Q: 37 clusters Score -7.384495e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128437 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46919 members 
Mstep: Class 6 contains 9958 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21172 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 587 members 
Mstep: Class 21 contains 10706 members 
Mstep: Class 22 contains 19172 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96952 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25289 members 
Mstep: Class 30 contains 801 members 
Mstep: Class 31 contains 5582 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 209 members 
Mstep: Class 36 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845040.000000 Penalty: 118472.648438
Iteration 120F: 37 clusters Score -7.384504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9958 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21172 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 10707 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 798 members 
Mstep: Class 31 contains 5579 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 205 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845080.000000 Penalty: 118472.648438
Iteration 121Q: 37 clusters Score -7.384508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9958 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 598 members 
Mstep: Class 21 contains 10708 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 796 members 
Mstep: Class 31 contains 5579 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 204 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845080.000000 Penalty: 118472.648438
Iteration 122Q: 37 clusters Score -7.384508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9958 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 795 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 202 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845072.000000 Penalty: 118472.648438
Iteration 123Q: 37 clusters Score -7.384507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9958 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1423 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 795 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 199 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845056.000000 Penalty: 118472.648438
Iteration 124Q: 37 clusters Score -7.384506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9958 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 794 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 195 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845064.000000 Penalty: 118472.648438
Iteration 125Q: 37 clusters Score -7.384506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 793 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 192 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845064.000000 Penalty: 118472.648438
Iteration 126Q: 37 clusters Score -7.384506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 793 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 187 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845064.000000 Penalty: 118472.648438
Iteration 127Q: 37 clusters Score -7.384506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 793 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 186 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845064.000000 Penalty: 118472.648438
Iteration 128Q: 37 clusters Score -7.384506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 793 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 185 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845048.000000 Penalty: 118472.648438
Iteration 129Q: 37 clusters Score -7.384505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 793 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 185 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845048.000000 Penalty: 118472.648438
Iteration 130F: 37 clusters Score -7.384505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 793 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 183 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845048.000000 Penalty: 118472.648438
Iteration 131Q: 37 clusters Score -7.384505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 622 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 793 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 182 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845040.000000 Penalty: 118472.648438
Iteration 132Q: 37 clusters Score -7.384504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 793 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 180 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845032.000000 Penalty: 118472.648438
Iteration 133Q: 37 clusters Score -7.384503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 625 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 793 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 179 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845048.000000 Penalty: 118472.648438
Iteration 134Q: 37 clusters Score -7.384505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 792 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 179 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845096.000000 Penalty: 118472.648438
Iteration 135Q: 37 clusters Score -7.38451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 628 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 792 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 177 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845096.000000 Penalty: 118472.648438
Iteration 136Q: 37 clusters Score -7.38451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 630 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 792 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 175 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845112.000000 Penalty: 118472.648438
Iteration 137Q: 37 clusters Score -7.384511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 633 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 792 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 172 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845152.000000 Penalty: 118472.648438
Iteration 138Q: 37 clusters Score -7.384515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 791 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845136.000000 Penalty: 118472.648438
Iteration 139Q: 37 clusters Score -7.384514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 789 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845144.000000 Penalty: 118472.648438
Iteration 140F: 37 clusters Score -7.384514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 638 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 788 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845144.000000 Penalty: 118472.648438
Iteration 141Q: 37 clusters Score -7.384514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1425 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 639 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 787 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845144.000000 Penalty: 118472.648438
Iteration 142Q: 37 clusters Score -7.384514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 640 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 785 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845144.000000 Penalty: 118472.648438
Iteration 143Q: 37 clusters Score -7.384514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 641 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 784 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845144.000000 Penalty: 118472.648438
Iteration 144Q: 37 clusters Score -7.384514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 782 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845136.000000 Penalty: 118472.648438
Iteration 145Q: 37 clusters Score -7.384514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 646 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 781 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 169 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845136.000000 Penalty: 118472.648438
Iteration 146Q: 37 clusters Score -7.384514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 651 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 779 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845160.000000 Penalty: 118472.648438
Iteration 147Q: 37 clusters Score -7.384516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 664 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 771 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 161 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845248.000000 Penalty: 118472.648438
Iteration 148Q: 37 clusters Score -7.384525e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 758 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 155 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845392.000000 Penalty: 118472.648438
Iteration 149Q: 37 clusters Score -7.384539e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 744 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 153 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845536.000000 Penalty: 118472.648438
Iteration 150Q: 37 clusters Score -7.384554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 734 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 153 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845752.000000 Penalty: 118472.648438
Iteration 151Q: 37 clusters Score -7.384575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 714 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 729 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 153 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845752.000000 Penalty: 118472.648438
Iteration 152Q: 37 clusters Score -7.384575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 714 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 725 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 156 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845768.000000 Penalty: 118472.648438
Iteration 153Q: 37 clusters Score -7.384577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 714 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 724 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845760.000000 Penalty: 118472.648438
Iteration 154Q: 37 clusters Score -7.384576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 714 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 724 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73845760.000000 Penalty: 118472.648438
Iteration 155F: 37 clusters Score -7.384576e+07 nChanged 0
Entering ConstructFrom: 
Score: -73845760.000000 Penalty: 118472.648438
Entering ConstructFrom: 
Trying to split cluster 1 (4718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Entering Unmasked Estep 
Score: -619378.187500 Penalty: 2097.866699
	Iteration 0F: 2 clusters Score -619378.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -615055.500000 Penalty: 4195.733398
	Iteration 0F: 3 clusters Score -615055.5 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -616134.062500 Penalty: 4195.733398
	Iteration 1F: 3 clusters Score -616134.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -616383.437500 Penalty: 4195.733398
	Iteration 2F: 3 clusters Score -616383.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -616561.500000 Penalty: 4195.733398
	Iteration 3F: 3 clusters Score -616561.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -616713.125000 Penalty: 4195.733398
	Iteration 4Q: 3 clusters Score -616713.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -616863.750000 Penalty: 4195.733398
	Iteration 5Q: 3 clusters Score -616863.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -617010.625000 Penalty: 4195.733398
	Iteration 6Q: 3 clusters Score -617010.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -617155.687500 Penalty: 4195.733398
	Iteration 7Q: 3 clusters Score -617155.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -617289.250000 Penalty: 4195.733398
	Iteration 8Q: 3 clusters Score -617289.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -617397.750000 Penalty: 4195.733398
	Iteration 9Q: 3 clusters Score -617397.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -617484.375000 Penalty: 4195.733398
	Iteration 10Q: 3 clusters Score -617484.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -617552.250000 Penalty: 4195.733398
	Iteration 11Q: 3 clusters Score -617552.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -617597.437500 Penalty: 4195.733398
	Iteration 12Q: 3 clusters Score -617597.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -617647.312500 Penalty: 4195.733398
	Iteration 13Q: 3 clusters Score -617647.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -617684.062500 Penalty: 4195.733398
	Iteration 14Q: 3 clusters Score -617684.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -617715.250000 Penalty: 4195.733398
	Iteration 15Q: 3 clusters Score -617715.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -617734.375000 Penalty: 4195.733398
	Iteration 16Q: 3 clusters Score -617734.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -617749.937500 Penalty: 4195.733398
	Iteration 17Q: 3 clusters Score -617749.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -617757.500000 Penalty: 4195.733398
	Iteration 18Q: 3 clusters Score -617757.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -617762.875000 Penalty: 4195.733398
	Iteration 19Q: 3 clusters Score -617762.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -617772.250000 Penalty: 4195.733398
	Iteration 20F: 3 clusters Score -617772.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -617779.125000 Penalty: 4195.733398
	Iteration 21Q: 3 clusters Score -617779.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -617782.187500 Penalty: 4195.733398
	Iteration 22Q: 3 clusters Score -617782.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -617786.562500 Penalty: 4195.733398
	Iteration 23Q: 3 clusters Score -617786.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -617789.937500 Penalty: 4195.733398
	Iteration 24Q: 3 clusters Score -617789.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -617791.687500 Penalty: 4195.733398
	Iteration 25Q: 3 clusters Score -617791.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -617794.125000 Penalty: 4195.733398
	Iteration 26Q: 3 clusters Score -617794.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -617796.625000 Penalty: 4195.733398
	Iteration 27Q: 3 clusters Score -617796.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -617798.437500 Penalty: 4195.733398
	Iteration 28Q: 3 clusters Score -617798.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -617800.937500 Penalty: 4195.733398
	Iteration 29Q: 3 clusters Score -617800.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -617801.187500 Penalty: 4195.733398
	Iteration 30Q: 3 clusters Score -617801.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -617802.812500 Penalty: 4195.733398
	Iteration 31Q: 3 clusters Score -617802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -617805.875000 Penalty: 4195.733398
	Iteration 32Q: 3 clusters Score -617805.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -617806.812500 Penalty: 4195.733398
	Iteration 33Q: 3 clusters Score -617806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -617806.000000 Penalty: 4195.733398
	Iteration 34Q: 3 clusters Score -617806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -617806.625000 Penalty: 4195.733398
	Iteration 35Q: 3 clusters Score -617806.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -617806.625000 Penalty: 4195.733398
	Iteration 36F: 3 clusters Score -617806.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (128438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128438 members 
Entering Unmasked Estep 
Score: -16901358.000000 Penalty: 2917.273926
	Iteration 0F: 2 clusters Score -1.690136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63832 members 
Mstep: Class 2 contains 64606 members 
Entering Unmasked Estep 
Score: -16815670.000000 Penalty: 5834.547852
	Iteration 0F: 3 clusters Score -1.681567e+07 nChanged 61058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 70112 members 
Entering Unmasked Estep 
Score: -16850988.000000 Penalty: 5834.547852
	Iteration 1F: 3 clusters Score -1.685099e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -16852744.000000 Penalty: 5834.547852
	Iteration 2Q: 3 clusters Score -1.685274e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 79507 members 
Entering Unmasked Estep 
Score: -16855998.000000 Penalty: 5834.547852
	Iteration 3F: 3 clusters Score -1.6856e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 87814 members 
Entering Unmasked Estep 
Score: -16861768.000000 Penalty: 5834.547852
	Iteration 4F: 3 clusters Score -1.686177e+07 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 98700 members 
Entering Unmasked Estep 
Score: -16871286.000000 Penalty: 5834.547852
	Iteration 5F: 3 clusters Score -1.687129e+07 nChanged 11655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 110167 members 
Entering Unmasked Estep 
Score: -16882510.000000 Penalty: 5834.547852
	Iteration 6F: 3 clusters Score -1.688251e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 118901 members 
Entering Unmasked Estep 
Score: -16891354.000000 Penalty: 5834.547852
	Iteration 7F: 3 clusters Score -1.689135e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 123550 members 
Entering Unmasked Estep 
Score: -16896034.000000 Penalty: 5834.547852
	Iteration 8Q: 3 clusters Score -1.689603e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 125463 members 
Entering Unmasked Estep 
Score: -16897900.000000 Penalty: 5834.547852
	Iteration 9Q: 3 clusters Score -1.68979e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 126163 members 
Entering Unmasked Estep 
Score: -16898632.000000 Penalty: 5834.547852
	Iteration 10Q: 3 clusters Score -1.689863e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 126436 members 
Entering Unmasked Estep 
Score: -16898934.000000 Penalty: 5834.547852
	Iteration 11Q: 3 clusters Score -1.689893e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 126584 members 
Entering Unmasked Estep 
Score: -16899110.000000 Penalty: 5834.547852
	Iteration 12Q: 3 clusters Score -1.689911e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 126687 members 
Entering Unmasked Estep 
Score: -16899272.000000 Penalty: 5834.547852
	Iteration 13Q: 3 clusters Score -1.689927e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 126734 members 
Entering Unmasked Estep 
Score: -16899346.000000 Penalty: 5834.547852
	Iteration 14Q: 3 clusters Score -1.689935e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 126766 members 
Entering Unmasked Estep 
Score: -16899376.000000 Penalty: 5834.547852
	Iteration 15Q: 3 clusters Score -1.689938e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 126771 members 
Entering Unmasked Estep 
Score: -16899390.000000 Penalty: 5834.547852
	Iteration 16Q: 3 clusters Score -1.689939e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 126781 members 
Entering Unmasked Estep 
Score: -16899410.000000 Penalty: 5834.547852
	Iteration 17Q: 3 clusters Score -1.689941e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 126787 members 
Entering Unmasked Estep 
Score: -16899430.000000 Penalty: 5834.547852
	Iteration 18Q: 3 clusters Score -1.689943e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 126789 members 
Entering Unmasked Estep 
Score: -16899448.000000 Penalty: 5834.547852
	Iteration 19Q: 3 clusters Score -1.689945e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 126786 members 
Entering Unmasked Estep 
Score: -16899472.000000 Penalty: 5834.547852
	Iteration 20F: 3 clusters Score -1.689947e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 126785 members 
Entering Unmasked Estep 
Score: -16899482.000000 Penalty: 5834.547852
	Iteration 21Q: 3 clusters Score -1.689948e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 126777 members 
Entering Unmasked Estep 
Score: -16899480.000000 Penalty: 5834.547852
	Iteration 22Q: 3 clusters Score -1.689948e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 126779 members 
Entering Unmasked Estep 
Score: -16899488.000000 Penalty: 5834.547852
	Iteration 23Q: 3 clusters Score -1.689949e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 126778 members 
Entering Unmasked Estep 
Score: -16899502.000000 Penalty: 5834.547852
	Iteration 24Q: 3 clusters Score -1.68995e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 126778 members 
Entering Unmasked Estep 
Score: -16899518.000000 Penalty: 5834.547852
	Iteration 25Q: 3 clusters Score -1.689952e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 126783 members 
Entering Unmasked Estep 
Score: -16899524.000000 Penalty: 5834.547852
	Iteration 26Q: 3 clusters Score -1.689952e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 126794 members 
Entering Unmasked Estep 
Score: -16899540.000000 Penalty: 5834.547852
	Iteration 27Q: 3 clusters Score -1.689954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 126806 members 
Entering Unmasked Estep 
Score: -16899538.000000 Penalty: 5834.547852
	Iteration 28Q: 3 clusters Score -1.689954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 126817 members 
Entering Unmasked Estep 
Score: -16899536.000000 Penalty: 5834.547852
	Iteration 29Q: 3 clusters Score -1.689954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 126824 members 
Entering Unmasked Estep 
Score: -16899540.000000 Penalty: 5834.547852
	Iteration 30Q: 3 clusters Score -1.689954e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 126836 members 
Entering Unmasked Estep 
Score: -16899538.000000 Penalty: 5834.547852
	Iteration 31Q: 3 clusters Score -1.689954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 126838 members 
Entering Unmasked Estep 
Score: -16899552.000000 Penalty: 5834.547852
	Iteration 32Q: 3 clusters Score -1.689955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 126844 members 
Entering Unmasked Estep 
Score: -16899554.000000 Penalty: 5834.547852
	Iteration 33Q: 3 clusters Score -1.689955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 126844 members 
Entering Unmasked Estep 
Score: -16899556.000000 Penalty: 5834.547852
	Iteration 34Q: 3 clusters Score -1.689956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 126847 members 
Entering Unmasked Estep 
Score: -16899580.000000 Penalty: 5834.547852
	Iteration 35Q: 3 clusters Score -1.689958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 126855 members 
Entering Unmasked Estep 
Score: -16899564.000000 Penalty: 5834.547852
	Iteration 36Q: 3 clusters Score -1.689956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 126856 members 
Entering Unmasked Estep 
Score: -16899566.000000 Penalty: 5834.547852
	Iteration 37Q: 3 clusters Score -1.689957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 126863 members 
Entering Unmasked Estep 
Score: -16899574.000000 Penalty: 5834.547852
	Iteration 38Q: 3 clusters Score -1.689957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 126867 members 
Entering Unmasked Estep 
Score: -16899566.000000 Penalty: 5834.547852
	Iteration 39Q: 3 clusters Score -1.689957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 126872 members 
Entering Unmasked Estep 
Score: -16899564.000000 Penalty: 5834.547852
	Iteration 40F: 3 clusters Score -1.689956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 126874 members 
Entering Unmasked Estep 
Score: -16899568.000000 Penalty: 5834.547852
	Iteration 41Q: 3 clusters Score -1.689957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 126877 members 
Entering Unmasked Estep 
Score: -16899572.000000 Penalty: 5834.547852
	Iteration 42Q: 3 clusters Score -1.689957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 126877 members 
Entering Unmasked Estep 
Score: -16899570.000000 Penalty: 5834.547852
	Iteration 43Q: 3 clusters Score -1.689957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 126878 members 
Entering Unmasked Estep 
Score: -16899572.000000 Penalty: 5834.547852
	Iteration 44Q: 3 clusters Score -1.689957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 126877 members 
Entering Unmasked Estep 
Score: -16899572.000000 Penalty: 5834.547852
	Iteration 45Q: 3 clusters Score -1.689957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 126877 members 
Entering Unmasked Estep 
Score: -16899588.000000 Penalty: 5834.547852
	Iteration 46Q: 3 clusters Score -1.689959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 126873 members 
Entering Unmasked Estep 
Score: -16899596.000000 Penalty: 5834.547852
	Iteration 47Q: 3 clusters Score -1.68996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 126869 members 
Entering Unmasked Estep 
Score: -16899598.000000 Penalty: 5834.547852
	Iteration 48Q: 3 clusters Score -1.68996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 126869 members 
Entering Unmasked Estep 
Score: -16899608.000000 Penalty: 5834.547852
	Iteration 49Q: 3 clusters Score -1.689961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 126869 members 
Entering Unmasked Estep 
Score: -16899610.000000 Penalty: 5834.547852
	Iteration 50Q: 3 clusters Score -1.689961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 126871 members 
Entering Unmasked Estep 
Score: -16899618.000000 Penalty: 5834.547852
	Iteration 51Q: 3 clusters Score -1.689962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 126867 members 
Entering Unmasked Estep 
Score: -16899610.000000 Penalty: 5834.547852
	Iteration 52Q: 3 clusters Score -1.689961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 126862 members 
Entering Unmasked Estep 
Score: -16899616.000000 Penalty: 5834.547852
	Iteration 53Q: 3 clusters Score -1.689962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 126860 members 
Entering Unmasked Estep 
Score: -16899610.000000 Penalty: 5834.547852
	Iteration 54Q: 3 clusters Score -1.689961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 126860 members 
Entering Unmasked Estep 
Score: -16899602.000000 Penalty: 5834.547852
	Iteration 55Q: 3 clusters Score -1.68996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 126860 members 
Entering Unmasked Estep 
Score: -16899606.000000 Penalty: 5834.547852
	Iteration 56Q: 3 clusters Score -1.689961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 126859 members 
Entering Unmasked Estep 
Score: -16899604.000000 Penalty: 5834.547852
	Iteration 57Q: 3 clusters Score -1.68996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 126858 members 
Entering Unmasked Estep 
Score: -16899610.000000 Penalty: 5834.547852
	Iteration 58Q: 3 clusters Score -1.689961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 126857 members 
Entering Unmasked Estep 
Score: -16899618.000000 Penalty: 5834.547852
	Iteration 59Q: 3 clusters Score -1.689962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 126855 members 
Entering Unmasked Estep 
Score: -16899610.000000 Penalty: 5834.547852
	Iteration 60F: 3 clusters Score -1.689961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Entering Unmasked Estep 
Score: -3547555.000000 Penalty: 2526.696045
	Iteration 0F: 2 clusters Score -3547555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -3529252.250000 Penalty: 5053.392090
	Iteration 0F: 3 clusters Score -3529252 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3535640.500000 Penalty: 5053.392090
	Iteration 1F: 3 clusters Score -3535640 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3536239.500000 Penalty: 5053.392090
	Iteration 2F: 3 clusters Score -3536240 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -3536860.250000 Penalty: 5053.392090
	Iteration 3F: 3 clusters Score -3536860 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3537507.750000 Penalty: 5053.392090
	Iteration 4Q: 3 clusters Score -3537508 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3538224.500000 Penalty: 5053.392090
	Iteration 5F: 3 clusters Score -3538224 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3539006.500000 Penalty: 5053.392090
	Iteration 6F: 3 clusters Score -3539006 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3539824.750000 Penalty: 5053.392090
	Iteration 7F: 3 clusters Score -3539825 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3540695.750000 Penalty: 5053.392090
	Iteration 8F: 3 clusters Score -3540696 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3541452.500000 Penalty: 5053.392090
	Iteration 9F: 3 clusters Score -3541452 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -3542099.750000 Penalty: 5053.392090
	Iteration 10Q: 3 clusters Score -3542100 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -3542583.500000 Penalty: 5053.392090
	Iteration 11Q: 3 clusters Score -3542584 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -3542928.500000 Penalty: 5053.392090
	Iteration 12Q: 3 clusters Score -3542928 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -3543158.750000 Penalty: 5053.392090
	Iteration 13Q: 3 clusters Score -3543159 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3543382.750000 Penalty: 5053.392090
	Iteration 14Q: 3 clusters Score -3543383 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -3543518.750000 Penalty: 5053.392090
	Iteration 15Q: 3 clusters Score -3543519 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3543636.500000 Penalty: 5053.392090
	Iteration 16Q: 3 clusters Score -3543636 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -3543732.500000 Penalty: 5053.392090
	Iteration 17Q: 3 clusters Score -3543732 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3543819.000000 Penalty: 5053.392090
	Iteration 18Q: 3 clusters Score -3543819 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3543905.750000 Penalty: 5053.392090
	Iteration 19Q: 3 clusters Score -3543906 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3543969.250000 Penalty: 5053.392090
	Iteration 20F: 3 clusters Score -3543969 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3544032.000000 Penalty: 5053.392090
	Iteration 21Q: 3 clusters Score -3544032 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -3544074.250000 Penalty: 5053.392090
	Iteration 22Q: 3 clusters Score -3544074 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -3544135.500000 Penalty: 5053.392090
	Iteration 23Q: 3 clusters Score -3544136 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3544194.750000 Penalty: 5053.392090
	Iteration 24Q: 3 clusters Score -3544195 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -3544238.750000 Penalty: 5053.392090
	Iteration 25Q: 3 clusters Score -3544239 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -3544264.750000 Penalty: 5053.392090
	Iteration 26Q: 3 clusters Score -3544265 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -3544317.000000 Penalty: 5053.392090
	Iteration 27Q: 3 clusters Score -3544317 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -3544360.750000 Penalty: 5053.392090
	Iteration 28Q: 3 clusters Score -3544361 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -3544387.250000 Penalty: 5053.392090
	Iteration 29Q: 3 clusters Score -3544387 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -3544443.250000 Penalty: 5053.392090
	Iteration 30Q: 3 clusters Score -3544443 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -3544473.500000 Penalty: 5053.392090
	Iteration 31Q: 3 clusters Score -3544474 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -3544516.750000 Penalty: 5053.392090
	Iteration 32Q: 3 clusters Score -3544517 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -3544544.750000 Penalty: 5053.392090
	Iteration 33Q: 3 clusters Score -3544545 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -3544575.750000 Penalty: 5053.392090
	Iteration 34Q: 3 clusters Score -3544576 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -3544623.750000 Penalty: 5053.392090
	Iteration 35Q: 3 clusters Score -3544624 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3544668.750000 Penalty: 5053.392090
	Iteration 36Q: 3 clusters Score -3544669 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -3544720.500000 Penalty: 5053.392090
	Iteration 37Q: 3 clusters Score -3544720 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3544770.000000 Penalty: 5053.392090
	Iteration 38Q: 3 clusters Score -3544770 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -3544815.500000 Penalty: 5053.392090
	Iteration 39Q: 3 clusters Score -3544816 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -3544883.000000 Penalty: 5053.392090
	Iteration 40F: 3 clusters Score -3544883 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -3544926.000000 Penalty: 5053.392090
	Iteration 41Q: 3 clusters Score -3544926 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -3544975.750000 Penalty: 5053.392090
	Iteration 42Q: 3 clusters Score -3544976 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3545006.750000 Penalty: 5053.392090
	Iteration 43Q: 3 clusters Score -3545007 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3545057.250000 Penalty: 5053.392090
	Iteration 44Q: 3 clusters Score -3545057 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -3545095.500000 Penalty: 5053.392090
	Iteration 45Q: 3 clusters Score -3545096 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3545140.750000 Penalty: 5053.392090
	Iteration 46Q: 3 clusters Score -3545141 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -3545184.500000 Penalty: 5053.392090
	Iteration 47Q: 3 clusters Score -3545184 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -3545217.000000 Penalty: 5053.392090
	Iteration 48Q: 3 clusters Score -3545217 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3545274.500000 Penalty: 5053.392090
	Iteration 49Q: 3 clusters Score -3545274 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3545311.750000 Penalty: 5053.392090
	Iteration 50Q: 3 clusters Score -3545312 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -3545347.000000 Penalty: 5053.392090
	Iteration 51Q: 3 clusters Score -3545347 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -3545372.000000 Penalty: 5053.392090
	Iteration 52Q: 3 clusters Score -3545372 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3545395.250000 Penalty: 5053.392090
	Iteration 53Q: 3 clusters Score -3545395 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -3545402.500000 Penalty: 5053.392090
	Iteration 54Q: 3 clusters Score -3545402 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3545422.750000 Penalty: 5053.392090
	Iteration 55Q: 3 clusters Score -3545423 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -3545444.250000 Penalty: 5053.392090
	Iteration 56Q: 3 clusters Score -3545444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3545454.000000 Penalty: 5053.392090
	Iteration 57Q: 3 clusters Score -3545454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -3545478.250000 Penalty: 5053.392090
	Iteration 58Q: 3 clusters Score -3545478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3545486.000000 Penalty: 5053.392090
	Iteration 59Q: 3 clusters Score -3545486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -3545498.000000 Penalty: 5053.392090
	Iteration 60F: 3 clusters Score -3545498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -3545513.750000 Penalty: 5053.392090
	Iteration 61Q: 3 clusters Score -3545514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3545521.500000 Penalty: 5053.392090
	Iteration 62Q: 3 clusters Score -3545522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -3545542.000000 Penalty: 5053.392090
	Iteration 63Q: 3 clusters Score -3545542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3545547.750000 Penalty: 5053.392090
	Iteration 64Q: 3 clusters Score -3545548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -3545546.000000 Penalty: 5053.392090
	Iteration 65Q: 3 clusters Score -3545546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3545548.500000 Penalty: 5053.392090
	Iteration 66Q: 3 clusters Score -3545548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -3545541.250000 Penalty: 5053.392090
	Iteration 67Q: 3 clusters Score -3545541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -3545543.750000 Penalty: 5053.392090
	Iteration 68Q: 3 clusters Score -3545544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3545546.750000 Penalty: 5053.392090
	Iteration 69Q: 3 clusters Score -3545547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -3545548.250000 Penalty: 5053.392090
	Iteration 70Q: 3 clusters Score -3545548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -3545545.500000 Penalty: 5053.392090
	Iteration 71Q: 3 clusters Score -3545546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -3545548.250000 Penalty: 5053.392090
	Iteration 72Q: 3 clusters Score -3545548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3545551.500000 Penalty: 5053.392090
	Iteration 73Q: 3 clusters Score -3545552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3545551.500000 Penalty: 5053.392090
	Iteration 74F: 3 clusters Score -3545552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Entering Unmasked Estep 
Score: -366252.468750 Penalty: 1983.420410
	Iteration 0F: 2 clusters Score -366252.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -363069.468750 Penalty: 3966.840820
	Iteration 0F: 3 clusters Score -363069.5 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -363727.937500 Penalty: 3966.840820
	Iteration 1F: 3 clusters Score -363727.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -363882.187500 Penalty: 3966.840820
	Iteration 2F: 3 clusters Score -363882.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -363958.750000 Penalty: 3966.840820
	Iteration 3Q: 3 clusters Score -363958.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -364033.156250 Penalty: 3966.840820
	Iteration 4Q: 3 clusters Score -364033.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -364101.031250 Penalty: 3966.840820
	Iteration 5Q: 3 clusters Score -364101 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -364167.062500 Penalty: 3966.840820
	Iteration 6Q: 3 clusters Score -364167.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -364231.406250 Penalty: 3966.840820
	Iteration 7Q: 3 clusters Score -364231.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -364310.062500 Penalty: 3966.840820
	Iteration 8Q: 3 clusters Score -364310.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -364423.875000 Penalty: 3966.840820
	Iteration 9Q: 3 clusters Score -364423.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -364581.468750 Penalty: 3966.840820
	Iteration 10Q: 3 clusters Score -364581.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -364754.937500 Penalty: 3966.840820
	Iteration 11Q: 3 clusters Score -364754.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -364942.375000 Penalty: 3966.840820
	Iteration 12Q: 3 clusters Score -364942.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -365093.062500 Penalty: 3966.840820
	Iteration 13Q: 3 clusters Score -365093.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -365243.843750 Penalty: 3966.840820
	Iteration 14Q: 3 clusters Score -365243.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -365350.500000 Penalty: 3966.840820
	Iteration 15Q: 3 clusters Score -365350.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -365426.062500 Penalty: 3966.840820
	Iteration 16Q: 3 clusters Score -365426.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -365474.625000 Penalty: 3966.840820
	Iteration 17Q: 3 clusters Score -365474.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -365506.312500 Penalty: 3966.840820
	Iteration 18Q: 3 clusters Score -365506.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -365528.343750 Penalty: 3966.840820
	Iteration 19Q: 3 clusters Score -365528.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -365559.437500 Penalty: 3966.840820
	Iteration 20F: 3 clusters Score -365559.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -365586.406250 Penalty: 3966.840820
	Iteration 21Q: 3 clusters Score -365586.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -365605.500000 Penalty: 3966.840820
	Iteration 22Q: 3 clusters Score -365605.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -365614.687500 Penalty: 3966.840820
	Iteration 23Q: 3 clusters Score -365614.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -365621.906250 Penalty: 3966.840820
	Iteration 24Q: 3 clusters Score -365621.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -365627.750000 Penalty: 3966.840820
	Iteration 25Q: 3 clusters Score -365627.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -365634.343750 Penalty: 3966.840820
	Iteration 26Q: 3 clusters Score -365634.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -365639.437500 Penalty: 3966.840820
	Iteration 27Q: 3 clusters Score -365639.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -365644.125000 Penalty: 3966.840820
	Iteration 28Q: 3 clusters Score -365644.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -365649.250000 Penalty: 3966.840820
	Iteration 29Q: 3 clusters Score -365649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -365656.343750 Penalty: 3966.840820
	Iteration 30Q: 3 clusters Score -365656.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -365659.156250 Penalty: 3966.840820
	Iteration 31Q: 3 clusters Score -365659.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -365662.125000 Penalty: 3966.840820
	Iteration 32Q: 3 clusters Score -365662.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -365663.687500 Penalty: 3966.840820
	Iteration 33Q: 3 clusters Score -365663.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -365664.437500 Penalty: 3966.840820
	Iteration 34Q: 3 clusters Score -365664.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -365664.437500 Penalty: 3966.840820
	Iteration 35F: 3 clusters Score -365664.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Entering Unmasked Estep 
Score: -6139526.000000 Penalty: 2667.537354
	Iteration 0F: 2 clusters Score -6139526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -6107848.000000 Penalty: 5335.074707
	Iteration 0F: 3 clusters Score -6107848 nChanged 21605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -6119696.500000 Penalty: 5335.074707
	Iteration 1F: 3 clusters Score -6119696 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -6120273.000000 Penalty: 5335.074707
	Iteration 2Q: 3 clusters Score -6120273 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -6120788.500000 Penalty: 5335.074707
	Iteration 3Q: 3 clusters Score -6120788 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -6121370.000000 Penalty: 5335.074707
	Iteration 4Q: 3 clusters Score -6121370 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -6122116.000000 Penalty: 5335.074707
	Iteration 5Q: 3 clusters Score -6122116 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -6123086.000000 Penalty: 5335.074707
	Iteration 6Q: 3 clusters Score -6123086 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -6124350.000000 Penalty: 5335.074707
	Iteration 7Q: 3 clusters Score -6124350 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -6125750.000000 Penalty: 5335.074707
	Iteration 8F: 3 clusters Score -6125750 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -6127283.500000 Penalty: 5335.074707
	Iteration 9F: 3 clusters Score -6127284 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -6128693.000000 Penalty: 5335.074707
	Iteration 10F: 3 clusters Score -6128693 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -6130026.000000 Penalty: 5335.074707
	Iteration 11F: 3 clusters Score -6130026 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -6131365.000000 Penalty: 5335.074707
	Iteration 12Q: 3 clusters Score -6131365 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -6132840.000000 Penalty: 5335.074707
	Iteration 13Q: 3 clusters Score -6132840 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -6134084.000000 Penalty: 5335.074707
	Iteration 14Q: 3 clusters Score -6134084 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -6135032.000000 Penalty: 5335.074707
	Iteration 15Q: 3 clusters Score -6135032 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -6135636.000000 Penalty: 5335.074707
	Iteration 16Q: 3 clusters Score -6135636 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -6136104.500000 Penalty: 5335.074707
	Iteration 17Q: 3 clusters Score -6136104 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -6136521.500000 Penalty: 5335.074707
	Iteration 18Q: 3 clusters Score -6136522 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -6136854.000000 Penalty: 5335.074707
	Iteration 19Q: 3 clusters Score -6136854 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -6137123.500000 Penalty: 5335.074707
	Iteration 20F: 3 clusters Score -6137124 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -6137332.000000 Penalty: 5335.074707
	Iteration 21Q: 3 clusters Score -6137332 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -6137470.000000 Penalty: 5335.074707
	Iteration 22Q: 3 clusters Score -6137470 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -6137590.000000 Penalty: 5335.074707
	Iteration 23Q: 3 clusters Score -6137590 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -6137664.500000 Penalty: 5335.074707
	Iteration 24Q: 3 clusters Score -6137664 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -6137735.500000 Penalty: 5335.074707
	Iteration 25Q: 3 clusters Score -6137736 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -6137757.500000 Penalty: 5335.074707
	Iteration 26Q: 3 clusters Score -6137758 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -6137778.000000 Penalty: 5335.074707
	Iteration 27Q: 3 clusters Score -6137778 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -6137784.500000 Penalty: 5335.074707
	Iteration 28Q: 3 clusters Score -6137784 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -6137824.000000 Penalty: 5335.074707
	Iteration 29Q: 3 clusters Score -6137824 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -6137837.500000 Penalty: 5335.074707
	Iteration 30Q: 3 clusters Score -6137838 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -6137849.500000 Penalty: 5335.074707
	Iteration 31Q: 3 clusters Score -6137850 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -6137865.500000 Penalty: 5335.074707
	Iteration 32Q: 3 clusters Score -6137866 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -6137858.500000 Penalty: 5335.074707
	Iteration 33Q: 3 clusters Score -6137858 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -6137878.000000 Penalty: 5335.074707
	Iteration 34Q: 3 clusters Score -6137878 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -6137863.000000 Penalty: 5335.074707
	Iteration 35Q: 3 clusters Score -6137863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -6137881.000000 Penalty: 5335.074707
	Iteration 36Q: 3 clusters Score -6137881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -6137884.500000 Penalty: 5335.074707
	Iteration 37Q: 3 clusters Score -6137884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -6137888.500000 Penalty: 5335.074707
	Iteration 38Q: 3 clusters Score -6137888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -6137884.000000 Penalty: 5335.074707
	Iteration 39Q: 3 clusters Score -6137884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -6137883.500000 Penalty: 5335.074707
	Iteration 40F: 3 clusters Score -6137884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -6137893.500000 Penalty: 5335.074707
	Iteration 41Q: 3 clusters Score -6137894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -6137890.000000 Penalty: 5335.074707
	Iteration 42Q: 3 clusters Score -6137890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -6137889.500000 Penalty: 5335.074707
	Iteration 43Q: 3 clusters Score -6137890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -6137893.500000 Penalty: 5335.074707
	Iteration 44Q: 3 clusters Score -6137894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -6137903.000000 Penalty: 5335.074707
	Iteration 45Q: 3 clusters Score -6137903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -6137906.000000 Penalty: 5335.074707
	Iteration 46Q: 3 clusters Score -6137906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -6137907.000000 Penalty: 5335.074707
	Iteration 47Q: 3 clusters Score -6137907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -6137909.000000 Penalty: 5335.074707
	Iteration 48Q: 3 clusters Score -6137909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -6137902.000000 Penalty: 5335.074707
	Iteration 49Q: 3 clusters Score -6137902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -6137901.000000 Penalty: 5335.074707
	Iteration 50Q: 3 clusters Score -6137901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -6137902.500000 Penalty: 5335.074707
	Iteration 51Q: 3 clusters Score -6137902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -6137902.000000 Penalty: 5335.074707
	Iteration 52Q: 3 clusters Score -6137902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -6137905.500000 Penalty: 5335.074707
	Iteration 53Q: 3 clusters Score -6137906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -6137905.500000 Penalty: 5335.074707
	Iteration 54F: 3 clusters Score -6137906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Entering Unmasked Estep 
Score: -1233259.625000 Penalty: 2283.095703
	Iteration 0F: 2 clusters Score -1233260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1225755.750000 Penalty: 4566.191406
	Iteration 0F: 3 clusters Score -1225756 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1227932.750000 Penalty: 4566.191406
	Iteration 1F: 3 clusters Score -1227933 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1228316.875000 Penalty: 4566.191406
	Iteration 2F: 3 clusters Score -1228317 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1228629.125000 Penalty: 4566.191406
	Iteration 3F: 3 clusters Score -1228629 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1228902.250000 Penalty: 4566.191406
	Iteration 4Q: 3 clusters Score -1228902 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1229141.875000 Penalty: 4566.191406
	Iteration 5Q: 3 clusters Score -1229142 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1229351.750000 Penalty: 4566.191406
	Iteration 6Q: 3 clusters Score -1229352 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1229576.750000 Penalty: 4566.191406
	Iteration 7Q: 3 clusters Score -1229577 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1229802.375000 Penalty: 4566.191406
	Iteration 8Q: 3 clusters Score -1229802 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1230015.750000 Penalty: 4566.191406
	Iteration 9Q: 3 clusters Score -1230016 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1230230.750000 Penalty: 4566.191406
	Iteration 10Q: 3 clusters Score -1230231 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1230441.750000 Penalty: 4566.191406
	Iteration 11Q: 3 clusters Score -1230442 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1230621.625000 Penalty: 4566.191406
	Iteration 12Q: 3 clusters Score -1230622 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1230759.125000 Penalty: 4566.191406
	Iteration 13Q: 3 clusters Score -1230759 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1230886.250000 Penalty: 4566.191406
	Iteration 14Q: 3 clusters Score -1230886 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1230976.875000 Penalty: 4566.191406
	Iteration 15Q: 3 clusters Score -1230977 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1231046.000000 Penalty: 4566.191406
	Iteration 16Q: 3 clusters Score -1231046 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1231095.250000 Penalty: 4566.191406
	Iteration 17Q: 3 clusters Score -1231095 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1231144.250000 Penalty: 4566.191406
	Iteration 18Q: 3 clusters Score -1231144 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1231185.875000 Penalty: 4566.191406
	Iteration 19Q: 3 clusters Score -1231186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1231220.750000 Penalty: 4566.191406
	Iteration 20F: 3 clusters Score -1231221 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1231253.375000 Penalty: 4566.191406
	Iteration 21Q: 3 clusters Score -1231253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1231274.250000 Penalty: 4566.191406
	Iteration 22Q: 3 clusters Score -1231274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1231283.250000 Penalty: 4566.191406
	Iteration 23Q: 3 clusters Score -1231283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1231294.750000 Penalty: 4566.191406
	Iteration 24Q: 3 clusters Score -1231295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1231311.250000 Penalty: 4566.191406
	Iteration 25Q: 3 clusters Score -1231311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1231324.625000 Penalty: 4566.191406
	Iteration 26Q: 3 clusters Score -1231325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1231332.000000 Penalty: 4566.191406
	Iteration 27Q: 3 clusters Score -1231332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1231334.875000 Penalty: 4566.191406
	Iteration 28Q: 3 clusters Score -1231335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1231337.875000 Penalty: 4566.191406
	Iteration 29Q: 3 clusters Score -1231338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1231338.375000 Penalty: 4566.191406
	Iteration 30Q: 3 clusters Score -1231338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1231338.375000 Penalty: 4566.191406
	Iteration 31F: 3 clusters Score -1231338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Entering Unmasked Estep 
Score: -5583184.500000 Penalty: 2643.023682
	Iteration 0F: 2 clusters Score -5583184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -5554344.500000 Penalty: 5286.047363
	Iteration 0F: 3 clusters Score -5554344 nChanged 19541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -5565284.000000 Penalty: 5286.047363
	Iteration 1F: 3 clusters Score -5565284 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -5565790.500000 Penalty: 5286.047363
	Iteration 2Q: 3 clusters Score -5565790 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -5566202.500000 Penalty: 5286.047363
	Iteration 3Q: 3 clusters Score -5566202 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -5566625.500000 Penalty: 5286.047363
	Iteration 4Q: 3 clusters Score -5566626 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -5567063.500000 Penalty: 5286.047363
	Iteration 5Q: 3 clusters Score -5567064 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -5567643.500000 Penalty: 5286.047363
	Iteration 6Q: 3 clusters Score -5567644 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -5568503.500000 Penalty: 5286.047363
	Iteration 7Q: 3 clusters Score -5568504 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -5569741.500000 Penalty: 5286.047363
	Iteration 8F: 3 clusters Score -5569742 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -5571554.500000 Penalty: 5286.047363
	Iteration 9F: 3 clusters Score -5571554 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -5573834.000000 Penalty: 5286.047363
	Iteration 10F: 3 clusters Score -5573834 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -5576131.500000 Penalty: 5286.047363
	Iteration 11F: 3 clusters Score -5576132 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -5577907.500000 Penalty: 5286.047363
	Iteration 12Q: 3 clusters Score -5577908 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5579134.000000 Penalty: 5286.047363
	Iteration 13Q: 3 clusters Score -5579134 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5579921.000000 Penalty: 5286.047363
	Iteration 14Q: 3 clusters Score -5579921 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5580426.500000 Penalty: 5286.047363
	Iteration 15Q: 3 clusters Score -5580426 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5580694.000000 Penalty: 5286.047363
	Iteration 16Q: 3 clusters Score -5580694 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5580819.500000 Penalty: 5286.047363
	Iteration 17Q: 3 clusters Score -5580820 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5580912.000000 Penalty: 5286.047363
	Iteration 18Q: 3 clusters Score -5580912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5580953.500000 Penalty: 5286.047363
	Iteration 19Q: 3 clusters Score -5580954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5580991.500000 Penalty: 5286.047363
	Iteration 20F: 3 clusters Score -5580992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5581002.000000 Penalty: 5286.047363
	Iteration 21Q: 3 clusters Score -5581002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5581005.500000 Penalty: 5286.047363
	Iteration 22Q: 3 clusters Score -5581006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5581016.500000 Penalty: 5286.047363
	Iteration 23Q: 3 clusters Score -5581016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5581019.000000 Penalty: 5286.047363
	Iteration 24Q: 3 clusters Score -5581019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5581026.500000 Penalty: 5286.047363
	Iteration 25Q: 3 clusters Score -5581026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5581022.500000 Penalty: 5286.047363
	Iteration 26Q: 3 clusters Score -5581022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5581029.500000 Penalty: 5286.047363
	Iteration 27Q: 3 clusters Score -5581030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5581027.500000 Penalty: 5286.047363
	Iteration 28Q: 3 clusters Score -5581028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5581029.000000 Penalty: 5286.047363
	Iteration 29Q: 3 clusters Score -5581029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5581034.000000 Penalty: 5286.047363
	Iteration 30Q: 3 clusters Score -5581034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5581034.000000 Penalty: 5286.047363
	Iteration 31Q: 3 clusters Score -5581034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5581039.000000 Penalty: 5286.047363
	Iteration 32Q: 3 clusters Score -5581039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5581041.000000 Penalty: 5286.047363
	Iteration 33Q: 3 clusters Score -5581041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5581039.000000 Penalty: 5286.047363
	Iteration 34Q: 3 clusters Score -5581039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5581036.000000 Penalty: 5286.047363
	Iteration 35Q: 3 clusters Score -5581036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5581034.000000 Penalty: 5286.047363
	Iteration 36Q: 3 clusters Score -5581034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5581035.000000 Penalty: 5286.047363
	Iteration 37Q: 3 clusters Score -5581035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5581039.500000 Penalty: 5286.047363
	Iteration 38Q: 3 clusters Score -5581040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5581040.500000 Penalty: 5286.047363
	Iteration 39Q: 3 clusters Score -5581040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5581041.500000 Penalty: 5286.047363
	Iteration 40F: 3 clusters Score -5581042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5581043.000000 Penalty: 5286.047363
	Iteration 41Q: 3 clusters Score -5581043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5581043.000000 Penalty: 5286.047363
	Iteration 42F: 3 clusters Score -5581043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Entering Unmasked Estep 
Score: -2744298.500000 Penalty: 2470.176025
	Iteration 0F: 2 clusters Score -2744298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2729443.000000 Penalty: 4940.352051
	Iteration 0F: 3 clusters Score -2729443 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2734643.250000 Penalty: 4940.352051
	Iteration 1F: 3 clusters Score -2734643 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2735234.500000 Penalty: 4940.352051
	Iteration 2F: 3 clusters Score -2735234 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2735860.000000 Penalty: 4940.352051
	Iteration 3F: 3 clusters Score -2735860 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2736633.500000 Penalty: 4940.352051
	Iteration 4F: 3 clusters Score -2736634 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2737639.500000 Penalty: 4940.352051
	Iteration 5F: 3 clusters Score -2737640 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2738773.000000 Penalty: 4940.352051
	Iteration 6F: 3 clusters Score -2738773 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2739926.750000 Penalty: 4940.352051
	Iteration 7F: 3 clusters Score -2739927 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2740892.500000 Penalty: 4940.352051
	Iteration 8F: 3 clusters Score -2740892 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2741592.500000 Penalty: 4940.352051
	Iteration 9Q: 3 clusters Score -2741592 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2741974.000000 Penalty: 4940.352051
	Iteration 10Q: 3 clusters Score -2741974 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2742160.250000 Penalty: 4940.352051
	Iteration 11Q: 3 clusters Score -2742160 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2742242.500000 Penalty: 4940.352051
	Iteration 12Q: 3 clusters Score -2742242 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2742295.000000 Penalty: 4940.352051
	Iteration 13Q: 3 clusters Score -2742295 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2742333.750000 Penalty: 4940.352051
	Iteration 14Q: 3 clusters Score -2742334 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2742344.500000 Penalty: 4940.352051
	Iteration 15Q: 3 clusters Score -2742344 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2742366.250000 Penalty: 4940.352051
	Iteration 16Q: 3 clusters Score -2742366 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2742368.500000 Penalty: 4940.352051
	Iteration 17Q: 3 clusters Score -2742368 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2742375.000000 Penalty: 4940.352051
	Iteration 18Q: 3 clusters Score -2742375 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2742381.000000 Penalty: 4940.352051
	Iteration 19Q: 3 clusters Score -2742381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2742391.000000 Penalty: 4940.352051
	Iteration 20F: 3 clusters Score -2742391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2742388.250000 Penalty: 4940.352051
	Iteration 21Q: 3 clusters Score -2742388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2742386.000000 Penalty: 4940.352051
	Iteration 22Q: 3 clusters Score -2742386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2742394.750000 Penalty: 4940.352051
	Iteration 23Q: 3 clusters Score -2742395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2742389.250000 Penalty: 4940.352051
	Iteration 24Q: 3 clusters Score -2742389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2742396.750000 Penalty: 4940.352051
	Iteration 25Q: 3 clusters Score -2742397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -2742397.500000 Penalty: 4940.352051
	Iteration 26Q: 3 clusters Score -2742398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2742394.500000 Penalty: 4940.352051
	Iteration 27Q: 3 clusters Score -2742394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2742398.750000 Penalty: 4940.352051
	Iteration 28Q: 3 clusters Score -2742399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2742400.000000 Penalty: 4940.352051
	Iteration 29Q: 3 clusters Score -2742400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2742399.500000 Penalty: 4940.352051
	Iteration 30Q: 3 clusters Score -2742400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2742397.500000 Penalty: 4940.352051
	Iteration 31Q: 3 clusters Score -2742398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2742399.000000 Penalty: 4940.352051
	Iteration 32Q: 3 clusters Score -2742399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2742400.500000 Penalty: 4940.352051
	Iteration 33Q: 3 clusters Score -2742400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2742399.750000 Penalty: 4940.352051
	Iteration 34Q: 3 clusters Score -2742400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2742400.500000 Penalty: 4940.352051
	Iteration 35Q: 3 clusters Score -2742400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2742400.500000 Penalty: 4940.352051
	Iteration 36F: 3 clusters Score -2742400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Entering Unmasked Estep 
Score: -630780.562500 Penalty: 2101.881592
	Iteration 0F: 2 clusters Score -630780.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -626363.250000 Penalty: 4203.763184
	Iteration 0F: 3 clusters Score -626363.2 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -627440.187500 Penalty: 4203.763184
	Iteration 1F: 3 clusters Score -627440.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -627666.062500 Penalty: 4203.763184
	Iteration 2F: 3 clusters Score -627666.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -627830.500000 Penalty: 4203.763184
	Iteration 3F: 3 clusters Score -627830.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -627975.375000 Penalty: 4203.763184
	Iteration 4Q: 3 clusters Score -627975.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -628101.312500 Penalty: 4203.763184
	Iteration 5Q: 3 clusters Score -628101.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -628272.375000 Penalty: 4203.763184
	Iteration 6Q: 3 clusters Score -628272.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -628468.125000 Penalty: 4203.763184
	Iteration 7Q: 3 clusters Score -628468.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -628668.375000 Penalty: 4203.763184
	Iteration 8Q: 3 clusters Score -628668.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -628888.500000 Penalty: 4203.763184
	Iteration 9Q: 3 clusters Score -628888.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -629075.125000 Penalty: 4203.763184
	Iteration 10Q: 3 clusters Score -629075.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -629231.250000 Penalty: 4203.763184
	Iteration 11Q: 3 clusters Score -629231.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -629324.562500 Penalty: 4203.763184
	Iteration 12Q: 3 clusters Score -629324.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -629389.250000 Penalty: 4203.763184
	Iteration 13Q: 3 clusters Score -629389.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -629431.312500 Penalty: 4203.763184
	Iteration 14Q: 3 clusters Score -629431.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -629452.312500 Penalty: 4203.763184
	Iteration 15Q: 3 clusters Score -629452.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -629469.000000 Penalty: 4203.763184
	Iteration 16Q: 3 clusters Score -629469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -629478.187500 Penalty: 4203.763184
	Iteration 17Q: 3 clusters Score -629478.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -629491.375000 Penalty: 4203.763184
	Iteration 18Q: 3 clusters Score -629491.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -629503.937500 Penalty: 4203.763184
	Iteration 19Q: 3 clusters Score -629503.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -629515.062500 Penalty: 4203.763184
	Iteration 20F: 3 clusters Score -629515.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -629521.562500 Penalty: 4203.763184
	Iteration 21Q: 3 clusters Score -629521.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -629526.625000 Penalty: 4203.763184
	Iteration 22Q: 3 clusters Score -629526.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -629529.812500 Penalty: 4203.763184
	Iteration 23Q: 3 clusters Score -629529.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -629531.812500 Penalty: 4203.763184
	Iteration 24Q: 3 clusters Score -629531.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -629533.437500 Penalty: 4203.763184
	Iteration 25Q: 3 clusters Score -629533.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -629533.437500 Penalty: 4203.763184
	Iteration 26F: 3 clusters Score -629533.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -56232.992188 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -56232.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54932.433594 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -54932.43 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55209.078125 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -55209.08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -55353.300781 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -55353.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -55398.523438 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -55398.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -55435.636719 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -55435.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -55472.230469 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -55472.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -55486.312500 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -55486.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -55503.839844 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -55503.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -55518.273438 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -55518.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -55525.835938 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -55525.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -55526.597656 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -55526.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -55530.847656 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -55530.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -55546.683594 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -55546.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -55580.277344 Penalty: 3074.445312
	Iteration 13Q: 3 clusters Score -55580.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -55591.375000 Penalty: 3074.445312
	Iteration 14Q: 3 clusters Score -55591.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -55606.687500 Penalty: 3074.445312
	Iteration 15Q: 3 clusters Score -55606.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -55627.496094 Penalty: 3074.445312
	Iteration 16Q: 3 clusters Score -55627.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -55663.089844 Penalty: 3074.445312
	Iteration 17Q: 3 clusters Score -55663.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -55666.718750 Penalty: 3074.445312
	Iteration 18Q: 3 clusters Score -55666.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -55672.000000 Penalty: 3074.445312
	Iteration 19Q: 3 clusters Score -55672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -55672.000000 Penalty: 3074.445312
	Iteration 20F: 3 clusters Score -55672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -313898.656250 Penalty: 1921.296875
	Iteration 0F: 2 clusters Score -313898.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -311035.812500 Penalty: 3842.593750
	Iteration 0F: 3 clusters Score -311035.8 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -311539.250000 Penalty: 3842.593750
	Iteration 1F: 3 clusters Score -311539.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -311655.656250 Penalty: 3842.593750
	Iteration 2F: 3 clusters Score -311655.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -311742.218750 Penalty: 3842.593750
	Iteration 3Q: 3 clusters Score -311742.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -311788.562500 Penalty: 3842.593750
	Iteration 4Q: 3 clusters Score -311788.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -311823.375000 Penalty: 3842.593750
	Iteration 5Q: 3 clusters Score -311823.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -311847.781250 Penalty: 3842.593750
	Iteration 6Q: 3 clusters Score -311847.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -311863.937500 Penalty: 3842.593750
	Iteration 7Q: 3 clusters Score -311863.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -311878.531250 Penalty: 3842.593750
	Iteration 8Q: 3 clusters Score -311878.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -311886.875000 Penalty: 3842.593750
	Iteration 9Q: 3 clusters Score -311886.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -311895.437500 Penalty: 3842.593750
	Iteration 10Q: 3 clusters Score -311895.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -311902.781250 Penalty: 3842.593750
	Iteration 11Q: 3 clusters Score -311902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -311906.187500 Penalty: 3842.593750
	Iteration 12Q: 3 clusters Score -311906.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -311910.406250 Penalty: 3842.593750
	Iteration 13Q: 3 clusters Score -311910.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -311915.437500 Penalty: 3842.593750
	Iteration 14Q: 3 clusters Score -311915.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -311921.562500 Penalty: 3842.593750
	Iteration 15Q: 3 clusters Score -311921.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -311924.500000 Penalty: 3842.593750
	Iteration 16Q: 3 clusters Score -311924.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -311926.250000 Penalty: 3842.593750
	Iteration 17Q: 3 clusters Score -311926.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -311927.718750 Penalty: 3842.593750
	Iteration 18Q: 3 clusters Score -311927.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -311929.437500 Penalty: 3842.593750
	Iteration 19Q: 3 clusters Score -311929.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -311930.218750 Penalty: 3842.593750
	Iteration 20F: 3 clusters Score -311930.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -311931.031250 Penalty: 3842.593750
	Iteration 21Q: 3 clusters Score -311931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -311933.531250 Penalty: 3842.593750
	Iteration 22Q: 3 clusters Score -311933.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -311934.906250 Penalty: 3842.593750
	Iteration 23Q: 3 clusters Score -311934.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -311936.500000 Penalty: 3842.593750
	Iteration 24Q: 3 clusters Score -311936.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -311936.406250 Penalty: 3842.593750
	Iteration 25Q: 3 clusters Score -311936.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -311936.406250 Penalty: 3842.593750
	Iteration 26F: 3 clusters Score -311936.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Entering Unmasked Estep 
Score: -593588.062500 Penalty: 2090.504639
	Iteration 0F: 2 clusters Score -593588.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -589317.500000 Penalty: 4181.009277
	Iteration 0F: 3 clusters Score -589317.5 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -590309.125000 Penalty: 4181.009277
	Iteration 1F: 3 clusters Score -590309.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -590510.812500 Penalty: 4181.009277
	Iteration 2F: 3 clusters Score -590510.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -590612.500000 Penalty: 4181.009277
	Iteration 3Q: 3 clusters Score -590612.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -590673.125000 Penalty: 4181.009277
	Iteration 4Q: 3 clusters Score -590673.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -590717.750000 Penalty: 4181.009277
	Iteration 5Q: 3 clusters Score -590717.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -590761.062500 Penalty: 4181.009277
	Iteration 6Q: 3 clusters Score -590761.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -590798.875000 Penalty: 4181.009277
	Iteration 7Q: 3 clusters Score -590798.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -590828.375000 Penalty: 4181.009277
	Iteration 8Q: 3 clusters Score -590828.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -590850.625000 Penalty: 4181.009277
	Iteration 9Q: 3 clusters Score -590850.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -590872.562500 Penalty: 4181.009277
	Iteration 10Q: 3 clusters Score -590872.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -590901.875000 Penalty: 4181.009277
	Iteration 11Q: 3 clusters Score -590901.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -590928.375000 Penalty: 4181.009277
	Iteration 12Q: 3 clusters Score -590928.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -590949.375000 Penalty: 4181.009277
	Iteration 13Q: 3 clusters Score -590949.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -590971.812500 Penalty: 4181.009277
	Iteration 14Q: 3 clusters Score -590971.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -590999.312500 Penalty: 4181.009277
	Iteration 15Q: 3 clusters Score -590999.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -591033.812500 Penalty: 4181.009277
	Iteration 16Q: 3 clusters Score -591033.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -591072.687500 Penalty: 4181.009277
	Iteration 17Q: 3 clusters Score -591072.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -591113.625000 Penalty: 4181.009277
	Iteration 18Q: 3 clusters Score -591113.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -591149.750000 Penalty: 4181.009277
	Iteration 19Q: 3 clusters Score -591149.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -591183.500000 Penalty: 4181.009277
	Iteration 20F: 3 clusters Score -591183.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -591217.750000 Penalty: 4181.009277
	Iteration 21Q: 3 clusters Score -591217.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -591248.375000 Penalty: 4181.009277
	Iteration 22Q: 3 clusters Score -591248.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -591279.687500 Penalty: 4181.009277
	Iteration 23Q: 3 clusters Score -591279.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -591305.750000 Penalty: 4181.009277
	Iteration 24Q: 3 clusters Score -591305.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -591336.687500 Penalty: 4181.009277
	Iteration 25Q: 3 clusters Score -591336.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -591382.062500 Penalty: 4181.009277
	Iteration 26Q: 3 clusters Score -591382.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -591421.937500 Penalty: 4181.009277
	Iteration 27Q: 3 clusters Score -591421.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -591470.000000 Penalty: 4181.009277
	Iteration 28Q: 3 clusters Score -591470 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -591526.062500 Penalty: 4181.009277
	Iteration 29Q: 3 clusters Score -591526.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -591573.937500 Penalty: 4181.009277
	Iteration 30Q: 3 clusters Score -591573.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -591609.625000 Penalty: 4181.009277
	Iteration 31Q: 3 clusters Score -591609.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -591633.437500 Penalty: 4181.009277
	Iteration 32Q: 3 clusters Score -591633.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -591653.687500 Penalty: 4181.009277
	Iteration 33Q: 3 clusters Score -591653.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -591674.062500 Penalty: 4181.009277
	Iteration 34Q: 3 clusters Score -591674.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -591692.375000 Penalty: 4181.009277
	Iteration 35Q: 3 clusters Score -591692.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -591708.437500 Penalty: 4181.009277
	Iteration 36Q: 3 clusters Score -591708.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -591715.750000 Penalty: 4181.009277
	Iteration 37Q: 3 clusters Score -591715.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -591722.250000 Penalty: 4181.009277
	Iteration 38Q: 3 clusters Score -591722.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -591723.687500 Penalty: 4181.009277
	Iteration 39Q: 3 clusters Score -591723.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -591727.750000 Penalty: 4181.009277
	Iteration 40F: 3 clusters Score -591727.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -591732.625000 Penalty: 4181.009277
	Iteration 41Q: 3 clusters Score -591732.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -591736.375000 Penalty: 4181.009277
	Iteration 42Q: 3 clusters Score -591736.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -591739.812500 Penalty: 4181.009277
	Iteration 43Q: 3 clusters Score -591739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -591741.937500 Penalty: 4181.009277
	Iteration 44Q: 3 clusters Score -591741.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -591744.687500 Penalty: 4181.009277
	Iteration 45Q: 3 clusters Score -591744.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -591747.375000 Penalty: 4181.009277
	Iteration 46Q: 3 clusters Score -591747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -591748.750000 Penalty: 4181.009277
	Iteration 47Q: 3 clusters Score -591748.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -591752.875000 Penalty: 4181.009277
	Iteration 48Q: 3 clusters Score -591752.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -591752.750000 Penalty: 4181.009277
	Iteration 49Q: 3 clusters Score -591752.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -591754.187500 Penalty: 4181.009277
	Iteration 50Q: 3 clusters Score -591754.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -591756.187500 Penalty: 4181.009277
	Iteration 51Q: 3 clusters Score -591756.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -591757.125000 Penalty: 4181.009277
	Iteration 52Q: 3 clusters Score -591757.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -591759.437500 Penalty: 4181.009277
	Iteration 53Q: 3 clusters Score -591759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -591762.562500 Penalty: 4181.009277
	Iteration 54Q: 3 clusters Score -591762.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -591766.750000 Penalty: 4181.009277
	Iteration 55Q: 3 clusters Score -591766.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -591768.812500 Penalty: 4181.009277
	Iteration 56Q: 3 clusters Score -591768.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -591769.687500 Penalty: 4181.009277
	Iteration 57Q: 3 clusters Score -591769.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -591770.125000 Penalty: 4181.009277
	Iteration 58Q: 3 clusters Score -591770.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -591770.125000 Penalty: 4181.009277
	Iteration 59F: 3 clusters Score -591770.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Entering Unmasked Estep 
Score: -4755438.000000 Penalty: 2601.670654
	Iteration 0F: 2 clusters Score -4755438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -4730930.500000 Penalty: 5203.341309
	Iteration 0F: 3 clusters Score -4730930 nChanged 16458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -4739972.500000 Penalty: 5203.341309
	Iteration 1F: 3 clusters Score -4739972 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -4740457.500000 Penalty: 5203.341309
	Iteration 2Q: 3 clusters Score -4740458 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -4740858.000000 Penalty: 5203.341309
	Iteration 3Q: 3 clusters Score -4740858 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -4741257.000000 Penalty: 5203.341309
	Iteration 4Q: 3 clusters Score -4741257 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -4741697.500000 Penalty: 5203.341309
	Iteration 5Q: 3 clusters Score -4741698 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -4742229.000000 Penalty: 5203.341309
	Iteration 6Q: 3 clusters Score -4742229 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -4742935.500000 Penalty: 5203.341309
	Iteration 7Q: 3 clusters Score -4742936 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -4743958.500000 Penalty: 5203.341309
	Iteration 8F: 3 clusters Score -4743958 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -4745188.500000 Penalty: 5203.341309
	Iteration 9F: 3 clusters Score -4745188 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -4746554.000000 Penalty: 5203.341309
	Iteration 10F: 3 clusters Score -4746554 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -4747907.000000 Penalty: 5203.341309
	Iteration 11F: 3 clusters Score -4747907 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -4749209.500000 Penalty: 5203.341309
	Iteration 12F: 3 clusters Score -4749210 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -4750294.000000 Penalty: 5203.341309
	Iteration 13Q: 3 clusters Score -4750294 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -4751148.500000 Penalty: 5203.341309
	Iteration 14Q: 3 clusters Score -4751148 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -4751825.500000 Penalty: 5203.341309
	Iteration 15Q: 3 clusters Score -4751826 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -4752319.500000 Penalty: 5203.341309
	Iteration 16Q: 3 clusters Score -4752320 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -4752646.500000 Penalty: 5203.341309
	Iteration 17Q: 3 clusters Score -4752646 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -4752920.500000 Penalty: 5203.341309
	Iteration 18Q: 3 clusters Score -4752920 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -4753081.500000 Penalty: 5203.341309
	Iteration 19Q: 3 clusters Score -4753082 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -4753177.000000 Penalty: 5203.341309
	Iteration 20F: 3 clusters Score -4753177 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -4753241.000000 Penalty: 5203.341309
	Iteration 21Q: 3 clusters Score -4753241 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -4753291.000000 Penalty: 5203.341309
	Iteration 22Q: 3 clusters Score -4753291 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -4753328.000000 Penalty: 5203.341309
	Iteration 23Q: 3 clusters Score -4753328 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -4753358.500000 Penalty: 5203.341309
	Iteration 24Q: 3 clusters Score -4753358 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -4753378.500000 Penalty: 5203.341309
	Iteration 25Q: 3 clusters Score -4753378 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -4753399.000000 Penalty: 5203.341309
	Iteration 26Q: 3 clusters Score -4753399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -4753415.500000 Penalty: 5203.341309
	Iteration 27Q: 3 clusters Score -4753416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -4753434.000000 Penalty: 5203.341309
	Iteration 28Q: 3 clusters Score -4753434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -4753450.500000 Penalty: 5203.341309
	Iteration 29Q: 3 clusters Score -4753450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -4753452.500000 Penalty: 5203.341309
	Iteration 30Q: 3 clusters Score -4753452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4753466.000000 Penalty: 5203.341309
	Iteration 31Q: 3 clusters Score -4753466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -4753472.500000 Penalty: 5203.341309
	Iteration 32Q: 3 clusters Score -4753472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -4753486.000000 Penalty: 5203.341309
	Iteration 33Q: 3 clusters Score -4753486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -4753495.000000 Penalty: 5203.341309
	Iteration 34Q: 3 clusters Score -4753495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -4753501.000000 Penalty: 5203.341309
	Iteration 35Q: 3 clusters Score -4753501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -4753500.500000 Penalty: 5203.341309
	Iteration 36Q: 3 clusters Score -4753500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -4753504.500000 Penalty: 5203.341309
	Iteration 37Q: 3 clusters Score -4753504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -4753511.000000 Penalty: 5203.341309
	Iteration 38Q: 3 clusters Score -4753511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -4753508.000000 Penalty: 5203.341309
	Iteration 39Q: 3 clusters Score -4753508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -4753506.500000 Penalty: 5203.341309
	Iteration 40F: 3 clusters Score -4753506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -4753506.500000 Penalty: 5203.341309
	Iteration 41Q: 3 clusters Score -4753506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -4753506.500000 Penalty: 5203.341309
	Iteration 42Q: 3 clusters Score -4753506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -4753508.500000 Penalty: 5203.341309
	Iteration 43Q: 3 clusters Score -4753508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -4753508.000000 Penalty: 5203.341309
	Iteration 44Q: 3 clusters Score -4753508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -4753508.000000 Penalty: 5203.341309
	Iteration 45F: 3 clusters Score -4753508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Entering Unmasked Estep 
Score: -3127881.750000 Penalty: 2505.552734
	Iteration 0F: 2 clusters Score -3127882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3111004.500000 Penalty: 5011.105469
	Iteration 0F: 3 clusters Score -3111004 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3116892.500000 Penalty: 5011.105469
	Iteration 1F: 3 clusters Score -3116892 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3117549.500000 Penalty: 5011.105469
	Iteration 2F: 3 clusters Score -3117550 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -3118290.000000 Penalty: 5011.105469
	Iteration 3F: 3 clusters Score -3118290 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -3119198.000000 Penalty: 5011.105469
	Iteration 4F: 3 clusters Score -3119198 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3120290.750000 Penalty: 5011.105469
	Iteration 5F: 3 clusters Score -3120291 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -3121623.750000 Penalty: 5011.105469
	Iteration 6F: 3 clusters Score -3121624 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -3122867.500000 Penalty: 5011.105469
	Iteration 7F: 3 clusters Score -3122868 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3123781.750000 Penalty: 5011.105469
	Iteration 8F: 3 clusters Score -3123782 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -3124324.250000 Penalty: 5011.105469
	Iteration 9Q: 3 clusters Score -3124324 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -3124698.250000 Penalty: 5011.105469
	Iteration 10Q: 3 clusters Score -3124698 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -3124973.000000 Penalty: 5011.105469
	Iteration 11Q: 3 clusters Score -3124973 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3125142.750000 Penalty: 5011.105469
	Iteration 12Q: 3 clusters Score -3125143 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -3125280.250000 Penalty: 5011.105469
	Iteration 13Q: 3 clusters Score -3125280 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -3125355.500000 Penalty: 5011.105469
	Iteration 14Q: 3 clusters Score -3125356 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -3125400.500000 Penalty: 5011.105469
	Iteration 15Q: 3 clusters Score -3125400 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -3125461.750000 Penalty: 5011.105469
	Iteration 16Q: 3 clusters Score -3125462 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3125489.750000 Penalty: 5011.105469
	Iteration 17Q: 3 clusters Score -3125490 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -3125490.250000 Penalty: 5011.105469
	Iteration 18Q: 3 clusters Score -3125490 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3125501.500000 Penalty: 5011.105469
	Iteration 19Q: 3 clusters Score -3125502 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3125532.000000 Penalty: 5011.105469
	Iteration 20F: 3 clusters Score -3125532 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -3125533.000000 Penalty: 5011.105469
	Iteration 21Q: 3 clusters Score -3125533 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -3125545.000000 Penalty: 5011.105469
	Iteration 22Q: 3 clusters Score -3125545 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -3125549.000000 Penalty: 5011.105469
	Iteration 23Q: 3 clusters Score -3125549 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -3125552.000000 Penalty: 5011.105469
	Iteration 24Q: 3 clusters Score -3125552 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3125548.250000 Penalty: 5011.105469
	Iteration 25Q: 3 clusters Score -3125548 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -3125557.500000 Penalty: 5011.105469
	Iteration 26Q: 3 clusters Score -3125558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3125565.250000 Penalty: 5011.105469
	Iteration 27Q: 3 clusters Score -3125565 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -3125571.750000 Penalty: 5011.105469
	Iteration 28Q: 3 clusters Score -3125572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3125583.250000 Penalty: 5011.105469
	Iteration 29Q: 3 clusters Score -3125583 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3125596.750000 Penalty: 5011.105469
	Iteration 30Q: 3 clusters Score -3125597 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -3125593.250000 Penalty: 5011.105469
	Iteration 31Q: 3 clusters Score -3125593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -3125600.000000 Penalty: 5011.105469
	Iteration 32Q: 3 clusters Score -3125600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -3125602.750000 Penalty: 5011.105469
	Iteration 33Q: 3 clusters Score -3125603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3125608.000000 Penalty: 5011.105469
	Iteration 34Q: 3 clusters Score -3125608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3125607.750000 Penalty: 5011.105469
	Iteration 35Q: 3 clusters Score -3125608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -3125607.000000 Penalty: 5011.105469
	Iteration 36Q: 3 clusters Score -3125607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -3125608.250000 Penalty: 5011.105469
	Iteration 37Q: 3 clusters Score -3125608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3125611.500000 Penalty: 5011.105469
	Iteration 38Q: 3 clusters Score -3125612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3125611.750000 Penalty: 5011.105469
	Iteration 39Q: 3 clusters Score -3125612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3125611.750000 Penalty: 5011.105469
	Iteration 40F: 3 clusters Score -3125612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -3125605.750000 Penalty: 5011.105469
	Iteration 41Q: 3 clusters Score -3125606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -3125606.500000 Penalty: 5011.105469
	Iteration 42Q: 3 clusters Score -3125606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -3125605.750000 Penalty: 5011.105469
	Iteration 43Q: 3 clusters Score -3125606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -3125610.000000 Penalty: 5011.105469
	Iteration 44Q: 3 clusters Score -3125610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3125609.750000 Penalty: 5011.105469
	Iteration 45Q: 3 clusters Score -3125610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -3125612.000000 Penalty: 5011.105469
	Iteration 46Q: 3 clusters Score -3125612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -3125612.000000 Penalty: 5011.105469
	Iteration 47F: 3 clusters Score -3125612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Entering Unmasked Estep 
Score: -39450.003906 Penalty: 1461.811890
	Iteration 0F: 2 clusters Score -39450 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 182 members 
Entering Unmasked Estep 
Score: -38327.121094 Penalty: 2923.623779
	Iteration 0F: 3 clusters Score -38327.12 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38728.640625 Penalty: 2923.623779
	Iteration 1F: 3 clusters Score -38728.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -38999.140625 Penalty: 2923.623779
	Iteration 2F: 3 clusters Score -38999.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -39171.652344 Penalty: 2923.623779
	Iteration 3F: 3 clusters Score -39171.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -39292.089844 Penalty: 2923.623779
	Iteration 4Q: 3 clusters Score -39292.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -39486.656250 Penalty: 2923.623779
	Iteration 5Q: 3 clusters Score -39486.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -39662.183594 Penalty: 2923.623779
	Iteration 6Q: 3 clusters Score -39662.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -39709.605469 Penalty: 2923.623779
	Iteration 7Q: 3 clusters Score -39709.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -39745.511719 Penalty: 2923.623779
	Iteration 8Q: 3 clusters Score -39745.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -39750.691406 Penalty: 2923.623779
	Iteration 9Q: 3 clusters Score -39750.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -39750.691406 Penalty: 2923.623779
	Iteration 10F: 3 clusters Score -39750.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 260 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 714 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 724 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 197 members 
Mstep: Class 37 contains 103 members 
Entering Unmasked Estep 
Score: -73844200.000000 Penalty: 121763.554688
Splitting cluster 15 changes total score from -73845760.000000 to -73844200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Entering Unmasked Estep 
Score: -154660.296875 Penalty: 1801.305664
	Iteration 0F: 2 clusters Score -154660.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -152686.828125 Penalty: 3602.611328
	Iteration 0F: 3 clusters Score -152686.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -153345.078125 Penalty: 3602.611328
	Iteration 1F: 3 clusters Score -153345.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -153618.171875 Penalty: 3602.611328
	Iteration 2F: 3 clusters Score -153618.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -153843.406250 Penalty: 3602.611328
	Iteration 3F: 3 clusters Score -153843.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -154146.390625 Penalty: 3602.611328
	Iteration 4F: 3 clusters Score -154146.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -154337.562500 Penalty: 3602.611328
	Iteration 5F: 3 clusters Score -154337.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -154442.140625 Penalty: 3602.611328
	Iteration 6Q: 3 clusters Score -154442.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -154527.437500 Penalty: 3602.611328
	Iteration 7Q: 3 clusters Score -154527.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -154583.843750 Penalty: 3602.611328
	Iteration 8Q: 3 clusters Score -154583.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -154613.500000 Penalty: 3602.611328
	Iteration 9Q: 3 clusters Score -154613.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -154631.171875 Penalty: 3602.611328
	Iteration 10Q: 3 clusters Score -154631.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -154653.250000 Penalty: 3602.611328
	Iteration 11Q: 3 clusters Score -154653.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -154684.531250 Penalty: 3602.611328
	Iteration 12Q: 3 clusters Score -154684.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -154712.015625 Penalty: 3602.611328
	Iteration 13Q: 3 clusters Score -154712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -154726.156250 Penalty: 3602.611328
	Iteration 14Q: 3 clusters Score -154726.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -154731.750000 Penalty: 3602.611328
	Iteration 15Q: 3 clusters Score -154731.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -154733.953125 Penalty: 3602.611328
	Iteration 16Q: 3 clusters Score -154734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -154736.718750 Penalty: 3602.611328
	Iteration 17Q: 3 clusters Score -154736.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -154737.859375 Penalty: 3602.611328
	Iteration 18Q: 3 clusters Score -154737.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -154738.359375 Penalty: 3602.611328
	Iteration 19Q: 3 clusters Score -154738.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -154738.406250 Penalty: 3602.611328
	Iteration 20F: 3 clusters Score -154738.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -154744.546875 Penalty: 3602.611328
	Iteration 21Q: 3 clusters Score -154744.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -154750.390625 Penalty: 3602.611328
	Iteration 22Q: 3 clusters Score -154750.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -154755.015625 Penalty: 3602.611328
	Iteration 23Q: 3 clusters Score -154755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -154760.718750 Penalty: 3602.611328
	Iteration 24Q: 3 clusters Score -154760.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -154770.218750 Penalty: 3602.611328
	Iteration 25Q: 3 clusters Score -154770.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -154775.234375 Penalty: 3602.611328
	Iteration 26Q: 3 clusters Score -154775.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -154782.453125 Penalty: 3602.611328
	Iteration 27Q: 3 clusters Score -154782.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -154785.546875 Penalty: 3602.611328
	Iteration 28Q: 3 clusters Score -154785.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -154788.765625 Penalty: 3602.611328
	Iteration 29Q: 3 clusters Score -154788.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -154790.796875 Penalty: 3602.611328
	Iteration 30Q: 3 clusters Score -154790.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -154790.796875 Penalty: 3602.611328
	Iteration 31F: 3 clusters Score -154790.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 869 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 714 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 724 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 197 members 
Mstep: Class 37 contains 558 members 
Entering Unmasked Estep 
Score: -73844384.000000 Penalty: 121763.554688
Splitting cluster 16 changes total score from -73845760.000000 to -73844384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (22753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Entering Unmasked Estep 
Score: -2895535.250000 Penalty: 2488.048340
	Iteration 0F: 2 clusters Score -2895535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2879755.500000 Penalty: 4976.096680
	Iteration 0F: 3 clusters Score -2879756 nChanged 10014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2885221.750000 Penalty: 4976.096680
	Iteration 1F: 3 clusters Score -2885222 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2885635.000000 Penalty: 4976.096680
	Iteration 2F: 3 clusters Score -2885635 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2885966.500000 Penalty: 4976.096680
	Iteration 3Q: 3 clusters Score -2885966 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2886276.000000 Penalty: 4976.096680
	Iteration 4Q: 3 clusters Score -2886276 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2886568.500000 Penalty: 4976.096680
	Iteration 5Q: 3 clusters Score -2886568 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2886839.250000 Penalty: 4976.096680
	Iteration 6Q: 3 clusters Score -2886839 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2887140.000000 Penalty: 4976.096680
	Iteration 7Q: 3 clusters Score -2887140 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2887482.500000 Penalty: 4976.096680
	Iteration 8Q: 3 clusters Score -2887482 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2887871.500000 Penalty: 4976.096680
	Iteration 9Q: 3 clusters Score -2887872 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2888266.000000 Penalty: 4976.096680
	Iteration 10Q: 3 clusters Score -2888266 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2888707.750000 Penalty: 4976.096680
	Iteration 11Q: 3 clusters Score -2888708 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2889175.250000 Penalty: 4976.096680
	Iteration 12Q: 3 clusters Score -2889175 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2889628.250000 Penalty: 4976.096680
	Iteration 13Q: 3 clusters Score -2889628 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2890104.500000 Penalty: 4976.096680
	Iteration 14Q: 3 clusters Score -2890104 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2890592.250000 Penalty: 4976.096680
	Iteration 15Q: 3 clusters Score -2890592 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2891178.750000 Penalty: 4976.096680
	Iteration 16Q: 3 clusters Score -2891179 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2891756.750000 Penalty: 4976.096680
	Iteration 17Q: 3 clusters Score -2891757 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2892253.000000 Penalty: 4976.096680
	Iteration 18Q: 3 clusters Score -2892253 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2892718.500000 Penalty: 4976.096680
	Iteration 19Q: 3 clusters Score -2892718 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2893077.750000 Penalty: 4976.096680
	Iteration 20F: 3 clusters Score -2893078 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2893359.500000 Penalty: 4976.096680
	Iteration 21Q: 3 clusters Score -2893360 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2893530.000000 Penalty: 4976.096680
	Iteration 22Q: 3 clusters Score -2893530 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -2893652.500000 Penalty: 4976.096680
	Iteration 23Q: 3 clusters Score -2893652 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2893735.250000 Penalty: 4976.096680
	Iteration 24Q: 3 clusters Score -2893735 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2893787.000000 Penalty: 4976.096680
	Iteration 25Q: 3 clusters Score -2893787 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2893824.750000 Penalty: 4976.096680
	Iteration 26Q: 3 clusters Score -2893825 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2893842.500000 Penalty: 4976.096680
	Iteration 27Q: 3 clusters Score -2893842 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2893862.500000 Penalty: 4976.096680
	Iteration 28Q: 3 clusters Score -2893862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2893874.000000 Penalty: 4976.096680
	Iteration 29Q: 3 clusters Score -2893874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2893885.750000 Penalty: 4976.096680
	Iteration 30Q: 3 clusters Score -2893886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2893896.000000 Penalty: 4976.096680
	Iteration 31Q: 3 clusters Score -2893896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2893901.250000 Penalty: 4976.096680
	Iteration 32Q: 3 clusters Score -2893901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2893907.750000 Penalty: 4976.096680
	Iteration 33Q: 3 clusters Score -2893908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2893915.000000 Penalty: 4976.096680
	Iteration 34Q: 3 clusters Score -2893915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2893913.500000 Penalty: 4976.096680
	Iteration 35Q: 3 clusters Score -2893914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2893921.750000 Penalty: 4976.096680
	Iteration 36Q: 3 clusters Score -2893922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2893925.750000 Penalty: 4976.096680
	Iteration 37Q: 3 clusters Score -2893926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2893936.250000 Penalty: 4976.096680
	Iteration 38Q: 3 clusters Score -2893936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2893938.250000 Penalty: 4976.096680
	Iteration 39Q: 3 clusters Score -2893938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2893941.750000 Penalty: 4976.096680
	Iteration 40F: 3 clusters Score -2893942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2893947.500000 Penalty: 4976.096680
	Iteration 41Q: 3 clusters Score -2893948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2893948.000000 Penalty: 4976.096680
	Iteration 42Q: 3 clusters Score -2893948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2893948.000000 Penalty: 4976.096680
	Iteration 43Q: 3 clusters Score -2893948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2893945.500000 Penalty: 4976.096680
	Iteration 44Q: 3 clusters Score -2893946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2893948.250000 Penalty: 4976.096680
	Iteration 45Q: 3 clusters Score -2893948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2893948.250000 Penalty: 4976.096680
	Iteration 46F: 3 clusters Score -2893948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Entering Unmasked Estep 
Score: -230941.500000 Penalty: 1861.634766
	Iteration 0F: 2 clusters Score -230941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -228440.187500 Penalty: 3723.269531
	Iteration 0F: 3 clusters Score -228440.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -228876.375000 Penalty: 3723.269531
	Iteration 1F: 3 clusters Score -228876.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -229003.640625 Penalty: 3723.269531
	Iteration 2F: 3 clusters Score -229003.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -229102.140625 Penalty: 3723.269531
	Iteration 3F: 3 clusters Score -229102.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -229163.734375 Penalty: 3723.269531
	Iteration 4Q: 3 clusters Score -229163.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -229200.812500 Penalty: 3723.269531
	Iteration 5Q: 3 clusters Score -229200.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -229225.375000 Penalty: 3723.269531
	Iteration 6Q: 3 clusters Score -229225.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -229236.125000 Penalty: 3723.269531
	Iteration 7Q: 3 clusters Score -229236.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -229242.796875 Penalty: 3723.269531
	Iteration 8Q: 3 clusters Score -229242.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -229252.171875 Penalty: 3723.269531
	Iteration 9Q: 3 clusters Score -229252.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -229269.843750 Penalty: 3723.269531
	Iteration 10Q: 3 clusters Score -229269.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -229286.328125 Penalty: 3723.269531
	Iteration 11Q: 3 clusters Score -229286.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -229316.437500 Penalty: 3723.269531
	Iteration 12Q: 3 clusters Score -229316.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -229344.453125 Penalty: 3723.269531
	Iteration 13Q: 3 clusters Score -229344.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -229358.125000 Penalty: 3723.269531
	Iteration 14Q: 3 clusters Score -229358.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -229365.984375 Penalty: 3723.269531
	Iteration 15Q: 3 clusters Score -229366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -229370.546875 Penalty: 3723.269531
	Iteration 16Q: 3 clusters Score -229370.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -229375.640625 Penalty: 3723.269531
	Iteration 17Q: 3 clusters Score -229375.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -229381.750000 Penalty: 3723.269531
	Iteration 18Q: 3 clusters Score -229381.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -229387.000000 Penalty: 3723.269531
	Iteration 19Q: 3 clusters Score -229387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -229390.859375 Penalty: 3723.269531
	Iteration 20F: 3 clusters Score -229390.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -229394.671875 Penalty: 3723.269531
	Iteration 21Q: 3 clusters Score -229394.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -229402.875000 Penalty: 3723.269531
	Iteration 22Q: 3 clusters Score -229402.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -229410.328125 Penalty: 3723.269531
	Iteration 23Q: 3 clusters Score -229410.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -229414.218750 Penalty: 3723.269531
	Iteration 24Q: 3 clusters Score -229414.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -229419.734375 Penalty: 3723.269531
	Iteration 25Q: 3 clusters Score -229419.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -229429.593750 Penalty: 3723.269531
	Iteration 26Q: 3 clusters Score -229429.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -229445.281250 Penalty: 3723.269531
	Iteration 27Q: 3 clusters Score -229445.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -229463.890625 Penalty: 3723.269531
	Iteration 28Q: 3 clusters Score -229463.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -229484.156250 Penalty: 3723.269531
	Iteration 29Q: 3 clusters Score -229484.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -229512.718750 Penalty: 3723.269531
	Iteration 30Q: 3 clusters Score -229512.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -229558.828125 Penalty: 3723.269531
	Iteration 31Q: 3 clusters Score -229558.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -229640.812500 Penalty: 3723.269531
	Iteration 32Q: 3 clusters Score -229640.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -229807.078125 Penalty: 3723.269531
	Iteration 33Q: 3 clusters Score -229807.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -230038.250000 Penalty: 3723.269531
	Iteration 34F: 3 clusters Score -230038.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -230390.500000 Penalty: 3723.269531
	Iteration 35F: 3 clusters Score -230390.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -230898.390625 Penalty: 3723.269531
	Iteration 36F: 3 clusters Score -230898.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -231425.921875 Penalty: 3723.269531
	Iteration 37F: 3 clusters Score -231425.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -231579.234375 Penalty: 3723.269531
	Iteration 38Q: 3 clusters Score -231579.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -231668.890625 Penalty: 3723.269531
	Iteration 39Q: 3 clusters Score -231668.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -231686.359375 Penalty: 3723.269531
	Iteration 40F: 3 clusters Score -231686.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -231688.203125 Penalty: 3723.269531
	Iteration 41Q: 3 clusters Score -231688.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -231688.203125 Penalty: 3723.269531
	Iteration 42F: 3 clusters Score -231688.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 714 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 724 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 197 members 
Mstep: Class 37 contains 866 members 
Entering Unmasked Estep 
Score: -73845080.000000 Penalty: 121763.554688
Splitting cluster 18 changes total score from -73845760.000000 to -73845080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -299947.156250 Penalty: 1917.083374
	Iteration 0F: 2 clusters Score -299947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -297099.812500 Penalty: 3834.166748
	Iteration 0F: 3 clusters Score -297099.8 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -297640.875000 Penalty: 3834.166748
	Iteration 1F: 3 clusters Score -297640.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -297759.593750 Penalty: 3834.166748
	Iteration 2F: 3 clusters Score -297759.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -297834.000000 Penalty: 3834.166748
	Iteration 3Q: 3 clusters Score -297834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -297896.875000 Penalty: 3834.166748
	Iteration 4Q: 3 clusters Score -297896.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -297939.125000 Penalty: 3834.166748
	Iteration 5Q: 3 clusters Score -297939.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -297963.312500 Penalty: 3834.166748
	Iteration 6Q: 3 clusters Score -297963.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -297978.906250 Penalty: 3834.166748
	Iteration 7Q: 3 clusters Score -297978.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -297992.500000 Penalty: 3834.166748
	Iteration 8Q: 3 clusters Score -297992.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -298015.687500 Penalty: 3834.166748
	Iteration 9Q: 3 clusters Score -298015.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -298041.093750 Penalty: 3834.166748
	Iteration 10Q: 3 clusters Score -298041.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -298062.218750 Penalty: 3834.166748
	Iteration 11Q: 3 clusters Score -298062.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -298079.312500 Penalty: 3834.166748
	Iteration 12Q: 3 clusters Score -298079.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -298098.593750 Penalty: 3834.166748
	Iteration 13Q: 3 clusters Score -298098.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -298109.031250 Penalty: 3834.166748
	Iteration 14Q: 3 clusters Score -298109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -298124.968750 Penalty: 3834.166748
	Iteration 15Q: 3 clusters Score -298125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -298143.343750 Penalty: 3834.166748
	Iteration 16Q: 3 clusters Score -298143.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -298159.937500 Penalty: 3834.166748
	Iteration 17Q: 3 clusters Score -298159.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -298174.406250 Penalty: 3834.166748
	Iteration 18Q: 3 clusters Score -298174.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -298192.531250 Penalty: 3834.166748
	Iteration 19Q: 3 clusters Score -298192.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -298214.781250 Penalty: 3834.166748
	Iteration 20F: 3 clusters Score -298214.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -298244.375000 Penalty: 3834.166748
	Iteration 21Q: 3 clusters Score -298244.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -298277.062500 Penalty: 3834.166748
	Iteration 22Q: 3 clusters Score -298277.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -298316.125000 Penalty: 3834.166748
	Iteration 23Q: 3 clusters Score -298316.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -298364.968750 Penalty: 3834.166748
	Iteration 24Q: 3 clusters Score -298365 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -298438.125000 Penalty: 3834.166748
	Iteration 25Q: 3 clusters Score -298438.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -298525.156250 Penalty: 3834.166748
	Iteration 26Q: 3 clusters Score -298525.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -298616.562500 Penalty: 3834.166748
	Iteration 27Q: 3 clusters Score -298616.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -298700.312500 Penalty: 3834.166748
	Iteration 28Q: 3 clusters Score -298700.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -298757.375000 Penalty: 3834.166748
	Iteration 29Q: 3 clusters Score -298757.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -298803.968750 Penalty: 3834.166748
	Iteration 30Q: 3 clusters Score -298804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -298827.437500 Penalty: 3834.166748
	Iteration 31Q: 3 clusters Score -298827.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -298852.562500 Penalty: 3834.166748
	Iteration 32Q: 3 clusters Score -298852.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -298870.718750 Penalty: 3834.166748
	Iteration 33Q: 3 clusters Score -298870.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -298884.812500 Penalty: 3834.166748
	Iteration 34Q: 3 clusters Score -298884.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -298893.093750 Penalty: 3834.166748
	Iteration 35Q: 3 clusters Score -298893.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -298901.718750 Penalty: 3834.166748
	Iteration 36Q: 3 clusters Score -298901.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -298910.312500 Penalty: 3834.166748
	Iteration 37Q: 3 clusters Score -298910.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -298916.843750 Penalty: 3834.166748
	Iteration 38Q: 3 clusters Score -298916.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -298923.687500 Penalty: 3834.166748
	Iteration 39Q: 3 clusters Score -298923.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -298927.437500 Penalty: 3834.166748
	Iteration 40F: 3 clusters Score -298927.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -298931.781250 Penalty: 3834.166748
	Iteration 41Q: 3 clusters Score -298931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -298934.406250 Penalty: 3834.166748
	Iteration 42Q: 3 clusters Score -298934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -298936.593750 Penalty: 3834.166748
	Iteration 43Q: 3 clusters Score -298936.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -298944.875000 Penalty: 3834.166748
	Iteration 44Q: 3 clusters Score -298944.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -298949.468750 Penalty: 3834.166748
	Iteration 45Q: 3 clusters Score -298949.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -298952.312500 Penalty: 3834.166748
	Iteration 46Q: 3 clusters Score -298952.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -298953.312500 Penalty: 3834.166748
	Iteration 47Q: 3 clusters Score -298953.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -298953.187500 Penalty: 3834.166748
	Iteration 48Q: 3 clusters Score -298953.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -298953.187500 Penalty: 3834.166748
	Iteration 49F: 3 clusters Score -298953.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -84691.718750 Penalty: 1629.578979
	Iteration 0F: 2 clusters Score -84691.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83030.445312 Penalty: 3259.157959
	Iteration 0F: 3 clusters Score -83030.45 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83331.828125 Penalty: 3259.157959
	Iteration 1F: 3 clusters Score -83331.83 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83442.898438 Penalty: 3259.157959
	Iteration 2F: 3 clusters Score -83442.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83526.132812 Penalty: 3259.157959
	Iteration 3Q: 3 clusters Score -83526.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -83623.367188 Penalty: 3259.157959
	Iteration 4Q: 3 clusters Score -83623.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83684.187500 Penalty: 3259.157959
	Iteration 5Q: 3 clusters Score -83684.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83745.234375 Penalty: 3259.157959
	Iteration 6Q: 3 clusters Score -83745.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83798.515625 Penalty: 3259.157959
	Iteration 7Q: 3 clusters Score -83798.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83826.960938 Penalty: 3259.157959
	Iteration 8Q: 3 clusters Score -83826.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83853.234375 Penalty: 3259.157959
	Iteration 9Q: 3 clusters Score -83853.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83856.984375 Penalty: 3259.157959
	Iteration 10Q: 3 clusters Score -83856.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83865.171875 Penalty: 3259.157959
	Iteration 11Q: 3 clusters Score -83865.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83875.148438 Penalty: 3259.157959
	Iteration 12Q: 3 clusters Score -83875.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83878.367188 Penalty: 3259.157959
	Iteration 13Q: 3 clusters Score -83878.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83880.164062 Penalty: 3259.157959
	Iteration 14Q: 3 clusters Score -83880.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83880.164062 Penalty: 3259.157959
	Iteration 15F: 3 clusters Score -83880.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Entering Unmasked Estep 
Score: -1309776.375000 Penalty: 2301.152344
	Iteration 0F: 2 clusters Score -1309776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1301675.375000 Penalty: 4602.304688
	Iteration 0F: 3 clusters Score -1301675 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1304113.500000 Penalty: 4602.304688
	Iteration 1F: 3 clusters Score -1304114 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1304560.500000 Penalty: 4602.304688
	Iteration 2F: 3 clusters Score -1304560 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1305002.000000 Penalty: 4602.304688
	Iteration 3F: 3 clusters Score -1305002 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1305450.750000 Penalty: 4602.304688
	Iteration 4F: 3 clusters Score -1305451 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1305830.375000 Penalty: 4602.304688
	Iteration 5F: 3 clusters Score -1305830 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1306222.375000 Penalty: 4602.304688
	Iteration 6F: 3 clusters Score -1306222 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1306581.250000 Penalty: 4602.304688
	Iteration 7F: 3 clusters Score -1306581 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1306875.250000 Penalty: 4602.304688
	Iteration 8Q: 3 clusters Score -1306875 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1307118.000000 Penalty: 4602.304688
	Iteration 9Q: 3 clusters Score -1307118 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1307321.125000 Penalty: 4602.304688
	Iteration 10Q: 3 clusters Score -1307321 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1307478.500000 Penalty: 4602.304688
	Iteration 11Q: 3 clusters Score -1307478 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1307627.625000 Penalty: 4602.304688
	Iteration 12Q: 3 clusters Score -1307628 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1307783.625000 Penalty: 4602.304688
	Iteration 13Q: 3 clusters Score -1307784 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1307925.875000 Penalty: 4602.304688
	Iteration 14Q: 3 clusters Score -1307926 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1308060.750000 Penalty: 4602.304688
	Iteration 15Q: 3 clusters Score -1308061 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1308185.375000 Penalty: 4602.304688
	Iteration 16Q: 3 clusters Score -1308185 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1308309.875000 Penalty: 4602.304688
	Iteration 17Q: 3 clusters Score -1308310 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1308385.875000 Penalty: 4602.304688
	Iteration 18Q: 3 clusters Score -1308386 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1308448.250000 Penalty: 4602.304688
	Iteration 19Q: 3 clusters Score -1308448 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1308484.375000 Penalty: 4602.304688
	Iteration 20F: 3 clusters Score -1308484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1308511.000000 Penalty: 4602.304688
	Iteration 21Q: 3 clusters Score -1308511 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1308527.875000 Penalty: 4602.304688
	Iteration 22Q: 3 clusters Score -1308528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1308537.250000 Penalty: 4602.304688
	Iteration 23Q: 3 clusters Score -1308537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1308547.500000 Penalty: 4602.304688
	Iteration 24Q: 3 clusters Score -1308548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1308553.125000 Penalty: 4602.304688
	Iteration 25Q: 3 clusters Score -1308553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1308565.125000 Penalty: 4602.304688
	Iteration 26Q: 3 clusters Score -1308565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1308575.250000 Penalty: 4602.304688
	Iteration 27Q: 3 clusters Score -1308575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1308599.500000 Penalty: 4602.304688
	Iteration 28Q: 3 clusters Score -1308600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1308646.875000 Penalty: 4602.304688
	Iteration 29Q: 3 clusters Score -1308647 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1308737.125000 Penalty: 4602.304688
	Iteration 30Q: 3 clusters Score -1308737 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1308795.000000 Penalty: 4602.304688
	Iteration 31Q: 3 clusters Score -1308795 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1308820.500000 Penalty: 4602.304688
	Iteration 32Q: 3 clusters Score -1308820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1308829.375000 Penalty: 4602.304688
	Iteration 33Q: 3 clusters Score -1308829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1308836.375000 Penalty: 4602.304688
	Iteration 34Q: 3 clusters Score -1308836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1308838.875000 Penalty: 4602.304688
	Iteration 35Q: 3 clusters Score -1308839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1308840.625000 Penalty: 4602.304688
	Iteration 36Q: 3 clusters Score -1308841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1308846.750000 Penalty: 4602.304688
	Iteration 37Q: 3 clusters Score -1308847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1308848.625000 Penalty: 4602.304688
	Iteration 38Q: 3 clusters Score -1308849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1308854.500000 Penalty: 4602.304688
	Iteration 39Q: 3 clusters Score -1308854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1308861.000000 Penalty: 4602.304688
	Iteration 40F: 3 clusters Score -1308861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1308864.375000 Penalty: 4602.304688
	Iteration 41Q: 3 clusters Score -1308864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1308866.625000 Penalty: 4602.304688
	Iteration 42Q: 3 clusters Score -1308867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1308868.750000 Penalty: 4602.304688
	Iteration 43Q: 3 clusters Score -1308869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1308868.750000 Penalty: 4602.304688
	Iteration 44Q: 3 clusters Score -1308869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1308869.500000 Penalty: 4602.304688
	Iteration 45Q: 3 clusters Score -1308870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1308869.500000 Penalty: 4602.304688
	Iteration 46F: 3 clusters Score -1308870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Entering Unmasked Estep 
Score: -2476279.000000 Penalty: 2445.566162
	Iteration 0F: 2 clusters Score -2476279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2462718.500000 Penalty: 4891.132324
	Iteration 0F: 3 clusters Score -2462718 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2467347.250000 Penalty: 4891.132324
	Iteration 1F: 3 clusters Score -2467347 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2467904.750000 Penalty: 4891.132324
	Iteration 2F: 3 clusters Score -2467905 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2468634.250000 Penalty: 4891.132324
	Iteration 3F: 3 clusters Score -2468634 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2469535.500000 Penalty: 4891.132324
	Iteration 4F: 3 clusters Score -2469536 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2470501.500000 Penalty: 4891.132324
	Iteration 5F: 3 clusters Score -2470502 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2471308.750000 Penalty: 4891.132324
	Iteration 6F: 3 clusters Score -2471309 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2471966.250000 Penalty: 4891.132324
	Iteration 7F: 3 clusters Score -2471966 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2472474.500000 Penalty: 4891.132324
	Iteration 8F: 3 clusters Score -2472474 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2472867.500000 Penalty: 4891.132324
	Iteration 9Q: 3 clusters Score -2472868 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2473201.250000 Penalty: 4891.132324
	Iteration 10Q: 3 clusters Score -2473201 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2473492.000000 Penalty: 4891.132324
	Iteration 11Q: 3 clusters Score -2473492 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2473756.750000 Penalty: 4891.132324
	Iteration 12Q: 3 clusters Score -2473757 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2474016.250000 Penalty: 4891.132324
	Iteration 13Q: 3 clusters Score -2474016 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2474271.000000 Penalty: 4891.132324
	Iteration 14Q: 3 clusters Score -2474271 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2474558.750000 Penalty: 4891.132324
	Iteration 15Q: 3 clusters Score -2474559 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2474849.250000 Penalty: 4891.132324
	Iteration 16Q: 3 clusters Score -2474849 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2475135.750000 Penalty: 4891.132324
	Iteration 17Q: 3 clusters Score -2475136 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2475391.000000 Penalty: 4891.132324
	Iteration 18Q: 3 clusters Score -2475391 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2475584.500000 Penalty: 4891.132324
	Iteration 19Q: 3 clusters Score -2475584 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2475728.000000 Penalty: 4891.132324
	Iteration 20F: 3 clusters Score -2475728 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2475790.750000 Penalty: 4891.132324
	Iteration 21Q: 3 clusters Score -2475791 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2475831.500000 Penalty: 4891.132324
	Iteration 22Q: 3 clusters Score -2475832 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2475864.750000 Penalty: 4891.132324
	Iteration 23Q: 3 clusters Score -2475865 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2475889.500000 Penalty: 4891.132324
	Iteration 24Q: 3 clusters Score -2475890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2475909.500000 Penalty: 4891.132324
	Iteration 25Q: 3 clusters Score -2475910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2475920.000000 Penalty: 4891.132324
	Iteration 26Q: 3 clusters Score -2475920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2475930.500000 Penalty: 4891.132324
	Iteration 27Q: 3 clusters Score -2475930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2475934.000000 Penalty: 4891.132324
	Iteration 28Q: 3 clusters Score -2475934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2475947.000000 Penalty: 4891.132324
	Iteration 29Q: 3 clusters Score -2475947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2475947.000000 Penalty: 4891.132324
	Iteration 30Q: 3 clusters Score -2475947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2475947.500000 Penalty: 4891.132324
	Iteration 31Q: 3 clusters Score -2475948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2475944.750000 Penalty: 4891.132324
	Iteration 32Q: 3 clusters Score -2475945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2475944.750000 Penalty: 4891.132324
	Iteration 33F: 3 clusters Score -2475945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Entering Unmasked Estep 
Score: -1532559.250000 Penalty: 2325.694824
	Iteration 0F: 2 clusters Score -1532559 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 5803 members 
Entering Unmasked Estep 
Score: -1523692.500000 Penalty: 4651.389648
	Iteration 0F: 3 clusters Score -1523692 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1526420.250000 Penalty: 4651.389648
	Iteration 1F: 3 clusters Score -1526420 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1526718.375000 Penalty: 4651.389648
	Iteration 2F: 3 clusters Score -1526718 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1526920.750000 Penalty: 4651.389648
	Iteration 3Q: 3 clusters Score -1526921 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1527106.875000 Penalty: 4651.389648
	Iteration 4Q: 3 clusters Score -1527107 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1527286.125000 Penalty: 4651.389648
	Iteration 5Q: 3 clusters Score -1527286 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1527466.125000 Penalty: 4651.389648
	Iteration 6Q: 3 clusters Score -1527466 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1527635.375000 Penalty: 4651.389648
	Iteration 7Q: 3 clusters Score -1527635 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1527836.500000 Penalty: 4651.389648
	Iteration 8Q: 3 clusters Score -1527836 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1528051.625000 Penalty: 4651.389648
	Iteration 9Q: 3 clusters Score -1528052 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1528301.750000 Penalty: 4651.389648
	Iteration 10Q: 3 clusters Score -1528302 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1528556.250000 Penalty: 4651.389648
	Iteration 11Q: 3 clusters Score -1528556 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1528794.250000 Penalty: 4651.389648
	Iteration 12Q: 3 clusters Score -1528794 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1529022.875000 Penalty: 4651.389648
	Iteration 13Q: 3 clusters Score -1529023 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1529223.875000 Penalty: 4651.389648
	Iteration 14Q: 3 clusters Score -1529224 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1529440.500000 Penalty: 4651.389648
	Iteration 15Q: 3 clusters Score -1529440 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1529642.000000 Penalty: 4651.389648
	Iteration 16Q: 3 clusters Score -1529642 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1529782.625000 Penalty: 4651.389648
	Iteration 17Q: 3 clusters Score -1529783 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1529896.000000 Penalty: 4651.389648
	Iteration 18Q: 3 clusters Score -1529896 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1529983.000000 Penalty: 4651.389648
	Iteration 19Q: 3 clusters Score -1529983 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1530070.250000 Penalty: 4651.389648
	Iteration 20F: 3 clusters Score -1530070 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1530156.250000 Penalty: 4651.389648
	Iteration 21Q: 3 clusters Score -1530156 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1530234.375000 Penalty: 4651.389648
	Iteration 22Q: 3 clusters Score -1530234 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1530296.250000 Penalty: 4651.389648
	Iteration 23Q: 3 clusters Score -1530296 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1530342.000000 Penalty: 4651.389648
	Iteration 24Q: 3 clusters Score -1530342 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1530375.500000 Penalty: 4651.389648
	Iteration 25Q: 3 clusters Score -1530376 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1530412.375000 Penalty: 4651.389648
	Iteration 26Q: 3 clusters Score -1530412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1530453.500000 Penalty: 4651.389648
	Iteration 27Q: 3 clusters Score -1530454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1530482.750000 Penalty: 4651.389648
	Iteration 28Q: 3 clusters Score -1530483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1530514.875000 Penalty: 4651.389648
	Iteration 29Q: 3 clusters Score -1530515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1530532.625000 Penalty: 4651.389648
	Iteration 30Q: 3 clusters Score -1530533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1530546.625000 Penalty: 4651.389648
	Iteration 31Q: 3 clusters Score -1530547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1530551.250000 Penalty: 4651.389648
	Iteration 32Q: 3 clusters Score -1530551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1530558.375000 Penalty: 4651.389648
	Iteration 33Q: 3 clusters Score -1530558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1530566.750000 Penalty: 4651.389648
	Iteration 34Q: 3 clusters Score -1530567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1530568.125000 Penalty: 4651.389648
	Iteration 35Q: 3 clusters Score -1530568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1530569.250000 Penalty: 4651.389648
	Iteration 36Q: 3 clusters Score -1530569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1530573.500000 Penalty: 4651.389648
	Iteration 37Q: 3 clusters Score -1530574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1530577.250000 Penalty: 4651.389648
	Iteration 38Q: 3 clusters Score -1530577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1530577.250000 Penalty: 4651.389648
	Iteration 39Q: 3 clusters Score -1530577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1530581.250000 Penalty: 4651.389648
	Iteration 40F: 3 clusters Score -1530581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1530586.375000 Penalty: 4651.389648
	Iteration 41Q: 3 clusters Score -1530586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1530591.750000 Penalty: 4651.389648
	Iteration 42Q: 3 clusters Score -1530592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1530599.750000 Penalty: 4651.389648
	Iteration 43Q: 3 clusters Score -1530600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1530603.500000 Penalty: 4651.389648
	Iteration 44Q: 3 clusters Score -1530604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1530611.250000 Penalty: 4651.389648
	Iteration 45Q: 3 clusters Score -1530611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1530616.250000 Penalty: 4651.389648
	Iteration 46Q: 3 clusters Score -1530616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1530620.500000 Penalty: 4651.389648
	Iteration 47Q: 3 clusters Score -1530620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1530625.125000 Penalty: 4651.389648
	Iteration 48Q: 3 clusters Score -1530625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1530625.250000 Penalty: 4651.389648
	Iteration 49Q: 3 clusters Score -1530625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1530626.375000 Penalty: 4651.389648
	Iteration 50Q: 3 clusters Score -1530626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1530630.625000 Penalty: 4651.389648
	Iteration 51Q: 3 clusters Score -1530631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1530633.125000 Penalty: 4651.389648
	Iteration 52Q: 3 clusters Score -1530633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1530634.750000 Penalty: 4651.389648
	Iteration 53Q: 3 clusters Score -1530635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1530636.500000 Penalty: 4651.389648
	Iteration 54Q: 3 clusters Score -1530636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1530637.125000 Penalty: 4651.389648
	Iteration 55Q: 3 clusters Score -1530637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1530639.125000 Penalty: 4651.389648
	Iteration 56Q: 3 clusters Score -1530639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1530639.125000 Penalty: 4651.389648
	Iteration 57F: 3 clusters Score -1530639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (96953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96953 members 
Entering Unmasked Estep 
Score: -12754798.000000 Penalty: 2847.531250
	Iteration 0F: 2 clusters Score -1.27548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -12689939.000000 Penalty: 5695.062500
	Iteration 0F: 3 clusters Score -1.268994e+07 nChanged 45925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -12715852.000000 Penalty: 5695.062500
	Iteration 1F: 3 clusters Score -1.271585e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -12716673.000000 Penalty: 5695.062500
	Iteration 2Q: 3 clusters Score -1.271667e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -12717612.000000 Penalty: 5695.062500
	Iteration 3Q: 3 clusters Score -1.271761e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -12718978.000000 Penalty: 5695.062500
	Iteration 4Q: 3 clusters Score -1.271898e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -12720764.000000 Penalty: 5695.062500
	Iteration 5Q: 3 clusters Score -1.272076e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -12722959.000000 Penalty: 5695.062500
	Iteration 6Q: 3 clusters Score -1.272296e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -12725443.000000 Penalty: 5695.062500
	Iteration 7F: 3 clusters Score -1.272544e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -12727830.000000 Penalty: 5695.062500
	Iteration 8F: 3 clusters Score -1.272783e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -12729800.000000 Penalty: 5695.062500
	Iteration 9Q: 3 clusters Score -1.27298e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -12731436.000000 Penalty: 5695.062500
	Iteration 10Q: 3 clusters Score -1.273144e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -12732897.000000 Penalty: 5695.062500
	Iteration 11Q: 3 clusters Score -1.27329e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -12734068.000000 Penalty: 5695.062500
	Iteration 12Q: 3 clusters Score -1.273407e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -12735077.000000 Penalty: 5695.062500
	Iteration 13Q: 3 clusters Score -1.273508e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67495 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -12736199.000000 Penalty: 5695.062500
	Iteration 14Q: 3 clusters Score -1.27362e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -12737412.000000 Penalty: 5695.062500
	Iteration 15Q: 3 clusters Score -1.273741e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73021 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -12738766.000000 Penalty: 5695.062500
	Iteration 16Q: 3 clusters Score -1.273877e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -12740051.000000 Penalty: 5695.062500
	Iteration 17Q: 3 clusters Score -1.274005e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78665 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -12741506.000000 Penalty: 5695.062500
	Iteration 18Q: 3 clusters Score -1.274151e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81468 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -12742922.000000 Penalty: 5695.062500
	Iteration 19Q: 3 clusters Score -1.274292e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -12744403.000000 Penalty: 5695.062500
	Iteration 20F: 3 clusters Score -1.27444e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86821 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -12745946.000000 Penalty: 5695.062500
	Iteration 21Q: 3 clusters Score -1.274595e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89176 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -12747557.000000 Penalty: 5695.062500
	Iteration 22Q: 3 clusters Score -1.274756e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91228 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -12748773.000000 Penalty: 5695.062500
	Iteration 23Q: 3 clusters Score -1.274877e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92884 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -12749948.000000 Penalty: 5695.062500
	Iteration 24Q: 3 clusters Score -1.274995e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94108 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -12750768.000000 Penalty: 5695.062500
	Iteration 25Q: 3 clusters Score -1.275077e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94929 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -12751343.000000 Penalty: 5695.062500
	Iteration 26Q: 3 clusters Score -1.275134e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95497 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -12751704.000000 Penalty: 5695.062500
	Iteration 27Q: 3 clusters Score -1.27517e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95853 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -12751942.000000 Penalty: 5695.062500
	Iteration 28Q: 3 clusters Score -1.275194e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96053 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -12752069.000000 Penalty: 5695.062500
	Iteration 29Q: 3 clusters Score -1.275207e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96176 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -12752165.000000 Penalty: 5695.062500
	Iteration 30Q: 3 clusters Score -1.275216e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96260 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12752235.000000 Penalty: 5695.062500
	Iteration 31Q: 3 clusters Score -1.275224e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96309 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -12752265.000000 Penalty: 5695.062500
	Iteration 32Q: 3 clusters Score -1.275226e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96347 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -12752309.000000 Penalty: 5695.062500
	Iteration 33Q: 3 clusters Score -1.275231e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96376 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -12752324.000000 Penalty: 5695.062500
	Iteration 34Q: 3 clusters Score -1.275232e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96400 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -12752343.000000 Penalty: 5695.062500
	Iteration 35Q: 3 clusters Score -1.275234e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96423 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -12752360.000000 Penalty: 5695.062500
	Iteration 36Q: 3 clusters Score -1.275236e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96441 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -12752392.000000 Penalty: 5695.062500
	Iteration 37Q: 3 clusters Score -1.275239e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96458 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12752396.000000 Penalty: 5695.062500
	Iteration 38Q: 3 clusters Score -1.27524e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96469 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12752406.000000 Penalty: 5695.062500
	Iteration 39Q: 3 clusters Score -1.275241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96477 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -12752398.000000 Penalty: 5695.062500
	Iteration 40F: 3 clusters Score -1.27524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96487 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -12752423.000000 Penalty: 5695.062500
	Iteration 41Q: 3 clusters Score -1.275242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96496 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -12752434.000000 Penalty: 5695.062500
	Iteration 42Q: 3 clusters Score -1.275243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96502 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -12752439.000000 Penalty: 5695.062500
	Iteration 43Q: 3 clusters Score -1.275244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96501 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -12752434.000000 Penalty: 5695.062500
	Iteration 44Q: 3 clusters Score -1.275243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96502 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -12752437.000000 Penalty: 5695.062500
	Iteration 45Q: 3 clusters Score -1.275244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96502 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -12752435.000000 Penalty: 5695.062500
	Iteration 46Q: 3 clusters Score -1.275244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96503 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -12752441.000000 Penalty: 5695.062500
	Iteration 47Q: 3 clusters Score -1.275244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96503 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -12752441.000000 Penalty: 5695.062500
	Iteration 48F: 3 clusters Score -1.275244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Entering Unmasked Estep 
Score: -302614.593750 Penalty: 1927.015381
	Iteration 0F: 2 clusters Score -302614.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -299760.250000 Penalty: 3854.030762
	Iteration 0F: 3 clusters Score -299760.2 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -300324.125000 Penalty: 3854.030762
	Iteration 1F: 3 clusters Score -300324.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -300528.437500 Penalty: 3854.030762
	Iteration 2F: 3 clusters Score -300528.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -300642.750000 Penalty: 3854.030762
	Iteration 3F: 3 clusters Score -300642.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -300709.031250 Penalty: 3854.030762
	Iteration 4Q: 3 clusters Score -300709 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -300756.625000 Penalty: 3854.030762
	Iteration 5Q: 3 clusters Score -300756.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -300799.500000 Penalty: 3854.030762
	Iteration 6Q: 3 clusters Score -300799.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -300831.187500 Penalty: 3854.030762
	Iteration 7Q: 3 clusters Score -300831.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -300854.531250 Penalty: 3854.030762
	Iteration 8Q: 3 clusters Score -300854.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -300877.093750 Penalty: 3854.030762
	Iteration 9Q: 3 clusters Score -300877.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -300890.250000 Penalty: 3854.030762
	Iteration 10Q: 3 clusters Score -300890.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -300901.656250 Penalty: 3854.030762
	Iteration 11Q: 3 clusters Score -300901.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -300912.875000 Penalty: 3854.030762
	Iteration 12Q: 3 clusters Score -300912.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -300927.625000 Penalty: 3854.030762
	Iteration 13Q: 3 clusters Score -300927.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -300944.031250 Penalty: 3854.030762
	Iteration 14Q: 3 clusters Score -300944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -300966.156250 Penalty: 3854.030762
	Iteration 15Q: 3 clusters Score -300966.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -300974.875000 Penalty: 3854.030762
	Iteration 16Q: 3 clusters Score -300974.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -300987.187500 Penalty: 3854.030762
	Iteration 17Q: 3 clusters Score -300987.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -300999.093750 Penalty: 3854.030762
	Iteration 18Q: 3 clusters Score -300999.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -301014.562500 Penalty: 3854.030762
	Iteration 19Q: 3 clusters Score -301014.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -301021.375000 Penalty: 3854.030762
	Iteration 20F: 3 clusters Score -301021.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -301026.656250 Penalty: 3854.030762
	Iteration 21Q: 3 clusters Score -301026.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -301033.406250 Penalty: 3854.030762
	Iteration 22Q: 3 clusters Score -301033.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -301047.812500 Penalty: 3854.030762
	Iteration 23Q: 3 clusters Score -301047.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -301063.687500 Penalty: 3854.030762
	Iteration 24Q: 3 clusters Score -301063.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -301076.531250 Penalty: 3854.030762
	Iteration 25Q: 3 clusters Score -301076.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -301084.406250 Penalty: 3854.030762
	Iteration 26Q: 3 clusters Score -301084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -301089.625000 Penalty: 3854.030762
	Iteration 27Q: 3 clusters Score -301089.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -301091.843750 Penalty: 3854.030762
	Iteration 28Q: 3 clusters Score -301091.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -301094.750000 Penalty: 3854.030762
	Iteration 29Q: 3 clusters Score -301094.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -301096.375000 Penalty: 3854.030762
	Iteration 30Q: 3 clusters Score -301096.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -301099.343750 Penalty: 3854.030762
	Iteration 31Q: 3 clusters Score -301099.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -301102.968750 Penalty: 3854.030762
	Iteration 32Q: 3 clusters Score -301103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -301104.906250 Penalty: 3854.030762
	Iteration 33Q: 3 clusters Score -301104.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -301104.843750 Penalty: 3854.030762
	Iteration 34Q: 3 clusters Score -301104.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -301106.343750 Penalty: 3854.030762
	Iteration 35Q: 3 clusters Score -301106.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -301106.875000 Penalty: 3854.030762
	Iteration 36Q: 3 clusters Score -301106.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -301108.218750 Penalty: 3854.030762
	Iteration 37Q: 3 clusters Score -301108.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -301108.218750 Penalty: 3854.030762
	Iteration 38F: 3 clusters Score -301108.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -82070.289062 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -82070.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -80402.531250 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -80402.53 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -80665.140625 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -80665.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -80775.757812 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -80775.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -80831.492188 Penalty: 3227.609619
	Iteration 3Q: 3 clusters Score -80831.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -80862.437500 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -80862.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80889.429688 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -80889.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -80943.734375 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -80943.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -80978.687500 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -80978.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -80991.117188 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -80991.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80997.210938 Penalty: 3227.609619
	Iteration 9Q: 3 clusters Score -80997.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81006.921875 Penalty: 3227.609619
	Iteration 10Q: 3 clusters Score -81006.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81022.101562 Penalty: 3227.609619
	Iteration 11Q: 3 clusters Score -81022.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81043.515625 Penalty: 3227.609619
	Iteration 12Q: 3 clusters Score -81043.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81058.367188 Penalty: 3227.609619
	Iteration 13Q: 3 clusters Score -81058.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81080.804688 Penalty: 3227.609619
	Iteration 14Q: 3 clusters Score -81080.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81098.007812 Penalty: 3227.609619
	Iteration 15Q: 3 clusters Score -81098.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81121.656250 Penalty: 3227.609619
	Iteration 16Q: 3 clusters Score -81121.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81144.703125 Penalty: 3227.609619
	Iteration 17Q: 3 clusters Score -81144.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81160.867188 Penalty: 3227.609619
	Iteration 18Q: 3 clusters Score -81160.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81179.929688 Penalty: 3227.609619
	Iteration 19Q: 3 clusters Score -81179.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81192.171875 Penalty: 3227.609619
	Iteration 20F: 3 clusters Score -81192.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81199.500000 Penalty: 3227.609619
	Iteration 21Q: 3 clusters Score -81199.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81212.937500 Penalty: 3227.609619
	Iteration 22Q: 3 clusters Score -81212.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81219.914062 Penalty: 3227.609619
	Iteration 23Q: 3 clusters Score -81219.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81226.460938 Penalty: 3227.609619
	Iteration 24Q: 3 clusters Score -81226.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81235.710938 Penalty: 3227.609619
	Iteration 25Q: 3 clusters Score -81235.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -81256.679688 Penalty: 3227.609619
	Iteration 26Q: 3 clusters Score -81256.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81281.273438 Penalty: 3227.609619
	Iteration 27Q: 3 clusters Score -81281.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -81288.195312 Penalty: 3227.609619
	Iteration 28Q: 3 clusters Score -81288.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81293.156250 Penalty: 3227.609619
	Iteration 29Q: 3 clusters Score -81293.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -81304.429688 Penalty: 3227.609619
	Iteration 30Q: 3 clusters Score -81304.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81332.546875 Penalty: 3227.609619
	Iteration 31Q: 3 clusters Score -81332.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -81350.328125 Penalty: 3227.609619
	Iteration 32Q: 3 clusters Score -81350.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -81359.398438 Penalty: 3227.609619
	Iteration 33Q: 3 clusters Score -81359.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81379.296875 Penalty: 3227.609619
	Iteration 34Q: 3 clusters Score -81379.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -81427.789062 Penalty: 3227.609619
	Iteration 35Q: 3 clusters Score -81427.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -81462.742188 Penalty: 3227.609619
	Iteration 36Q: 3 clusters Score -81462.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81485.750000 Penalty: 3227.609619
	Iteration 37Q: 3 clusters Score -81485.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -81488.281250 Penalty: 3227.609619
	Iteration 38Q: 3 clusters Score -81488.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -81488.281250 Penalty: 3227.609619
	Iteration 39F: 3 clusters Score -81488.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Entering Unmasked Estep 
Score: -595080.000000 Penalty: 2105.934326
	Iteration 0F: 2 clusters Score -595080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -590662.812500 Penalty: 4211.868652
	Iteration 0F: 3 clusters Score -590662.8 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -591840.500000 Penalty: 4211.868652
	Iteration 1F: 3 clusters Score -591840.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -592239.375000 Penalty: 4211.868652
	Iteration 2F: 3 clusters Score -592239.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -592567.562500 Penalty: 4211.868652
	Iteration 3F: 3 clusters Score -592567.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -592845.250000 Penalty: 4211.868652
	Iteration 4F: 3 clusters Score -592845.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -593077.750000 Penalty: 4211.868652
	Iteration 5F: 3 clusters Score -593077.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -593261.937500 Penalty: 4211.868652
	Iteration 6Q: 3 clusters Score -593261.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -593385.562500 Penalty: 4211.868652
	Iteration 7Q: 3 clusters Score -593385.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -593467.500000 Penalty: 4211.868652
	Iteration 8Q: 3 clusters Score -593467.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -593536.562500 Penalty: 4211.868652
	Iteration 9Q: 3 clusters Score -593536.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -593578.625000 Penalty: 4211.868652
	Iteration 10Q: 3 clusters Score -593578.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -593616.062500 Penalty: 4211.868652
	Iteration 11Q: 3 clusters Score -593616.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -593646.250000 Penalty: 4211.868652
	Iteration 12Q: 3 clusters Score -593646.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -593689.250000 Penalty: 4211.868652
	Iteration 13Q: 3 clusters Score -593689.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -593741.687500 Penalty: 4211.868652
	Iteration 14Q: 3 clusters Score -593741.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -593812.250000 Penalty: 4211.868652
	Iteration 15Q: 3 clusters Score -593812.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -593877.187500 Penalty: 4211.868652
	Iteration 16Q: 3 clusters Score -593877.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -593942.312500 Penalty: 4211.868652
	Iteration 17Q: 3 clusters Score -593942.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -594003.500000 Penalty: 4211.868652
	Iteration 18Q: 3 clusters Score -594003.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -594056.625000 Penalty: 4211.868652
	Iteration 19Q: 3 clusters Score -594056.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -594100.125000 Penalty: 4211.868652
	Iteration 20F: 3 clusters Score -594100.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -594131.312500 Penalty: 4211.868652
	Iteration 21Q: 3 clusters Score -594131.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -594149.937500 Penalty: 4211.868652
	Iteration 22Q: 3 clusters Score -594149.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -594168.125000 Penalty: 4211.868652
	Iteration 23Q: 3 clusters Score -594168.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -594178.125000 Penalty: 4211.868652
	Iteration 24Q: 3 clusters Score -594178.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -594187.500000 Penalty: 4211.868652
	Iteration 25Q: 3 clusters Score -594187.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -594195.437500 Penalty: 4211.868652
	Iteration 26Q: 3 clusters Score -594195.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -594200.062500 Penalty: 4211.868652
	Iteration 27Q: 3 clusters Score -594200.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -594203.187500 Penalty: 4211.868652
	Iteration 28Q: 3 clusters Score -594203.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -594208.312500 Penalty: 4211.868652
	Iteration 29Q: 3 clusters Score -594208.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -594213.062500 Penalty: 4211.868652
	Iteration 30Q: 3 clusters Score -594213.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -594223.625000 Penalty: 4211.868652
	Iteration 31Q: 3 clusters Score -594223.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -594231.875000 Penalty: 4211.868652
	Iteration 32Q: 3 clusters Score -594231.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -594242.937500 Penalty: 4211.868652
	Iteration 33Q: 3 clusters Score -594242.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -594262.625000 Penalty: 4211.868652
	Iteration 34Q: 3 clusters Score -594262.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -594279.562500 Penalty: 4211.868652
	Iteration 35Q: 3 clusters Score -594279.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -594293.437500 Penalty: 4211.868652
	Iteration 36Q: 3 clusters Score -594293.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -594304.125000 Penalty: 4211.868652
	Iteration 37Q: 3 clusters Score -594304.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -594309.750000 Penalty: 4211.868652
	Iteration 38Q: 3 clusters Score -594309.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -594314.750000 Penalty: 4211.868652
	Iteration 39Q: 3 clusters Score -594314.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -594323.250000 Penalty: 4211.868652
	Iteration 40F: 3 clusters Score -594323.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -594328.000000 Penalty: 4211.868652
	Iteration 41Q: 3 clusters Score -594328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -594329.000000 Penalty: 4211.868652
	Iteration 42Q: 3 clusters Score -594329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -594330.062500 Penalty: 4211.868652
	Iteration 43Q: 3 clusters Score -594330.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -594333.875000 Penalty: 4211.868652
	Iteration 44Q: 3 clusters Score -594333.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -594336.812500 Penalty: 4211.868652
	Iteration 45Q: 3 clusters Score -594336.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -594337.562500 Penalty: 4211.868652
	Iteration 46Q: 3 clusters Score -594337.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -594339.000000 Penalty: 4211.868652
	Iteration 47Q: 3 clusters Score -594339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -594341.625000 Penalty: 4211.868652
	Iteration 48Q: 3 clusters Score -594341.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -594341.750000 Penalty: 4211.868652
	Iteration 49Q: 3 clusters Score -594341.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -594342.375000 Penalty: 4211.868652
	Iteration 50Q: 3 clusters Score -594342.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -594342.562500 Penalty: 4211.868652
	Iteration 51Q: 3 clusters Score -594342.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -594342.562500 Penalty: 4211.868652
	Iteration 52F: 3 clusters Score -594342.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -600672.375000 Penalty: 2085.527588
	Iteration 0F: 2 clusters Score -600672.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -596463.937500 Penalty: 4171.055176
	Iteration 0F: 3 clusters Score -596463.9 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -597419.125000 Penalty: 4171.055176
	Iteration 1F: 3 clusters Score -597419.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -597612.062500 Penalty: 4171.055176
	Iteration 2F: 3 clusters Score -597612.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -597720.562500 Penalty: 4171.055176
	Iteration 3Q: 3 clusters Score -597720.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -597779.687500 Penalty: 4171.055176
	Iteration 4Q: 3 clusters Score -597779.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -597819.750000 Penalty: 4171.055176
	Iteration 5Q: 3 clusters Score -597819.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -597849.125000 Penalty: 4171.055176
	Iteration 6Q: 3 clusters Score -597849.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -597868.250000 Penalty: 4171.055176
	Iteration 7Q: 3 clusters Score -597868.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -597883.937500 Penalty: 4171.055176
	Iteration 8Q: 3 clusters Score -597883.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -597900.500000 Penalty: 4171.055176
	Iteration 9Q: 3 clusters Score -597900.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -597915.437500 Penalty: 4171.055176
	Iteration 10Q: 3 clusters Score -597915.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -597927.250000 Penalty: 4171.055176
	Iteration 11Q: 3 clusters Score -597927.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -597934.437500 Penalty: 4171.055176
	Iteration 12Q: 3 clusters Score -597934.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -597941.375000 Penalty: 4171.055176
	Iteration 13Q: 3 clusters Score -597941.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -597946.812500 Penalty: 4171.055176
	Iteration 14Q: 3 clusters Score -597946.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -597953.375000 Penalty: 4171.055176
	Iteration 15Q: 3 clusters Score -597953.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -597958.187500 Penalty: 4171.055176
	Iteration 16Q: 3 clusters Score -597958.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -597963.250000 Penalty: 4171.055176
	Iteration 17Q: 3 clusters Score -597963.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -597967.562500 Penalty: 4171.055176
	Iteration 18Q: 3 clusters Score -597967.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -597972.687500 Penalty: 4171.055176
	Iteration 19Q: 3 clusters Score -597972.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -597976.125000 Penalty: 4171.055176
	Iteration 20F: 3 clusters Score -597976.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -597979.875000 Penalty: 4171.055176
	Iteration 21Q: 3 clusters Score -597979.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -597983.375000 Penalty: 4171.055176
	Iteration 22Q: 3 clusters Score -597983.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -597985.812500 Penalty: 4171.055176
	Iteration 23Q: 3 clusters Score -597985.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -597987.500000 Penalty: 4171.055176
	Iteration 24Q: 3 clusters Score -597987.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -597990.187500 Penalty: 4171.055176
	Iteration 25Q: 3 clusters Score -597990.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -597991.312500 Penalty: 4171.055176
	Iteration 26Q: 3 clusters Score -597991.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -597992.125000 Penalty: 4171.055176
	Iteration 27Q: 3 clusters Score -597992.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -597992.812500 Penalty: 4171.055176
	Iteration 28Q: 3 clusters Score -597992.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -597992.687500 Penalty: 4171.055176
	Iteration 29Q: 3 clusters Score -597992.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -597994.937500 Penalty: 4171.055176
	Iteration 30Q: 3 clusters Score -597994.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -597996.500000 Penalty: 4171.055176
	Iteration 31Q: 3 clusters Score -597996.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -597997.937500 Penalty: 4171.055176
	Iteration 32Q: 3 clusters Score -597997.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -597998.562500 Penalty: 4171.055176
	Iteration 33Q: 3 clusters Score -597998.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -598000.437500 Penalty: 4171.055176
	Iteration 34Q: 3 clusters Score -598000.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -598003.125000 Penalty: 4171.055176
	Iteration 35Q: 3 clusters Score -598003.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -598005.875000 Penalty: 4171.055176
	Iteration 36Q: 3 clusters Score -598005.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -598009.187500 Penalty: 4171.055176
	Iteration 37Q: 3 clusters Score -598009.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -598011.875000 Penalty: 4171.055176
	Iteration 38Q: 3 clusters Score -598011.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -598013.687500 Penalty: 4171.055176
	Iteration 39Q: 3 clusters Score -598013.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -598017.125000 Penalty: 4171.055176
	Iteration 40F: 3 clusters Score -598017.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -598021.250000 Penalty: 4171.055176
	Iteration 41Q: 3 clusters Score -598021.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -598026.437500 Penalty: 4171.055176
	Iteration 42Q: 3 clusters Score -598026.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -598030.812500 Penalty: 4171.055176
	Iteration 43Q: 3 clusters Score -598030.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -598036.187500 Penalty: 4171.055176
	Iteration 44Q: 3 clusters Score -598036.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -598038.875000 Penalty: 4171.055176
	Iteration 45Q: 3 clusters Score -598038.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -598045.187500 Penalty: 4171.055176
	Iteration 46Q: 3 clusters Score -598045.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -598052.562500 Penalty: 4171.055176
	Iteration 47Q: 3 clusters Score -598052.6 nChanged 17
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: -598056.625000 Penalty: 4171.055176
	Iteration 48Q: 3 clusters Score -598056.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -598061.500000 Penalty: 4171.055176
	Iteration 49Q: 3 clusters Score -598061.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -598068.437500 Penalty: 4171.055176
	Iteration 50Q: 3 clusters Score -598068.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -598076.875000 Penalty: 4171.055176
	Iteration 51Q: 3 clusters Score -598076.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -598088.625000 Penalty: 4171.055176
	Iteration 52Q: 3 clusters Score -598088.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -598099.687500 Penalty: 4171.055176
	Iteration 53Q: 3 clusters Score -598099.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -598112.562500 Penalty: 4171.055176
	Iteration 54Q: 3 clusters Score -598112.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -598123.875000 Penalty: 4171.055176
	Iteration 55Q: 3 clusters Score -598123.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -598135.375000 Penalty: 4171.055176
	Iteration 56Q: 3 clusters Score -598135.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -598152.125000 Penalty: 4171.055176
	Iteration 57Q: 3 clusters Score -598152.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -598166.000000 Penalty: 4171.055176
	Iteration 58Q: 3 clusters Score -598166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -598172.687500 Penalty: 4171.055176
	Iteration 59Q: 3 clusters Score -598172.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -598179.625000 Penalty: 4171.055176
	Iteration 60F: 3 clusters Score -598179.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -598187.562500 Penalty: 4171.055176
	Iteration 61Q: 3 clusters Score -598187.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -598195.375000 Penalty: 4171.055176
	Iteration 62Q: 3 clusters Score -598195.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -598200.625000 Penalty: 4171.055176
	Iteration 63Q: 3 clusters Score -598200.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -598203.937500 Penalty: 4171.055176
	Iteration 64Q: 3 clusters Score -598203.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -598206.437500 Penalty: 4171.055176
	Iteration 65Q: 3 clusters Score -598206.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -598210.125000 Penalty: 4171.055176
	Iteration 66Q: 3 clusters Score -598210.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -598214.562500 Penalty: 4171.055176
	Iteration 67Q: 3 clusters Score -598214.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -598221.312500 Penalty: 4171.055176
	Iteration 68Q: 3 clusters Score -598221.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -598228.375000 Penalty: 4171.055176
	Iteration 69Q: 3 clusters Score -598228.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -598234.562500 Penalty: 4171.055176
	Iteration 70Q: 3 clusters Score -598234.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -598239.062500 Penalty: 4171.055176
	Iteration 71Q: 3 clusters Score -598239.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -598240.812500 Penalty: 4171.055176
	Iteration 72Q: 3 clusters Score -598240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -598241.375000 Penalty: 4171.055176
	Iteration 73Q: 3 clusters Score -598241.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -598244.500000 Penalty: 4171.055176
	Iteration 74Q: 3 clusters Score -598244.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -598248.000000 Penalty: 4171.055176
	Iteration 75Q: 3 clusters Score -598248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -598254.125000 Penalty: 4171.055176
	Iteration 76Q: 3 clusters Score -598254.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -598257.437500 Penalty: 4171.055176
	Iteration 77Q: 3 clusters Score -598257.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -598261.375000 Penalty: 4171.055176
	Iteration 78Q: 3 clusters Score -598261.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -598262.750000 Penalty: 4171.055176
	Iteration 79Q: 3 clusters Score -598262.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -598268.750000 Penalty: 4171.055176
	Iteration 80F: 3 clusters Score -598268.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -598273.000000 Penalty: 4171.055176
	Iteration 81Q: 3 clusters Score -598273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -598279.937500 Penalty: 4171.055176
	Iteration 82Q: 3 clusters Score -598279.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -598287.812500 Penalty: 4171.055176
	Iteration 83Q: 3 clusters Score -598287.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -598296.437500 Penalty: 4171.055176
	Iteration 84Q: 3 clusters Score -598296.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -598308.125000 Penalty: 4171.055176
	Iteration 85Q: 3 clusters Score -598308.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -598319.437500 Penalty: 4171.055176
	Iteration 86Q: 3 clusters Score -598319.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -598335.500000 Penalty: 4171.055176
	Iteration 87Q: 3 clusters Score -598335.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -598353.875000 Penalty: 4171.055176
	Iteration 88Q: 3 clusters Score -598353.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -598370.687500 Penalty: 4171.055176
	Iteration 89Q: 3 clusters Score -598370.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -598385.812500 Penalty: 4171.055176
	Iteration 90Q: 3 clusters Score -598385.8 nChanged 24
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: -598399.125000 Penalty: 4171.055176
	Iteration 91Q: 3 clusters Score -598399.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -598411.687500 Penalty: 4171.055176
	Iteration 92Q: 3 clusters Score -598411.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -598426.312500 Penalty: 4171.055176
	Iteration 93Q: 3 clusters Score -598426.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -598447.625000 Penalty: 4171.055176
	Iteration 94Q: 3 clusters Score -598447.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -598467.187500 Penalty: 4171.055176
	Iteration 95Q: 3 clusters Score -598467.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -598482.750000 Penalty: 4171.055176
	Iteration 96Q: 3 clusters Score -598482.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -598499.187500 Penalty: 4171.055176
	Iteration 97Q: 3 clusters Score -598499.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -598515.687500 Penalty: 4171.055176
	Iteration 98Q: 3 clusters Score -598515.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -598536.562500 Penalty: 4171.055176
	Iteration 99Q: 3 clusters Score -598536.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -598552.250000 Penalty: 4171.055176
	Iteration 100F: 3 clusters Score -598552.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -598569.062500 Penalty: 4171.055176
	Iteration 101Q: 3 clusters Score -598569.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -598582.937500 Penalty: 4171.055176
	Iteration 102Q: 3 clusters Score -598582.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -598595.625000 Penalty: 4171.055176
	Iteration 103Q: 3 clusters Score -598595.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -598609.562500 Penalty: 4171.055176
	Iteration 104Q: 3 clusters Score -598609.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -598626.562500 Penalty: 4171.055176
	Iteration 105Q: 3 clusters Score -598626.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -598640.250000 Penalty: 4171.055176
	Iteration 106Q: 3 clusters Score -598640.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -598651.937500 Penalty: 4171.055176
	Iteration 107Q: 3 clusters Score -598651.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -598665.125000 Penalty: 4171.055176
	Iteration 108Q: 3 clusters Score -598665.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -598677.437500 Penalty: 4171.055176
	Iteration 109Q: 3 clusters Score -598677.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -598683.437500 Penalty: 4171.055176
	Iteration 110Q: 3 clusters Score -598683.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -598687.312500 Penalty: 4171.055176
	Iteration 111Q: 3 clusters Score -598687.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -598692.687500 Penalty: 4171.055176
	Iteration 112Q: 3 clusters Score -598692.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -598698.562500 Penalty: 4171.055176
	Iteration 113Q: 3 clusters Score -598698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -598700.000000 Penalty: 4171.055176
	Iteration 114Q: 3 clusters Score -598700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -598699.937500 Penalty: 4171.055176
	Iteration 115Q: 3 clusters Score -598699.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -598699.937500 Penalty: 4171.055176
	Iteration 116F: 3 clusters Score -598699.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Entering Unmasked Estep 
Score: -3309291.500000 Penalty: 2514.264893
	Iteration 0F: 2 clusters Score -3309292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -3291975.500000 Penalty: 5028.529785
	Iteration 0F: 3 clusters Score -3291976 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3298042.750000 Penalty: 5028.529785
	Iteration 1F: 3 clusters Score -3298043 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -3298697.500000 Penalty: 5028.529785
	Iteration 2F: 3 clusters Score -3298698 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3299456.250000 Penalty: 5028.529785
	Iteration 3F: 3 clusters Score -3299456 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3300326.250000 Penalty: 5028.529785
	Iteration 4F: 3 clusters Score -3300326 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3301376.250000 Penalty: 5028.529785
	Iteration 5F: 3 clusters Score -3301376 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3302633.000000 Penalty: 5028.529785
	Iteration 6F: 3 clusters Score -3302633 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3303969.000000 Penalty: 5028.529785
	Iteration 7F: 3 clusters Score -3303969 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -3304886.500000 Penalty: 5028.529785
	Iteration 8F: 3 clusters Score -3304886 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -3305504.000000 Penalty: 5028.529785
	Iteration 9Q: 3 clusters Score -3305504 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -3305992.000000 Penalty: 5028.529785
	Iteration 10Q: 3 clusters Score -3305992 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3306392.250000 Penalty: 5028.529785
	Iteration 11Q: 3 clusters Score -3306392 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -3306771.750000 Penalty: 5028.529785
	Iteration 12Q: 3 clusters Score -3306772 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -3307115.250000 Penalty: 5028.529785
	Iteration 13Q: 3 clusters Score -3307115 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -3307429.750000 Penalty: 5028.529785
	Iteration 14Q: 3 clusters Score -3307430 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -3307728.250000 Penalty: 5028.529785
	Iteration 15Q: 3 clusters Score -3307728 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3307974.750000 Penalty: 5028.529785
	Iteration 16Q: 3 clusters Score -3307975 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3308220.500000 Penalty: 5028.529785
	Iteration 17Q: 3 clusters Score -3308220 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -3308427.500000 Penalty: 5028.529785
	Iteration 18Q: 3 clusters Score -3308428 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -3308568.750000 Penalty: 5028.529785
	Iteration 19Q: 3 clusters Score -3308569 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -3308683.000000 Penalty: 5028.529785
	Iteration 20F: 3 clusters Score -3308683 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -3308737.250000 Penalty: 5028.529785
	Iteration 21Q: 3 clusters Score -3308737 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -3308781.750000 Penalty: 5028.529785
	Iteration 22Q: 3 clusters Score -3308782 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -3308806.000000 Penalty: 5028.529785
	Iteration 23Q: 3 clusters Score -3308806 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3308817.250000 Penalty: 5028.529785
	Iteration 24Q: 3 clusters Score -3308817 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -3308830.000000 Penalty: 5028.529785
	Iteration 25Q: 3 clusters Score -3308830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -3308836.500000 Penalty: 5028.529785
	Iteration 26Q: 3 clusters Score -3308836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -3308847.000000 Penalty: 5028.529785
	Iteration 27Q: 3 clusters Score -3308847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -3308862.000000 Penalty: 5028.529785
	Iteration 28Q: 3 clusters Score -3308862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3308859.500000 Penalty: 5028.529785
	Iteration 29Q: 3 clusters Score -3308860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -3308857.500000 Penalty: 5028.529785
	Iteration 30Q: 3 clusters Score -3308858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3308850.500000 Penalty: 5028.529785
	Iteration 31Q: 3 clusters Score -3308850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -3308852.750000 Penalty: 5028.529785
	Iteration 32Q: 3 clusters Score -3308853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -3308853.500000 Penalty: 5028.529785
	Iteration 33Q: 3 clusters Score -3308854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -3308856.750000 Penalty: 5028.529785
	Iteration 34Q: 3 clusters Score -3308857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -3308850.000000 Penalty: 5028.529785
	Iteration 35Q: 3 clusters Score -3308850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -3308844.500000 Penalty: 5028.529785
	Iteration 36Q: 3 clusters Score -3308844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -3308854.000000 Penalty: 5028.529785
	Iteration 37Q: 3 clusters Score -3308854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3308861.250000 Penalty: 5028.529785
	Iteration 38Q: 3 clusters Score -3308861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3308857.750000 Penalty: 5028.529785
	Iteration 39Q: 3 clusters Score -3308858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -3308858.500000 Penalty: 5028.529785
	Iteration 40F: 3 clusters Score -3308858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -3308859.000000 Penalty: 5028.529785
	Iteration 41Q: 3 clusters Score -3308859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3308860.500000 Penalty: 5028.529785
	Iteration 42Q: 3 clusters Score -3308860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -3308862.000000 Penalty: 5028.529785
	Iteration 43Q: 3 clusters Score -3308862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -3308863.000000 Penalty: 5028.529785
	Iteration 44Q: 3 clusters Score -3308863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -3308861.500000 Penalty: 5028.529785
	Iteration 45Q: 3 clusters Score -3308862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3308861.250000 Penalty: 5028.529785
	Iteration 46Q: 3 clusters Score -3308861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3308861.000000 Penalty: 5028.529785
	Iteration 47Q: 3 clusters Score -3308861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -3308860.000000 Penalty: 5028.529785
	Iteration 48Q: 3 clusters Score -3308860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3308859.500000 Penalty: 5028.529785
	Iteration 49Q: 3 clusters Score -3308860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -3308860.500000 Penalty: 5028.529785
	Iteration 50Q: 3 clusters Score -3308860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -3308865.000000 Penalty: 5028.529785
	Iteration 51Q: 3 clusters Score -3308865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -3308864.250000 Penalty: 5028.529785
	Iteration 52Q: 3 clusters Score -3308864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -3308866.000000 Penalty: 5028.529785
	Iteration 53Q: 3 clusters Score -3308866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -3308864.000000 Penalty: 5028.529785
	Iteration 54Q: 3 clusters Score -3308864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3308864.000000 Penalty: 5028.529785
	Iteration 55Q: 3 clusters Score -3308864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -3308863.500000 Penalty: 5028.529785
	Iteration 56Q: 3 clusters Score -3308864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -3308863.500000 Penalty: 5028.529785
	Iteration 57F: 3 clusters Score -3308864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Entering Unmasked Estep 
Score: -88852.828125 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -88852.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -87192.406250 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -87192.41 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -87515.140625 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -87515.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87653.523438 Penalty: 3266.056396
	Iteration 2F: 3 clusters Score -87653.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -87762.015625 Penalty: 3266.056396
	Iteration 3Q: 3 clusters Score -87762.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -87824.601562 Penalty: 3266.056396
	Iteration 4Q: 3 clusters Score -87824.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -87866.343750 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -87866.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -87906.414062 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -87906.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -87932.523438 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -87932.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87961.437500 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -87961.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -87980.187500 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -87980.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -87993.617188 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -87993.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -88007.835938 Penalty: 3266.056396
	Iteration 11Q: 3 clusters Score -88007.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -88013.976562 Penalty: 3266.056396
	Iteration 12Q: 3 clusters Score -88013.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -88033.570312 Penalty: 3266.056396
	Iteration 13Q: 3 clusters Score -88033.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88068.929688 Penalty: 3266.056396
	Iteration 14Q: 3 clusters Score -88068.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88087.335938 Penalty: 3266.056396
	Iteration 15Q: 3 clusters Score -88087.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -88119.320312 Penalty: 3266.056396
	Iteration 16Q: 3 clusters Score -88119.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88278.062500 Penalty: 3266.056396
	Iteration 17Q: 3 clusters Score -88278.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88409.687500 Penalty: 3266.056396
	Iteration 18Q: 3 clusters Score -88409.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88422.187500 Penalty: 3266.056396
	Iteration 19Q: 3 clusters Score -88422.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88428.093750 Penalty: 3266.056396
	Iteration 20F: 3 clusters Score -88428.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88432.187500 Penalty: 3266.056396
	Iteration 21Q: 3 clusters Score -88432.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88434.757812 Penalty: 3266.056396
	Iteration 22Q: 3 clusters Score -88434.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88435.710938 Penalty: 3266.056396
	Iteration 23Q: 3 clusters Score -88435.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88435.710938 Penalty: 3266.056396
	Iteration 24F: 3 clusters Score -88435.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Entering Unmasked Estep 
Score: -674813.250000 Penalty: 2139.393311
	Iteration 0F: 2 clusters Score -674813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -669914.812500 Penalty: 4278.786621
	Iteration 0F: 3 clusters Score -669914.8 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -671368.625000 Penalty: 4278.786621
	Iteration 1F: 3 clusters Score -671368.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -671841.187500 Penalty: 4278.786621
	Iteration 2F: 3 clusters Score -671841.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -672300.000000 Penalty: 4278.786621
	Iteration 3F: 3 clusters Score -672300 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -672801.812500 Penalty: 4278.786621
	Iteration 4F: 3 clusters Score -672801.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -673268.312500 Penalty: 4278.786621
	Iteration 5F: 3 clusters Score -673268.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -673695.875000 Penalty: 4278.786621
	Iteration 6F: 3 clusters Score -673695.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -673951.062500 Penalty: 4278.786621
	Iteration 7Q: 3 clusters Score -673951.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -674147.812500 Penalty: 4278.786621
	Iteration 8Q: 3 clusters Score -674147.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -674287.750000 Penalty: 4278.786621
	Iteration 9Q: 3 clusters Score -674287.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -674409.687500 Penalty: 4278.786621
	Iteration 10Q: 3 clusters Score -674409.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -674507.875000 Penalty: 4278.786621
	Iteration 11Q: 3 clusters Score -674507.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -674594.125000 Penalty: 4278.786621
	Iteration 12Q: 3 clusters Score -674594.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -674674.312500 Penalty: 4278.786621
	Iteration 13Q: 3 clusters Score -674674.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -674739.687500 Penalty: 4278.786621
	Iteration 14Q: 3 clusters Score -674739.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -674788.187500 Penalty: 4278.786621
	Iteration 15Q: 3 clusters Score -674788.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -674813.687500 Penalty: 4278.786621
	Iteration 16Q: 3 clusters Score -674813.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -674840.000000 Penalty: 4278.786621
	Iteration 17Q: 3 clusters Score -674840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -674854.312500 Penalty: 4278.786621
	Iteration 18Q: 3 clusters Score -674854.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -674859.125000 Penalty: 4278.786621
	Iteration 19Q: 3 clusters Score -674859.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -674860.937500 Penalty: 4278.786621
	Iteration 20F: 3 clusters Score -674860.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -674861.812500 Penalty: 4278.786621
	Iteration 21Q: 3 clusters Score -674861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -674861.812500 Penalty: 4278.786621
	Iteration 22F: 3 clusters Score -674861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 714 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 724 members 
Mstep: Class 31 contains 1351 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 197 members 
Mstep: Class 37 contains 4227 members 
Entering Unmasked Estep 
Score: -73844624.000000 Penalty: 121763.554688
Splitting cluster 31 changes total score from -73845760.000000 to -73844624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (2470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Entering Unmasked Estep 
Score: -318086.375000 Penalty: 1937.369385
	Iteration 0F: 2 clusters Score -318086.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -315164.593750 Penalty: 3874.738770
	Iteration 0F: 3 clusters Score -315164.6 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -315707.625000 Penalty: 3874.738770
	Iteration 1F: 3 clusters Score -315707.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -315889.750000 Penalty: 3874.738770
	Iteration 2F: 3 clusters Score -315889.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -315976.281250 Penalty: 3874.738770
	Iteration 3Q: 3 clusters Score -315976.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -316031.500000 Penalty: 3874.738770
	Iteration 4Q: 3 clusters Score -316031.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -316062.468750 Penalty: 3874.738770
	Iteration 5Q: 3 clusters Score -316062.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -316091.718750 Penalty: 3874.738770
	Iteration 6Q: 3 clusters Score -316091.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -316112.156250 Penalty: 3874.738770
	Iteration 7Q: 3 clusters Score -316112.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -316123.468750 Penalty: 3874.738770
	Iteration 8Q: 3 clusters Score -316123.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -316137.218750 Penalty: 3874.738770
	Iteration 9Q: 3 clusters Score -316137.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -316150.375000 Penalty: 3874.738770
	Iteration 10Q: 3 clusters Score -316150.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -316163.906250 Penalty: 3874.738770
	Iteration 11Q: 3 clusters Score -316163.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -316178.906250 Penalty: 3874.738770
	Iteration 12Q: 3 clusters Score -316178.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -316191.687500 Penalty: 3874.738770
	Iteration 13Q: 3 clusters Score -316191.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -316206.968750 Penalty: 3874.738770
	Iteration 14Q: 3 clusters Score -316207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -316218.593750 Penalty: 3874.738770
	Iteration 15Q: 3 clusters Score -316218.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -316231.187500 Penalty: 3874.738770
	Iteration 16Q: 3 clusters Score -316231.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -316248.062500 Penalty: 3874.738770
	Iteration 17Q: 3 clusters Score -316248.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -316266.125000 Penalty: 3874.738770
	Iteration 18Q: 3 clusters Score -316266.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -316279.000000 Penalty: 3874.738770
	Iteration 19Q: 3 clusters Score -316279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -316286.531250 Penalty: 3874.738770
	Iteration 20F: 3 clusters Score -316286.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -316288.906250 Penalty: 3874.738770
	Iteration 21Q: 3 clusters Score -316288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -316290.187500 Penalty: 3874.738770
	Iteration 22Q: 3 clusters Score -316290.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -316294.500000 Penalty: 3874.738770
	Iteration 23Q: 3 clusters Score -316294.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -316297.562500 Penalty: 3874.738770
	Iteration 24Q: 3 clusters Score -316297.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -316303.031250 Penalty: 3874.738770
	Iteration 25Q: 3 clusters Score -316303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -316308.312500 Penalty: 3874.738770
	Iteration 26Q: 3 clusters Score -316308.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -316316.250000 Penalty: 3874.738770
	Iteration 27Q: 3 clusters Score -316316.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -316323.687500 Penalty: 3874.738770
	Iteration 28Q: 3 clusters Score -316323.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -316333.375000 Penalty: 3874.738770
	Iteration 29Q: 3 clusters Score -316333.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -316343.468750 Penalty: 3874.738770
	Iteration 30Q: 3 clusters Score -316343.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -316359.093750 Penalty: 3874.738770
	Iteration 31Q: 3 clusters Score -316359.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -316370.000000 Penalty: 3874.738770
	Iteration 32Q: 3 clusters Score -316370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -316380.062500 Penalty: 3874.738770
	Iteration 33Q: 3 clusters Score -316380.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -316390.500000 Penalty: 3874.738770
	Iteration 34Q: 3 clusters Score -316390.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -316396.500000 Penalty: 3874.738770
	Iteration 35Q: 3 clusters Score -316396.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -316402.625000 Penalty: 3874.738770
	Iteration 36Q: 3 clusters Score -316402.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -316413.968750 Penalty: 3874.738770
	Iteration 37Q: 3 clusters Score -316414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -316424.625000 Penalty: 3874.738770
	Iteration 38Q: 3 clusters Score -316424.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -316439.812500 Penalty: 3874.738770
	Iteration 39Q: 3 clusters Score -316439.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -316449.281250 Penalty: 3874.738770
	Iteration 40F: 3 clusters Score -316449.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -316458.406250 Penalty: 3874.738770
	Iteration 41Q: 3 clusters Score -316458.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -316462.718750 Penalty: 3874.738770
	Iteration 42Q: 3 clusters Score -316462.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -316469.187500 Penalty: 3874.738770
	Iteration 43Q: 3 clusters Score -316469.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -316476.375000 Penalty: 3874.738770
	Iteration 44Q: 3 clusters Score -316476.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -316485.031250 Penalty: 3874.738770
	Iteration 45Q: 3 clusters Score -316485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -316491.906250 Penalty: 3874.738770
	Iteration 46Q: 3 clusters Score -316491.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -316496.593750 Penalty: 3874.738770
	Iteration 47Q: 3 clusters Score -316496.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -316503.687500 Penalty: 3874.738770
	Iteration 48Q: 3 clusters Score -316503.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -316511.093750 Penalty: 3874.738770
	Iteration 49Q: 3 clusters Score -316511.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -316518.093750 Penalty: 3874.738770
	Iteration 50Q: 3 clusters Score -316518.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -316523.906250 Penalty: 3874.738770
	Iteration 51Q: 3 clusters Score -316523.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -316528.750000 Penalty: 3874.738770
	Iteration 52Q: 3 clusters Score -316528.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -316532.843750 Penalty: 3874.738770
	Iteration 53Q: 3 clusters Score -316532.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -316537.781250 Penalty: 3874.738770
	Iteration 54Q: 3 clusters Score -316537.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -316540.593750 Penalty: 3874.738770
	Iteration 55Q: 3 clusters Score -316540.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -316543.156250 Penalty: 3874.738770
	Iteration 56Q: 3 clusters Score -316543.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -316545.906250 Penalty: 3874.738770
	Iteration 57Q: 3 clusters Score -316545.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -316549.718750 Penalty: 3874.738770
	Iteration 58Q: 3 clusters Score -316549.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -316553.875000 Penalty: 3874.738770
	Iteration 59Q: 3 clusters Score -316553.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -316558.625000 Penalty: 3874.738770
	Iteration 60F: 3 clusters Score -316558.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -316560.656250 Penalty: 3874.738770
	Iteration 61Q: 3 clusters Score -316560.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -316561.156250 Penalty: 3874.738770
	Iteration 62Q: 3 clusters Score -316561.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -316566.093750 Penalty: 3874.738770
	Iteration 63Q: 3 clusters Score -316566.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -316570.375000 Penalty: 3874.738770
	Iteration 64Q: 3 clusters Score -316570.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -316575.625000 Penalty: 3874.738770
	Iteration 65Q: 3 clusters Score -316575.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -316583.093750 Penalty: 3874.738770
	Iteration 66Q: 3 clusters Score -316583.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -316583.718750 Penalty: 3874.738770
	Iteration 67Q: 3 clusters Score -316583.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -316585.468750 Penalty: 3874.738770
	Iteration 68Q: 3 clusters Score -316585.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -316588.625000 Penalty: 3874.738770
	Iteration 69Q: 3 clusters Score -316588.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -316593.312500 Penalty: 3874.738770
	Iteration 70Q: 3 clusters Score -316593.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -316596.468750 Penalty: 3874.738770
	Iteration 71Q: 3 clusters Score -316596.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -316597.187500 Penalty: 3874.738770
	Iteration 72Q: 3 clusters Score -316597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -316597.843750 Penalty: 3874.738770
	Iteration 73Q: 3 clusters Score -316597.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -316599.906250 Penalty: 3874.738770
	Iteration 74Q: 3 clusters Score -316599.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -316599.906250 Penalty: 3874.738770
	Iteration 75F: 3 clusters Score -316599.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -116242.203125 Penalty: 1715.836426
	Iteration 0F: 2 clusters Score -116242.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -114364.195312 Penalty: 3431.672852
	Iteration 0F: 3 clusters Score -114364.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -114874.843750 Penalty: 3431.672852
	Iteration 1F: 3 clusters Score -114874.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -115360.515625 Penalty: 3431.672852
	Iteration 2F: 3 clusters Score -115360.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -115736.007812 Penalty: 3431.672852
	Iteration 3F: 3 clusters Score -115736 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -115999.046875 Penalty: 3431.672852
	Iteration 4F: 3 clusters Score -115999 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -116320.992188 Penalty: 3431.672852
	Iteration 5F: 3 clusters Score -116321 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -116638.398438 Penalty: 3431.672852
	Iteration 6F: 3 clusters Score -116638.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -116741.515625 Penalty: 3431.672852
	Iteration 7Q: 3 clusters Score -116741.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -116772.859375 Penalty: 3431.672852
	Iteration 8Q: 3 clusters Score -116772.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -116791.695312 Penalty: 3431.672852
	Iteration 9Q: 3 clusters Score -116791.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -116813.335938 Penalty: 3431.672852
	Iteration 10Q: 3 clusters Score -116813.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -116823.359375 Penalty: 3431.672852
	Iteration 11Q: 3 clusters Score -116823.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -116832.718750 Penalty: 3431.672852
	Iteration 12Q: 3 clusters Score -116832.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -116851.414062 Penalty: 3431.672852
	Iteration 13Q: 3 clusters Score -116851.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -116859.484375 Penalty: 3431.672852
	Iteration 14Q: 3 clusters Score -116859.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -116869.257812 Penalty: 3431.672852
	Iteration 15Q: 3 clusters Score -116869.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -116871.812500 Penalty: 3431.672852
	Iteration 16Q: 3 clusters Score -116871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -116876.343750 Penalty: 3431.672852
	Iteration 17Q: 3 clusters Score -116876.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -116876.343750 Penalty: 3431.672852
	Iteration 18F: 3 clusters Score -116876.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 128438 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 46920 members 
Mstep: Class 6 contains 9957 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 21171 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 492 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4580 members 
Mstep: Class 13 contains 35976 members 
Mstep: Class 14 contains 24417 members 
Mstep: Class 15 contains 363 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 22753 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 2276 members 
Mstep: Class 20 contains 714 members 
Mstep: Class 21 contains 10709 members 
Mstep: Class 22 contains 19171 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 96953 members 
Mstep: Class 25 contains 2369 members 
Mstep: Class 26 contains 670 members 
Mstep: Class 27 contains 4874 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 25290 members 
Mstep: Class 30 contains 724 members 
Mstep: Class 31 contains 5578 members 
Mstep: Class 32 contains 2470 members 
Mstep: Class 33 contains 791 members 
Mstep: Class 34 contains 7721 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 197 members 
Mstep: Class 37 contains 220 members 
Entering Unmasked Estep 
Score: -73844792.000000 Penalty: 121763.554688
Splitting cluster 33 changes total score from -73845760.000000 to -73844792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (7721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Entering Unmasked Estep 
Score: -934859.750000 Penalty: 2220.021484
	Iteration 0F: 2 clusters Score -934859.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -928617.875000 Penalty: 4440.042969
	Iteration 0F: 3 clusters Score -928617.9 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -930428.687500 Penalty: 4440.042969
	Iteration 1F: 3 clusters Score -930428.7 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -930783.750000 Penalty: 4440.042969
	Iteration 2F: 3 clusters Score -930783.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -931056.750000 Penalty: 4440.042969
	Iteration 3F: 3 clusters Score -931056.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -931255.500000 Penalty: 4440.042969
	Iteration 4Q: 3 clusters Score -931255.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -931421.250000 Penalty: 4440.042969
	Iteration 5Q: 3 clusters Score -931421.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -931587.562500 Penalty: 4440.042969
	Iteration 6Q: 3 clusters Score -931587.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -931753.687500 Penalty: 4440.042969
	Iteration 7Q: 3 clusters Score -931753.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -931883.062500 Penalty: 4440.042969
	Iteration 8Q: 3 clusters Score -931883.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -931981.000000 Penalty: 4440.042969
	Iteration 9Q: 3 clusters Score -931981 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -932067.000000 Penalty: 4440.042969
	Iteration 10Q: 3 clusters Score -932067 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -932140.000000 Penalty: 4440.042969
	Iteration 11Q: 3 clusters Score -932140 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -932209.500000 Penalty: 4440.042969
	Iteration 12Q: 3 clusters Score -932209.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -932276.375000 Penalty: 4440.042969
	Iteration 13Q: 3 clusters Score -932276.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -932340.937500 Penalty: 4440.042969
	Iteration 14Q: 3 clusters Score -932340.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -932397.187500 Penalty: 4440.042969
	Iteration 15Q: 3 clusters Score -932397.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -932451.187500 Penalty: 4440.042969
	Iteration 16Q: 3 clusters Score -932451.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -932494.750000 Penalty: 4440.042969
	Iteration 17Q: 3 clusters Score -932494.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -932529.937500 Penalty: 4440.042969
	Iteration 18Q: 3 clusters Score -932529.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -932555.312500 Penalty: 4440.042969
	Iteration 19Q: 3 clusters Score -932555.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -932580.437500 Penalty: 4440.042969
	Iteration 20F: 3 clusters Score -932580.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -932600.562500 Penalty: 4440.042969
	Iteration 21Q: 3 clusters Score -932600.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -932620.000000 Penalty: 4440.042969
	Iteration 22Q: 3 clusters Score -932620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -932637.062500 Penalty: 4440.042969
	Iteration 23Q: 3 clusters Score -932637.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -932654.562500 Penalty: 4440.042969
	Iteration 24Q: 3 clusters Score -932654.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -932670.812500 Penalty: 4440.042969
	Iteration 25Q: 3 clusters Score -932670.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -932684.875000 Penalty: 4440.042969
	Iteration 26Q: 3 clusters Score -932684.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -932698.437500 Penalty: 4440.042969
	Iteration 27Q: 3 clusters Score -932698.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -932711.250000 Penalty: 4440.042969
	Iteration 28Q: 3 clusters Score -932711.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -932722.875000 Penalty: 4440.042969
	Iteration 29Q: 3 clusters Score -932722.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -932737.125000 Penalty: 4440.042969
	Iteration 30Q: 3 clusters Score -932737.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -932749.437500 Penalty: 4440.042969
	Iteration 31Q: 3 clusters Score -932749.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -932757.000000 Penalty: 4440.042969
	Iteration 32Q: 3 clusters Score -932757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -932768.125000 Penalty: 4440.042969
	Iteration 33Q: 3 clusters Score -932768.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -932778.125000 Penalty: 4440.042969
	Iteration 34Q: 3 clusters Score -932778.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -932789.062500 Penalty: 4440.042969
	Iteration 35Q: 3 clusters Score -932789.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -932798.750000 Penalty: 4440.042969
	Iteration 36Q: 3 clusters Score -932798.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -932804.437500 Penalty: 4440.042969
	Iteration 37Q: 3 clusters Score -932804.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -932808.875000 Penalty: 4440.042969
	Iteration 38Q: 3 clusters Score -932808.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -932819.062500 Penalty: 4440.042969
	Iteration 39Q: 3 clusters Score -932819.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -932823.687500 Penalty: 4440.042969
	Iteration 40F: 3 clusters Score -932823.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -932826.375000 Penalty: 4440.042969
	Iteration 41Q: 3 clusters Score -932826.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -932829.250000 Penalty: 4440.042969
	Iteration 42Q: 3 clusters Score -932829.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -932836.000000 Penalty: 4440.042969
	Iteration 43Q: 3 clusters Score -932836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -932838.000000 Penalty: 4440.042969
	Iteration 44Q: 3 clusters Score -932838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -932841.687500 Penalty: 4440.042969
	Iteration 45Q: 3 clusters Score -932841.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -932844.937500 Penalty: 4440.042969
	Iteration 46Q: 3 clusters Score -932844.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -932847.625000 Penalty: 4440.042969
	Iteration 47Q: 3 clusters Score -932847.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -932851.375000 Penalty: 4440.042969
	Iteration 48Q: 3 clusters Score -932851.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -932854.125000 Penalty: 4440.042969
	Iteration 49Q: 3 clusters Score -932854.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -932855.687500 Penalty: 4440.042969
	Iteration 50Q: 3 clusters Score -932855.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -932858.625000 Penalty: 4440.042969
	Iteration 51Q: 3 clusters Score -932858.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -932861.000000 Penalty: 4440.042969
	Iteration 52Q: 3 clusters Score -932861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -932860.812500 Penalty: 4440.042969
	Iteration 53Q: 3 clusters Score -932860.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -932862.187500 Penalty: 4440.042969
	Iteration 54Q: 3 clusters Score -932862.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -932865.375000 Penalty: 4440.042969
	Iteration 55Q: 3 clusters Score -932865.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -932868.312500 Penalty: 4440.042969
	Iteration 56Q: 3 clusters Score -932868.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -932869.250000 Penalty: 4440.042969
	Iteration 57Q: 3 clusters Score -932869.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -932868.437500 Penalty: 4440.042969
	Iteration 58Q: 3 clusters Score -932868.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -932871.125000 Penalty: 4440.042969
	Iteration 59Q: 3 clusters Score -932871.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -932874.312500 Penalty: 4440.042969
	Iteration 60F: 3 clusters Score -932874.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -932872.812500 Penalty: 4440.042969
	Iteration 61Q: 3 clusters Score -932872.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -932872.000000 Penalty: 4440.042969
	Iteration 62Q: 3 clusters Score -932872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -932872.000000 Penalty: 4440.042969
	Iteration 63Q: 3 clusters Score -932872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -932870.500000 Penalty: 4440.042969
	Iteration 64Q: 3 clusters Score -932870.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -932870.500000 Penalty: 4440.042969
	Iteration 65F: 3 clusters Score -932870.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -16663.169922 Penalty: 1253.948975
	Iteration 0F: 2 clusters Score -16663.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15680.799805 Penalty: 2507.897949
	Iteration 0F: 3 clusters Score -15680.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15736.083984 Penalty: 2507.897949
	Iteration 1F: 3 clusters Score -15736.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15740.810547 Penalty: 2507.897949
	Iteration 2Q: 3 clusters Score -15740.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -15740.810547 Penalty: 2507.897949
	Iteration 3F: 3 clusters Score -15740.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -21098.396484 Penalty: 1310.234497
	Iteration 0F: 2 clusters Score -21098.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19985.380859 Penalty: 2620.468994
	Iteration 0F: 3 clusters Score -19985.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20051.050781 Penalty: 2620.468994
	Iteration 1F: 3 clusters Score -20051.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20075.080078 Penalty: 2620.468994
	Iteration 2Q: 3 clusters Score -20075.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20084.332031 Penalty: 2620.468994
	Iteration 3Q: 3 clusters Score -20084.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20084.332031 Penalty: 2620.468994
	Iteration 4F: 3 clusters Score -20084.33 nChanged 0
--- Evaluating fit on full set of 1738268 points ---
Entering Unmasked Estep 
Score: -221043328.000000 Penalty: 128281.070312
24->37 Clusters: Score -221043328.000000, best is -221164160.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 579422 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 23946 members 
Mstep: Class 3 contains 24300 members 
Mstep: Class 4 contains 24207 members 
Mstep: Class 5 contains 24026 members 
Mstep: Class 6 contains 24055 members 
Mstep: Class 7 contains 24203 members 
Mstep: Class 8 contains 24417 members 
Mstep: Class 9 contains 24297 members 
Mstep: Class 10 contains 24266 members 
Mstep: Class 11 contains 24105 members 
Mstep: Class 12 contains 24166 members 
Mstep: Class 13 contains 24131 members 
Mstep: Class 14 contains 23985 members 
Mstep: Class 15 contains 24193 members 
Mstep: Class 16 contains 23944 members 
Mstep: Class 17 contains 24190 members 
Mstep: Class 18 contains 24070 members 
Mstep: Class 19 contains 24287 members 
Mstep: Class 20 contains 23729 members 
Mstep: Class 21 contains 24066 members 
Mstep: Class 22 contains 24157 members 
Mstep: Class 23 contains 24100 members 
Mstep: Class 24 contains 24300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 90.718971 but Gain 3290.906250
Score: -69087168.000000 Penalty: 75690.859375
Iteration 0F: 24 clusters Score -6.908717e+07 nChanged 552896
Entering Unmasked Mstep 
Mstep: Class 0 contains 2396 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 138406 members 
Mstep: Class 3 contains 26355 members 
Mstep: Class 4 contains 7644 members 
Mstep: Class 5 contains 33219 members 
Mstep: Class 6 contains 3459 members 
Mstep: Class 7 contains 13523 members 
Mstep: Class 8 contains 30654 members 
Mstep: Class 9 contains 6564 members 
Mstep: Class 10 contains 1903 members 
Mstep: Class 11 contains 21218 members 
Mstep: Class 13 contains 15710 members 
Mstep: Class 14 contains 76718 members 
Mstep: Class 15 contains 7315 members 
Mstep: Class 16 contains 26564 members 
Mstep: Class 17 contains 49462 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 29238 members 
Mstep: Class 20 contains 6061 members 
Mstep: Class 21 contains 20990 members 
Mstep: Class 22 contains 3212 members 
Mstep: Class 23 contains 35298 members 
Mstep: Class 24 contains 8923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1573.525391 but Gain 3290.906250
Score: -71596448.000000 Penalty: 72399.953125
Iteration 1F: 23 clusters Score -7.159645e+07 nChanged 247392
Entering Unmasked Mstep 
Mstep: Class 0 contains 1830 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 179593 members 
Mstep: Class 3 contains 14453 members 
Mstep: Class 4 contains 10284 members 
Mstep: Class 5 contains 28346 members 
Mstep: Class 6 contains 4576 members 
Mstep: Class 7 contains 13818 members 
Mstep: Class 8 contains 27156 members 
Mstep: Class 9 contains 6029 members 
Mstep: Class 10 contains 1126 members 
Mstep: Class 11 contains 21351 members 
Mstep: Class 13 contains 13592 members 
Mstep: Class 14 contains 86177 members 
Mstep: Class 15 contains 3616 members 
Mstep: Class 16 contains 25441 members 
Mstep: Class 17 contains 32911 members 
Mstep: Class 18 contains 1359 members 
Mstep: Class 19 contains 19300 members 
Mstep: Class 20 contains 4019 members 
Mstep: Class 21 contains 29293 members 
Mstep: Class 23 contains 23762 members 
Mstep: Class 24 contains 14104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -72570840.000000 Penalty: 72399.953125
Iteration 2F: 23 clusters Score -7.257084e+07 nChanged 177801
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 187319 members 
Mstep: Class 3 contains 11468 members 
Mstep: Class 4 contains 13273 members 
Mstep: Class 5 contains 31481 members 
Mstep: Class 6 contains 4214 members 
Mstep: Class 7 contains 14584 members 
Mstep: Class 8 contains 28549 members 
Mstep: Class 9 contains 6318 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 18966 members 
Mstep: Class 13 contains 14787 members 
Mstep: Class 14 contains 78918 members 
Mstep: Class 15 contains 2573 members 
Mstep: Class 16 contains 24312 members 
Mstep: Class 17 contains 22471 members 
Mstep: Class 18 contains 1824 members 
Mstep: Class 19 contains 9876 members 
Mstep: Class 20 contains 3409 members 
Mstep: Class 21 contains 36044 members 
Mstep: Class 23 contains 13128 members 
Mstep: Class 24 contains 33875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73064448.000000 Penalty: 72399.953125
Iteration 3F: 23 clusters Score -7.306445e+07 nChanged 127945
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 169667 members 
Mstep: Class 3 contains 12359 members 
Mstep: Class 4 contains 14068 members 
Mstep: Class 5 contains 40010 members 
Mstep: Class 6 contains 3695 members 
Mstep: Class 7 contains 16993 members 
Mstep: Class 8 contains 43079 members 
Mstep: Class 9 contains 5946 members 
Mstep: Class 10 contains 1683 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 13 contains 16278 members 
Mstep: Class 14 contains 64886 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 19679 members 
Mstep: Class 17 contains 20390 members 
Mstep: Class 18 contains 1940 members 
Mstep: Class 19 contains 5939 members 
Mstep: Class 20 contains 2847 members 
Mstep: Class 21 contains 35702 members 
Mstep: Class 23 contains 7967 members 
Mstep: Class 24 contains 53492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73345200.000000 Penalty: 72399.953125
Iteration 4F: 23 clusters Score -7.33452e+07 nChanged 89686
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 148937 members 
Mstep: Class 3 contains 13664 members 
Mstep: Class 4 contains 13299 members 
Mstep: Class 5 contains 46609 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 20367 members 
Mstep: Class 8 contains 60771 members 
Mstep: Class 9 contains 4956 members 
Mstep: Class 10 contains 1528 members 
Mstep: Class 11 contains 19954 members 
Mstep: Class 13 contains 17965 members 
Mstep: Class 14 contains 53989 members 
Mstep: Class 15 contains 1683 members 
Mstep: Class 16 contains 16958 members 
Mstep: Class 17 contains 21328 members 
Mstep: Class 18 contains 1997 members 
Mstep: Class 19 contains 4931 members 
Mstep: Class 20 contains 2341 members 
Mstep: Class 21 contains 31872 members 
Mstep: Class 23 contains 6361 members 
Mstep: Class 24 contains 61377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73495296.000000 Penalty: 72399.953125
Iteration 5F: 23 clusters Score -7.34953e+07 nChanged 64681
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 136929 members 
Mstep: Class 3 contains 15292 members 
Mstep: Class 4 contains 12634 members 
Mstep: Class 5 contains 48695 members 
Mstep: Class 6 contains 4736 members 
Mstep: Class 7 contains 20981 members 
Mstep: Class 8 contains 76818 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 11 contains 22400 members 
Mstep: Class 13 contains 18981 members 
Mstep: Class 14 contains 46130 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 17162 members 
Mstep: Class 17 contains 21107 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 4593 members 
Mstep: Class 20 contains 2098 members 
Mstep: Class 21 contains 28759 members 
Mstep: Class 23 contains 6105 members 
Mstep: Class 24 contains 60753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73592984.000000 Penalty: 72399.953125
Iteration 6F: 23 clusters Score -7.359298e+07 nChanged 49113
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 133128 members 
Mstep: Class 3 contains 16331 members 
Mstep: Class 4 contains 12104 members 
Mstep: Class 5 contains 48670 members 
Mstep: Class 6 contains 4720 members 
Mstep: Class 7 contains 18286 members 
Mstep: Class 8 contains 90609 members 
Mstep: Class 9 contains 4884 members 
Mstep: Class 10 contains 1201 members 
Mstep: Class 11 contains 25222 members 
Mstep: Class 13 contains 19785 members 
Mstep: Class 14 contains 40396 members 
Mstep: Class 15 contains 1588 members 
Mstep: Class 16 contains 18071 members 
Mstep: Class 17 contains 20153 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 4363 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 27347 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 55480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73660832.000000 Penalty: 72399.953125
Iteration 7F: 23 clusters Score -7.366083e+07 nChanged 38943
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 133232 members 
Mstep: Class 3 contains 16990 members 
Mstep: Class 4 contains 11885 members 
Mstep: Class 5 contains 47952 members 
Mstep: Class 6 contains 4334 members 
Mstep: Class 7 contains 13781 members 
Mstep: Class 8 contains 101590 members 
Mstep: Class 9 contains 6001 members 
Mstep: Class 10 contains 1172 members 
Mstep: Class 11 contains 28544 members 
Mstep: Class 13 contains 20625 members 
Mstep: Class 14 contains 36410 members 
Mstep: Class 15 contains 1528 members 
Mstep: Class 16 contains 18563 members 
Mstep: Class 17 contains 19097 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 2846 members 
Mstep: Class 21 contains 26759 members 
Mstep: Class 23 contains 6417 members 
Mstep: Class 24 contains 48740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73713368.000000 Penalty: 72399.953125
Iteration 8F: 23 clusters Score -7.371337e+07 nChanged 29024
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 134007 members 
Mstep: Class 3 contains 17424 members 
Mstep: Class 4 contains 11841 members 
Mstep: Class 5 contains 46941 members 
Mstep: Class 6 contains 3902 members 
Mstep: Class 7 contains 9646 members 
Mstep: Class 8 contains 109234 members 
Mstep: Class 9 contains 7533 members 
Mstep: Class 10 contains 1159 members 
Mstep: Class 11 contains 31803 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 34185 members 
Mstep: Class 15 contains 1460 members 
Mstep: Class 16 contains 18976 members 
Mstep: Class 17 contains 18718 members 
Mstep: Class 18 contains 1933 members 
Mstep: Class 19 contains 3998 members 
Mstep: Class 20 contains 3288 members 
Mstep: Class 21 contains 26180 members 
Mstep: Class 23 contains 6405 members 
Mstep: Class 24 contains 42612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73744144.000000 Penalty: 72399.953125
Iteration 9F: 23 clusters Score -7.374414e+07 nChanged 20513
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 133777 members 
Mstep: Class 3 contains 17568 members 
Mstep: Class 4 contains 11830 members 
Mstep: Class 5 contains 46084 members 
Mstep: Class 6 contains 3534 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 114189 members 
Mstep: Class 9 contains 8871 members 
Mstep: Class 10 contains 1151 members 
Mstep: Class 11 contains 34551 members 
Mstep: Class 13 contains 21523 members 
Mstep: Class 14 contains 33135 members 
Mstep: Class 15 contains 1430 members 
Mstep: Class 16 contains 19316 members 
Mstep: Class 17 contains 19088 members 
Mstep: Class 18 contains 1915 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 25736 members 
Mstep: Class 23 contains 6313 members 
Mstep: Class 24 contains 38222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73759224.000000 Penalty: 72399.953125
Iteration 10Q: 23 clusters Score -7.375922e+07 nChanged 15273
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 132516 members 
Mstep: Class 3 contains 17543 members 
Mstep: Class 4 contains 11777 members 
Mstep: Class 5 contains 45315 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 7 contains 5717 members 
Mstep: Class 8 contains 117904 members 
Mstep: Class 9 contains 10035 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 11 contains 36786 members 
Mstep: Class 13 contains 21635 members 
Mstep: Class 14 contains 32251 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 19601 members 
Mstep: Class 17 contains 19822 members 
Mstep: Class 18 contains 1914 members 
Mstep: Class 19 contains 3761 members 
Mstep: Class 20 contains 3306 members 
Mstep: Class 21 contains 25528 members 
Mstep: Class 23 contains 6279 members 
Mstep: Class 24 contains 34914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73768208.000000 Penalty: 72399.953125
Iteration 11Q: 23 clusters Score -7.376821e+07 nChanged 12377
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 130729 members 
Mstep: Class 3 contains 17541 members 
Mstep: Class 4 contains 11677 members 
Mstep: Class 5 contains 44584 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 120803 members 
Mstep: Class 9 contains 10990 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 38542 members 
Mstep: Class 13 contains 21672 members 
Mstep: Class 14 contains 31500 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 19860 members 
Mstep: Class 17 contains 20774 members 
Mstep: Class 18 contains 1915 members 
Mstep: Class 19 contains 3685 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 25452 members 
Mstep: Class 23 contains 6281 members 
Mstep: Class 24 contains 32353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73775392.000000 Penalty: 72399.953125
Iteration 12Q: 23 clusters Score -7.377539e+07 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 128808 members 
Mstep: Class 3 contains 17578 members 
Mstep: Class 4 contains 11587 members 
Mstep: Class 5 contains 43838 members 
Mstep: Class 6 contains 2826 members 
Mstep: Class 7 contains 5174 members 
Mstep: Class 8 contains 122991 members 
Mstep: Class 9 contains 11810 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 39952 members 
Mstep: Class 13 contains 21668 members 
Mstep: Class 14 contains 30906 members 
Mstep: Class 15 contains 1384 members 
Mstep: Class 16 contains 20053 members 
Mstep: Class 17 contains 21736 members 
Mstep: Class 18 contains 1915 members 
Mstep: Class 19 contains 3588 members 
Mstep: Class 20 contains 3178 members 
Mstep: Class 21 contains 25415 members 
Mstep: Class 23 contains 6333 members 
Mstep: Class 24 contains 30366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73781072.000000 Penalty: 72399.953125
Iteration 13Q: 23 clusters Score -7.378107e+07 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 126956 members 
Mstep: Class 3 contains 17624 members 
Mstep: Class 4 contains 11525 members 
Mstep: Class 5 contains 43100 members 
Mstep: Class 6 contains 2694 members 
Mstep: Class 7 contains 5278 members 
Mstep: Class 8 contains 124671 members 
Mstep: Class 9 contains 12575 members 
Mstep: Class 10 contains 1138 members 
Mstep: Class 11 contains 40993 members 
Mstep: Class 13 contains 21658 members 
Mstep: Class 14 contains 30372 members 
Mstep: Class 15 contains 1390 members 
Mstep: Class 16 contains 20224 members 
Mstep: Class 17 contains 22628 members 
Mstep: Class 18 contains 1915 members 
Mstep: Class 19 contains 3528 members 
Mstep: Class 20 contains 3471 members 
Mstep: Class 21 contains 25382 members 
Mstep: Class 23 contains 6354 members 
Mstep: Class 24 contains 28691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73785584.000000 Penalty: 72399.953125
Iteration 14Q: 23 clusters Score -7.378558e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 125256 members 
Mstep: Class 3 contains 17702 members 
Mstep: Class 4 contains 11474 members 
Mstep: Class 5 contains 42367 members 
Mstep: Class 6 contains 2616 members 
Mstep: Class 7 contains 5441 members 
Mstep: Class 8 contains 125900 members 
Mstep: Class 9 contains 13336 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 41758 members 
Mstep: Class 13 contains 21645 members 
Mstep: Class 14 contains 29970 members 
Mstep: Class 15 contains 1384 members 
Mstep: Class 16 contains 20350 members 
Mstep: Class 17 contains 23491 members 
Mstep: Class 18 contains 1915 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 3752 members 
Mstep: Class 21 contains 25412 members 
Mstep: Class 23 contains 6388 members 
Mstep: Class 24 contains 27353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73788800.000000 Penalty: 72399.953125
Iteration 15Q: 23 clusters Score -7.37888e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 123727 members 
Mstep: Class 3 contains 17788 members 
Mstep: Class 4 contains 11422 members 
Mstep: Class 5 contains 41611 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 5620 members 
Mstep: Class 8 contains 126901 members 
Mstep: Class 9 contains 14004 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 42313 members 
Mstep: Class 13 contains 21615 members 
Mstep: Class 14 contains 29675 members 
Mstep: Class 15 contains 1381 members 
Mstep: Class 16 contains 20465 members 
Mstep: Class 17 contains 24333 members 
Mstep: Class 18 contains 1915 members 
Mstep: Class 19 contains 3417 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 25459 members 
Mstep: Class 23 contains 6422 members 
Mstep: Class 24 contains 26272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73791392.000000 Penalty: 72399.953125
Iteration 16Q: 23 clusters Score -7.379139e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 122380 members 
Mstep: Class 3 contains 17883 members 
Mstep: Class 4 contains 11364 members 
Mstep: Class 5 contains 40833 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 5811 members 
Mstep: Class 8 contains 127671 members 
Mstep: Class 9 contains 14651 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 11 contains 42699 members 
Mstep: Class 13 contains 21602 members 
Mstep: Class 14 contains 29449 members 
Mstep: Class 15 contains 1381 members 
Mstep: Class 16 contains 20547 members 
Mstep: Class 17 contains 25145 members 
Mstep: Class 18 contains 1915 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 4044 members 
Mstep: Class 21 contains 25506 members 
Mstep: Class 23 contains 6497 members 
Mstep: Class 24 contains 25382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73794360.000000 Penalty: 72399.953125
Iteration 17Q: 23 clusters Score -7.379436e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 121192 members 
Mstep: Class 3 contains 17960 members 
Mstep: Class 4 contains 11312 members 
Mstep: Class 5 contains 40171 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 6015 members 
Mstep: Class 8 contains 128195 members 
Mstep: Class 9 contains 15218 members 
Mstep: Class 10 contains 1151 members 
Mstep: Class 11 contains 42950 members 
Mstep: Class 13 contains 21589 members 
Mstep: Class 14 contains 29268 members 
Mstep: Class 15 contains 1380 members 
Mstep: Class 16 contains 20615 members 
Mstep: Class 17 contains 25910 members 
Mstep: Class 18 contains 1915 members 
Mstep: Class 19 contains 3517 members 
Mstep: Class 20 contains 4121 members 
Mstep: Class 21 contains 25502 members 
Mstep: Class 23 contains 6688 members 
Mstep: Class 24 contains 24576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73796712.000000 Penalty: 72399.953125
Iteration 18Q: 23 clusters Score -7.379671e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 120102 members 
Mstep: Class 3 contains 18034 members 
Mstep: Class 4 contains 11279 members 
Mstep: Class 5 contains 39602 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 6182 members 
Mstep: Class 8 contains 128389 members 
Mstep: Class 9 contains 15756 members 
Mstep: Class 10 contains 1154 members 
Mstep: Class 11 contains 43119 members 
Mstep: Class 13 contains 21586 members 
Mstep: Class 14 contains 29126 members 
Mstep: Class 15 contains 1384 members 
Mstep: Class 16 contains 20677 members 
Mstep: Class 17 contains 26654 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 4183 members 
Mstep: Class 21 contains 25465 members 
Mstep: Class 23 contains 7078 members 
Mstep: Class 24 contains 23904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73798912.000000 Penalty: 72399.953125
Iteration 19Q: 23 clusters Score -7.379891e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 119075 members 
Mstep: Class 3 contains 18082 members 
Mstep: Class 4 contains 11274 members 
Mstep: Class 5 contains 39165 members 
Mstep: Class 6 contains 2855 members 
Mstep: Class 7 contains 6321 members 
Mstep: Class 8 contains 128441 members 
Mstep: Class 9 contains 16217 members 
Mstep: Class 10 contains 1158 members 
Mstep: Class 11 contains 43231 members 
Mstep: Class 13 contains 21606 members 
Mstep: Class 14 contains 29040 members 
Mstep: Class 15 contains 1387 members 
Mstep: Class 16 contains 20743 members 
Mstep: Class 17 contains 27383 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 4215 members 
Mstep: Class 21 contains 25399 members 
Mstep: Class 23 contains 7481 members 
Mstep: Class 24 contains 23316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73801304.000000 Penalty: 72399.953125
Iteration 20F: 23 clusters Score -7.38013e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 118067 members 
Mstep: Class 3 contains 18059 members 
Mstep: Class 4 contains 11161 members 
Mstep: Class 5 contains 38818 members 
Mstep: Class 6 contains 3124 members 
Mstep: Class 7 contains 6470 members 
Mstep: Class 8 contains 128395 members 
Mstep: Class 9 contains 16732 members 
Mstep: Class 10 contains 1160 members 
Mstep: Class 11 contains 43304 members 
Mstep: Class 13 contains 21590 members 
Mstep: Class 14 contains 28958 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 20808 members 
Mstep: Class 17 contains 28054 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 3734 members 
Mstep: Class 20 contains 4253 members 
Mstep: Class 21 contains 25268 members 
Mstep: Class 23 contains 7892 members 
Mstep: Class 24 contains 22771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73803256.000000 Penalty: 72399.953125
Iteration 21Q: 23 clusters Score -7.380326e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 117038 members 
Mstep: Class 3 contains 18058 members 
Mstep: Class 4 contains 11115 members 
Mstep: Class 5 contains 38548 members 
Mstep: Class 6 contains 3335 members 
Mstep: Class 7 contains 6588 members 
Mstep: Class 8 contains 128220 members 
Mstep: Class 9 contains 17212 members 
Mstep: Class 10 contains 1162 members 
Mstep: Class 11 contains 43323 members 
Mstep: Class 13 contains 21561 members 
Mstep: Class 14 contains 28919 members 
Mstep: Class 15 contains 1395 members 
Mstep: Class 16 contains 20888 members 
Mstep: Class 17 contains 28797 members 
Mstep: Class 18 contains 1915 members 
Mstep: Class 19 contains 3796 members 
Mstep: Class 20 contains 4283 members 
Mstep: Class 21 contains 25120 members 
Mstep: Class 23 contains 8345 members 
Mstep: Class 24 contains 22311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73804712.000000 Penalty: 72399.953125
Iteration 22Q: 23 clusters Score -7.380471e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 115952 members 
Mstep: Class 3 contains 18089 members 
Mstep: Class 4 contains 11131 members 
Mstep: Class 5 contains 38335 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 7 contains 6711 members 
Mstep: Class 8 contains 128105 members 
Mstep: Class 9 contains 17681 members 
Mstep: Class 10 contains 1163 members 
Mstep: Class 11 contains 43330 members 
Mstep: Class 13 contains 21540 members 
Mstep: Class 14 contains 28888 members 
Mstep: Class 15 contains 1401 members 
Mstep: Class 16 contains 20960 members 
Mstep: Class 17 contains 29568 members 
Mstep: Class 18 contains 1915 members 
Mstep: Class 19 contains 3795 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 24952 members 
Mstep: Class 23 contains 8690 members 
Mstep: Class 24 contains 21920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73805928.000000 Penalty: 72399.953125
Iteration 23Q: 23 clusters Score -7.380593e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 114854 members 
Mstep: Class 3 contains 18098 members 
Mstep: Class 4 contains 11207 members 
Mstep: Class 5 contains 38203 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 6815 members 
Mstep: Class 8 contains 127940 members 
Mstep: Class 9 contains 18077 members 
Mstep: Class 10 contains 1164 members 
Mstep: Class 11 contains 43318 members 
Mstep: Class 13 contains 21521 members 
Mstep: Class 14 contains 28881 members 
Mstep: Class 15 contains 1406 members 
Mstep: Class 16 contains 21034 members 
Mstep: Class 17 contains 30359 members 
Mstep: Class 18 contains 1915 members 
Mstep: Class 19 contains 3769 members 
Mstep: Class 20 contains 4334 members 
Mstep: Class 21 contains 24832 members 
Mstep: Class 23 contains 9000 members 
Mstep: Class 24 contains 21561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73806752.000000 Penalty: 72399.953125
Iteration 24Q: 23 clusters Score -7.380675e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 113724 members 
Mstep: Class 3 contains 18091 members 
Mstep: Class 4 contains 11320 members 
Mstep: Class 5 contains 38115 members 
Mstep: Class 6 contains 3720 members 
Mstep: Class 7 contains 6883 members 
Mstep: Class 8 contains 127808 members 
Mstep: Class 9 contains 18435 members 
Mstep: Class 10 contains 1163 members 
Mstep: Class 11 contains 43305 members 
Mstep: Class 13 contains 21504 members 
Mstep: Class 14 contains 28874 members 
Mstep: Class 15 contains 1407 members 
Mstep: Class 16 contains 21098 members 
Mstep: Class 17 contains 31224 members 
Mstep: Class 18 contains 1914 members 
Mstep: Class 19 contains 3774 members 
Mstep: Class 20 contains 4374 members 
Mstep: Class 21 contains 24682 members 
Mstep: Class 23 contains 9260 members 
Mstep: Class 24 contains 21238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73806992.000000 Penalty: 72399.953125
Iteration 25Q: 23 clusters Score -7.380699e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 112544 members 
Mstep: Class 3 contains 18099 members 
Mstep: Class 4 contains 11428 members 
Mstep: Class 5 contains 38057 members 
Mstep: Class 6 contains 3775 members 
Mstep: Class 7 contains 6944 members 
Mstep: Class 8 contains 127737 members 
Mstep: Class 9 contains 18737 members 
Mstep: Class 10 contains 1163 members 
Mstep: Class 11 contains 43256 members 
Mstep: Class 13 contains 21491 members 
Mstep: Class 14 contains 28863 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 16 contains 21171 members 
Mstep: Class 17 contains 32199 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 3803 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 21 contains 24551 members 
Mstep: Class 23 contains 9410 members 
Mstep: Class 24 contains 20963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73807728.000000 Penalty: 72399.953125
Iteration 26Q: 23 clusters Score -7.380773e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 111319 members 
Mstep: Class 3 contains 18116 members 
Mstep: Class 4 contains 11565 members 
Mstep: Class 5 contains 38017 members 
Mstep: Class 6 contains 3817 members 
Mstep: Class 7 contains 6984 members 
Mstep: Class 8 contains 127716 members 
Mstep: Class 9 contains 19007 members 
Mstep: Class 10 contains 1163 members 
Mstep: Class 11 contains 43204 members 
Mstep: Class 13 contains 21475 members 
Mstep: Class 14 contains 28853 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 16 contains 21247 members 
Mstep: Class 17 contains 33248 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 3820 members 
Mstep: Class 20 contains 4419 members 
Mstep: Class 21 contains 24403 members 
Mstep: Class 23 contains 9524 members 
Mstep: Class 24 contains 20697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73808328.000000 Penalty: 72399.953125
Iteration 27Q: 23 clusters Score -7.380833e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 110015 members 
Mstep: Class 3 contains 18113 members 
Mstep: Class 4 contains 11715 members 
Mstep: Class 5 contains 37988 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 7011 members 
Mstep: Class 8 contains 127744 members 
Mstep: Class 9 contains 19206 members 
Mstep: Class 10 contains 1163 members 
Mstep: Class 11 contains 43139 members 
Mstep: Class 13 contains 21476 members 
Mstep: Class 14 contains 28849 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 21312 members 
Mstep: Class 17 contains 34403 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 3825 members 
Mstep: Class 20 contains 4444 members 
Mstep: Class 21 contains 24277 members 
Mstep: Class 23 contains 9618 members 
Mstep: Class 24 contains 20440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73809072.000000 Penalty: 72399.953125
Iteration 28Q: 23 clusters Score -7.380907e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 108566 members 
Mstep: Class 3 contains 18116 members 
Mstep: Class 4 contains 11870 members 
Mstep: Class 5 contains 37968 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 7022 members 
Mstep: Class 8 contains 127793 members 
Mstep: Class 9 contains 19373 members 
Mstep: Class 10 contains 1163 members 
Mstep: Class 11 contains 43123 members 
Mstep: Class 13 contains 21473 members 
Mstep: Class 14 contains 28861 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 21381 members 
Mstep: Class 17 contains 35672 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 3830 members 
Mstep: Class 20 contains 4457 members 
Mstep: Class 21 contains 24135 members 
Mstep: Class 23 contains 9688 members 
Mstep: Class 24 contains 20220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73810152.000000 Penalty: 72399.953125
Iteration 29Q: 23 clusters Score -7.381015e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 106927 members 
Mstep: Class 3 contains 18125 members 
Mstep: Class 4 contains 12031 members 
Mstep: Class 5 contains 37956 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 7 contains 7028 members 
Mstep: Class 8 contains 127832 members 
Mstep: Class 9 contains 19526 members 
Mstep: Class 10 contains 1163 members 
Mstep: Class 11 contains 43136 members 
Mstep: Class 13 contains 21463 members 
Mstep: Class 14 contains 28873 members 
Mstep: Class 15 contains 1413 members 
Mstep: Class 16 contains 21444 members 
Mstep: Class 17 contains 37125 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 3826 members 
Mstep: Class 20 contains 4470 members 
Mstep: Class 21 contains 23997 members 
Mstep: Class 23 contains 9738 members 
Mstep: Class 24 contains 20053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73811336.000000 Penalty: 72399.953125
Iteration 30Q: 23 clusters Score -7.381134e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 105171 members 
Mstep: Class 3 contains 18147 members 
Mstep: Class 4 contains 12208 members 
Mstep: Class 5 contains 37954 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 7025 members 
Mstep: Class 8 contains 127848 members 
Mstep: Class 9 contains 19666 members 
Mstep: Class 10 contains 1163 members 
Mstep: Class 11 contains 43182 members 
Mstep: Class 13 contains 21442 members 
Mstep: Class 14 contains 28869 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 16 contains 21503 members 
Mstep: Class 17 contains 38652 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 3821 members 
Mstep: Class 20 contains 4483 members 
Mstep: Class 21 contains 23889 members 
Mstep: Class 23 contains 9777 members 
Mstep: Class 24 contains 19921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73812472.000000 Penalty: 72399.953125
Iteration 31Q: 23 clusters Score -7.381247e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 103448 members 
Mstep: Class 3 contains 18165 members 
Mstep: Class 4 contains 12407 members 
Mstep: Class 5 contains 37944 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 7005 members 
Mstep: Class 8 contains 127884 members 
Mstep: Class 9 contains 19780 members 
Mstep: Class 10 contains 1163 members 
Mstep: Class 11 contains 43258 members 
Mstep: Class 13 contains 21430 members 
Mstep: Class 14 contains 28871 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 16 contains 21556 members 
Mstep: Class 17 contains 40099 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 3832 members 
Mstep: Class 20 contains 4492 members 
Mstep: Class 21 contains 23801 members 
Mstep: Class 23 contains 9812 members 
Mstep: Class 24 contains 19787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73813768.000000 Penalty: 72399.953125
Iteration 32Q: 23 clusters Score -7.381377e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 101865 members 
Mstep: Class 3 contains 18154 members 
Mstep: Class 4 contains 12646 members 
Mstep: Class 5 contains 37939 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 127918 members 
Mstep: Class 9 contains 19887 members 
Mstep: Class 10 contains 1163 members 
Mstep: Class 11 contains 43397 members 
Mstep: Class 13 contains 21412 members 
Mstep: Class 14 contains 28878 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 21605 members 
Mstep: Class 17 contains 41369 members 
Mstep: Class 18 contains 1912 members 
Mstep: Class 19 contains 3846 members 
Mstep: Class 20 contains 4506 members 
Mstep: Class 21 contains 23704 members 
Mstep: Class 23 contains 9826 members 
Mstep: Class 24 contains 19669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73814752.000000 Penalty: 72399.953125
Iteration 33Q: 23 clusters Score -7.381475e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 100607 members 
Mstep: Class 3 contains 18163 members 
Mstep: Class 4 contains 12903 members 
Mstep: Class 5 contains 37931 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 6917 members 
Mstep: Class 8 contains 127949 members 
Mstep: Class 9 contains 19966 members 
Mstep: Class 10 contains 1163 members 
Mstep: Class 11 contains 43557 members 
Mstep: Class 13 contains 21383 members 
Mstep: Class 14 contains 28886 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 21654 members 
Mstep: Class 17 contains 42261 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 4511 members 
Mstep: Class 21 contains 23625 members 
Mstep: Class 23 contains 9846 members 
Mstep: Class 24 contains 19579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73815312.000000 Penalty: 72399.953125
Iteration 34Q: 23 clusters Score -7.381531e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 99661 members 
Mstep: Class 3 contains 18190 members 
Mstep: Class 4 contains 13184 members 
Mstep: Class 5 contains 37926 members 
Mstep: Class 6 contains 3832 members 
Mstep: Class 7 contains 6878 members 
Mstep: Class 8 contains 127994 members 
Mstep: Class 9 contains 20036 members 
Mstep: Class 10 contains 1163 members 
Mstep: Class 11 contains 43726 members 
Mstep: Class 13 contains 21360 members 
Mstep: Class 14 contains 28883 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 21692 members 
Mstep: Class 17 contains 42788 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 3839 members 
Mstep: Class 20 contains 4519 members 
Mstep: Class 21 contains 23560 members 
Mstep: Class 23 contains 9867 members 
Mstep: Class 24 contains 19496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73815760.000000 Penalty: 72399.953125
Iteration 35Q: 23 clusters Score -7.381576e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 98953 members 
Mstep: Class 3 contains 18206 members 
Mstep: Class 4 contains 13409 members 
Mstep: Class 5 contains 37920 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 6839 members 
Mstep: Class 8 contains 128038 members 
Mstep: Class 9 contains 20100 members 
Mstep: Class 10 contains 1162 members 
Mstep: Class 11 contains 43852 members 
Mstep: Class 13 contains 21347 members 
Mstep: Class 14 contains 28884 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 21730 members 
Mstep: Class 17 contains 43177 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 3845 members 
Mstep: Class 20 contains 4525 members 
Mstep: Class 21 contains 23497 members 
Mstep: Class 23 contains 9878 members 
Mstep: Class 24 contains 19419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73816024.000000 Penalty: 72399.953125
Iteration 36Q: 23 clusters Score -7.381602e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 98447 members 
Mstep: Class 3 contains 18233 members 
Mstep: Class 4 contains 13599 members 
Mstep: Class 5 contains 37918 members 
Mstep: Class 6 contains 3814 members 
Mstep: Class 7 contains 6806 members 
Mstep: Class 8 contains 128066 members 
Mstep: Class 9 contains 20161 members 
Mstep: Class 10 contains 1161 members 
Mstep: Class 11 contains 43967 members 
Mstep: Class 13 contains 21337 members 
Mstep: Class 14 contains 28880 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 21759 members 
Mstep: Class 17 contains 43392 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 3844 members 
Mstep: Class 20 contains 4534 members 
Mstep: Class 21 contains 23443 members 
Mstep: Class 23 contains 9895 members 
Mstep: Class 24 contains 19351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73816088.000000 Penalty: 72399.953125
Iteration 37Q: 23 clusters Score -7.381609e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 98061 members 
Mstep: Class 3 contains 18238 members 
Mstep: Class 4 contains 13785 members 
Mstep: Class 5 contains 37912 members 
Mstep: Class 6 contains 3811 members 
Mstep: Class 7 contains 6798 members 
Mstep: Class 8 contains 128084 members 
Mstep: Class 9 contains 20217 members 
Mstep: Class 10 contains 1161 members 
Mstep: Class 11 contains 44085 members 
Mstep: Class 13 contains 21328 members 
Mstep: Class 14 contains 28875 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 21797 members 
Mstep: Class 17 contains 43477 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 4542 members 
Mstep: Class 21 contains 23389 members 
Mstep: Class 23 contains 9908 members 
Mstep: Class 24 contains 19298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73816248.000000 Penalty: 72399.953125
Iteration 38Q: 23 clusters Score -7.381625e+07 nChanged 757
Entering ConstructFrom: 
Score: -73816248.000000 Penalty: 72399.953125
Entering ConstructFrom: 
Trying to split cluster 1 (27439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Entering Unmasked Estep 
Score: -3654170.250000 Penalty: 2534.490723
	Iteration 0F: 2 clusters Score -3654170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3635200.500000 Penalty: 5068.981445
	Iteration 0F: 3 clusters Score -3635200 nChanged 12406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3641911.750000 Penalty: 5068.981445
	Iteration 1F: 3 clusters Score -3641912 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3642495.750000 Penalty: 5068.981445
	Iteration 2F: 3 clusters Score -3642496 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3643128.500000 Penalty: 5068.981445
	Iteration 3F: 3 clusters Score -3643128 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3643892.250000 Penalty: 5068.981445
	Iteration 4F: 3 clusters Score -3643892 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3644923.000000 Penalty: 5068.981445
	Iteration 5F: 3 clusters Score -3644923 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3646247.250000 Penalty: 5068.981445
	Iteration 6F: 3 clusters Score -3646247 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -3647879.500000 Penalty: 5068.981445
	Iteration 7F: 3 clusters Score -3647880 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -3649353.250000 Penalty: 5068.981445
	Iteration 8F: 3 clusters Score -3649353 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -3650325.000000 Penalty: 5068.981445
	Iteration 9F: 3 clusters Score -3650325 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -3650878.000000 Penalty: 5068.981445
	Iteration 10Q: 3 clusters Score -3650878 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -3651192.250000 Penalty: 5068.981445
	Iteration 11Q: 3 clusters Score -3651192 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -3651392.750000 Penalty: 5068.981445
	Iteration 12Q: 3 clusters Score -3651393 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -3651552.500000 Penalty: 5068.981445
	Iteration 13Q: 3 clusters Score -3651552 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3651635.500000 Penalty: 5068.981445
	Iteration 14Q: 3 clusters Score -3651636 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3651705.250000 Penalty: 5068.981445
	Iteration 15Q: 3 clusters Score -3651705 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3651783.250000 Penalty: 5068.981445
	Iteration 16Q: 3 clusters Score -3651783 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -3651844.000000 Penalty: 5068.981445
	Iteration 17Q: 3 clusters Score -3651844 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -3651872.500000 Penalty: 5068.981445
	Iteration 18Q: 3 clusters Score -3651872 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3651905.250000 Penalty: 5068.981445
	Iteration 19Q: 3 clusters Score -3651905 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3651934.500000 Penalty: 5068.981445
	Iteration 20F: 3 clusters Score -3651934 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -3651958.750000 Penalty: 5068.981445
	Iteration 21Q: 3 clusters Score -3651959 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3651985.750000 Penalty: 5068.981445
	Iteration 22Q: 3 clusters Score -3651986 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3652000.750000 Penalty: 5068.981445
	Iteration 23Q: 3 clusters Score -3652001 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -3652029.000000 Penalty: 5068.981445
	Iteration 24Q: 3 clusters Score -3652029 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3652041.750000 Penalty: 5068.981445
	Iteration 25Q: 3 clusters Score -3652042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3652058.750000 Penalty: 5068.981445
	Iteration 26Q: 3 clusters Score -3652059 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3652060.750000 Penalty: 5068.981445
	Iteration 27Q: 3 clusters Score -3652061 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3652079.500000 Penalty: 5068.981445
	Iteration 28Q: 3 clusters Score -3652080 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3652094.000000 Penalty: 5068.981445
	Iteration 29Q: 3 clusters Score -3652094 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -3652097.000000 Penalty: 5068.981445
	Iteration 30Q: 3 clusters Score -3652097 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -3652111.250000 Penalty: 5068.981445
	Iteration 31Q: 3 clusters Score -3652111 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3652134.000000 Penalty: 5068.981445
	Iteration 32Q: 3 clusters Score -3652134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3652127.250000 Penalty: 5068.981445
	Iteration 33Q: 3 clusters Score -3652127 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -3652145.500000 Penalty: 5068.981445
	Iteration 34Q: 3 clusters Score -3652146 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3652155.500000 Penalty: 5068.981445
	Iteration 35Q: 3 clusters Score -3652156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3652172.500000 Penalty: 5068.981445
	Iteration 36Q: 3 clusters Score -3652172 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -3652186.250000 Penalty: 5068.981445
	Iteration 37Q: 3 clusters Score -3652186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -3652204.500000 Penalty: 5068.981445
	Iteration 38Q: 3 clusters Score -3652204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3652223.750000 Penalty: 5068.981445
	Iteration 39Q: 3 clusters Score -3652224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -3652246.500000 Penalty: 5068.981445
	Iteration 40F: 3 clusters Score -3652246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3652257.000000 Penalty: 5068.981445
	Iteration 41Q: 3 clusters Score -3652257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -3652263.500000 Penalty: 5068.981445
	Iteration 42Q: 3 clusters Score -3652264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -3652273.750000 Penalty: 5068.981445
	Iteration 43Q: 3 clusters Score -3652274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -3652282.000000 Penalty: 5068.981445
	Iteration 44Q: 3 clusters Score -3652282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -3652286.750000 Penalty: 5068.981445
	Iteration 45Q: 3 clusters Score -3652287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3652296.250000 Penalty: 5068.981445
	Iteration 46Q: 3 clusters Score -3652296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3652301.000000 Penalty: 5068.981445
	Iteration 47Q: 3 clusters Score -3652301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3652303.250000 Penalty: 5068.981445
	Iteration 48Q: 3 clusters Score -3652303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -3652300.250000 Penalty: 5068.981445
	Iteration 49Q: 3 clusters Score -3652300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -3652301.000000 Penalty: 5068.981445
	Iteration 50Q: 3 clusters Score -3652301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3652308.000000 Penalty: 5068.981445
	Iteration 51Q: 3 clusters Score -3652308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -3652299.500000 Penalty: 5068.981445
	Iteration 52Q: 3 clusters Score -3652300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -3652302.500000 Penalty: 5068.981445
	Iteration 53Q: 3 clusters Score -3652302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -3652307.750000 Penalty: 5068.981445
	Iteration 54Q: 3 clusters Score -3652308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -3652306.750000 Penalty: 5068.981445
	Iteration 55Q: 3 clusters Score -3652307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3652301.750000 Penalty: 5068.981445
	Iteration 56Q: 3 clusters Score -3652302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -3652304.250000 Penalty: 5068.981445
	Iteration 57Q: 3 clusters Score -3652304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -3652313.000000 Penalty: 5068.981445
	Iteration 58Q: 3 clusters Score -3652313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -3652312.500000 Penalty: 5068.981445
	Iteration 59Q: 3 clusters Score -3652312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -3652312.500000 Penalty: 5068.981445
	Iteration 60F: 3 clusters Score -3652312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3652326.250000 Penalty: 5068.981445
	Iteration 61Q: 3 clusters Score -3652326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3652332.500000 Penalty: 5068.981445
	Iteration 62Q: 3 clusters Score -3652332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3652333.250000 Penalty: 5068.981445
	Iteration 63Q: 3 clusters Score -3652333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3652332.000000 Penalty: 5068.981445
	Iteration 64Q: 3 clusters Score -3652332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3652333.250000 Penalty: 5068.981445
	Iteration 65Q: 3 clusters Score -3652333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -3652330.500000 Penalty: 5068.981445
	Iteration 66Q: 3 clusters Score -3652330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3652334.500000 Penalty: 5068.981445
	Iteration 67Q: 3 clusters Score -3652334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3652335.750000 Penalty: 5068.981445
	Iteration 68Q: 3 clusters Score -3652336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3652335.250000 Penalty: 5068.981445
	Iteration 69Q: 3 clusters Score -3652335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3652331.750000 Penalty: 5068.981445
	Iteration 70Q: 3 clusters Score -3652332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -3652335.250000 Penalty: 5068.981445
	Iteration 71Q: 3 clusters Score -3652335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -3652335.250000 Penalty: 5068.981445
	Iteration 72F: 3 clusters Score -3652335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (97795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97795 members 
Entering Unmasked Estep 
Score: -12854780.000000 Penalty: 2849.676025
	Iteration 0F: 2 clusters Score -1.285478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -12788927.000000 Penalty: 5699.352051
	Iteration 0F: 3 clusters Score -1.278893e+07 nChanged 46439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -12815975.000000 Penalty: 5699.352051
	Iteration 1F: 3 clusters Score -1.281598e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -12817264.000000 Penalty: 5699.352051
	Iteration 2Q: 3 clusters Score -1.281726e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -12819567.000000 Penalty: 5699.352051
	Iteration 3F: 3 clusters Score -1.281957e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -12823518.000000 Penalty: 5699.352051
	Iteration 4F: 3 clusters Score -1.282352e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72048 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -12829608.000000 Penalty: 5699.352051
	Iteration 5F: 3 clusters Score -1.282961e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -12836679.000000 Penalty: 5699.352051
	Iteration 6F: 3 clusters Score -1.283668e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86265 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -12843005.000000 Penalty: 5699.352051
	Iteration 7F: 3 clusters Score -1.2843e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90936 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -12847242.000000 Penalty: 5699.352051
	Iteration 8Q: 3 clusters Score -1.284724e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93801 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -12849841.000000 Penalty: 5699.352051
	Iteration 9Q: 3 clusters Score -1.284984e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95328 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -12851032.000000 Penalty: 5699.352051
	Iteration 10Q: 3 clusters Score -1.285103e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96162 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -12851635.000000 Penalty: 5699.352051
	Iteration 11Q: 3 clusters Score -1.285164e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96582 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -12851968.000000 Penalty: 5699.352051
	Iteration 12Q: 3 clusters Score -1.285197e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96791 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -12852124.000000 Penalty: 5699.352051
	Iteration 13Q: 3 clusters Score -1.285212e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96895 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -12852210.000000 Penalty: 5699.352051
	Iteration 14Q: 3 clusters Score -1.285221e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96955 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -12852272.000000 Penalty: 5699.352051
	Iteration 15Q: 3 clusters Score -1.285227e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97000 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -12852335.000000 Penalty: 5699.352051
	Iteration 16Q: 3 clusters Score -1.285234e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97037 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -12852340.000000 Penalty: 5699.352051
	Iteration 17Q: 3 clusters Score -1.285234e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97062 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12852340.000000 Penalty: 5699.352051
	Iteration 18Q: 3 clusters Score -1.285234e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97080 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -12852370.000000 Penalty: 5699.352051
	Iteration 19Q: 3 clusters Score -1.285237e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97105 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -12852384.000000 Penalty: 5699.352051
	Iteration 20F: 3 clusters Score -1.285238e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97111 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -12852389.000000 Penalty: 5699.352051
	Iteration 21Q: 3 clusters Score -1.285239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97122 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -12852398.000000 Penalty: 5699.352051
	Iteration 22Q: 3 clusters Score -1.28524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97131 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -12852410.000000 Penalty: 5699.352051
	Iteration 23Q: 3 clusters Score -1.285241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97135 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -12852422.000000 Penalty: 5699.352051
	Iteration 24Q: 3 clusters Score -1.285242e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97145 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -12852423.000000 Penalty: 5699.352051
	Iteration 25Q: 3 clusters Score -1.285242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97151 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -12852421.000000 Penalty: 5699.352051
	Iteration 26Q: 3 clusters Score -1.285242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -12852418.000000 Penalty: 5699.352051
	Iteration 27Q: 3 clusters Score -1.285242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97156 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -12852410.000000 Penalty: 5699.352051
	Iteration 28Q: 3 clusters Score -1.285241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97157 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12852414.000000 Penalty: 5699.352051
	Iteration 29Q: 3 clusters Score -1.285241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97157 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12852414.000000 Penalty: 5699.352051
	Iteration 30F: 3 clusters Score -1.285241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Entering Unmasked Estep 
Score: -2226810.000000 Penalty: 2433.233887
	Iteration 0F: 2 clusters Score -2226810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2213889.250000 Penalty: 4866.467773
	Iteration 0F: 3 clusters Score -2213889 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2218929.000000 Penalty: 4866.467773
	Iteration 1F: 3 clusters Score -2218929 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2220012.750000 Penalty: 4866.467773
	Iteration 2F: 3 clusters Score -2220013 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2220965.750000 Penalty: 4866.467773
	Iteration 3F: 3 clusters Score -2220966 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2221661.750000 Penalty: 4866.467773
	Iteration 4F: 3 clusters Score -2221662 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2222186.500000 Penalty: 4866.467773
	Iteration 5F: 3 clusters Score -2222186 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2222550.500000 Penalty: 4866.467773
	Iteration 6Q: 3 clusters Score -2222550 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2222820.500000 Penalty: 4866.467773
	Iteration 7Q: 3 clusters Score -2222820 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2223014.500000 Penalty: 4866.467773
	Iteration 8Q: 3 clusters Score -2223014 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2223164.000000 Penalty: 4866.467773
	Iteration 9Q: 3 clusters Score -2223164 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2223271.000000 Penalty: 4866.467773
	Iteration 10Q: 3 clusters Score -2223271 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2223353.750000 Penalty: 4866.467773
	Iteration 11Q: 3 clusters Score -2223354 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2223439.500000 Penalty: 4866.467773
	Iteration 12Q: 3 clusters Score -2223440 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2223518.250000 Penalty: 4866.467773
	Iteration 13Q: 3 clusters Score -2223518 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2223576.750000 Penalty: 4866.467773
	Iteration 14Q: 3 clusters Score -2223577 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2223632.000000 Penalty: 4866.467773
	Iteration 15Q: 3 clusters Score -2223632 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2223690.000000 Penalty: 4866.467773
	Iteration 16Q: 3 clusters Score -2223690 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2223760.000000 Penalty: 4866.467773
	Iteration 17Q: 3 clusters Score -2223760 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2223813.750000 Penalty: 4866.467773
	Iteration 18Q: 3 clusters Score -2223814 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2223891.000000 Penalty: 4866.467773
	Iteration 19Q: 3 clusters Score -2223891 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2223961.250000 Penalty: 4866.467773
	Iteration 20F: 3 clusters Score -2223961 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2224031.250000 Penalty: 4866.467773
	Iteration 21Q: 3 clusters Score -2224031 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2224117.250000 Penalty: 4866.467773
	Iteration 22Q: 3 clusters Score -2224117 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2224243.750000 Penalty: 4866.467773
	Iteration 23Q: 3 clusters Score -2224244 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2224351.000000 Penalty: 4866.467773
	Iteration 24Q: 3 clusters Score -2224351 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2224456.750000 Penalty: 4866.467773
	Iteration 25Q: 3 clusters Score -2224457 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2224555.000000 Penalty: 4866.467773
	Iteration 26Q: 3 clusters Score -2224555 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2224674.000000 Penalty: 4866.467773
	Iteration 27Q: 3 clusters Score -2224674 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2224787.000000 Penalty: 4866.467773
	Iteration 28Q: 3 clusters Score -2224787 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2224864.500000 Penalty: 4866.467773
	Iteration 29Q: 3 clusters Score -2224864 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2224937.000000 Penalty: 4866.467773
	Iteration 30Q: 3 clusters Score -2224937 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2224985.500000 Penalty: 4866.467773
	Iteration 31Q: 3 clusters Score -2224986 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2225048.750000 Penalty: 4866.467773
	Iteration 32Q: 3 clusters Score -2225049 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2225083.500000 Penalty: 4866.467773
	Iteration 33Q: 3 clusters Score -2225084 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2225126.000000 Penalty: 4866.467773
	Iteration 34Q: 3 clusters Score -2225126 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2225158.500000 Penalty: 4866.467773
	Iteration 35Q: 3 clusters Score -2225158 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2225189.250000 Penalty: 4866.467773
	Iteration 36Q: 3 clusters Score -2225189 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2225211.000000 Penalty: 4866.467773
	Iteration 37Q: 3 clusters Score -2225211 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2225224.750000 Penalty: 4866.467773
	Iteration 38Q: 3 clusters Score -2225225 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2225236.000000 Penalty: 4866.467773
	Iteration 39Q: 3 clusters Score -2225236 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2225255.750000 Penalty: 4866.467773
	Iteration 40F: 3 clusters Score -2225256 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2225267.500000 Penalty: 4866.467773
	Iteration 41Q: 3 clusters Score -2225268 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2225282.750000 Penalty: 4866.467773
	Iteration 42Q: 3 clusters Score -2225283 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2225292.250000 Penalty: 4866.467773
	Iteration 43Q: 3 clusters Score -2225292 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2225316.000000 Penalty: 4866.467773
	Iteration 44Q: 3 clusters Score -2225316 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2225326.750000 Penalty: 4866.467773
	Iteration 45Q: 3 clusters Score -2225327 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2225334.500000 Penalty: 4866.467773
	Iteration 46Q: 3 clusters Score -2225334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2225334.750000 Penalty: 4866.467773
	Iteration 47Q: 3 clusters Score -2225335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2225341.250000 Penalty: 4866.467773
	Iteration 48Q: 3 clusters Score -2225341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2225341.250000 Penalty: 4866.467773
	Iteration 49Q: 3 clusters Score -2225341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2225343.500000 Penalty: 4866.467773
	Iteration 50Q: 3 clusters Score -2225344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2225344.500000 Penalty: 4866.467773
	Iteration 51Q: 3 clusters Score -2225344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2225352.000000 Penalty: 4866.467773
	Iteration 52Q: 3 clusters Score -2225352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2225353.500000 Penalty: 4866.467773
	Iteration 53Q: 3 clusters Score -2225354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2225357.750000 Penalty: 4866.467773
	Iteration 54Q: 3 clusters Score -2225358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2225356.750000 Penalty: 4866.467773
	Iteration 55Q: 3 clusters Score -2225357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2225358.000000 Penalty: 4866.467773
	Iteration 56Q: 3 clusters Score -2225358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2225358.250000 Penalty: 4866.467773
	Iteration 57Q: 3 clusters Score -2225358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2225360.750000 Penalty: 4866.467773
	Iteration 58Q: 3 clusters Score -2225361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2225363.500000 Penalty: 4866.467773
	Iteration 59Q: 3 clusters Score -2225364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2225362.750000 Penalty: 4866.467773
	Iteration 60F: 3 clusters Score -2225363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2225362.000000 Penalty: 4866.467773
	Iteration 61Q: 3 clusters Score -2225362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2225357.750000 Penalty: 4866.467773
	Iteration 62Q: 3 clusters Score -2225358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2225357.250000 Penalty: 4866.467773
	Iteration 63Q: 3 clusters Score -2225357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2225362.500000 Penalty: 4866.467773
	Iteration 64Q: 3 clusters Score -2225362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2225357.250000 Penalty: 4866.467773
	Iteration 65Q: 3 clusters Score -2225357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2225363.750000 Penalty: 4866.467773
	Iteration 66Q: 3 clusters Score -2225364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2225359.750000 Penalty: 4866.467773
	Iteration 67Q: 3 clusters Score -2225360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2225359.250000 Penalty: 4866.467773
	Iteration 68Q: 3 clusters Score -2225359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2225360.000000 Penalty: 4866.467773
	Iteration 69Q: 3 clusters Score -2225360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2225361.000000 Penalty: 4866.467773
	Iteration 70Q: 3 clusters Score -2225361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2225358.500000 Penalty: 4866.467773
	Iteration 71Q: 3 clusters Score -2225358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2225360.750000 Penalty: 4866.467773
	Iteration 72Q: 3 clusters Score -2225361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2225362.250000 Penalty: 4866.467773
	Iteration 73Q: 3 clusters Score -2225362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2225364.000000 Penalty: 4866.467773
	Iteration 74Q: 3 clusters Score -2225364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2225362.750000 Penalty: 4866.467773
	Iteration 75Q: 3 clusters Score -2225363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2225361.500000 Penalty: 4866.467773
	Iteration 76Q: 3 clusters Score -2225362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2225364.000000 Penalty: 4866.467773
	Iteration 77Q: 3 clusters Score -2225364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2225367.750000 Penalty: 4866.467773
	Iteration 78Q: 3 clusters Score -2225368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2225367.500000 Penalty: 4866.467773
	Iteration 79Q: 3 clusters Score -2225368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2225367.000000 Penalty: 4866.467773
	Iteration 80F: 3 clusters Score -2225367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2225364.750000 Penalty: 4866.467773
	Iteration 81Q: 3 clusters Score -2225365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2225368.250000 Penalty: 4866.467773
	Iteration 82Q: 3 clusters Score -2225368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2225367.250000 Penalty: 4866.467773
	Iteration 83Q: 3 clusters Score -2225367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2225365.500000 Penalty: 4866.467773
	Iteration 84Q: 3 clusters Score -2225366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2225367.500000 Penalty: 4866.467773
	Iteration 85Q: 3 clusters Score -2225368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2225372.750000 Penalty: 4866.467773
	Iteration 86Q: 3 clusters Score -2225373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2225373.500000 Penalty: 4866.467773
	Iteration 87Q: 3 clusters Score -2225374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2225373.750000 Penalty: 4866.467773
	Iteration 88Q: 3 clusters Score -2225374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2225370.750000 Penalty: 4866.467773
	Iteration 89Q: 3 clusters Score -2225371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2225372.250000 Penalty: 4866.467773
	Iteration 90Q: 3 clusters Score -2225372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2225373.250000 Penalty: 4866.467773
	Iteration 91Q: 3 clusters Score -2225373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2225374.000000 Penalty: 4866.467773
	Iteration 92Q: 3 clusters Score -2225374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2225374.000000 Penalty: 4866.467773
	Iteration 93F: 3 clusters Score -2225374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Entering Unmasked Estep 
Score: -1792773.375000 Penalty: 2366.170410
	Iteration 0F: 2 clusters Score -1792773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1782595.375000 Penalty: 4732.340820
	Iteration 0F: 3 clusters Score -1782595 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1785948.125000 Penalty: 4732.340820
	Iteration 1F: 3 clusters Score -1785948 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1786908.500000 Penalty: 4732.340820
	Iteration 2F: 3 clusters Score -1786908 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1788294.375000 Penalty: 4732.340820
	Iteration 3F: 3 clusters Score -1788294 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1789862.500000 Penalty: 4732.340820
	Iteration 4F: 3 clusters Score -1789862 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1791186.375000 Penalty: 4732.340820
	Iteration 5F: 3 clusters Score -1791186 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1792106.625000 Penalty: 4732.340820
	Iteration 6F: 3 clusters Score -1792107 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1792692.125000 Penalty: 4732.340820
	Iteration 7Q: 3 clusters Score -1792692 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1793115.625000 Penalty: 4732.340820
	Iteration 8Q: 3 clusters Score -1793116 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1793515.875000 Penalty: 4732.340820
	Iteration 9Q: 3 clusters Score -1793516 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1793961.125000 Penalty: 4732.340820
	Iteration 10Q: 3 clusters Score -1793961 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1794299.500000 Penalty: 4732.340820
	Iteration 11Q: 3 clusters Score -1794300 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1794462.750000 Penalty: 4732.340820
	Iteration 12Q: 3 clusters Score -1794463 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1794517.875000 Penalty: 4732.340820
	Iteration 13Q: 3 clusters Score -1794518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1794528.625000 Penalty: 4732.340820
	Iteration 14Q: 3 clusters Score -1794529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1794537.250000 Penalty: 4732.340820
	Iteration 15Q: 3 clusters Score -1794537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1794538.125000 Penalty: 4732.340820
	Iteration 16Q: 3 clusters Score -1794538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1794539.375000 Penalty: 4732.340820
	Iteration 17Q: 3 clusters Score -1794539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1794541.125000 Penalty: 4732.340820
	Iteration 18Q: 3 clusters Score -1794541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1794542.000000 Penalty: 4732.340820
	Iteration 19Q: 3 clusters Score -1794542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1794546.000000 Penalty: 4732.340820
	Iteration 20F: 3 clusters Score -1794546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1794546.125000 Penalty: 4732.340820
	Iteration 21Q: 3 clusters Score -1794546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1794546.250000 Penalty: 4732.340820
	Iteration 22Q: 3 clusters Score -1794546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1794546.125000 Penalty: 4732.340820
	Iteration 23Q: 3 clusters Score -1794546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1794548.000000 Penalty: 4732.340820
	Iteration 24Q: 3 clusters Score -1794548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1794548.000000 Penalty: 4732.340820
	Iteration 25F: 3 clusters Score -1794548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 97795 members 
Mstep: Class 3 contains 18241 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 37914 members 
Mstep: Class 6 contains 3817 members 
Mstep: Class 7 contains 6795 members 
Mstep: Class 8 contains 128087 members 
Mstep: Class 9 contains 20266 members 
Mstep: Class 10 contains 1161 members 
Mstep: Class 11 contains 44188 members 
Mstep: Class 12 contains 11508 members 
Mstep: Class 13 contains 21321 members 
Mstep: Class 14 contains 28874 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 21832 members 
Mstep: Class 17 contains 43497 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 23334 members 
Mstep: Class 23 contains 9910 members 
Mstep: Class 24 contains 19260 members 
Entering Unmasked Estep 
Score: -73817072.000000 Penalty: 75690.859375
Splitting cluster 4 changes total score from -73816248.000000 to -73817072.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 5 (37914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Entering Unmasked Estep 
Score: -5008926.000000 Penalty: 2614.682617
	Iteration 0F: 2 clusters Score -5008926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -4983177.500000 Penalty: 5229.365234
	Iteration 0F: 3 clusters Score -4983178 nChanged 17266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4992693.000000 Penalty: 5229.365234
	Iteration 1F: 3 clusters Score -4992693 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -4993153.500000 Penalty: 5229.365234
	Iteration 2Q: 3 clusters Score -4993154 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -4993593.000000 Penalty: 5229.365234
	Iteration 3Q: 3 clusters Score -4993593 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -4993978.000000 Penalty: 5229.365234
	Iteration 4Q: 3 clusters Score -4993978 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -4994358.000000 Penalty: 5229.365234
	Iteration 5Q: 3 clusters Score -4994358 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -4994892.000000 Penalty: 5229.365234
	Iteration 6Q: 3 clusters Score -4994892 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -4995609.000000 Penalty: 5229.365234
	Iteration 7Q: 3 clusters Score -4995609 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -4996548.500000 Penalty: 5229.365234
	Iteration 8F: 3 clusters Score -4996548 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -4997674.500000 Penalty: 5229.365234
	Iteration 9F: 3 clusters Score -4997674 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -4998934.500000 Penalty: 5229.365234
	Iteration 10F: 3 clusters Score -4998934 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -5000209.000000 Penalty: 5229.365234
	Iteration 11F: 3 clusters Score -5000209 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -5001384.000000 Penalty: 5229.365234
	Iteration 12Q: 3 clusters Score -5001384 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -5002496.500000 Penalty: 5229.365234
	Iteration 13Q: 3 clusters Score -5002496 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -5003577.500000 Penalty: 5229.365234
	Iteration 14Q: 3 clusters Score -5003578 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -5004577.000000 Penalty: 5229.365234
	Iteration 15Q: 3 clusters Score -5004577 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -5005340.000000 Penalty: 5229.365234
	Iteration 16Q: 3 clusters Score -5005340 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -5005944.500000 Penalty: 5229.365234
	Iteration 17Q: 3 clusters Score -5005944 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -5006337.000000 Penalty: 5229.365234
	Iteration 18Q: 3 clusters Score -5006337 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -5006546.000000 Penalty: 5229.365234
	Iteration 19Q: 3 clusters Score -5006546 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -5006667.000000 Penalty: 5229.365234
	Iteration 20F: 3 clusters Score -5006667 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -5006727.000000 Penalty: 5229.365234
	Iteration 21Q: 3 clusters Score -5006727 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -5006758.000000 Penalty: 5229.365234
	Iteration 22Q: 3 clusters Score -5006758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -5006779.000000 Penalty: 5229.365234
	Iteration 23Q: 3 clusters Score -5006779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -5006792.500000 Penalty: 5229.365234
	Iteration 24Q: 3 clusters Score -5006792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -5006803.500000 Penalty: 5229.365234
	Iteration 25Q: 3 clusters Score -5006804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -5006813.500000 Penalty: 5229.365234
	Iteration 26Q: 3 clusters Score -5006814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -5006828.500000 Penalty: 5229.365234
	Iteration 27Q: 3 clusters Score -5006828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -5006826.500000 Penalty: 5229.365234
	Iteration 28Q: 3 clusters Score -5006826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -5006844.000000 Penalty: 5229.365234
	Iteration 29Q: 3 clusters Score -5006844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -5006842.500000 Penalty: 5229.365234
	Iteration 30Q: 3 clusters Score -5006842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -5006851.000000 Penalty: 5229.365234
	Iteration 31Q: 3 clusters Score -5006851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -5006855.000000 Penalty: 5229.365234
	Iteration 32Q: 3 clusters Score -5006855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -5006859.000000 Penalty: 5229.365234
	Iteration 33Q: 3 clusters Score -5006859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -5006856.500000 Penalty: 5229.365234
	Iteration 34Q: 3 clusters Score -5006856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -5006860.000000 Penalty: 5229.365234
	Iteration 35Q: 3 clusters Score -5006860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -5006859.000000 Penalty: 5229.365234
	Iteration 36Q: 3 clusters Score -5006859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -5006857.500000 Penalty: 5229.365234
	Iteration 37Q: 3 clusters Score -5006858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -5006857.500000 Penalty: 5229.365234
	Iteration 38Q: 3 clusters Score -5006858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -5006860.000000 Penalty: 5229.365234
	Iteration 39Q: 3 clusters Score -5006860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -5006859.000000 Penalty: 5229.365234
	Iteration 40F: 3 clusters Score -5006859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -5006860.000000 Penalty: 5229.365234
	Iteration 41Q: 3 clusters Score -5006860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -5006857.500000 Penalty: 5229.365234
	Iteration 42Q: 3 clusters Score -5006858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -5006859.500000 Penalty: 5229.365234
	Iteration 43Q: 3 clusters Score -5006860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -5006864.000000 Penalty: 5229.365234
	Iteration 44Q: 3 clusters Score -5006864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -5006860.000000 Penalty: 5229.365234
	Iteration 45Q: 3 clusters Score -5006860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -5006857.500000 Penalty: 5229.365234
	Iteration 46Q: 3 clusters Score -5006858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -5006861.500000 Penalty: 5229.365234
	Iteration 47Q: 3 clusters Score -5006862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -5006861.500000 Penalty: 5229.365234
	Iteration 48F: 3 clusters Score -5006862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Entering Unmasked Estep 
Score: -456667.531250 Penalty: 2045.310547
	Iteration 0F: 2 clusters Score -456667.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -452906.156250 Penalty: 4090.621094
	Iteration 0F: 3 clusters Score -452906.2 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -453968.093750 Penalty: 4090.621094
	Iteration 1F: 3 clusters Score -453968.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -454409.187500 Penalty: 4090.621094
	Iteration 2F: 3 clusters Score -454409.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -454888.687500 Penalty: 4090.621094
	Iteration 3F: 3 clusters Score -454888.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -455333.875000 Penalty: 4090.621094
	Iteration 4F: 3 clusters Score -455333.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -455617.000000 Penalty: 4090.621094
	Iteration 5F: 3 clusters Score -455617 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -455820.500000 Penalty: 4090.621094
	Iteration 6Q: 3 clusters Score -455820.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -456016.875000 Penalty: 4090.621094
	Iteration 7Q: 3 clusters Score -456016.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -456192.375000 Penalty: 4090.621094
	Iteration 8Q: 3 clusters Score -456192.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -456313.625000 Penalty: 4090.621094
	Iteration 9Q: 3 clusters Score -456313.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -456393.812500 Penalty: 4090.621094
	Iteration 10Q: 3 clusters Score -456393.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -456439.250000 Penalty: 4090.621094
	Iteration 11Q: 3 clusters Score -456439.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -456459.562500 Penalty: 4090.621094
	Iteration 12Q: 3 clusters Score -456459.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -456474.156250 Penalty: 4090.621094
	Iteration 13Q: 3 clusters Score -456474.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -456484.125000 Penalty: 4090.621094
	Iteration 14Q: 3 clusters Score -456484.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -456488.500000 Penalty: 4090.621094
	Iteration 15Q: 3 clusters Score -456488.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -456491.281250 Penalty: 4090.621094
	Iteration 16Q: 3 clusters Score -456491.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -456494.968750 Penalty: 4090.621094
	Iteration 17Q: 3 clusters Score -456495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -456497.312500 Penalty: 4090.621094
	Iteration 18Q: 3 clusters Score -456497.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -456497.812500 Penalty: 4090.621094
	Iteration 19Q: 3 clusters Score -456497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -456498.468750 Penalty: 4090.621094
	Iteration 20F: 3 clusters Score -456498.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -456499.812500 Penalty: 4090.621094
	Iteration 21Q: 3 clusters Score -456499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -456499.937500 Penalty: 4090.621094
	Iteration 22Q: 3 clusters Score -456499.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -456500.781250 Penalty: 4090.621094
	Iteration 23Q: 3 clusters Score -456500.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -456500.781250 Penalty: 4090.621094
	Iteration 24F: 3 clusters Score -456500.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Entering Unmasked Estep 
Score: -909914.937500 Penalty: 2188.337646
	Iteration 0F: 2 clusters Score -909914.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -904242.062500 Penalty: 4376.675293
	Iteration 0F: 3 clusters Score -904242.1 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -905755.750000 Penalty: 4376.675293
	Iteration 1F: 3 clusters Score -905755.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -906020.000000 Penalty: 4376.675293
	Iteration 2F: 3 clusters Score -906020 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -906188.250000 Penalty: 4376.675293
	Iteration 3Q: 3 clusters Score -906188.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -906293.000000 Penalty: 4376.675293
	Iteration 4Q: 3 clusters Score -906293 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -906378.187500 Penalty: 4376.675293
	Iteration 5Q: 3 clusters Score -906378.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -906439.312500 Penalty: 4376.675293
	Iteration 6Q: 3 clusters Score -906439.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -906492.937500 Penalty: 4376.675293
	Iteration 7Q: 3 clusters Score -906492.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -906541.375000 Penalty: 4376.675293
	Iteration 8Q: 3 clusters Score -906541.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -906600.875000 Penalty: 4376.675293
	Iteration 9Q: 3 clusters Score -906600.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -906648.187500 Penalty: 4376.675293
	Iteration 10Q: 3 clusters Score -906648.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -906700.187500 Penalty: 4376.675293
	Iteration 11Q: 3 clusters Score -906700.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -906752.937500 Penalty: 4376.675293
	Iteration 12Q: 3 clusters Score -906752.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -906815.937500 Penalty: 4376.675293
	Iteration 13Q: 3 clusters Score -906815.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -906887.187500 Penalty: 4376.675293
	Iteration 14Q: 3 clusters Score -906887.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -906974.875000 Penalty: 4376.675293
	Iteration 15Q: 3 clusters Score -906974.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -907047.000000 Penalty: 4376.675293
	Iteration 16Q: 3 clusters Score -907047 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -907127.625000 Penalty: 4376.675293
	Iteration 17Q: 3 clusters Score -907127.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -907210.937500 Penalty: 4376.675293
	Iteration 18Q: 3 clusters Score -907210.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -907290.625000 Penalty: 4376.675293
	Iteration 19Q: 3 clusters Score -907290.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -907349.062500 Penalty: 4376.675293
	Iteration 20F: 3 clusters Score -907349.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -907399.875000 Penalty: 4376.675293
	Iteration 21Q: 3 clusters Score -907399.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -907454.062500 Penalty: 4376.675293
	Iteration 22Q: 3 clusters Score -907454.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -907493.437500 Penalty: 4376.675293
	Iteration 23Q: 3 clusters Score -907493.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -907514.125000 Penalty: 4376.675293
	Iteration 24Q: 3 clusters Score -907514.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -907527.125000 Penalty: 4376.675293
	Iteration 25Q: 3 clusters Score -907527.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -907538.375000 Penalty: 4376.675293
	Iteration 26Q: 3 clusters Score -907538.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -907549.125000 Penalty: 4376.675293
	Iteration 27Q: 3 clusters Score -907549.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -907553.875000 Penalty: 4376.675293
	Iteration 28Q: 3 clusters Score -907553.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -907563.000000 Penalty: 4376.675293
	Iteration 29Q: 3 clusters Score -907563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -907566.812500 Penalty: 4376.675293
	Iteration 30Q: 3 clusters Score -907566.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -907571.250000 Penalty: 4376.675293
	Iteration 31Q: 3 clusters Score -907571.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -907574.437500 Penalty: 4376.675293
	Iteration 32Q: 3 clusters Score -907574.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -907576.500000 Penalty: 4376.675293
	Iteration 33Q: 3 clusters Score -907576.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -907577.812500 Penalty: 4376.675293
	Iteration 34Q: 3 clusters Score -907577.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -907576.500000 Penalty: 4376.675293
	Iteration 35Q: 3 clusters Score -907576.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -907580.187500 Penalty: 4376.675293
	Iteration 36Q: 3 clusters Score -907580.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -907581.812500 Penalty: 4376.675293
	Iteration 37Q: 3 clusters Score -907581.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -907584.000000 Penalty: 4376.675293
	Iteration 38Q: 3 clusters Score -907584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -907586.937500 Penalty: 4376.675293
	Iteration 39Q: 3 clusters Score -907586.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -907589.187500 Penalty: 4376.675293
	Iteration 40F: 3 clusters Score -907589.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -907590.312500 Penalty: 4376.675293
	Iteration 41Q: 3 clusters Score -907590.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -907593.375000 Penalty: 4376.675293
	Iteration 42Q: 3 clusters Score -907593.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -907594.812500 Penalty: 4376.675293
	Iteration 43Q: 3 clusters Score -907594.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -907593.812500 Penalty: 4376.675293
	Iteration 44Q: 3 clusters Score -907593.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -907593.937500 Penalty: 4376.675293
	Iteration 45Q: 3 clusters Score -907593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -907595.437500 Penalty: 4376.675293
	Iteration 46Q: 3 clusters Score -907595.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -907595.000000 Penalty: 4376.675293
	Iteration 47Q: 3 clusters Score -907595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -907595.250000 Penalty: 4376.675293
	Iteration 48Q: 3 clusters Score -907595.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -907599.187500 Penalty: 4376.675293
	Iteration 49Q: 3 clusters Score -907599.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -907598.750000 Penalty: 4376.675293
	Iteration 50Q: 3 clusters Score -907598.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -907600.812500 Penalty: 4376.675293
	Iteration 51Q: 3 clusters Score -907600.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -907600.500000 Penalty: 4376.675293
	Iteration 52Q: 3 clusters Score -907600.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -907602.375000 Penalty: 4376.675293
	Iteration 53Q: 3 clusters Score -907602.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -907603.250000 Penalty: 4376.675293
	Iteration 54Q: 3 clusters Score -907603.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -907604.062500 Penalty: 4376.675293
	Iteration 55Q: 3 clusters Score -907604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -907606.437500 Penalty: 4376.675293
	Iteration 56Q: 3 clusters Score -907606.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -907605.500000 Penalty: 4376.675293
	Iteration 57Q: 3 clusters Score -907605.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -907605.500000 Penalty: 4376.675293
	Iteration 58F: 3 clusters Score -907605.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (128087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128087 members 
Entering Unmasked Estep 
Score: -16860958.000000 Penalty: 2916.595215
	Iteration 0F: 2 clusters Score -1.686096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63795 members 
Mstep: Class 2 contains 64292 members 
Entering Unmasked Estep 
Score: -16775106.000000 Penalty: 5833.190430
	Iteration 0F: 3 clusters Score -1.677511e+07 nChanged 60848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -16810332.000000 Penalty: 5833.190430
	Iteration 1F: 3 clusters Score -1.681033e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 67849 members 
Entering Unmasked Estep 
Score: -16811278.000000 Penalty: 5833.190430
	Iteration 2Q: 3 clusters Score -1.681128e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57882 members 
Mstep: Class 2 contains 70205 members 
Entering Unmasked Estep 
Score: -16812518.000000 Penalty: 5833.190430
	Iteration 3Q: 3 clusters Score -1.681252e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 73653 members 
Entering Unmasked Estep 
Score: -16814268.000000 Penalty: 5833.190430
	Iteration 4Q: 3 clusters Score -1.681427e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 78603 members 
Entering Unmasked Estep 
Score: -16816956.000000 Penalty: 5833.190430
	Iteration 5Q: 3 clusters Score -1.681696e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 85542 members 
Entering Unmasked Estep 
Score: -16821368.000000 Penalty: 5833.190430
	Iteration 6F: 3 clusters Score -1.682137e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 94784 members 
Entering Unmasked Estep 
Score: -16828538.000000 Penalty: 5833.190430
	Iteration 7F: 3 clusters Score -1.682854e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 105286 members 
Entering Unmasked Estep 
Score: -16837648.000000 Penalty: 5833.190430
	Iteration 8F: 3 clusters Score -1.683765e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 115065 members 
Entering Unmasked Estep 
Score: -16846700.000000 Penalty: 5833.190430
	Iteration 9F: 3 clusters Score -1.68467e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 121878 members 
Entering Unmasked Estep 
Score: -16853060.000000 Penalty: 5833.190430
	Iteration 10F: 3 clusters Score -1.685306e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 125463 members 
Entering Unmasked Estep 
Score: -16856278.000000 Penalty: 5833.190430
	Iteration 11Q: 3 clusters Score -1.685628e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 126929 members 
Entering Unmasked Estep 
Score: -16857570.000000 Penalty: 5833.190430
	Iteration 12Q: 3 clusters Score -1.685757e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 127431 members 
Entering Unmasked Estep 
Score: -16857996.000000 Penalty: 5833.190430
	Iteration 13Q: 3 clusters Score -1.6858e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 127617 members 
Entering Unmasked Estep 
Score: -16858172.000000 Penalty: 5833.190430
	Iteration 14Q: 3 clusters Score -1.685817e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 127689 members 
Entering Unmasked Estep 
Score: -16858244.000000 Penalty: 5833.190430
	Iteration 15Q: 3 clusters Score -1.685824e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 127717 members 
Entering Unmasked Estep 
Score: -16858304.000000 Penalty: 5833.190430
	Iteration 16Q: 3 clusters Score -1.68583e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 127743 members 
Entering Unmasked Estep 
Score: -16858350.000000 Penalty: 5833.190430
	Iteration 17Q: 3 clusters Score -1.685835e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 127758 members 
Entering Unmasked Estep 
Score: -16858348.000000 Penalty: 5833.190430
	Iteration 18Q: 3 clusters Score -1.685835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 127763 members 
Entering Unmasked Estep 
Score: -16858362.000000 Penalty: 5833.190430
	Iteration 19Q: 3 clusters Score -1.685836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 127774 members 
Entering Unmasked Estep 
Score: -16858360.000000 Penalty: 5833.190430
	Iteration 20F: 3 clusters Score -1.685836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 127774 members 
Entering Unmasked Estep 
Score: -16858384.000000 Penalty: 5833.190430
	Iteration 21Q: 3 clusters Score -1.685838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 127783 members 
Entering Unmasked Estep 
Score: -16858396.000000 Penalty: 5833.190430
	Iteration 22Q: 3 clusters Score -1.68584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 127786 members 
Entering Unmasked Estep 
Score: -16858412.000000 Penalty: 5833.190430
	Iteration 23Q: 3 clusters Score -1.685841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 127791 members 
Entering Unmasked Estep 
Score: -16858428.000000 Penalty: 5833.190430
	Iteration 24Q: 3 clusters Score -1.685843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 127792 members 
Entering Unmasked Estep 
Score: -16858436.000000 Penalty: 5833.190430
	Iteration 25Q: 3 clusters Score -1.685844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 127792 members 
Entering Unmasked Estep 
Score: -16858426.000000 Penalty: 5833.190430
	Iteration 26Q: 3 clusters Score -1.685843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 127791 members 
Entering Unmasked Estep 
Score: -16858434.000000 Penalty: 5833.190430
	Iteration 27Q: 3 clusters Score -1.685843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 127791 members 
Entering Unmasked Estep 
Score: -16858434.000000 Penalty: 5833.190430
	Iteration 28F: 3 clusters Score -1.685843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Entering Unmasked Estep 
Score: -2625692.750000 Penalty: 2459.341797
	Iteration 0F: 2 clusters Score -2625693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2611406.000000 Penalty: 4918.683594
	Iteration 0F: 3 clusters Score -2611406 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2616563.250000 Penalty: 4918.683594
	Iteration 1F: 3 clusters Score -2616563 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2617330.250000 Penalty: 4918.683594
	Iteration 2F: 3 clusters Score -2617330 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2618214.250000 Penalty: 4918.683594
	Iteration 3F: 3 clusters Score -2618214 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2619069.750000 Penalty: 4918.683594
	Iteration 4F: 3 clusters Score -2619070 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2619748.500000 Penalty: 4918.683594
	Iteration 5F: 3 clusters Score -2619748 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2620386.750000 Penalty: 4918.683594
	Iteration 6F: 3 clusters Score -2620387 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2621067.250000 Penalty: 4918.683594
	Iteration 7F: 3 clusters Score -2621067 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2621822.750000 Penalty: 4918.683594
	Iteration 8Q: 3 clusters Score -2621823 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2622613.250000 Penalty: 4918.683594
	Iteration 9Q: 3 clusters Score -2622613 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2623352.250000 Penalty: 4918.683594
	Iteration 10Q: 3 clusters Score -2623352 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2623916.250000 Penalty: 4918.683594
	Iteration 11Q: 3 clusters Score -2623916 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2624300.000000 Penalty: 4918.683594
	Iteration 12Q: 3 clusters Score -2624300 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2624562.250000 Penalty: 4918.683594
	Iteration 13Q: 3 clusters Score -2624562 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2624797.500000 Penalty: 4918.683594
	Iteration 14Q: 3 clusters Score -2624798 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2625078.000000 Penalty: 4918.683594
	Iteration 15Q: 3 clusters Score -2625078 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2625366.750000 Penalty: 4918.683594
	Iteration 16Q: 3 clusters Score -2625367 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2625640.500000 Penalty: 4918.683594
	Iteration 17Q: 3 clusters Score -2625640 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2625915.250000 Penalty: 4918.683594
	Iteration 18Q: 3 clusters Score -2625915 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2626227.000000 Penalty: 4918.683594
	Iteration 19Q: 3 clusters Score -2626227 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2626704.500000 Penalty: 4918.683594
	Iteration 20F: 3 clusters Score -2626704 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2627330.250000 Penalty: 4918.683594
	Iteration 21Q: 3 clusters Score -2627330 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2627887.250000 Penalty: 4918.683594
	Iteration 22Q: 3 clusters Score -2627887 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2628332.250000 Penalty: 4918.683594
	Iteration 23Q: 3 clusters Score -2628332 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2628802.500000 Penalty: 4918.683594
	Iteration 24Q: 3 clusters Score -2628802 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2629461.250000 Penalty: 4918.683594
	Iteration 25Q: 3 clusters Score -2629461 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2629908.750000 Penalty: 4918.683594
	Iteration 26Q: 3 clusters Score -2629909 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2630333.500000 Penalty: 4918.683594
	Iteration 27Q: 3 clusters Score -2630334 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2630986.500000 Penalty: 4918.683594
	Iteration 28Q: 3 clusters Score -2630986 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2631947.500000 Penalty: 4918.683594
	Iteration 29Q: 3 clusters Score -2631948 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2632917.250000 Penalty: 4918.683594
	Iteration 30Q: 3 clusters Score -2632917 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2633495.000000 Penalty: 4918.683594
	Iteration 31Q: 3 clusters Score -2633495 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2634011.250000 Penalty: 4918.683594
	Iteration 32Q: 3 clusters Score -2634011 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2634323.500000 Penalty: 4918.683594
	Iteration 33Q: 3 clusters Score -2634324 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2634515.500000 Penalty: 4918.683594
	Iteration 34Q: 3 clusters Score -2634516 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2634622.250000 Penalty: 4918.683594
	Iteration 35Q: 3 clusters Score -2634622 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2634689.750000 Penalty: 4918.683594
	Iteration 36Q: 3 clusters Score -2634690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2634720.750000 Penalty: 4918.683594
	Iteration 37Q: 3 clusters Score -2634721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2634741.500000 Penalty: 4918.683594
	Iteration 38Q: 3 clusters Score -2634742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2634752.000000 Penalty: 4918.683594
	Iteration 39Q: 3 clusters Score -2634752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2634851.500000 Penalty: 4918.683594
	Iteration 40F: 3 clusters Score -2634852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2634875.750000 Penalty: 4918.683594
	Iteration 41Q: 3 clusters Score -2634876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2634895.250000 Penalty: 4918.683594
	Iteration 42Q: 3 clusters Score -2634895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2634900.000000 Penalty: 4918.683594
	Iteration 43Q: 3 clusters Score -2634900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2634906.000000 Penalty: 4918.683594
	Iteration 44Q: 3 clusters Score -2634906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2634904.750000 Penalty: 4918.683594
	Iteration 45Q: 3 clusters Score -2634905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2634913.250000 Penalty: 4918.683594
	Iteration 46Q: 3 clusters Score -2634913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2634911.250000 Penalty: 4918.683594
	Iteration 47Q: 3 clusters Score -2634911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2634914.250000 Penalty: 4918.683594
	Iteration 48Q: 3 clusters Score -2634914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2634915.000000 Penalty: 4918.683594
	Iteration 49Q: 3 clusters Score -2634915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2634915.500000 Penalty: 4918.683594
	Iteration 50Q: 3 clusters Score -2634916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2634915.500000 Penalty: 4918.683594
	Iteration 51F: 3 clusters Score -2634916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 97795 members 
Mstep: Class 3 contains 18241 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 37914 members 
Mstep: Class 6 contains 3817 members 
Mstep: Class 7 contains 6795 members 
Mstep: Class 8 contains 128087 members 
Mstep: Class 9 contains 5189 members 
Mstep: Class 10 contains 1161 members 
Mstep: Class 11 contains 44188 members 
Mstep: Class 12 contains 11508 members 
Mstep: Class 13 contains 21321 members 
Mstep: Class 14 contains 28874 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 21832 members 
Mstep: Class 17 contains 43497 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 23334 members 
Mstep: Class 22 contains 15077 members 
Mstep: Class 23 contains 9910 members 
Mstep: Class 24 contains 19260 members 
Entering Unmasked Estep 
Score: -73825272.000000 Penalty: 78981.765625
Splitting cluster 9 changes total score from -73816248.000000 to -73825272.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -130326.898438 Penalty: 1750.145142
	Iteration 0F: 2 clusters Score -130326.9 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 547 members 
Entering Unmasked Estep 
Score: -128573.062500 Penalty: 3500.290283
	Iteration 0F: 3 clusters Score -128573.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -129993.000000 Penalty: 3500.290283
	Iteration 1F: 3 clusters Score -129993 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -131237.328125 Penalty: 3500.290283
	Iteration 2F: 3 clusters Score -131237.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -132103.328125 Penalty: 3500.290283
	Iteration 3F: 3 clusters Score -132103.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -132444.468750 Penalty: 3500.290283
	Iteration 4Q: 3 clusters Score -132444.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -132754.562500 Penalty: 3500.290283
	Iteration 5Q: 3 clusters Score -132754.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -132924.640625 Penalty: 3500.290283
	Iteration 6Q: 3 clusters Score -132924.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -132986.015625 Penalty: 3500.290283
	Iteration 7Q: 3 clusters Score -132986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -133047.406250 Penalty: 3500.290283
	Iteration 8Q: 3 clusters Score -133047.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -133090.046875 Penalty: 3500.290283
	Iteration 9Q: 3 clusters Score -133090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -133140.312500 Penalty: 3500.290283
	Iteration 10Q: 3 clusters Score -133140.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -133168.765625 Penalty: 3500.290283
	Iteration 11Q: 3 clusters Score -133168.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -133174.968750 Penalty: 3500.290283
	Iteration 12Q: 3 clusters Score -133175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -133186.515625 Penalty: 3500.290283
	Iteration 13Q: 3 clusters Score -133186.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -133196.234375 Penalty: 3500.290283
	Iteration 14Q: 3 clusters Score -133196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -133196.234375 Penalty: 3500.290283
	Iteration 15F: 3 clusters Score -133196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 97795 members 
Mstep: Class 3 contains 18241 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 37914 members 
Mstep: Class 6 contains 3817 members 
Mstep: Class 7 contains 6795 members 
Mstep: Class 8 contains 128087 members 
Mstep: Class 9 contains 5189 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 44188 members 
Mstep: Class 12 contains 11508 members 
Mstep: Class 13 contains 21321 members 
Mstep: Class 14 contains 28874 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 21832 members 
Mstep: Class 17 contains 43497 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 23334 members 
Mstep: Class 22 contains 15077 members 
Mstep: Class 23 contains 9910 members 
Mstep: Class 24 contains 19260 members 
Mstep: Class 25 contains 344 members 
Entering Unmasked Estep 
Score: -73826608.000000 Penalty: 82272.671875
Splitting cluster 10 changes total score from -73816248.000000 to -73826608.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (44188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Entering Unmasked Estep 
Score: -5804393.000000 Penalty: 2652.659912
	Iteration 0F: 2 clusters Score -5804393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -5774387.000000 Penalty: 5305.319824
	Iteration 0F: 3 clusters Score -5774387 nChanged 20369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -5785787.000000 Penalty: 5305.319824
	Iteration 1F: 3 clusters Score -5785787 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -5786379.000000 Penalty: 5305.319824
	Iteration 2Q: 3 clusters Score -5786379 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -5787058.000000 Penalty: 5305.319824
	Iteration 3Q: 3 clusters Score -5787058 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -5787747.500000 Penalty: 5305.319824
	Iteration 4Q: 3 clusters Score -5787748 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -5788592.500000 Penalty: 5305.319824
	Iteration 5Q: 3 clusters Score -5788592 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -5789571.500000 Penalty: 5305.319824
	Iteration 6Q: 3 clusters Score -5789572 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -5790709.000000 Penalty: 5305.319824
	Iteration 7F: 3 clusters Score -5790709 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -5792032.000000 Penalty: 5305.319824
	Iteration 8F: 3 clusters Score -5792032 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -5793212.500000 Penalty: 5305.319824
	Iteration 9F: 3 clusters Score -5793212 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -5794274.000000 Penalty: 5305.319824
	Iteration 10Q: 3 clusters Score -5794274 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -5795240.500000 Penalty: 5305.319824
	Iteration 11Q: 3 clusters Score -5795240 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -5796231.500000 Penalty: 5305.319824
	Iteration 12Q: 3 clusters Score -5796232 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -5797286.000000 Penalty: 5305.319824
	Iteration 13Q: 3 clusters Score -5797286 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -5798394.000000 Penalty: 5305.319824
	Iteration 14Q: 3 clusters Score -5798394 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -5799408.500000 Penalty: 5305.319824
	Iteration 15Q: 3 clusters Score -5799408 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -5800293.500000 Penalty: 5305.319824
	Iteration 16Q: 3 clusters Score -5800294 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -5801057.500000 Penalty: 5305.319824
	Iteration 17Q: 3 clusters Score -5801058 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -5801540.500000 Penalty: 5305.319824
	Iteration 18Q: 3 clusters Score -5801540 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -5801922.500000 Penalty: 5305.319824
	Iteration 19Q: 3 clusters Score -5801922 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -5802113.000000 Penalty: 5305.319824
	Iteration 20F: 3 clusters Score -5802113 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -5802209.500000 Penalty: 5305.319824
	Iteration 21Q: 3 clusters Score -5802210 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -5802266.000000 Penalty: 5305.319824
	Iteration 22Q: 3 clusters Score -5802266 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -5802299.500000 Penalty: 5305.319824
	Iteration 23Q: 3 clusters Score -5802300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -5802316.000000 Penalty: 5305.319824
	Iteration 24Q: 3 clusters Score -5802316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -5802341.500000 Penalty: 5305.319824
	Iteration 25Q: 3 clusters Score -5802342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -5802347.000000 Penalty: 5305.319824
	Iteration 26Q: 3 clusters Score -5802347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -5802355.500000 Penalty: 5305.319824
	Iteration 27Q: 3 clusters Score -5802356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -5802357.000000 Penalty: 5305.319824
	Iteration 28Q: 3 clusters Score -5802357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -5802366.000000 Penalty: 5305.319824
	Iteration 29Q: 3 clusters Score -5802366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -5802366.000000 Penalty: 5305.319824
	Iteration 30Q: 3 clusters Score -5802366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -5802376.500000 Penalty: 5305.319824
	Iteration 31Q: 3 clusters Score -5802376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -5802381.000000 Penalty: 5305.319824
	Iteration 32Q: 3 clusters Score -5802381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -5802382.500000 Penalty: 5305.319824
	Iteration 33Q: 3 clusters Score -5802382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -5802377.000000 Penalty: 5305.319824
	Iteration 34Q: 3 clusters Score -5802377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -5802382.000000 Penalty: 5305.319824
	Iteration 35Q: 3 clusters Score -5802382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -5802380.000000 Penalty: 5305.319824
	Iteration 36Q: 3 clusters Score -5802380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -5802387.000000 Penalty: 5305.319824
	Iteration 37Q: 3 clusters Score -5802387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -5802387.500000 Penalty: 5305.319824
	Iteration 38Q: 3 clusters Score -5802388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -5802389.000000 Penalty: 5305.319824
	Iteration 39Q: 3 clusters Score -5802389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -5802389.000000 Penalty: 5305.319824
	Iteration 40F: 3 clusters Score -5802389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Entering Unmasked Estep 
Score: -2763322.500000 Penalty: 2471.927246
	Iteration 0F: 2 clusters Score -2763322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2748531.250000 Penalty: 4943.854492
	Iteration 0F: 3 clusters Score -2748531 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2753719.750000 Penalty: 4943.854492
	Iteration 1F: 3 clusters Score -2753720 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2754294.750000 Penalty: 4943.854492
	Iteration 2F: 3 clusters Score -2754295 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2754772.500000 Penalty: 4943.854492
	Iteration 3Q: 3 clusters Score -2754772 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2755301.500000 Penalty: 4943.854492
	Iteration 4Q: 3 clusters Score -2755302 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2755895.000000 Penalty: 4943.854492
	Iteration 5Q: 3 clusters Score -2755895 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2756563.500000 Penalty: 4943.854492
	Iteration 6Q: 3 clusters Score -2756564 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2757182.500000 Penalty: 4943.854492
	Iteration 7Q: 3 clusters Score -2757182 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2757879.750000 Penalty: 4943.854492
	Iteration 8Q: 3 clusters Score -2757880 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2758526.250000 Penalty: 4943.854492
	Iteration 9Q: 3 clusters Score -2758526 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2759078.500000 Penalty: 4943.854492
	Iteration 10Q: 3 clusters Score -2759078 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2759493.000000 Penalty: 4943.854492
	Iteration 11Q: 3 clusters Score -2759493 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2759757.250000 Penalty: 4943.854492
	Iteration 12Q: 3 clusters Score -2759757 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2759946.500000 Penalty: 4943.854492
	Iteration 13Q: 3 clusters Score -2759946 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2760074.000000 Penalty: 4943.854492
	Iteration 14Q: 3 clusters Score -2760074 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2760160.750000 Penalty: 4943.854492
	Iteration 15Q: 3 clusters Score -2760161 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2760206.250000 Penalty: 4943.854492
	Iteration 16Q: 3 clusters Score -2760206 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2760265.250000 Penalty: 4943.854492
	Iteration 17Q: 3 clusters Score -2760265 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2760295.750000 Penalty: 4943.854492
	Iteration 18Q: 3 clusters Score -2760296 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2760326.000000 Penalty: 4943.854492
	Iteration 19Q: 3 clusters Score -2760326 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2760360.000000 Penalty: 4943.854492
	Iteration 20F: 3 clusters Score -2760360 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2760381.000000 Penalty: 4943.854492
	Iteration 21Q: 3 clusters Score -2760381 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2760402.250000 Penalty: 4943.854492
	Iteration 22Q: 3 clusters Score -2760402 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2760428.250000 Penalty: 4943.854492
	Iteration 23Q: 3 clusters Score -2760428 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2760454.250000 Penalty: 4943.854492
	Iteration 24Q: 3 clusters Score -2760454 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2760477.000000 Penalty: 4943.854492
	Iteration 25Q: 3 clusters Score -2760477 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2760499.500000 Penalty: 4943.854492
	Iteration 26Q: 3 clusters Score -2760500 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2760531.500000 Penalty: 4943.854492
	Iteration 27Q: 3 clusters Score -2760532 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2760555.250000 Penalty: 4943.854492
	Iteration 28Q: 3 clusters Score -2760555 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2760581.750000 Penalty: 4943.854492
	Iteration 29Q: 3 clusters Score -2760582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2760607.750000 Penalty: 4943.854492
	Iteration 30Q: 3 clusters Score -2760608 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2760621.500000 Penalty: 4943.854492
	Iteration 31Q: 3 clusters Score -2760622 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2760638.750000 Penalty: 4943.854492
	Iteration 32Q: 3 clusters Score -2760639 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2760653.000000 Penalty: 4943.854492
	Iteration 33Q: 3 clusters Score -2760653 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2760689.500000 Penalty: 4943.854492
	Iteration 34Q: 3 clusters Score -2760690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2760707.750000 Penalty: 4943.854492
	Iteration 35Q: 3 clusters Score -2760708 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2760731.000000 Penalty: 4943.854492
	Iteration 36Q: 3 clusters Score -2760731 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2760757.750000 Penalty: 4943.854492
	Iteration 37Q: 3 clusters Score -2760758 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2760772.500000 Penalty: 4943.854492
	Iteration 38Q: 3 clusters Score -2760772 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2760792.500000 Penalty: 4943.854492
	Iteration 39Q: 3 clusters Score -2760792 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2760806.750000 Penalty: 4943.854492
	Iteration 40F: 3 clusters Score -2760807 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2760834.000000 Penalty: 4943.854492
	Iteration 41Q: 3 clusters Score -2760834 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2760858.000000 Penalty: 4943.854492
	Iteration 42Q: 3 clusters Score -2760858 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2760864.000000 Penalty: 4943.854492
	Iteration 43Q: 3 clusters Score -2760864 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2760884.750000 Penalty: 4943.854492
	Iteration 44Q: 3 clusters Score -2760885 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2760911.000000 Penalty: 4943.854492
	Iteration 45Q: 3 clusters Score -2760911 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2760924.500000 Penalty: 4943.854492
	Iteration 46Q: 3 clusters Score -2760924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2760947.500000 Penalty: 4943.854492
	Iteration 47Q: 3 clusters Score -2760948 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2760959.000000 Penalty: 4943.854492
	Iteration 48Q: 3 clusters Score -2760959 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2760970.500000 Penalty: 4943.854492
	Iteration 49Q: 3 clusters Score -2760970 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2760992.750000 Penalty: 4943.854492
	Iteration 50Q: 3 clusters Score -2760993 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2760997.500000 Penalty: 4943.854492
	Iteration 51Q: 3 clusters Score -2760998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2761020.250000 Penalty: 4943.854492
	Iteration 52Q: 3 clusters Score -2761020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2761042.750000 Penalty: 4943.854492
	Iteration 53Q: 3 clusters Score -2761043 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2761065.250000 Penalty: 4943.854492
	Iteration 54Q: 3 clusters Score -2761065 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2761081.250000 Penalty: 4943.854492
	Iteration 55Q: 3 clusters Score -2761081 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2761103.500000 Penalty: 4943.854492
	Iteration 56Q: 3 clusters Score -2761104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2761128.750000 Penalty: 4943.854492
	Iteration 57Q: 3 clusters Score -2761129 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2761148.000000 Penalty: 4943.854492
	Iteration 58Q: 3 clusters Score -2761148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2761171.500000 Penalty: 4943.854492
	Iteration 59Q: 3 clusters Score -2761172 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2761190.250000 Penalty: 4943.854492
	Iteration 60F: 3 clusters Score -2761190 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2761210.250000 Penalty: 4943.854492
	Iteration 61Q: 3 clusters Score -2761210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2761216.500000 Penalty: 4943.854492
	Iteration 62Q: 3 clusters Score -2761216 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2761232.750000 Penalty: 4943.854492
	Iteration 63Q: 3 clusters Score -2761233 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2761242.750000 Penalty: 4943.854492
	Iteration 64Q: 3 clusters Score -2761243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2761258.000000 Penalty: 4943.854492
	Iteration 65Q: 3 clusters Score -2761258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2761259.750000 Penalty: 4943.854492
	Iteration 66Q: 3 clusters Score -2761260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2761265.250000 Penalty: 4943.854492
	Iteration 67Q: 3 clusters Score -2761265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2761266.000000 Penalty: 4943.854492
	Iteration 68Q: 3 clusters Score -2761266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2761276.000000 Penalty: 4943.854492
	Iteration 69Q: 3 clusters Score -2761276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2761281.500000 Penalty: 4943.854492
	Iteration 70Q: 3 clusters Score -2761282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2761283.500000 Penalty: 4943.854492
	Iteration 71Q: 3 clusters Score -2761284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2761290.500000 Penalty: 4943.854492
	Iteration 72Q: 3 clusters Score -2761290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2761289.500000 Penalty: 4943.854492
	Iteration 73Q: 3 clusters Score -2761290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2761302.500000 Penalty: 4943.854492
	Iteration 74Q: 3 clusters Score -2761302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2761306.500000 Penalty: 4943.854492
	Iteration 75Q: 3 clusters Score -2761306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2761308.250000 Penalty: 4943.854492
	Iteration 76Q: 3 clusters Score -2761308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2761314.250000 Penalty: 4943.854492
	Iteration 77Q: 3 clusters Score -2761314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2761323.250000 Penalty: 4943.854492
	Iteration 78Q: 3 clusters Score -2761323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2761333.250000 Penalty: 4943.854492
	Iteration 79Q: 3 clusters Score -2761333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2761342.250000 Penalty: 4943.854492
	Iteration 80F: 3 clusters Score -2761342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2761347.500000 Penalty: 4943.854492
	Iteration 81Q: 3 clusters Score -2761348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2761343.500000 Penalty: 4943.854492
	Iteration 82Q: 3 clusters Score -2761344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2761345.250000 Penalty: 4943.854492
	Iteration 83Q: 3 clusters Score -2761345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2761347.750000 Penalty: 4943.854492
	Iteration 84Q: 3 clusters Score -2761348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2761347.500000 Penalty: 4943.854492
	Iteration 85Q: 3 clusters Score -2761348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2761349.000000 Penalty: 4943.854492
	Iteration 86Q: 3 clusters Score -2761349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2761350.250000 Penalty: 4943.854492
	Iteration 87Q: 3 clusters Score -2761350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2761352.500000 Penalty: 4943.854492
	Iteration 88Q: 3 clusters Score -2761352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2761356.500000 Penalty: 4943.854492
	Iteration 89Q: 3 clusters Score -2761356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2761359.500000 Penalty: 4943.854492
	Iteration 90Q: 3 clusters Score -2761360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2761360.500000 Penalty: 4943.854492
	Iteration 91Q: 3 clusters Score -2761360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2761363.000000 Penalty: 4943.854492
	Iteration 92Q: 3 clusters Score -2761363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2761366.500000 Penalty: 4943.854492
	Iteration 93Q: 3 clusters Score -2761366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2761366.750000 Penalty: 4943.854492
	Iteration 94Q: 3 clusters Score -2761367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2761366.750000 Penalty: 4943.854492
	Iteration 95F: 3 clusters Score -2761367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Entering Unmasked Estep 
Score: -3759026.000000 Penalty: 2547.132812
	Iteration 0F: 2 clusters Score -3759026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3739216.500000 Penalty: 5094.265625
	Iteration 0F: 3 clusters Score -3739216 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3746485.250000 Penalty: 5094.265625
	Iteration 1F: 3 clusters Score -3746485 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -3747394.250000 Penalty: 5094.265625
	Iteration 2F: 3 clusters Score -3747394 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3748367.250000 Penalty: 5094.265625
	Iteration 3F: 3 clusters Score -3748367 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -3749295.500000 Penalty: 5094.265625
	Iteration 4F: 3 clusters Score -3749296 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3750357.000000 Penalty: 5094.265625
	Iteration 5F: 3 clusters Score -3750357 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3751621.500000 Penalty: 5094.265625
	Iteration 6F: 3 clusters Score -3751622 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3753037.750000 Penalty: 5094.265625
	Iteration 7F: 3 clusters Score -3753038 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -3754368.250000 Penalty: 5094.265625
	Iteration 8F: 3 clusters Score -3754368 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3755422.250000 Penalty: 5094.265625
	Iteration 9F: 3 clusters Score -3755422 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -3756196.500000 Penalty: 5094.265625
	Iteration 10Q: 3 clusters Score -3756196 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -3756874.750000 Penalty: 5094.265625
	Iteration 11Q: 3 clusters Score -3756875 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -3757461.250000 Penalty: 5094.265625
	Iteration 12Q: 3 clusters Score -3757461 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3758054.750000 Penalty: 5094.265625
	Iteration 13Q: 3 clusters Score -3758055 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -3758627.500000 Penalty: 5094.265625
	Iteration 14Q: 3 clusters Score -3758628 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3759135.250000 Penalty: 5094.265625
	Iteration 15Q: 3 clusters Score -3759135 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3759651.500000 Penalty: 5094.265625
	Iteration 16Q: 3 clusters Score -3759652 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3760097.500000 Penalty: 5094.265625
	Iteration 17Q: 3 clusters Score -3760098 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3760471.750000 Penalty: 5094.265625
	Iteration 18Q: 3 clusters Score -3760472 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3760745.500000 Penalty: 5094.265625
	Iteration 19Q: 3 clusters Score -3760746 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3760942.000000 Penalty: 5094.265625
	Iteration 20F: 3 clusters Score -3760942 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3761078.500000 Penalty: 5094.265625
	Iteration 21Q: 3 clusters Score -3761078 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3761149.250000 Penalty: 5094.265625
	Iteration 22Q: 3 clusters Score -3761149 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3761185.250000 Penalty: 5094.265625
	Iteration 23Q: 3 clusters Score -3761185 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3761195.750000 Penalty: 5094.265625
	Iteration 24Q: 3 clusters Score -3761196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3761219.500000 Penalty: 5094.265625
	Iteration 25Q: 3 clusters Score -3761220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3761234.000000 Penalty: 5094.265625
	Iteration 26Q: 3 clusters Score -3761234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3761246.250000 Penalty: 5094.265625
	Iteration 27Q: 3 clusters Score -3761246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3761247.750000 Penalty: 5094.265625
	Iteration 28Q: 3 clusters Score -3761248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3761256.000000 Penalty: 5094.265625
	Iteration 29Q: 3 clusters Score -3761256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3761260.000000 Penalty: 5094.265625
	Iteration 30Q: 3 clusters Score -3761260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3761270.250000 Penalty: 5094.265625
	Iteration 31Q: 3 clusters Score -3761270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3761268.500000 Penalty: 5094.265625
	Iteration 32Q: 3 clusters Score -3761268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3761273.250000 Penalty: 5094.265625
	Iteration 33Q: 3 clusters Score -3761273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3761269.250000 Penalty: 5094.265625
	Iteration 34Q: 3 clusters Score -3761269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3761274.500000 Penalty: 5094.265625
	Iteration 35Q: 3 clusters Score -3761274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3761272.000000 Penalty: 5094.265625
	Iteration 36Q: 3 clusters Score -3761272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3761270.750000 Penalty: 5094.265625
	Iteration 37Q: 3 clusters Score -3761271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3761268.500000 Penalty: 5094.265625
	Iteration 38Q: 3 clusters Score -3761268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3761269.250000 Penalty: 5094.265625
	Iteration 39Q: 3 clusters Score -3761269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3761271.250000 Penalty: 5094.265625
	Iteration 40F: 3 clusters Score -3761271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 97795 members 
Mstep: Class 3 contains 18241 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 37914 members 
Mstep: Class 6 contains 3817 members 
Mstep: Class 7 contains 6795 members 
Mstep: Class 8 contains 128087 members 
Mstep: Class 9 contains 5189 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 44188 members 
Mstep: Class 12 contains 11508 members 
Mstep: Class 13 contains 21321 members 
Mstep: Class 14 contains 26834 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 21832 members 
Mstep: Class 17 contains 43497 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 23334 members 
Mstep: Class 22 contains 15077 members 
Mstep: Class 23 contains 9910 members 
Mstep: Class 24 contains 19260 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 2040 members 
Entering Unmasked Estep 
Score: -73828144.000000 Penalty: 85563.578125
Splitting cluster 14 changes total score from -73816248.000000 to -73828144.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (1416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Entering Unmasked Estep 
Score: -150144.312500 Penalty: 1799.386719
	Iteration 0F: 2 clusters Score -150144.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -148258.812500 Penalty: 3598.773438
	Iteration 0F: 3 clusters Score -148258.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -149887.750000 Penalty: 3598.773438
	Iteration 1F: 3 clusters Score -149887.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -151423.125000 Penalty: 3598.773438
	Iteration 2F: 3 clusters Score -151423.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -152590.062500 Penalty: 3598.773438
	Iteration 3F: 3 clusters Score -152590.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -153700.437500 Penalty: 3598.773438
	Iteration 4F: 3 clusters Score -153700.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -154458.000000 Penalty: 3598.773438
	Iteration 5F: 3 clusters Score -154458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -154832.281250 Penalty: 3598.773438
	Iteration 6Q: 3 clusters Score -154832.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -154890.203125 Penalty: 3598.773438
	Iteration 7Q: 3 clusters Score -154890.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -154915.484375 Penalty: 3598.773438
	Iteration 8Q: 3 clusters Score -154915.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -154915.484375 Penalty: 3598.773438
	Iteration 9F: 3 clusters Score -154915.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 97795 members 
Mstep: Class 3 contains 18241 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 37914 members 
Mstep: Class 6 contains 3817 members 
Mstep: Class 7 contains 6795 members 
Mstep: Class 8 contains 128087 members 
Mstep: Class 9 contains 5189 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 44188 members 
Mstep: Class 12 contains 11508 members 
Mstep: Class 13 contains 21321 members 
Mstep: Class 14 contains 26834 members 
Mstep: Class 15 contains 503 members 
Mstep: Class 16 contains 21832 members 
Mstep: Class 17 contains 43497 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 23334 members 
Mstep: Class 22 contains 15077 members 
Mstep: Class 23 contains 9910 members 
Mstep: Class 24 contains 19260 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 2040 members 
Mstep: Class 27 contains 913 members 
Entering Unmasked Estep 
Score: -73831256.000000 Penalty: 88854.484375
Splitting cluster 15 changes total score from -73816248.000000 to -73831256.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (21832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Entering Unmasked Estep 
Score: -2810849.250000 Penalty: 2477.800781
	Iteration 0F: 2 clusters Score -2810849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2795649.000000 Penalty: 4955.601562
	Iteration 0F: 3 clusters Score -2795649 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2801374.250000 Penalty: 4955.601562
	Iteration 1F: 3 clusters Score -2801374 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2804314.250000 Penalty: 4955.601562
	Iteration 2F: 3 clusters Score -2804314 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2809738.000000 Penalty: 4955.601562
	Iteration 3F: 3 clusters Score -2809738 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2813304.250000 Penalty: 4955.601562
	Iteration 4F: 3 clusters Score -2813304 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2814989.750000 Penalty: 4955.601562
	Iteration 5F: 3 clusters Score -2814990 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2815516.750000 Penalty: 4955.601562
	Iteration 6Q: 3 clusters Score -2815517 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2815710.500000 Penalty: 4955.601562
	Iteration 7Q: 3 clusters Score -2815710 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2815835.500000 Penalty: 4955.601562
	Iteration 8Q: 3 clusters Score -2815836 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2815912.500000 Penalty: 4955.601562
	Iteration 9Q: 3 clusters Score -2815912 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2815981.750000 Penalty: 4955.601562
	Iteration 10Q: 3 clusters Score -2815982 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2816054.000000 Penalty: 4955.601562
	Iteration 11Q: 3 clusters Score -2816054 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2816145.500000 Penalty: 4955.601562
	Iteration 12Q: 3 clusters Score -2816146 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2816252.250000 Penalty: 4955.601562
	Iteration 13Q: 3 clusters Score -2816252 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2816368.500000 Penalty: 4955.601562
	Iteration 14Q: 3 clusters Score -2816368 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2816507.500000 Penalty: 4955.601562
	Iteration 15Q: 3 clusters Score -2816508 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2816627.250000 Penalty: 4955.601562
	Iteration 16Q: 3 clusters Score -2816627 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2816754.000000 Penalty: 4955.601562
	Iteration 17Q: 3 clusters Score -2816754 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2816847.500000 Penalty: 4955.601562
	Iteration 18Q: 3 clusters Score -2816848 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2816907.250000 Penalty: 4955.601562
	Iteration 19Q: 3 clusters Score -2816907 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2816960.500000 Penalty: 4955.601562
	Iteration 20F: 3 clusters Score -2816960 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2816986.000000 Penalty: 4955.601562
	Iteration 21Q: 3 clusters Score -2816986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2817006.500000 Penalty: 4955.601562
	Iteration 22Q: 3 clusters Score -2817006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2817011.750000 Penalty: 4955.601562
	Iteration 23Q: 3 clusters Score -2817012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2817015.250000 Penalty: 4955.601562
	Iteration 24Q: 3 clusters Score -2817015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2817024.500000 Penalty: 4955.601562
	Iteration 25Q: 3 clusters Score -2817024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2817021.250000 Penalty: 4955.601562
	Iteration 26Q: 3 clusters Score -2817021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2817023.250000 Penalty: 4955.601562
	Iteration 27Q: 3 clusters Score -2817023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2817026.500000 Penalty: 4955.601562
	Iteration 28Q: 3 clusters Score -2817026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2817026.250000 Penalty: 4955.601562
	Iteration 29Q: 3 clusters Score -2817026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2817027.000000 Penalty: 4955.601562
	Iteration 30Q: 3 clusters Score -2817027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2817027.000000 Penalty: 4955.601562
	Iteration 31F: 3 clusters Score -2817027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 97795 members 
Mstep: Class 3 contains 18241 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 37914 members 
Mstep: Class 6 contains 3817 members 
Mstep: Class 7 contains 6795 members 
Mstep: Class 8 contains 128087 members 
Mstep: Class 9 contains 5189 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 44188 members 
Mstep: Class 12 contains 11508 members 
Mstep: Class 13 contains 21321 members 
Mstep: Class 14 contains 26834 members 
Mstep: Class 15 contains 503 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 43497 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 23334 members 
Mstep: Class 22 contains 15077 members 
Mstep: Class 23 contains 9910 members 
Mstep: Class 24 contains 19260 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 2040 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 19664 members 
Entering Unmasked Estep 
Score: -73836712.000000 Penalty: 92145.390625
Splitting cluster 16 changes total score from -73816248.000000 to -73836712.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (43497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Entering Unmasked Estep 
Score: -5670330.500000 Penalty: 2648.750977
	Iteration 0F: 2 clusters Score -5670330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -5641057.000000 Penalty: 5297.501953
	Iteration 0F: 3 clusters Score -5641057 nChanged 19951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -5652333.500000 Penalty: 5297.501953
	Iteration 1F: 3 clusters Score -5652334 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -5653174.000000 Penalty: 5297.501953
	Iteration 2Q: 3 clusters Score -5653174 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -5654173.000000 Penalty: 5297.501953
	Iteration 3F: 3 clusters Score -5654173 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -5655470.000000 Penalty: 5297.501953
	Iteration 4F: 3 clusters Score -5655470 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -5657252.500000 Penalty: 5297.501953
	Iteration 5F: 3 clusters Score -5657252 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -5659454.000000 Penalty: 5297.501953
	Iteration 6F: 3 clusters Score -5659454 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -5661734.000000 Penalty: 5297.501953
	Iteration 7F: 3 clusters Score -5661734 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -5663679.500000 Penalty: 5297.501953
	Iteration 8F: 3 clusters Score -5663680 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -5665070.000000 Penalty: 5297.501953
	Iteration 9F: 3 clusters Score -5665070 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -5666112.000000 Penalty: 5297.501953
	Iteration 10Q: 3 clusters Score -5666112 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -5666754.500000 Penalty: 5297.501953
	Iteration 11Q: 3 clusters Score -5666754 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -5667238.000000 Penalty: 5297.501953
	Iteration 12Q: 3 clusters Score -5667238 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -5667560.500000 Penalty: 5297.501953
	Iteration 13Q: 3 clusters Score -5667560 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -5667840.000000 Penalty: 5297.501953
	Iteration 14Q: 3 clusters Score -5667840 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -5668070.000000 Penalty: 5297.501953
	Iteration 15Q: 3 clusters Score -5668070 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -5668256.000000 Penalty: 5297.501953
	Iteration 16Q: 3 clusters Score -5668256 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -5668433.000000 Penalty: 5297.501953
	Iteration 17Q: 3 clusters Score -5668433 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -5668581.000000 Penalty: 5297.501953
	Iteration 18Q: 3 clusters Score -5668581 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -5668761.500000 Penalty: 5297.501953
	Iteration 19Q: 3 clusters Score -5668762 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -5668998.000000 Penalty: 5297.501953
	Iteration 20F: 3 clusters Score -5668998 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -5669281.500000 Penalty: 5297.501953
	Iteration 21Q: 3 clusters Score -5669282 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -5669638.500000 Penalty: 5297.501953
	Iteration 22Q: 3 clusters Score -5669638 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -5670103.000000 Penalty: 5297.501953
	Iteration 23Q: 3 clusters Score -5670103 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -5670694.500000 Penalty: 5297.501953
	Iteration 24Q: 3 clusters Score -5670694 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -5671216.000000 Penalty: 5297.501953
	Iteration 25Q: 3 clusters Score -5671216 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -5671588.000000 Penalty: 5297.501953
	Iteration 26Q: 3 clusters Score -5671588 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -5671728.500000 Penalty: 5297.501953
	Iteration 27Q: 3 clusters Score -5671728 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -5671807.000000 Penalty: 5297.501953
	Iteration 28Q: 3 clusters Score -5671807 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -5671829.000000 Penalty: 5297.501953
	Iteration 29Q: 3 clusters Score -5671829 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -5671842.500000 Penalty: 5297.501953
	Iteration 30Q: 3 clusters Score -5671842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -5671843.500000 Penalty: 5297.501953
	Iteration 31Q: 3 clusters Score -5671844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -5671853.000000 Penalty: 5297.501953
	Iteration 32Q: 3 clusters Score -5671853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -5671858.500000 Penalty: 5297.501953
	Iteration 33Q: 3 clusters Score -5671858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -5671860.000000 Penalty: 5297.501953
	Iteration 34Q: 3 clusters Score -5671860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -5671862.000000 Penalty: 5297.501953
	Iteration 35Q: 3 clusters Score -5671862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -5671856.500000 Penalty: 5297.501953
	Iteration 36Q: 3 clusters Score -5671856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -5671858.000000 Penalty: 5297.501953
	Iteration 37Q: 3 clusters Score -5671858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -5671861.500000 Penalty: 5297.501953
	Iteration 38Q: 3 clusters Score -5671862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -5671867.500000 Penalty: 5297.501953
	Iteration 39Q: 3 clusters Score -5671868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -5671868.000000 Penalty: 5297.501953
	Iteration 40F: 3 clusters Score -5671868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 97795 members 
Mstep: Class 3 contains 18241 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 37914 members 
Mstep: Class 6 contains 3817 members 
Mstep: Class 7 contains 6795 members 
Mstep: Class 8 contains 128087 members 
Mstep: Class 9 contains 5189 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 44188 members 
Mstep: Class 12 contains 11508 members 
Mstep: Class 13 contains 21321 members 
Mstep: Class 14 contains 26834 members 
Mstep: Class 15 contains 503 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 38725 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 23334 members 
Mstep: Class 22 contains 15077 members 
Mstep: Class 23 contains 9910 members 
Mstep: Class 24 contains 19260 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 2040 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 19664 members 
Mstep: Class 29 contains 4772 members 
Entering Unmasked Estep 
Score: -73837624.000000 Penalty: 95436.296875
Splitting cluster 17 changes total score from -73816248.000000 to -73837624.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -212280.390625 Penalty: 1873.994141
	Iteration 0F: 2 clusters Score -212280.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -210082.515625 Penalty: 3747.988281
	Iteration 0F: 3 clusters Score -210082.5 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -212342.562500 Penalty: 3747.988281
	Iteration 1F: 3 clusters Score -212342.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -213905.390625 Penalty: 3747.988281
	Iteration 2F: 3 clusters Score -213905.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -214799.281250 Penalty: 3747.988281
	Iteration 3F: 3 clusters Score -214799.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -215680.250000 Penalty: 3747.988281
	Iteration 4F: 3 clusters Score -215680.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -216312.515625 Penalty: 3747.988281
	Iteration 5Q: 3 clusters Score -216312.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -216558.187500 Penalty: 3747.988281
	Iteration 6Q: 3 clusters Score -216558.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -216590.109375 Penalty: 3747.988281
	Iteration 7Q: 3 clusters Score -216590.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -216620.078125 Penalty: 3747.988281
	Iteration 8Q: 3 clusters Score -216620.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -216629.671875 Penalty: 3747.988281
	Iteration 9Q: 3 clusters Score -216629.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -216635.453125 Penalty: 3747.988281
	Iteration 10Q: 3 clusters Score -216635.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -216638.671875 Penalty: 3747.988281
	Iteration 11Q: 3 clusters Score -216638.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -216640.531250 Penalty: 3747.988281
	Iteration 12Q: 3 clusters Score -216640.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -216662.843750 Penalty: 3747.988281
	Iteration 13F: 3 clusters Score -216662.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -216758.171875 Penalty: 3747.988281
	Iteration 14Q: 3 clusters Score -216758.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -216836.593750 Penalty: 3747.988281
	Iteration 15Q: 3 clusters Score -216836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -216875.312500 Penalty: 3747.988281
	Iteration 16Q: 3 clusters Score -216875.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -216983.156250 Penalty: 3747.988281
	Iteration 17Q: 3 clusters Score -216983.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -217244.593750 Penalty: 3747.988281
	Iteration 18Q: 3 clusters Score -217244.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -217864.578125 Penalty: 3747.988281
	Iteration 19Q: 3 clusters Score -217864.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -217868.250000 Penalty: 3747.988281
	Iteration 20F: 3 clusters Score -217868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 97795 members 
Mstep: Class 3 contains 18241 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 37914 members 
Mstep: Class 6 contains 3817 members 
Mstep: Class 7 contains 6795 members 
Mstep: Class 8 contains 128087 members 
Mstep: Class 9 contains 5189 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 44188 members 
Mstep: Class 12 contains 11508 members 
Mstep: Class 13 contains 21321 members 
Mstep: Class 14 contains 26834 members 
Mstep: Class 15 contains 503 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 38725 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 23334 members 
Mstep: Class 22 contains 15077 members 
Mstep: Class 23 contains 9910 members 
Mstep: Class 24 contains 19260 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 2040 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 19664 members 
Mstep: Class 29 contains 4772 members 
Mstep: Class 30 contains 1356 members 
Entering Unmasked Estep 
Score: -73842088.000000 Penalty: 98727.203125
Splitting cluster 18 changes total score from -73816248.000000 to -73842088.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (3856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Entering Unmasked Estep 
Score: -450574.781250 Penalty: 2047.831543
	Iteration 0F: 2 clusters Score -450574.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -446879.625000 Penalty: 4095.663086
	Iteration 0F: 3 clusters Score -446879.6 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -447952.312500 Penalty: 4095.663086
	Iteration 1F: 3 clusters Score -447952.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -448412.968750 Penalty: 4095.663086
	Iteration 2F: 3 clusters Score -448413 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -448849.500000 Penalty: 4095.663086
	Iteration 3F: 3 clusters Score -448849.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -449443.406250 Penalty: 4095.663086
	Iteration 4F: 3 clusters Score -449443.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -449854.625000 Penalty: 4095.663086
	Iteration 5F: 3 clusters Score -449854.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -450215.843750 Penalty: 4095.663086
	Iteration 6F: 3 clusters Score -450215.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -450531.406250 Penalty: 4095.663086
	Iteration 7F: 3 clusters Score -450531.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -450761.031250 Penalty: 4095.663086
	Iteration 8Q: 3 clusters Score -450761 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -450956.281250 Penalty: 4095.663086
	Iteration 9Q: 3 clusters Score -450956.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -451140.468750 Penalty: 4095.663086
	Iteration 10Q: 3 clusters Score -451140.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -451292.187500 Penalty: 4095.663086
	Iteration 11Q: 3 clusters Score -451292.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -451376.468750 Penalty: 4095.663086
	Iteration 12Q: 3 clusters Score -451376.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -451407.781250 Penalty: 4095.663086
	Iteration 13Q: 3 clusters Score -451407.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -451419.687500 Penalty: 4095.663086
	Iteration 14Q: 3 clusters Score -451419.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -451429.406250 Penalty: 4095.663086
	Iteration 15Q: 3 clusters Score -451429.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -451435.031250 Penalty: 4095.663086
	Iteration 16Q: 3 clusters Score -451435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -451438.625000 Penalty: 4095.663086
	Iteration 17Q: 3 clusters Score -451438.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -451442.250000 Penalty: 4095.663086
	Iteration 18Q: 3 clusters Score -451442.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -451445.906250 Penalty: 4095.663086
	Iteration 19Q: 3 clusters Score -451445.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -451445.718750 Penalty: 4095.663086
	Iteration 20F: 3 clusters Score -451445.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 97795 members 
Mstep: Class 3 contains 18241 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 37914 members 
Mstep: Class 6 contains 3817 members 
Mstep: Class 7 contains 6795 members 
Mstep: Class 8 contains 128087 members 
Mstep: Class 9 contains 5189 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 44188 members 
Mstep: Class 12 contains 11508 members 
Mstep: Class 13 contains 21321 members 
Mstep: Class 14 contains 26834 members 
Mstep: Class 15 contains 503 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 38725 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 23334 members 
Mstep: Class 22 contains 15077 members 
Mstep: Class 23 contains 9910 members 
Mstep: Class 24 contains 19260 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 2040 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 19664 members 
Mstep: Class 29 contains 4772 members 
Mstep: Class 30 contains 1356 members 
Mstep: Class 31 contains 1842 members 
Entering Unmasked Estep 
Score: -73841584.000000 Penalty: 102018.117188
Splitting cluster 19 changes total score from -73816248.000000 to -73841584.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (4549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Entering Unmasked Estep 
Score: -597838.187500 Penalty: 2088.820312
	Iteration 0F: 2 clusters Score -597838.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -593683.250000 Penalty: 4177.640625
	Iteration 0F: 3 clusters Score -593683.2 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -594637.562500 Penalty: 4177.640625
	Iteration 1F: 3 clusters Score -594637.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -594847.937500 Penalty: 4177.640625
	Iteration 2F: 3 clusters Score -594847.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -594978.437500 Penalty: 4177.640625
	Iteration 3Q: 3 clusters Score -594978.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -595059.875000 Penalty: 4177.640625
	Iteration 4Q: 3 clusters Score -595059.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -595120.500000 Penalty: 4177.640625
	Iteration 5Q: 3 clusters Score -595120.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -595169.125000 Penalty: 4177.640625
	Iteration 6Q: 3 clusters Score -595169.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -595208.375000 Penalty: 4177.640625
	Iteration 7Q: 3 clusters Score -595208.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -595247.750000 Penalty: 4177.640625
	Iteration 8Q: 3 clusters Score -595247.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -595288.187500 Penalty: 4177.640625
	Iteration 9Q: 3 clusters Score -595288.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -595314.687500 Penalty: 4177.640625
	Iteration 10Q: 3 clusters Score -595314.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -595336.625000 Penalty: 4177.640625
	Iteration 11Q: 3 clusters Score -595336.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -595348.312500 Penalty: 4177.640625
	Iteration 12Q: 3 clusters Score -595348.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -595357.625000 Penalty: 4177.640625
	Iteration 13Q: 3 clusters Score -595357.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -595367.187500 Penalty: 4177.640625
	Iteration 14Q: 3 clusters Score -595367.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -595373.687500 Penalty: 4177.640625
	Iteration 15Q: 3 clusters Score -595373.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -595381.062500 Penalty: 4177.640625
	Iteration 16Q: 3 clusters Score -595381.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -595389.437500 Penalty: 4177.640625
	Iteration 17Q: 3 clusters Score -595389.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -595398.125000 Penalty: 4177.640625
	Iteration 18Q: 3 clusters Score -595398.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -595407.312500 Penalty: 4177.640625
	Iteration 19Q: 3 clusters Score -595407.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -595418.875000 Penalty: 4177.640625
	Iteration 20F: 3 clusters Score -595418.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -595427.437500 Penalty: 4177.640625
	Iteration 21Q: 3 clusters Score -595427.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -595433.312500 Penalty: 4177.640625
	Iteration 22Q: 3 clusters Score -595433.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -595440.187500 Penalty: 4177.640625
	Iteration 23Q: 3 clusters Score -595440.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -595444.750000 Penalty: 4177.640625
	Iteration 24Q: 3 clusters Score -595444.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -595450.000000 Penalty: 4177.640625
	Iteration 25Q: 3 clusters Score -595450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -595457.125000 Penalty: 4177.640625
	Iteration 26Q: 3 clusters Score -595457.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -595463.375000 Penalty: 4177.640625
	Iteration 27Q: 3 clusters Score -595463.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -595469.562500 Penalty: 4177.640625
	Iteration 28Q: 3 clusters Score -595469.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -595476.250000 Penalty: 4177.640625
	Iteration 29Q: 3 clusters Score -595476.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -595482.375000 Penalty: 4177.640625
	Iteration 30Q: 3 clusters Score -595482.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -595489.125000 Penalty: 4177.640625
	Iteration 31Q: 3 clusters Score -595489.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -595496.062500 Penalty: 4177.640625
	Iteration 32Q: 3 clusters Score -595496.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -595507.312500 Penalty: 4177.640625
	Iteration 33Q: 3 clusters Score -595507.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -595524.000000 Penalty: 4177.640625
	Iteration 34Q: 3 clusters Score -595524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -595538.562500 Penalty: 4177.640625
	Iteration 35Q: 3 clusters Score -595538.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -595552.375000 Penalty: 4177.640625
	Iteration 36Q: 3 clusters Score -595552.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -595565.187500 Penalty: 4177.640625
	Iteration 37Q: 3 clusters Score -595565.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -595577.562500 Penalty: 4177.640625
	Iteration 38Q: 3 clusters Score -595577.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -595583.437500 Penalty: 4177.640625
	Iteration 39Q: 3 clusters Score -595583.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -595588.437500 Penalty: 4177.640625
	Iteration 40F: 3 clusters Score -595588.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -595592.125000 Penalty: 4177.640625
	Iteration 41Q: 3 clusters Score -595592.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -595598.687500 Penalty: 4177.640625
	Iteration 42Q: 3 clusters Score -595598.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -595606.812500 Penalty: 4177.640625
	Iteration 43Q: 3 clusters Score -595606.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -595613.562500 Penalty: 4177.640625
	Iteration 44Q: 3 clusters Score -595613.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -595621.687500 Penalty: 4177.640625
	Iteration 45Q: 3 clusters Score -595621.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -595632.562500 Penalty: 4177.640625
	Iteration 46Q: 3 clusters Score -595632.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -595642.687500 Penalty: 4177.640625
	Iteration 47Q: 3 clusters Score -595642.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -595669.187500 Penalty: 4177.640625
	Iteration 48Q: 3 clusters Score -595669.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -595684.625000 Penalty: 4177.640625
	Iteration 49Q: 3 clusters Score -595684.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -595698.250000 Penalty: 4177.640625
	Iteration 50Q: 3 clusters Score -595698.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -595714.687500 Penalty: 4177.640625
	Iteration 51Q: 3 clusters Score -595714.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -595725.000000 Penalty: 4177.640625
	Iteration 52Q: 3 clusters Score -595725 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -595741.687500 Penalty: 4177.640625
	Iteration 53Q: 3 clusters Score -595741.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -595756.750000 Penalty: 4177.640625
	Iteration 54Q: 3 clusters Score -595756.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -595772.937500 Penalty: 4177.640625
	Iteration 55Q: 3 clusters Score -595772.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -595784.562500 Penalty: 4177.640625
	Iteration 56Q: 3 clusters Score -595784.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -595803.625000 Penalty: 4177.640625
	Iteration 57Q: 3 clusters Score -595803.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -595820.687500 Penalty: 4177.640625
	Iteration 58Q: 3 clusters Score -595820.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -595837.312500 Penalty: 4177.640625
	Iteration 59Q: 3 clusters Score -595837.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -595864.875000 Penalty: 4177.640625
	Iteration 60F: 3 clusters Score -595864.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -595887.312500 Penalty: 4177.640625
	Iteration 61Q: 3 clusters Score -595887.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -595904.812500 Penalty: 4177.640625
	Iteration 62Q: 3 clusters Score -595904.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -595921.000000 Penalty: 4177.640625
	Iteration 63Q: 3 clusters Score -595921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -595939.437500 Penalty: 4177.640625
	Iteration 64Q: 3 clusters Score -595939.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -595959.062500 Penalty: 4177.640625
	Iteration 65Q: 3 clusters Score -595959.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -595978.812500 Penalty: 4177.640625
	Iteration 66Q: 3 clusters Score -595978.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -595999.250000 Penalty: 4177.640625
	Iteration 67Q: 3 clusters Score -595999.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -596017.312500 Penalty: 4177.640625
	Iteration 68Q: 3 clusters Score -596017.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -596034.375000 Penalty: 4177.640625
	Iteration 69Q: 3 clusters Score -596034.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -596051.187500 Penalty: 4177.640625
	Iteration 70Q: 3 clusters Score -596051.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -596064.250000 Penalty: 4177.640625
	Iteration 71Q: 3 clusters Score -596064.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -596080.812500 Penalty: 4177.640625
	Iteration 72Q: 3 clusters Score -596080.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -596100.812500 Penalty: 4177.640625
	Iteration 73Q: 3 clusters Score -596100.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -596121.750000 Penalty: 4177.640625
	Iteration 74Q: 3 clusters Score -596121.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -596140.375000 Penalty: 4177.640625
	Iteration 75Q: 3 clusters Score -596140.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -596153.562500 Penalty: 4177.640625
	Iteration 76Q: 3 clusters Score -596153.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -596167.062500 Penalty: 4177.640625
	Iteration 77Q: 3 clusters Score -596167.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -596174.000000 Penalty: 4177.640625
	Iteration 78Q: 3 clusters Score -596174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -596183.937500 Penalty: 4177.640625
	Iteration 79Q: 3 clusters Score -596183.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -596189.500000 Penalty: 4177.640625
	Iteration 80F: 3 clusters Score -596189.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -596197.000000 Penalty: 4177.640625
	Iteration 81Q: 3 clusters Score -596197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -596202.750000 Penalty: 4177.640625
	Iteration 82Q: 3 clusters Score -596202.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -596210.312500 Penalty: 4177.640625
	Iteration 83Q: 3 clusters Score -596210.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -596213.312500 Penalty: 4177.640625
	Iteration 84Q: 3 clusters Score -596213.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -596217.437500 Penalty: 4177.640625
	Iteration 85Q: 3 clusters Score -596217.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -596223.062500 Penalty: 4177.640625
	Iteration 86Q: 3 clusters Score -596223.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -596229.875000 Penalty: 4177.640625
	Iteration 87Q: 3 clusters Score -596229.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -596236.500000 Penalty: 4177.640625
	Iteration 88Q: 3 clusters Score -596236.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -596246.562500 Penalty: 4177.640625
	Iteration 89Q: 3 clusters Score -596246.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -596259.437500 Penalty: 4177.640625
	Iteration 90Q: 3 clusters Score -596259.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -596272.062500 Penalty: 4177.640625
	Iteration 91Q: 3 clusters Score -596272.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -596284.687500 Penalty: 4177.640625
	Iteration 92Q: 3 clusters Score -596284.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -596292.000000 Penalty: 4177.640625
	Iteration 93Q: 3 clusters Score -596292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -596294.625000 Penalty: 4177.640625
	Iteration 94Q: 3 clusters Score -596294.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -596308.937500 Penalty: 4177.640625
	Iteration 95Q: 3 clusters Score -596308.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -596317.812500 Penalty: 4177.640625
	Iteration 96Q: 3 clusters Score -596317.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -596321.500000 Penalty: 4177.640625
	Iteration 97Q: 3 clusters Score -596321.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -596325.062500 Penalty: 4177.640625
	Iteration 98Q: 3 clusters Score -596325.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -596326.000000 Penalty: 4177.640625
	Iteration 99Q: 3 clusters Score -596326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -596327.062500 Penalty: 4177.640625
	Iteration 100F: 3 clusters Score -596327.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -596327.687500 Penalty: 4177.640625
	Iteration 101Q: 3 clusters Score -596327.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -596329.312500 Penalty: 4177.640625
	Iteration 102Q: 3 clusters Score -596329.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -596330.687500 Penalty: 4177.640625
	Iteration 103Q: 3 clusters Score -596330.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -596332.875000 Penalty: 4177.640625
	Iteration 104Q: 3 clusters Score -596332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -596333.125000 Penalty: 4177.640625
	Iteration 105Q: 3 clusters Score -596333.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -596336.062500 Penalty: 4177.640625
	Iteration 106Q: 3 clusters Score -596336.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -596336.937500 Penalty: 4177.640625
	Iteration 107Q: 3 clusters Score -596336.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -596337.937500 Penalty: 4177.640625
	Iteration 108Q: 3 clusters Score -596337.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -596338.937500 Penalty: 4177.640625
	Iteration 109Q: 3 clusters Score -596338.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -596342.125000 Penalty: 4177.640625
	Iteration 110Q: 3 clusters Score -596342.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -596345.937500 Penalty: 4177.640625
	Iteration 111Q: 3 clusters Score -596345.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -596346.375000 Penalty: 4177.640625
	Iteration 112Q: 3 clusters Score -596346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -596348.562500 Penalty: 4177.640625
	Iteration 113Q: 3 clusters Score -596348.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -596348.562500 Penalty: 4177.640625
	Iteration 114F: 3 clusters Score -596348.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Entering Unmasked Estep 
Score: -2834699.750000 Penalty: 2494.301270
	Iteration 0F: 2 clusters Score -2834700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2818647.750000 Penalty: 4988.602539
	Iteration 0F: 3 clusters Score -2818648 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2824618.750000 Penalty: 4988.602539
	Iteration 1F: 3 clusters Score -2824619 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2825648.250000 Penalty: 4988.602539
	Iteration 2F: 3 clusters Score -2825648 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2826846.250000 Penalty: 4988.602539
	Iteration 3F: 3 clusters Score -2826846 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2828110.250000 Penalty: 4988.602539
	Iteration 4F: 3 clusters Score -2828110 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2829309.750000 Penalty: 4988.602539
	Iteration 5F: 3 clusters Score -2829310 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2830349.250000 Penalty: 4988.602539
	Iteration 6F: 3 clusters Score -2830349 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2831208.500000 Penalty: 4988.602539
	Iteration 7F: 3 clusters Score -2831208 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2831863.250000 Penalty: 4988.602539
	Iteration 8Q: 3 clusters Score -2831863 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2832452.000000 Penalty: 4988.602539
	Iteration 9Q: 3 clusters Score -2832452 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2832955.750000 Penalty: 4988.602539
	Iteration 10Q: 3 clusters Score -2832956 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2833390.750000 Penalty: 4988.602539
	Iteration 11Q: 3 clusters Score -2833391 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2833710.250000 Penalty: 4988.602539
	Iteration 12Q: 3 clusters Score -2833710 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2833941.000000 Penalty: 4988.602539
	Iteration 13Q: 3 clusters Score -2833941 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2834122.250000 Penalty: 4988.602539
	Iteration 14Q: 3 clusters Score -2834122 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2834279.250000 Penalty: 4988.602539
	Iteration 15Q: 3 clusters Score -2834279 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2834415.500000 Penalty: 4988.602539
	Iteration 16Q: 3 clusters Score -2834416 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2834613.000000 Penalty: 4988.602539
	Iteration 17Q: 3 clusters Score -2834613 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2834799.000000 Penalty: 4988.602539
	Iteration 18Q: 3 clusters Score -2834799 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2835008.250000 Penalty: 4988.602539
	Iteration 19Q: 3 clusters Score -2835008 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2835250.750000 Penalty: 4988.602539
	Iteration 20F: 3 clusters Score -2835251 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2835476.750000 Penalty: 4988.602539
	Iteration 21Q: 3 clusters Score -2835477 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2835648.750000 Penalty: 4988.602539
	Iteration 22Q: 3 clusters Score -2835649 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2835756.250000 Penalty: 4988.602539
	Iteration 23Q: 3 clusters Score -2835756 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2835814.000000 Penalty: 4988.602539
	Iteration 24Q: 3 clusters Score -2835814 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2835844.000000 Penalty: 4988.602539
	Iteration 25Q: 3 clusters Score -2835844 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2835870.750000 Penalty: 4988.602539
	Iteration 26Q: 3 clusters Score -2835871 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2835882.500000 Penalty: 4988.602539
	Iteration 27Q: 3 clusters Score -2835882 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2835898.750000 Penalty: 4988.602539
	Iteration 28Q: 3 clusters Score -2835899 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2835896.000000 Penalty: 4988.602539
	Iteration 29Q: 3 clusters Score -2835896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2835907.000000 Penalty: 4988.602539
	Iteration 30Q: 3 clusters Score -2835907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2835900.750000 Penalty: 4988.602539
	Iteration 31Q: 3 clusters Score -2835901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2835913.750000 Penalty: 4988.602539
	Iteration 32Q: 3 clusters Score -2835914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2835910.250000 Penalty: 4988.602539
	Iteration 33Q: 3 clusters Score -2835910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2835912.250000 Penalty: 4988.602539
	Iteration 34Q: 3 clusters Score -2835912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2835908.500000 Penalty: 4988.602539
	Iteration 35Q: 3 clusters Score -2835908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2835908.000000 Penalty: 4988.602539
	Iteration 36Q: 3 clusters Score -2835908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2835911.000000 Penalty: 4988.602539
	Iteration 37Q: 3 clusters Score -2835911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2835908.000000 Penalty: 4988.602539
	Iteration 38Q: 3 clusters Score -2835908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2835905.250000 Penalty: 4988.602539
	Iteration 39Q: 3 clusters Score -2835905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2835906.250000 Penalty: 4988.602539
	Iteration 40F: 3 clusters Score -2835906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2835907.000000 Penalty: 4988.602539
	Iteration 41Q: 3 clusters Score -2835907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2835907.000000 Penalty: 4988.602539
	Iteration 42F: 3 clusters Score -2835907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 97795 members 
Mstep: Class 3 contains 18241 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 37914 members 
Mstep: Class 6 contains 3817 members 
Mstep: Class 7 contains 6795 members 
Mstep: Class 8 contains 128087 members 
Mstep: Class 9 contains 5189 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 44188 members 
Mstep: Class 12 contains 11508 members 
Mstep: Class 13 contains 21321 members 
Mstep: Class 14 contains 26834 members 
Mstep: Class 15 contains 503 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 38725 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 7004 members 
Mstep: Class 22 contains 15077 members 
Mstep: Class 23 contains 9910 members 
Mstep: Class 24 contains 19260 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 2040 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 19664 members 
Mstep: Class 29 contains 4772 members 
Mstep: Class 30 contains 1356 members 
Mstep: Class 31 contains 1842 members 
Mstep: Class 32 contains 16330 members 
Entering Unmasked Estep 
Score: -73842360.000000 Penalty: 105309.023438
Splitting cluster 21 changes total score from -73816248.000000 to -73842360.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 23 (9910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Entering Unmasked Estep 
Score: -1265214.750000 Penalty: 2281.922363
	Iteration 0F: 2 clusters Score -1265215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1257570.000000 Penalty: 4563.844727
	Iteration 0F: 3 clusters Score -1257570 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1259840.750000 Penalty: 4563.844727
	Iteration 1F: 3 clusters Score -1259841 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1260282.000000 Penalty: 4563.844727
	Iteration 2F: 3 clusters Score -1260282 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1260860.875000 Penalty: 4563.844727
	Iteration 3F: 3 clusters Score -1260861 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1261557.500000 Penalty: 4563.844727
	Iteration 4F: 3 clusters Score -1261558 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1262233.250000 Penalty: 4563.844727
	Iteration 5F: 3 clusters Score -1262233 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1262825.625000 Penalty: 4563.844727
	Iteration 6F: 3 clusters Score -1262826 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1263303.625000 Penalty: 4563.844727
	Iteration 7F: 3 clusters Score -1263304 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1263753.125000 Penalty: 4563.844727
	Iteration 8F: 3 clusters Score -1263753 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1264151.750000 Penalty: 4563.844727
	Iteration 9Q: 3 clusters Score -1264152 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1264460.500000 Penalty: 4563.844727
	Iteration 10Q: 3 clusters Score -1264460 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1264696.250000 Penalty: 4563.844727
	Iteration 11Q: 3 clusters Score -1264696 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1264881.000000 Penalty: 4563.844727
	Iteration 12Q: 3 clusters Score -1264881 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1264988.750000 Penalty: 4563.844727
	Iteration 13Q: 3 clusters Score -1264989 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1265054.375000 Penalty: 4563.844727
	Iteration 14Q: 3 clusters Score -1265054 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1265104.625000 Penalty: 4563.844727
	Iteration 15Q: 3 clusters Score -1265105 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1265137.375000 Penalty: 4563.844727
	Iteration 16Q: 3 clusters Score -1265137 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1265159.750000 Penalty: 4563.844727
	Iteration 17Q: 3 clusters Score -1265160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1265185.500000 Penalty: 4563.844727
	Iteration 18Q: 3 clusters Score -1265186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1265204.500000 Penalty: 4563.844727
	Iteration 19Q: 3 clusters Score -1265204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1265227.500000 Penalty: 4563.844727
	Iteration 20F: 3 clusters Score -1265228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1265251.250000 Penalty: 4563.844727
	Iteration 21Q: 3 clusters Score -1265251 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1265270.500000 Penalty: 4563.844727
	Iteration 22Q: 3 clusters Score -1265270 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1265294.500000 Penalty: 4563.844727
	Iteration 23Q: 3 clusters Score -1265294 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1265310.875000 Penalty: 4563.844727
	Iteration 24Q: 3 clusters Score -1265311 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1265337.375000 Penalty: 4563.844727
	Iteration 25Q: 3 clusters Score -1265337 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1265356.875000 Penalty: 4563.844727
	Iteration 26Q: 3 clusters Score -1265357 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1265381.375000 Penalty: 4563.844727
	Iteration 27Q: 3 clusters Score -1265381 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1265405.250000 Penalty: 4563.844727
	Iteration 28Q: 3 clusters Score -1265405 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1265425.875000 Penalty: 4563.844727
	Iteration 29Q: 3 clusters Score -1265426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1265450.125000 Penalty: 4563.844727
	Iteration 30Q: 3 clusters Score -1265450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1265484.875000 Penalty: 4563.844727
	Iteration 31Q: 3 clusters Score -1265485 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1265524.375000 Penalty: 4563.844727
	Iteration 32Q: 3 clusters Score -1265524 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1265570.750000 Penalty: 4563.844727
	Iteration 33Q: 3 clusters Score -1265571 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1265607.875000 Penalty: 4563.844727
	Iteration 34Q: 3 clusters Score -1265608 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1265629.250000 Penalty: 4563.844727
	Iteration 35Q: 3 clusters Score -1265629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1265649.125000 Penalty: 4563.844727
	Iteration 36Q: 3 clusters Score -1265649 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1265661.125000 Penalty: 4563.844727
	Iteration 37Q: 3 clusters Score -1265661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1265681.250000 Penalty: 4563.844727
	Iteration 38Q: 3 clusters Score -1265681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1265704.875000 Penalty: 4563.844727
	Iteration 39Q: 3 clusters Score -1265705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1265710.250000 Penalty: 4563.844727
	Iteration 40F: 3 clusters Score -1265710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1265720.625000 Penalty: 4563.844727
	Iteration 41Q: 3 clusters Score -1265721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1265735.500000 Penalty: 4563.844727
	Iteration 42Q: 3 clusters Score -1265736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1265737.750000 Penalty: 4563.844727
	Iteration 43Q: 3 clusters Score -1265738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1265738.500000 Penalty: 4563.844727
	Iteration 44Q: 3 clusters Score -1265738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1265740.375000 Penalty: 4563.844727
	Iteration 45Q: 3 clusters Score -1265740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1265742.250000 Penalty: 4563.844727
	Iteration 46Q: 3 clusters Score -1265742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1265745.000000 Penalty: 4563.844727
	Iteration 47Q: 3 clusters Score -1265745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1265745.750000 Penalty: 4563.844727
	Iteration 48Q: 3 clusters Score -1265746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1265745.375000 Penalty: 4563.844727
	Iteration 49Q: 3 clusters Score -1265745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1265745.375000 Penalty: 4563.844727
	Iteration 50F: 3 clusters Score -1265745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 97795 members 
Mstep: Class 3 contains 18241 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 37914 members 
Mstep: Class 6 contains 3817 members 
Mstep: Class 7 contains 6795 members 
Mstep: Class 8 contains 128087 members 
Mstep: Class 9 contains 5189 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 44188 members 
Mstep: Class 12 contains 11508 members 
Mstep: Class 13 contains 21321 members 
Mstep: Class 14 contains 26834 members 
Mstep: Class 15 contains 503 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 38725 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 7004 members 
Mstep: Class 22 contains 15077 members 
Mstep: Class 23 contains 8253 members 
Mstep: Class 24 contains 19260 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 2040 members 
Mstep: Class 27 contains 913 members 
Mstep: Class 28 contains 19664 members 
Mstep: Class 29 contains 4772 members 
Mstep: Class 30 contains 1356 members 
Mstep: Class 31 contains 1842 members 
Mstep: Class 32 contains 16330 members 
Mstep: Class 33 contains 1657 members 
Entering Unmasked Estep 
Score: -73841888.000000 Penalty: 108599.929688
Splitting cluster 23 changes total score from -73816248.000000 to -73841888.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 24 (19260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Entering Unmasked Estep 
Score: -2489131.000000 Penalty: 2446.714844
	Iteration 0F: 2 clusters Score -2489131 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 9637 members 
Entering Unmasked Estep 
Score: -2475512.000000 Penalty: 4893.429688
	Iteration 0F: 3 clusters Score -2475512 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2480230.750000 Penalty: 4893.429688
	Iteration 1F: 3 clusters Score -2480231 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2481252.500000 Penalty: 4893.429688
	Iteration 2F: 3 clusters Score -2481252 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2482456.500000 Penalty: 4893.429688
	Iteration 3F: 3 clusters Score -2482456 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2483680.250000 Penalty: 4893.429688
	Iteration 4F: 3 clusters Score -2483680 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2484778.750000 Penalty: 4893.429688
	Iteration 5F: 3 clusters Score -2484779 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2485622.500000 Penalty: 4893.429688
	Iteration 6F: 3 clusters Score -2485622 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2486231.500000 Penalty: 4893.429688
	Iteration 7F: 3 clusters Score -2486232 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2486669.250000 Penalty: 4893.429688
	Iteration 8Q: 3 clusters Score -2486669 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2486994.250000 Penalty: 4893.429688
	Iteration 9Q: 3 clusters Score -2486994 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2487235.000000 Penalty: 4893.429688
	Iteration 10Q: 3 clusters Score -2487235 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2487460.000000 Penalty: 4893.429688
	Iteration 11Q: 3 clusters Score -2487460 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2487688.250000 Penalty: 4893.429688
	Iteration 12Q: 3 clusters Score -2487688 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2487942.500000 Penalty: 4893.429688
	Iteration 13Q: 3 clusters Score -2487942 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2488187.750000 Penalty: 4893.429688
	Iteration 14Q: 3 clusters Score -2488188 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2488361.250000 Penalty: 4893.429688
	Iteration 15Q: 3 clusters Score -2488361 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2488451.750000 Penalty: 4893.429688
	Iteration 16Q: 3 clusters Score -2488452 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2488516.250000 Penalty: 4893.429688
	Iteration 17Q: 3 clusters Score -2488516 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2488565.250000 Penalty: 4893.429688
	Iteration 18Q: 3 clusters Score -2488565 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2488601.000000 Penalty: 4893.429688
	Iteration 19Q: 3 clusters Score -2488601 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2488636.250000 Penalty: 4893.429688
	Iteration 20F: 3 clusters Score -2488636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2488653.500000 Penalty: 4893.429688
	Iteration 21Q: 3 clusters Score -2488654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2488657.250000 Penalty: 4893.429688
	Iteration 22Q: 3 clusters Score -2488657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2488660.750000 Penalty: 4893.429688
	Iteration 23Q: 3 clusters Score -2488661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2488663.500000 Penalty: 4893.429688
	Iteration 24Q: 3 clusters Score -2488664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2488667.750000 Penalty: 4893.429688
	Iteration 25Q: 3 clusters Score -2488668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2488668.500000 Penalty: 4893.429688
	Iteration 26Q: 3 clusters Score -2488668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2488672.750000 Penalty: 4893.429688
	Iteration 27Q: 3 clusters Score -2488673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2488673.750000 Penalty: 4893.429688
	Iteration 28Q: 3 clusters Score -2488674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2488674.750000 Penalty: 4893.429688
	Iteration 29Q: 3 clusters Score -2488675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2488674.750000 Penalty: 4893.429688
	Iteration 30F: 3 clusters Score -2488675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 97795 members 
Mstep: Class 3 contains 18241 members 
Mstep: Class 4 contains 2411 members 
Mstep: Class 5 contains 37914 members 
Mstep: Class 6 contains 3817 members 
Mstep: Class 7 contains 6795 members 
Mstep: Class 8 contains 128087 members 
Mstep: Class 9 contains 5189 members 
Mstep: Class 10 contains 817 members 
Mstep: Class 11 contains 44188 members 
Mstep: Class 13 contains 21321 members 
Mstep: Class 14 contains 26834 members 
Mstep: Class 15 contains 503 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 38725 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 2014 members 
Mstep: Class 20 contains 4549 members 
Mstep: Class 21 contains 7004 members 
Mstep: Class 23 contains 8253 members 
Mstep: Class 24 contains 19260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73846528.000000 Penalty: 108599.929688
Iteration 39Q: 34 clusters Score -7.384653e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 98193 members 
Mstep: Class 3 contains 18392 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 38421 members 
Mstep: Class 6 contains 3893 members 
Mstep: Class 7 contains 6800 members 
Mstep: Class 8 contains 128178 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 44262 members 
Mstep: Class 12 contains 11504 members 
Mstep: Class 13 contains 21347 members 
Mstep: Class 14 contains 26765 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 38243 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 2315 members 
Mstep: Class 20 contains 4576 members 
Mstep: Class 21 contains 7087 members 
Mstep: Class 22 contains 15187 members 
Mstep: Class 23 contains 8335 members 
Mstep: Class 24 contains 19190 members 
Mstep: Class 25 contains 317 members 
Mstep: Class 26 contains 2059 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 19223 members 
Mstep: Class 29 contains 4550 members 
Mstep: Class 30 contains 1348 members 
Mstep: Class 31 contains 1808 members 
Mstep: Class 32 contains 15615 members 
Mstep: Class 33 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73852280.000000 Penalty: 108599.929688
Iteration 40F: 34 clusters Score -7.385228e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 98186 members 
Mstep: Class 3 contains 18149 members 
Mstep: Class 4 contains 2425 members 
Mstep: Class 5 contains 38269 members 
Mstep: Class 6 contains 3905 members 
Mstep: Class 7 contains 6776 members 
Mstep: Class 8 contains 127639 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 44288 members 
Mstep: Class 12 contains 11936 members 
Mstep: Class 13 contains 21310 members 
Mstep: Class 14 contains 26135 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 37605 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 2551 members 
Mstep: Class 20 contains 4573 members 
Mstep: Class 21 contains 6735 members 
Mstep: Class 22 contains 15606 members 
Mstep: Class 23 contains 8348 members 
Mstep: Class 24 contains 19099 members 
Mstep: Class 25 contains 346 members 
Mstep: Class 26 contains 2116 members 
Mstep: Class 27 contains 930 members 
Mstep: Class 28 contains 19538 members 
Mstep: Class 29 contains 4725 members 
Mstep: Class 30 contains 1351 members 
Mstep: Class 31 contains 2136 members 
Mstep: Class 32 contains 16414 members 
Mstep: Class 33 contains 1718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73854496.000000 Penalty: 108599.929688
Iteration 41Q: 34 clusters Score -7.38545e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 98274 members 
Mstep: Class 3 contains 17992 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 38115 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 6774 members 
Mstep: Class 8 contains 127456 members 
Mstep: Class 9 contains 5308 members 
Mstep: Class 10 contains 782 members 
Mstep: Class 11 contains 44331 members 
Mstep: Class 12 contains 12330 members 
Mstep: Class 13 contains 21287 members 
Mstep: Class 14 contains 25666 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 36944 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 2706 members 
Mstep: Class 20 contains 4588 members 
Mstep: Class 21 contains 6535 members 
Mstep: Class 22 contains 15866 members 
Mstep: Class 23 contains 8397 members 
Mstep: Class 24 contains 19003 members 
Mstep: Class 25 contains 357 members 
Mstep: Class 26 contains 2161 members 
Mstep: Class 27 contains 945 members 
Mstep: Class 28 contains 19760 members 
Mstep: Class 29 contains 4825 members 
Mstep: Class 30 contains 1349 members 
Mstep: Class 31 contains 2343 members 
Mstep: Class 32 contains 16843 members 
Mstep: Class 33 contains 1768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73855640.000000 Penalty: 108599.929688
Iteration 42Q: 34 clusters Score -7.385564e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 98381 members 
Mstep: Class 3 contains 17877 members 
Mstep: Class 4 contains 2422 members 
Mstep: Class 5 contains 38001 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 6749 members 
Mstep: Class 8 contains 127359 members 
Mstep: Class 9 contains 5317 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 11 contains 44386 members 
Mstep: Class 12 contains 12707 members 
Mstep: Class 13 contains 21273 members 
Mstep: Class 14 contains 25311 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 2196 members 
Mstep: Class 17 contains 36347 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 4596 members 
Mstep: Class 21 contains 6419 members 
Mstep: Class 22 contains 16038 members 
Mstep: Class 23 contains 8427 members 
Mstep: Class 24 contains 18927 members 
Mstep: Class 25 contains 360 members 
Mstep: Class 26 contains 2196 members 
Mstep: Class 27 contains 958 members 
Mstep: Class 28 contains 19884 members 
Mstep: Class 29 contains 4903 members 
Mstep: Class 30 contains 1349 members 
Mstep: Class 31 contains 2460 members 
Mstep: Class 32 contains 17138 members 
Mstep: Class 33 contains 1797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856224.000000 Penalty: 108599.929688
Iteration 43Q: 34 clusters Score -7.385622e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 98490 members 
Mstep: Class 3 contains 17775 members 
Mstep: Class 4 contains 2425 members 
Mstep: Class 5 contains 37914 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 6739 members 
Mstep: Class 8 contains 127280 members 
Mstep: Class 9 contains 5320 members 
Mstep: Class 10 contains 766 members 
Mstep: Class 11 contains 44422 members 
Mstep: Class 12 contains 13016 members 
Mstep: Class 13 contains 21266 members 
Mstep: Class 14 contains 25067 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 35855 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 2952 members 
Mstep: Class 20 contains 4608 members 
Mstep: Class 21 contains 6320 members 
Mstep: Class 22 contains 16173 members 
Mstep: Class 23 contains 8453 members 
Mstep: Class 24 contains 18867 members 
Mstep: Class 25 contains 362 members 
Mstep: Class 26 contains 2220 members 
Mstep: Class 27 contains 963 members 
Mstep: Class 28 contains 20005 members 
Mstep: Class 29 contains 4952 members 
Mstep: Class 30 contains 1349 members 
Mstep: Class 31 contains 2538 members 
Mstep: Class 32 contains 17339 members 
Mstep: Class 33 contains 1808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73856808.000000 Penalty: 108599.929688
Iteration 44Q: 34 clusters Score -7.385681e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 98582 members 
Mstep: Class 3 contains 17709 members 
Mstep: Class 4 contains 2427 members 
Mstep: Class 5 contains 37845 members 
Mstep: Class 6 contains 4009 members 
Mstep: Class 7 contains 6727 members 
Mstep: Class 8 contains 127243 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 766 members 
Mstep: Class 11 contains 44459 members 
Mstep: Class 12 contains 13272 members 
Mstep: Class 13 contains 21262 members 
Mstep: Class 14 contains 24888 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 2193 members 
Mstep: Class 17 contains 35435 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3049 members 
Mstep: Class 20 contains 4612 members 
Mstep: Class 21 contains 6255 members 
Mstep: Class 22 contains 16261 members 
Mstep: Class 23 contains 8468 members 
Mstep: Class 24 contains 18817 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 2235 members 
Mstep: Class 27 contains 964 members 
Mstep: Class 28 contains 20100 members 
Mstep: Class 29 contains 4995 members 
Mstep: Class 30 contains 1348 members 
Mstep: Class 31 contains 2590 members 
Mstep: Class 32 contains 17453 members 
Mstep: Class 33 contains 1817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857304.000000 Penalty: 108599.929688
Iteration 45Q: 34 clusters Score -7.38573e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 98661 members 
Mstep: Class 3 contains 17677 members 
Mstep: Class 4 contains 2426 members 
Mstep: Class 5 contains 37790 members 
Mstep: Class 6 contains 4022 members 
Mstep: Class 7 contains 6715 members 
Mstep: Class 8 contains 127207 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 765 members 
Mstep: Class 11 contains 44483 members 
Mstep: Class 12 contains 13474 members 
Mstep: Class 13 contains 21259 members 
Mstep: Class 14 contains 24735 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2193 members 
Mstep: Class 17 contains 35098 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3137 members 
Mstep: Class 20 contains 4611 members 
Mstep: Class 21 contains 6224 members 
Mstep: Class 22 contains 16326 members 
Mstep: Class 23 contains 8497 members 
Mstep: Class 24 contains 18772 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 2249 members 
Mstep: Class 27 contains 965 members 
Mstep: Class 28 contains 20171 members 
Mstep: Class 29 contains 5029 members 
Mstep: Class 30 contains 1348 members 
Mstep: Class 31 contains 2629 members 
Mstep: Class 32 contains 17524 members 
Mstep: Class 33 contains 1831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857448.000000 Penalty: 108599.929688
Iteration 46Q: 34 clusters Score -7.385745e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 98752 members 
Mstep: Class 3 contains 17632 members 
Mstep: Class 4 contains 2428 members 
Mstep: Class 5 contains 37733 members 
Mstep: Class 6 contains 4032 members 
Mstep: Class 7 contains 6709 members 
Mstep: Class 8 contains 127189 members 
Mstep: Class 9 contains 5324 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44502 members 
Mstep: Class 12 contains 13635 members 
Mstep: Class 13 contains 21256 members 
Mstep: Class 14 contains 24633 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2195 members 
Mstep: Class 17 contains 34817 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3216 members 
Mstep: Class 20 contains 4614 members 
Mstep: Class 21 contains 6190 members 
Mstep: Class 22 contains 16390 members 
Mstep: Class 23 contains 8520 members 
Mstep: Class 24 contains 18723 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 2252 members 
Mstep: Class 27 contains 966 members 
Mstep: Class 28 contains 20229 members 
Mstep: Class 29 contains 5050 members 
Mstep: Class 30 contains 1348 members 
Mstep: Class 31 contains 2663 members 
Mstep: Class 32 contains 17566 members 
Mstep: Class 33 contains 1837 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 34 clusters Score -7.385738e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 98829 members 
Mstep: Class 3 contains 17601 members 
Mstep: Class 4 contains 2431 members 
Mstep: Class 5 contains 37696 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 6704 members 
Mstep: Class 8 contains 127171 members 
Mstep: Class 9 contains 5326 members 
Mstep: Class 10 contains 763 members 
Mstep: Class 11 contains 44523 members 
Mstep: Class 12 contains 13781 members 
Mstep: Class 13 contains 21257 members 
Mstep: Class 14 contains 24549 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 34559 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3288 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 6165 members 
Mstep: Class 22 contains 16431 members 
Mstep: Class 23 contains 8540 members 
Mstep: Class 24 contains 18683 members 
Mstep: Class 25 contains 364 members 
Mstep: Class 26 contains 2251 members 
Mstep: Class 27 contains 967 members 
Mstep: Class 28 contains 20280 members 
Mstep: Class 29 contains 5072 members 
Mstep: Class 30 contains 1347 members 
Mstep: Class 31 contains 2679 members 
Mstep: Class 32 contains 17595 members 
Mstep: Class 33 contains 1840 members 
Entering Unmasked Estep 
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Iteration 48Q: 34 clusters Score -7.385746e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 98891 members 
Mstep: Class 3 contains 17581 members 
Mstep: Class 4 contains 2431 members 
Mstep: Class 5 contains 37656 members 
Mstep: Class 6 contains 4050 members 
Mstep: Class 7 contains 6708 members 
Mstep: Class 8 contains 127151 members 
Mstep: Class 9 contains 5328 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44541 members 
Mstep: Class 12 contains 13902 members 
Mstep: Class 13 contains 21253 members 
Mstep: Class 14 contains 24478 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 34345 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3340 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 6145 members 
Mstep: Class 22 contains 16477 members 
Mstep: Class 23 contains 8556 members 
Mstep: Class 24 contains 18659 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 2250 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20324 members 
Mstep: Class 29 contains 5079 members 
Mstep: Class 30 contains 1347 members 
Mstep: Class 31 contains 2695 members 
Mstep: Class 32 contains 17615 members 
Mstep: Class 33 contains 1841 members 
Entering Unmasked Estep 
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Iteration 49Q: 34 clusters Score -7.38576e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 98964 members 
Mstep: Class 3 contains 17563 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 37632 members 
Mstep: Class 6 contains 4045 members 
Mstep: Class 7 contains 6709 members 
Mstep: Class 8 contains 127128 members 
Mstep: Class 9 contains 5328 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44543 members 
Mstep: Class 12 contains 13994 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 24414 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 34177 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 4622 members 
Mstep: Class 21 contains 6127 members 
Mstep: Class 22 contains 16524 members 
Mstep: Class 23 contains 8564 members 
Mstep: Class 24 contains 18647 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 2253 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20359 members 
Mstep: Class 29 contains 5093 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2712 members 
Mstep: Class 32 contains 17628 members 
Mstep: Class 33 contains 1841 members 
Entering Unmasked Estep 
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Iteration 50Q: 34 clusters Score -7.385767e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 99031 members 
Mstep: Class 3 contains 17541 members 
Mstep: Class 4 contains 2433 members 
Mstep: Class 5 contains 37622 members 
Mstep: Class 6 contains 4052 members 
Mstep: Class 7 contains 6703 members 
Mstep: Class 8 contains 127103 members 
Mstep: Class 9 contains 5327 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44555 members 
Mstep: Class 12 contains 14062 members 
Mstep: Class 13 contains 21243 members 
Mstep: Class 14 contains 24368 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2195 members 
Mstep: Class 17 contains 34035 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3416 members 
Mstep: Class 20 contains 4624 members 
Mstep: Class 21 contains 6107 members 
Mstep: Class 22 contains 16557 members 
Mstep: Class 23 contains 8579 members 
Mstep: Class 24 contains 18634 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 2256 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20384 members 
Mstep: Class 29 contains 5107 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2720 members 
Mstep: Class 32 contains 17626 members 
Mstep: Class 33 contains 1841 members 
Entering Unmasked Estep 
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Iteration 51Q: 34 clusters Score -7.385761e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 99092 members 
Mstep: Class 3 contains 17523 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 37607 members 
Mstep: Class 6 contains 4063 members 
Mstep: Class 7 contains 6705 members 
Mstep: Class 8 contains 127087 members 
Mstep: Class 9 contains 5329 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44559 members 
Mstep: Class 12 contains 14104 members 
Mstep: Class 13 contains 21238 members 
Mstep: Class 14 contains 24331 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2195 members 
Mstep: Class 17 contains 33926 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 4623 members 
Mstep: Class 21 contains 6102 members 
Mstep: Class 22 contains 16581 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18630 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 2262 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20399 members 
Mstep: Class 29 contains 5115 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2722 members 
Mstep: Class 32 contains 17627 members 
Mstep: Class 33 contains 1841 members 
Entering Unmasked Estep 
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Iteration 52Q: 34 clusters Score -7.385762e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 99140 members 
Mstep: Class 3 contains 17513 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 37601 members 
Mstep: Class 6 contains 4074 members 
Mstep: Class 7 contains 6703 members 
Mstep: Class 8 contains 127079 members 
Mstep: Class 9 contains 5330 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44562 members 
Mstep: Class 12 contains 14136 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 24303 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2195 members 
Mstep: Class 17 contains 33841 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 4622 members 
Mstep: Class 21 contains 6095 members 
Mstep: Class 22 contains 16601 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 18627 members 
Mstep: Class 25 contains 365 members 
Mstep: Class 26 contains 2263 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20419 members 
Mstep: Class 29 contains 5120 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2725 members 
Mstep: Class 32 contains 17618 members 
Mstep: Class 33 contains 1841 members 
Entering Unmasked Estep 
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Iteration 53Q: 34 clusters Score -7.385765e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 99182 members 
Mstep: Class 3 contains 17504 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 37596 members 
Mstep: Class 6 contains 4070 members 
Mstep: Class 7 contains 6700 members 
Mstep: Class 8 contains 127070 members 
Mstep: Class 9 contains 5329 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44568 members 
Mstep: Class 12 contains 14166 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 24284 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2195 members 
Mstep: Class 17 contains 33771 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3470 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 6083 members 
Mstep: Class 22 contains 16609 members 
Mstep: Class 23 contains 8596 members 
Mstep: Class 24 contains 18624 members 
Mstep: Class 25 contains 366 members 
Mstep: Class 26 contains 2263 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20442 members 
Mstep: Class 29 contains 5125 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2729 members 
Mstep: Class 32 contains 17624 members 
Mstep: Class 33 contains 1841 members 
Entering Unmasked Estep 
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Iteration 54Q: 34 clusters Score -7.38577e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 99207 members 
Mstep: Class 3 contains 17503 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 37589 members 
Mstep: Class 6 contains 4070 members 
Mstep: Class 7 contains 6699 members 
Mstep: Class 8 contains 127058 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44571 members 
Mstep: Class 12 contains 14197 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 24262 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2195 members 
Mstep: Class 17 contains 33709 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 6074 members 
Mstep: Class 22 contains 16625 members 
Mstep: Class 23 contains 8599 members 
Mstep: Class 24 contains 18623 members 
Mstep: Class 25 contains 367 members 
Mstep: Class 26 contains 2266 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20459 members 
Mstep: Class 29 contains 5131 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2729 members 
Mstep: Class 32 contains 17620 members 
Mstep: Class 33 contains 1841 members 
Entering Unmasked Estep 
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Iteration 55Q: 34 clusters Score -7.385781e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 99234 members 
Mstep: Class 3 contains 17501 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 37588 members 
Mstep: Class 6 contains 4074 members 
Mstep: Class 7 contains 6693 members 
Mstep: Class 8 contains 127051 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44578 members 
Mstep: Class 12 contains 14223 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 24244 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2195 members 
Mstep: Class 17 contains 33650 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3496 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 6061 members 
Mstep: Class 22 contains 16634 members 
Mstep: Class 23 contains 8602 members 
Mstep: Class 24 contains 18622 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 2264 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20478 members 
Mstep: Class 29 contains 5137 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2726 members 
Mstep: Class 32 contains 17624 members 
Mstep: Class 33 contains 1841 members 
Entering Unmasked Estep 
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Iteration 56Q: 34 clusters Score -7.385773e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 99256 members 
Mstep: Class 3 contains 17498 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 37583 members 
Mstep: Class 6 contains 4077 members 
Mstep: Class 7 contains 6689 members 
Mstep: Class 8 contains 127045 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44588 members 
Mstep: Class 12 contains 14241 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 24226 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2195 members 
Mstep: Class 17 contains 33603 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3506 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 16646 members 
Mstep: Class 23 contains 8604 members 
Mstep: Class 24 contains 18620 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 2264 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20499 members 
Mstep: Class 29 contains 5139 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2725 members 
Mstep: Class 32 contains 17618 members 
Mstep: Class 33 contains 1841 members 
Entering Unmasked Estep 
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Iteration 57Q: 34 clusters Score -7.385768e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 99266 members 
Mstep: Class 3 contains 17495 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 37577 members 
Mstep: Class 6 contains 4073 members 
Mstep: Class 7 contains 6687 members 
Mstep: Class 8 contains 127035 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44591 members 
Mstep: Class 12 contains 14260 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 24212 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2195 members 
Mstep: Class 17 contains 33573 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3515 members 
Mstep: Class 20 contains 4617 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 16654 members 
Mstep: Class 23 contains 8607 members 
Mstep: Class 24 contains 18618 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 2268 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20525 members 
Mstep: Class 29 contains 5145 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2726 members 
Mstep: Class 32 contains 17604 members 
Mstep: Class 33 contains 1843 members 
Entering Unmasked Estep 
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Iteration 58Q: 34 clusters Score -7.385773e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 99278 members 
Mstep: Class 3 contains 17489 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 37569 members 
Mstep: Class 6 contains 4074 members 
Mstep: Class 7 contains 6684 members 
Mstep: Class 8 contains 127022 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44596 members 
Mstep: Class 12 contains 14270 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 24199 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2195 members 
Mstep: Class 17 contains 33552 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3529 members 
Mstep: Class 20 contains 4615 members 
Mstep: Class 21 contains 6050 members 
Mstep: Class 22 contains 16663 members 
Mstep: Class 23 contains 8610 members 
Mstep: Class 24 contains 18617 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 2268 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20550 members 
Mstep: Class 29 contains 5147 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2727 members 
Mstep: Class 32 contains 17597 members 
Mstep: Class 33 contains 1846 members 
Entering Unmasked Estep 
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Iteration 59Q: 34 clusters Score -7.385767e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 99286 members 
Mstep: Class 3 contains 17486 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37565 members 
Mstep: Class 6 contains 4075 members 
Mstep: Class 7 contains 6681 members 
Mstep: Class 8 contains 127007 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44598 members 
Mstep: Class 12 contains 14278 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 24184 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2195 members 
Mstep: Class 17 contains 33533 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 4616 members 
Mstep: Class 21 contains 6051 members 
Mstep: Class 22 contains 16672 members 
Mstep: Class 23 contains 8608 members 
Mstep: Class 24 contains 18617 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 2270 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20567 members 
Mstep: Class 29 contains 5153 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2727 members 
Mstep: Class 32 contains 17594 members 
Mstep: Class 33 contains 1850 members 
Entering Unmasked Estep 
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Iteration 60F: 34 clusters Score -7.385771e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 99290 members 
Mstep: Class 3 contains 17486 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37564 members 
Mstep: Class 6 contains 4075 members 
Mstep: Class 7 contains 6681 members 
Mstep: Class 8 contains 127000 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44599 members 
Mstep: Class 12 contains 14285 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 24177 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 33520 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 4616 members 
Mstep: Class 21 contains 6062 members 
Mstep: Class 22 contains 16679 members 
Mstep: Class 23 contains 8603 members 
Mstep: Class 24 contains 18617 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 2269 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20590 members 
Mstep: Class 29 contains 5154 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2727 members 
Mstep: Class 32 contains 17572 members 
Mstep: Class 33 contains 1854 members 
Entering Unmasked Estep 
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Iteration 61Q: 34 clusters Score -7.385766e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 99295 members 
Mstep: Class 3 contains 17488 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37561 members 
Mstep: Class 6 contains 4075 members 
Mstep: Class 7 contains 6678 members 
Mstep: Class 8 contains 126996 members 
Mstep: Class 9 contains 5330 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44600 members 
Mstep: Class 12 contains 14290 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 24166 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2193 members 
Mstep: Class 17 contains 33508 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3547 members 
Mstep: Class 20 contains 4617 members 
Mstep: Class 21 contains 6079 members 
Mstep: Class 22 contains 16694 members 
Mstep: Class 23 contains 8601 members 
Mstep: Class 24 contains 18613 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 2268 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20618 members 
Mstep: Class 29 contains 5157 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2727 members 
Mstep: Class 32 contains 17544 members 
Mstep: Class 33 contains 1856 members 
Entering Unmasked Estep 
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Iteration 62Q: 34 clusters Score -7.38577e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 99304 members 
Mstep: Class 3 contains 17485 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37554 members 
Mstep: Class 6 contains 4077 members 
Mstep: Class 7 contains 6675 members 
Mstep: Class 8 contains 126988 members 
Mstep: Class 9 contains 5330 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44601 members 
Mstep: Class 12 contains 14299 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 24151 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2193 members 
Mstep: Class 17 contains 33488 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3550 members 
Mstep: Class 20 contains 4617 members 
Mstep: Class 21 contains 6102 members 
Mstep: Class 22 contains 16713 members 
Mstep: Class 23 contains 8597 members 
Mstep: Class 24 contains 18613 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 2267 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20639 members 
Mstep: Class 29 contains 5161 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2727 members 
Mstep: Class 32 contains 17518 members 
Mstep: Class 33 contains 1857 members 
Entering Unmasked Estep 
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Iteration 63Q: 34 clusters Score -7.38576e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 99310 members 
Mstep: Class 3 contains 17484 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37546 members 
Mstep: Class 6 contains 4078 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 126980 members 
Mstep: Class 9 contains 5328 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44602 members 
Mstep: Class 12 contains 14310 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 24134 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2193 members 
Mstep: Class 17 contains 33473 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3551 members 
Mstep: Class 20 contains 4617 members 
Mstep: Class 21 contains 6135 members 
Mstep: Class 22 contains 16733 members 
Mstep: Class 23 contains 8596 members 
Mstep: Class 24 contains 18612 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 2268 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20649 members 
Mstep: Class 29 contains 5161 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2727 members 
Mstep: Class 32 contains 17503 members 
Mstep: Class 33 contains 1858 members 
Entering Unmasked Estep 
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Iteration 64Q: 34 clusters Score -7.38578e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 99313 members 
Mstep: Class 3 contains 17482 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37541 members 
Mstep: Class 6 contains 4078 members 
Mstep: Class 7 contains 6669 members 
Mstep: Class 8 contains 126972 members 
Mstep: Class 9 contains 5325 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44603 members 
Mstep: Class 12 contains 14316 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 24110 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2193 members 
Mstep: Class 17 contains 33465 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 4617 members 
Mstep: Class 21 contains 6179 members 
Mstep: Class 22 contains 16748 members 
Mstep: Class 23 contains 8594 members 
Mstep: Class 24 contains 18612 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 2270 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20650 members 
Mstep: Class 29 contains 5162 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2727 members 
Mstep: Class 32 contains 17491 members 
Mstep: Class 33 contains 1858 members 
Entering Unmasked Estep 
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Iteration 65Q: 34 clusters Score -7.38579e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 99316 members 
Mstep: Class 3 contains 17482 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37523 members 
Mstep: Class 6 contains 4076 members 
Mstep: Class 7 contains 6668 members 
Mstep: Class 8 contains 126967 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44603 members 
Mstep: Class 12 contains 14321 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 24096 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2192 members 
Mstep: Class 17 contains 33456 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 4617 members 
Mstep: Class 21 contains 6211 members 
Mstep: Class 22 contains 16766 members 
Mstep: Class 23 contains 8596 members 
Mstep: Class 24 contains 18612 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 2270 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20659 members 
Mstep: Class 29 contains 5163 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2729 members 
Mstep: Class 32 contains 17481 members 
Mstep: Class 33 contains 1858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858024.000000 Penalty: 108599.929688
Iteration 66Q: 34 clusters Score -7.385802e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 99318 members 
Mstep: Class 3 contains 17477 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37513 members 
Mstep: Class 6 contains 4079 members 
Mstep: Class 7 contains 6667 members 
Mstep: Class 8 contains 126959 members 
Mstep: Class 9 contains 5319 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44605 members 
Mstep: Class 12 contains 14325 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 24079 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 33449 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3560 members 
Mstep: Class 20 contains 4616 members 
Mstep: Class 21 contains 6256 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 8594 members 
Mstep: Class 24 contains 18612 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 2269 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20655 members 
Mstep: Class 29 contains 5162 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2729 members 
Mstep: Class 32 contains 17464 members 
Mstep: Class 33 contains 1858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857920.000000 Penalty: 108599.929688
Iteration 67Q: 34 clusters Score -7.385792e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 99319 members 
Mstep: Class 3 contains 17469 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37503 members 
Mstep: Class 6 contains 4083 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126954 members 
Mstep: Class 9 contains 5317 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44608 members 
Mstep: Class 12 contains 14326 members 
Mstep: Class 13 contains 21233 members 
Mstep: Class 14 contains 24063 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 33446 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 4616 members 
Mstep: Class 21 contains 6299 members 
Mstep: Class 22 contains 16833 members 
Mstep: Class 23 contains 8587 members 
Mstep: Class 24 contains 18612 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 2268 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20651 members 
Mstep: Class 29 contains 5164 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2729 members 
Mstep: Class 32 contains 17437 members 
Mstep: Class 33 contains 1858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73857960.000000 Penalty: 108599.929688
Iteration 68Q: 34 clusters Score -7.385796e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 99319 members 
Mstep: Class 3 contains 17463 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37486 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126948 members 
Mstep: Class 9 contains 5316 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44610 members 
Mstep: Class 12 contains 14327 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 24053 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 33443 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3566 members 
Mstep: Class 20 contains 4615 members 
Mstep: Class 21 contains 6354 members 
Mstep: Class 22 contains 16860 members 
Mstep: Class 23 contains 8588 members 
Mstep: Class 24 contains 18612 members 
Mstep: Class 25 contains 370 members 
Mstep: Class 26 contains 2268 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20645 members 
Mstep: Class 29 contains 5164 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2731 members 
Mstep: Class 32 contains 17407 members 
Mstep: Class 33 contains 1858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858096.000000 Penalty: 108599.929688
Iteration 69Q: 34 clusters Score -7.38581e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 99320 members 
Mstep: Class 3 contains 17461 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37478 members 
Mstep: Class 6 contains 4089 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126939 members 
Mstep: Class 9 contains 5315 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44609 members 
Mstep: Class 12 contains 14332 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 24040 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 33439 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3567 members 
Mstep: Class 20 contains 4615 members 
Mstep: Class 21 contains 6404 members 
Mstep: Class 22 contains 16891 members 
Mstep: Class 23 contains 8587 members 
Mstep: Class 24 contains 18612 members 
Mstep: Class 25 contains 370 members 
Mstep: Class 26 contains 2268 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20647 members 
Mstep: Class 29 contains 5164 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2731 members 
Mstep: Class 32 contains 17362 members 
Mstep: Class 33 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858128.000000 Penalty: 108599.929688
Iteration 70Q: 34 clusters Score -7.385813e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 99319 members 
Mstep: Class 3 contains 17459 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37476 members 
Mstep: Class 6 contains 4089 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126932 members 
Mstep: Class 9 contains 5315 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44609 members 
Mstep: Class 12 contains 14338 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 24017 members 
Mstep: Class 15 contains 519 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 33433 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 4616 members 
Mstep: Class 21 contains 6464 members 
Mstep: Class 22 contains 16929 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18613 members 
Mstep: Class 25 contains 371 members 
Mstep: Class 26 contains 2267 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20626 members 
Mstep: Class 29 contains 5164 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2733 members 
Mstep: Class 32 contains 17333 members 
Mstep: Class 33 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858176.000000 Penalty: 108599.929688
Iteration 71Q: 34 clusters Score -7.385818e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 99321 members 
Mstep: Class 3 contains 17459 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37473 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126922 members 
Mstep: Class 9 contains 5314 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44611 members 
Mstep: Class 12 contains 14339 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23995 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 33428 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 4615 members 
Mstep: Class 21 contains 6528 members 
Mstep: Class 22 contains 16959 members 
Mstep: Class 23 contains 8581 members 
Mstep: Class 24 contains 18613 members 
Mstep: Class 25 contains 372 members 
Mstep: Class 26 contains 2268 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20601 members 
Mstep: Class 29 contains 5164 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2735 members 
Mstep: Class 32 contains 17305 members 
Mstep: Class 33 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858192.000000 Penalty: 108599.929688
Iteration 72Q: 34 clusters Score -7.385819e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 99325 members 
Mstep: Class 3 contains 17457 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37464 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126916 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44612 members 
Mstep: Class 12 contains 14339 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23967 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 2190 members 
Mstep: Class 17 contains 33425 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 6592 members 
Mstep: Class 22 contains 16993 members 
Mstep: Class 23 contains 8580 members 
Mstep: Class 24 contains 18613 members 
Mstep: Class 25 contains 373 members 
Mstep: Class 26 contains 2269 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20564 members 
Mstep: Class 29 contains 5164 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 17284 members 
Mstep: Class 33 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858344.000000 Penalty: 108599.929688
Iteration 73Q: 34 clusters Score -7.385834e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 99327 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37463 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126912 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44611 members 
Mstep: Class 12 contains 14340 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23948 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 2190 members 
Mstep: Class 17 contains 33422 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 6656 members 
Mstep: Class 22 contains 17017 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18613 members 
Mstep: Class 25 contains 374 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20528 members 
Mstep: Class 29 contains 5164 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 17258 members 
Mstep: Class 33 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858408.000000 Penalty: 108599.929688
Iteration 74Q: 34 clusters Score -7.385841e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 99328 members 
Mstep: Class 3 contains 17455 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37464 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126905 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44612 members 
Mstep: Class 12 contains 14340 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23935 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 2190 members 
Mstep: Class 17 contains 33419 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3574 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 17042 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 18614 members 
Mstep: Class 25 contains 377 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20491 members 
Mstep: Class 29 contains 5164 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 17224 members 
Mstep: Class 33 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858440.000000 Penalty: 108599.929688
Iteration 75Q: 34 clusters Score -7.385844e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 99330 members 
Mstep: Class 3 contains 17454 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37461 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126909 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44612 members 
Mstep: Class 12 contains 14340 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23923 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 2190 members 
Mstep: Class 17 contains 33416 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 6770 members 
Mstep: Class 22 contains 17066 members 
Mstep: Class 23 contains 8585 members 
Mstep: Class 24 contains 18614 members 
Mstep: Class 25 contains 378 members 
Mstep: Class 26 contains 2272 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20457 members 
Mstep: Class 29 contains 5166 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 17194 members 
Mstep: Class 33 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858416.000000 Penalty: 108599.929688
Iteration 76Q: 34 clusters Score -7.385842e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 99337 members 
Mstep: Class 3 contains 17453 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37459 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126899 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44612 members 
Mstep: Class 12 contains 14340 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23914 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 33412 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 17096 members 
Mstep: Class 23 contains 8587 members 
Mstep: Class 24 contains 18614 members 
Mstep: Class 25 contains 378 members 
Mstep: Class 26 contains 2272 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20431 members 
Mstep: Class 29 contains 5166 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 17165 members 
Mstep: Class 33 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858456.000000 Penalty: 108599.929688
Iteration 77Q: 34 clusters Score -7.385846e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 99341 members 
Mstep: Class 3 contains 17452 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37458 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126894 members 
Mstep: Class 9 contains 5313 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44611 members 
Mstep: Class 12 contains 14341 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23901 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 33409 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3582 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 6856 members 
Mstep: Class 22 contains 17134 members 
Mstep: Class 23 contains 8580 members 
Mstep: Class 24 contains 18614 members 
Mstep: Class 25 contains 380 members 
Mstep: Class 26 contains 2272 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20406 members 
Mstep: Class 29 contains 5166 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 17131 members 
Mstep: Class 33 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73858408.000000 Penalty: 108599.929688
Iteration 78Q: 34 clusters Score -7.385841e+07 nChanged 151
Entering ConstructFrom: 
Score: -73858408.000000 Penalty: 108599.929688
Entering ConstructFrom: 
Trying to split cluster 1 (26567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Entering Unmasked Estep 
Score: -3547040.750000 Penalty: 2526.481201
	Iteration 0F: 2 clusters Score -3547041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3528714.000000 Penalty: 5052.962402
	Iteration 0F: 3 clusters Score -3528714 nChanged 11864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3535154.750000 Penalty: 5052.962402
	Iteration 1F: 3 clusters Score -3535155 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3535644.750000 Penalty: 5052.962402
	Iteration 2F: 3 clusters Score -3535645 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -3536157.750000 Penalty: 5052.962402
	Iteration 3Q: 3 clusters Score -3536158 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3536716.000000 Penalty: 5052.962402
	Iteration 4Q: 3 clusters Score -3536716 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -3537360.250000 Penalty: 5052.962402
	Iteration 5Q: 3 clusters Score -3537360 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -3538159.750000 Penalty: 5052.962402
	Iteration 6F: 3 clusters Score -3538160 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -3539142.500000 Penalty: 5052.962402
	Iteration 7F: 3 clusters Score -3539142 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3540125.000000 Penalty: 5052.962402
	Iteration 8F: 3 clusters Score -3540125 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3540941.750000 Penalty: 5052.962402
	Iteration 9F: 3 clusters Score -3540942 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3541626.500000 Penalty: 5052.962402
	Iteration 10Q: 3 clusters Score -3541626 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -3542200.000000 Penalty: 5052.962402
	Iteration 11Q: 3 clusters Score -3542200 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3542551.750000 Penalty: 5052.962402
	Iteration 12Q: 3 clusters Score -3542552 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3542764.250000 Penalty: 5052.962402
	Iteration 13Q: 3 clusters Score -3542764 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3542924.250000 Penalty: 5052.962402
	Iteration 14Q: 3 clusters Score -3542924 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -3542997.750000 Penalty: 5052.962402
	Iteration 15Q: 3 clusters Score -3542998 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -3543034.500000 Penalty: 5052.962402
	Iteration 16Q: 3 clusters Score -3543034 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3543057.500000 Penalty: 5052.962402
	Iteration 17Q: 3 clusters Score -3543058 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -3543106.750000 Penalty: 5052.962402
	Iteration 18Q: 3 clusters Score -3543107 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -3543120.500000 Penalty: 5052.962402
	Iteration 19Q: 3 clusters Score -3543120 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -3543142.000000 Penalty: 5052.962402
	Iteration 20F: 3 clusters Score -3543142 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -3543146.250000 Penalty: 5052.962402
	Iteration 21Q: 3 clusters Score -3543146 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3543157.500000 Penalty: 5052.962402
	Iteration 22Q: 3 clusters Score -3543158 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3543163.250000 Penalty: 5052.962402
	Iteration 23Q: 3 clusters Score -3543163 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -3543176.250000 Penalty: 5052.962402
	Iteration 24Q: 3 clusters Score -3543176 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3543188.750000 Penalty: 5052.962402
	Iteration 25Q: 3 clusters Score -3543189 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -3543196.500000 Penalty: 5052.962402
	Iteration 26Q: 3 clusters Score -3543196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -3543200.250000 Penalty: 5052.962402
	Iteration 27Q: 3 clusters Score -3543200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -3543210.250000 Penalty: 5052.962402
	Iteration 28Q: 3 clusters Score -3543210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -3543208.500000 Penalty: 5052.962402
	Iteration 29Q: 3 clusters Score -3543208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -3543212.500000 Penalty: 5052.962402
	Iteration 30Q: 3 clusters Score -3543212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -3543215.250000 Penalty: 5052.962402
	Iteration 31Q: 3 clusters Score -3543215 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -3543225.750000 Penalty: 5052.962402
	Iteration 32Q: 3 clusters Score -3543226 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -3543237.000000 Penalty: 5052.962402
	Iteration 33Q: 3 clusters Score -3543237 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -3543235.250000 Penalty: 5052.962402
	Iteration 34Q: 3 clusters Score -3543235 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -3543238.500000 Penalty: 5052.962402
	Iteration 35Q: 3 clusters Score -3543238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3543243.750000 Penalty: 5052.962402
	Iteration 36Q: 3 clusters Score -3543244 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -3543260.750000 Penalty: 5052.962402
	Iteration 37Q: 3 clusters Score -3543261 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3543279.000000 Penalty: 5052.962402
	Iteration 38Q: 3 clusters Score -3543279 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3543289.750000 Penalty: 5052.962402
	Iteration 39Q: 3 clusters Score -3543290 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -3543297.750000 Penalty: 5052.962402
	Iteration 40F: 3 clusters Score -3543298 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -3543305.250000 Penalty: 5052.962402
	Iteration 41Q: 3 clusters Score -3543305 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -3543309.750000 Penalty: 5052.962402
	Iteration 42Q: 3 clusters Score -3543310 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3543321.000000 Penalty: 5052.962402
	Iteration 43Q: 3 clusters Score -3543321 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -3543311.750000 Penalty: 5052.962402
	Iteration 44Q: 3 clusters Score -3543312 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -3543309.750000 Penalty: 5052.962402
	Iteration 45Q: 3 clusters Score -3543310 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -3543330.500000 Penalty: 5052.962402
	Iteration 46Q: 3 clusters Score -3543330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -3543337.250000 Penalty: 5052.962402
	Iteration 47Q: 3 clusters Score -3543337 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -3543352.750000 Penalty: 5052.962402
	Iteration 48Q: 3 clusters Score -3543353 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -3543363.000000 Penalty: 5052.962402
	Iteration 49Q: 3 clusters Score -3543363 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -3543393.500000 Penalty: 5052.962402
	Iteration 50Q: 3 clusters Score -3543394 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3543410.250000 Penalty: 5052.962402
	Iteration 51Q: 3 clusters Score -3543410 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -3543426.500000 Penalty: 5052.962402
	Iteration 52Q: 3 clusters Score -3543426 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -3543441.750000 Penalty: 5052.962402
	Iteration 53Q: 3 clusters Score -3543442 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -3543457.000000 Penalty: 5052.962402
	Iteration 54Q: 3 clusters Score -3543457 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -3543488.750000 Penalty: 5052.962402
	Iteration 55Q: 3 clusters Score -3543489 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -3543516.000000 Penalty: 5052.962402
	Iteration 56Q: 3 clusters Score -3543516 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3543546.500000 Penalty: 5052.962402
	Iteration 57Q: 3 clusters Score -3543546 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3543561.750000 Penalty: 5052.962402
	Iteration 58Q: 3 clusters Score -3543562 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -3543599.500000 Penalty: 5052.962402
	Iteration 59Q: 3 clusters Score -3543600 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -3543630.250000 Penalty: 5052.962402
	Iteration 60F: 3 clusters Score -3543630 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -3543645.750000 Penalty: 5052.962402
	Iteration 61Q: 3 clusters Score -3543646 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -3543680.250000 Penalty: 5052.962402
	Iteration 62Q: 3 clusters Score -3543680 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -3543709.500000 Penalty: 5052.962402
	Iteration 63Q: 3 clusters Score -3543710 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -3543739.000000 Penalty: 5052.962402
	Iteration 64Q: 3 clusters Score -3543739 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -3543751.500000 Penalty: 5052.962402
	Iteration 65Q: 3 clusters Score -3543752 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -3543781.500000 Penalty: 5052.962402
	Iteration 66Q: 3 clusters Score -3543782 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3543822.000000 Penalty: 5052.962402
	Iteration 67Q: 3 clusters Score -3543822 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -3543852.500000 Penalty: 5052.962402
	Iteration 68Q: 3 clusters Score -3543852 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -3543898.500000 Penalty: 5052.962402
	Iteration 69Q: 3 clusters Score -3543898 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -3543929.750000 Penalty: 5052.962402
	Iteration 70Q: 3 clusters Score -3543930 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3543972.000000 Penalty: 5052.962402
	Iteration 71Q: 3 clusters Score -3543972 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -3543997.500000 Penalty: 5052.962402
	Iteration 72Q: 3 clusters Score -3543998 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3544037.000000 Penalty: 5052.962402
	Iteration 73Q: 3 clusters Score -3544037 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -3544090.500000 Penalty: 5052.962402
	Iteration 74Q: 3 clusters Score -3544090 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3544117.250000 Penalty: 5052.962402
	Iteration 75Q: 3 clusters Score -3544117 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -3544161.000000 Penalty: 5052.962402
	Iteration 76Q: 3 clusters Score -3544161 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -3544191.000000 Penalty: 5052.962402
	Iteration 77Q: 3 clusters Score -3544191 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3544245.250000 Penalty: 5052.962402
	Iteration 78Q: 3 clusters Score -3544245 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3544298.000000 Penalty: 5052.962402
	Iteration 79Q: 3 clusters Score -3544298 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3544344.000000 Penalty: 5052.962402
	Iteration 80F: 3 clusters Score -3544344 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3544380.250000 Penalty: 5052.962402
	Iteration 81Q: 3 clusters Score -3544380 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3544420.250000 Penalty: 5052.962402
	Iteration 82Q: 3 clusters Score -3544420 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3544453.500000 Penalty: 5052.962402
	Iteration 83Q: 3 clusters Score -3544454 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3544499.000000 Penalty: 5052.962402
	Iteration 84Q: 3 clusters Score -3544499 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3544537.250000 Penalty: 5052.962402
	Iteration 85Q: 3 clusters Score -3544537 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3544589.500000 Penalty: 5052.962402
	Iteration 86Q: 3 clusters Score -3544590 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3544617.500000 Penalty: 5052.962402
	Iteration 87Q: 3 clusters Score -3544618 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3544678.250000 Penalty: 5052.962402
	Iteration 88Q: 3 clusters Score -3544678 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3544713.750000 Penalty: 5052.962402
	Iteration 89Q: 3 clusters Score -3544714 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3544762.750000 Penalty: 5052.962402
	Iteration 90Q: 3 clusters Score -3544763 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3544805.250000 Penalty: 5052.962402
	Iteration 91Q: 3 clusters Score -3544805 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3544838.500000 Penalty: 5052.962402
	Iteration 92Q: 3 clusters Score -3544838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3544878.500000 Penalty: 5052.962402
	Iteration 93Q: 3 clusters Score -3544878 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3544914.250000 Penalty: 5052.962402
	Iteration 94Q: 3 clusters Score -3544914 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3544944.000000 Penalty: 5052.962402
	Iteration 95Q: 3 clusters Score -3544944 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3544984.750000 Penalty: 5052.962402
	Iteration 96Q: 3 clusters Score -3544985 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3545015.750000 Penalty: 5052.962402
	Iteration 97Q: 3 clusters Score -3545016 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3545053.250000 Penalty: 5052.962402
	Iteration 98Q: 3 clusters Score -3545053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3545088.000000 Penalty: 5052.962402
	Iteration 99Q: 3 clusters Score -3545088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3545130.000000 Penalty: 5052.962402
	Iteration 100F: 3 clusters Score -3545130 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3545157.000000 Penalty: 5052.962402
	Iteration 101Q: 3 clusters Score -3545157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3545165.000000 Penalty: 5052.962402
	Iteration 102Q: 3 clusters Score -3545165 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3545183.750000 Penalty: 5052.962402
	Iteration 103Q: 3 clusters Score -3545184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3545200.500000 Penalty: 5052.962402
	Iteration 104Q: 3 clusters Score -3545200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3545220.750000 Penalty: 5052.962402
	Iteration 105Q: 3 clusters Score -3545221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3545241.000000 Penalty: 5052.962402
	Iteration 106Q: 3 clusters Score -3545241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3545254.500000 Penalty: 5052.962402
	Iteration 107Q: 3 clusters Score -3545254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3545275.250000 Penalty: 5052.962402
	Iteration 108Q: 3 clusters Score -3545275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3545291.000000 Penalty: 5052.962402
	Iteration 109Q: 3 clusters Score -3545291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3545310.500000 Penalty: 5052.962402
	Iteration 110Q: 3 clusters Score -3545310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3545334.500000 Penalty: 5052.962402
	Iteration 111Q: 3 clusters Score -3545334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3545345.000000 Penalty: 5052.962402
	Iteration 112Q: 3 clusters Score -3545345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3545346.750000 Penalty: 5052.962402
	Iteration 113Q: 3 clusters Score -3545347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3545354.000000 Penalty: 5052.962402
	Iteration 114Q: 3 clusters Score -3545354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3545373.000000 Penalty: 5052.962402
	Iteration 115Q: 3 clusters Score -3545373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3545388.500000 Penalty: 5052.962402
	Iteration 116Q: 3 clusters Score -3545388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3545401.250000 Penalty: 5052.962402
	Iteration 117Q: 3 clusters Score -3545401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3545406.250000 Penalty: 5052.962402
	Iteration 118Q: 3 clusters Score -3545406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3545417.000000 Penalty: 5052.962402
	Iteration 119Q: 3 clusters Score -3545417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3545416.500000 Penalty: 5052.962402
	Iteration 120F: 3 clusters Score -3545416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3545422.500000 Penalty: 5052.962402
	Iteration 121Q: 3 clusters Score -3545422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3545429.000000 Penalty: 5052.962402
	Iteration 122Q: 3 clusters Score -3545429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3545426.250000 Penalty: 5052.962402
	Iteration 123Q: 3 clusters Score -3545426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3545429.750000 Penalty: 5052.962402
	Iteration 124Q: 3 clusters Score -3545430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3545442.500000 Penalty: 5052.962402
	Iteration 125Q: 3 clusters Score -3545442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3545443.250000 Penalty: 5052.962402
	Iteration 126Q: 3 clusters Score -3545443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3545451.250000 Penalty: 5052.962402
	Iteration 127Q: 3 clusters Score -3545451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3545454.750000 Penalty: 5052.962402
	Iteration 128Q: 3 clusters Score -3545455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3545455.000000 Penalty: 5052.962402
	Iteration 129Q: 3 clusters Score -3545455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3545456.250000 Penalty: 5052.962402
	Iteration 130Q: 3 clusters Score -3545456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3545464.250000 Penalty: 5052.962402
	Iteration 131Q: 3 clusters Score -3545464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3545461.500000 Penalty: 5052.962402
	Iteration 132Q: 3 clusters Score -3545462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3545461.500000 Penalty: 5052.962402
	Iteration 133F: 3 clusters Score -3545462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99340 members 
Entering Unmasked Estep 
Score: -13052740.000000 Penalty: 2853.563232
	Iteration 0F: 2 clusters Score -1.305274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -12986207.000000 Penalty: 5707.126465
	Iteration 0F: 3 clusters Score -1.298621e+07 nChanged 47020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -13013378.000000 Penalty: 5707.126465
	Iteration 1F: 3 clusters Score -1.301338e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53743 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -13014265.000000 Penalty: 5707.126465
	Iteration 2Q: 3 clusters Score -1.301426e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56063 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -13015511.000000 Penalty: 5707.126465
	Iteration 3Q: 3 clusters Score -1.301551e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -13017170.000000 Penalty: 5707.126465
	Iteration 4Q: 3 clusters Score -1.301717e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -13020148.000000 Penalty: 5707.126465
	Iteration 5F: 3 clusters Score -1.302015e+07 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70996 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -13024869.000000 Penalty: 5707.126465
	Iteration 6F: 3 clusters Score -1.302487e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78817 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -13031434.000000 Penalty: 5707.126465
	Iteration 7F: 3 clusters Score -1.303143e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86624 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -13038755.000000 Penalty: 5707.126465
	Iteration 8F: 3 clusters Score -1.303876e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92571 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -13044446.000000 Penalty: 5707.126465
	Iteration 9F: 3 clusters Score -1.304445e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96001 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -13047656.000000 Penalty: 5707.126465
	Iteration 10Q: 3 clusters Score -1.304766e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97611 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -13049176.000000 Penalty: 5707.126465
	Iteration 11Q: 3 clusters Score -1.304918e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98251 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -13049720.000000 Penalty: 5707.126465
	Iteration 12Q: 3 clusters Score -1.304972e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98521 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -13049969.000000 Penalty: 5707.126465
	Iteration 13Q: 3 clusters Score -1.304997e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98648 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -13050070.000000 Penalty: 5707.126465
	Iteration 14Q: 3 clusters Score -1.305007e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98708 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -13050122.000000 Penalty: 5707.126465
	Iteration 15Q: 3 clusters Score -1.305012e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98745 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -13050195.000000 Penalty: 5707.126465
	Iteration 16Q: 3 clusters Score -1.30502e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98780 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -13050221.000000 Penalty: 5707.126465
	Iteration 17Q: 3 clusters Score -1.305022e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -13050258.000000 Penalty: 5707.126465
	Iteration 18Q: 3 clusters Score -1.305026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98815 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -13050260.000000 Penalty: 5707.126465
	Iteration 19Q: 3 clusters Score -1.305026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98829 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -13050275.000000 Penalty: 5707.126465
	Iteration 20F: 3 clusters Score -1.305028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98837 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -13050278.000000 Penalty: 5707.126465
	Iteration 21Q: 3 clusters Score -1.305028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98842 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -13050285.000000 Penalty: 5707.126465
	Iteration 22Q: 3 clusters Score -1.305028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98845 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -13050287.000000 Penalty: 5707.126465
	Iteration 23Q: 3 clusters Score -1.305029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98844 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -13050284.000000 Penalty: 5707.126465
	Iteration 24Q: 3 clusters Score -1.305028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98844 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -13050289.000000 Penalty: 5707.126465
	Iteration 25Q: 3 clusters Score -1.305029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98845 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -13050297.000000 Penalty: 5707.126465
	Iteration 26Q: 3 clusters Score -1.30503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98846 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -13050296.000000 Penalty: 5707.126465
	Iteration 27Q: 3 clusters Score -1.30503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98846 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -13050296.000000 Penalty: 5707.126465
	Iteration 28F: 3 clusters Score -1.30503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Entering Unmasked Estep 
Score: -2130490.750000 Penalty: 2422.268066
	Iteration 0F: 2 clusters Score -2130491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2118145.500000 Penalty: 4844.536133
	Iteration 0F: 3 clusters Score -2118146 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2122630.250000 Penalty: 4844.536133
	Iteration 1F: 3 clusters Score -2122630 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2123672.500000 Penalty: 4844.536133
	Iteration 2F: 3 clusters Score -2123672 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2124810.250000 Penalty: 4844.536133
	Iteration 3F: 3 clusters Score -2124810 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2125892.000000 Penalty: 4844.536133
	Iteration 4F: 3 clusters Score -2125892 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2126726.750000 Penalty: 4844.536133
	Iteration 5F: 3 clusters Score -2126727 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2127308.500000 Penalty: 4844.536133
	Iteration 6F: 3 clusters Score -2127308 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2127695.250000 Penalty: 4844.536133
	Iteration 7Q: 3 clusters Score -2127695 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2127939.750000 Penalty: 4844.536133
	Iteration 8Q: 3 clusters Score -2127940 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2128117.750000 Penalty: 4844.536133
	Iteration 9Q: 3 clusters Score -2128118 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2128256.000000 Penalty: 4844.536133
	Iteration 10Q: 3 clusters Score -2128256 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2128384.500000 Penalty: 4844.536133
	Iteration 11Q: 3 clusters Score -2128384 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2128505.750000 Penalty: 4844.536133
	Iteration 12Q: 3 clusters Score -2128506 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2128632.250000 Penalty: 4844.536133
	Iteration 13Q: 3 clusters Score -2128632 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2128716.000000 Penalty: 4844.536133
	Iteration 14Q: 3 clusters Score -2128716 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2128779.250000 Penalty: 4844.536133
	Iteration 15Q: 3 clusters Score -2128779 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2128846.500000 Penalty: 4844.536133
	Iteration 16Q: 3 clusters Score -2128846 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2128898.000000 Penalty: 4844.536133
	Iteration 17Q: 3 clusters Score -2128898 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2128935.000000 Penalty: 4844.536133
	Iteration 18Q: 3 clusters Score -2128935 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2128967.000000 Penalty: 4844.536133
	Iteration 19Q: 3 clusters Score -2128967 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2128994.250000 Penalty: 4844.536133
	Iteration 20F: 3 clusters Score -2128994 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2129028.750000 Penalty: 4844.536133
	Iteration 21Q: 3 clusters Score -2129029 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2129041.250000 Penalty: 4844.536133
	Iteration 22Q: 3 clusters Score -2129041 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2129061.000000 Penalty: 4844.536133
	Iteration 23Q: 3 clusters Score -2129061 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2129078.500000 Penalty: 4844.536133
	Iteration 24Q: 3 clusters Score -2129078 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2129083.250000 Penalty: 4844.536133
	Iteration 25Q: 3 clusters Score -2129083 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2129088.750000 Penalty: 4844.536133
	Iteration 26Q: 3 clusters Score -2129089 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2129097.250000 Penalty: 4844.536133
	Iteration 27Q: 3 clusters Score -2129097 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2129105.500000 Penalty: 4844.536133
	Iteration 28Q: 3 clusters Score -2129106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2129111.750000 Penalty: 4844.536133
	Iteration 29Q: 3 clusters Score -2129112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2129123.500000 Penalty: 4844.536133
	Iteration 30Q: 3 clusters Score -2129124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2129119.000000 Penalty: 4844.536133
	Iteration 31Q: 3 clusters Score -2129119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2129121.250000 Penalty: 4844.536133
	Iteration 32Q: 3 clusters Score -2129121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2129122.250000 Penalty: 4844.536133
	Iteration 33Q: 3 clusters Score -2129122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2129127.500000 Penalty: 4844.536133
	Iteration 34Q: 3 clusters Score -2129128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2129128.000000 Penalty: 4844.536133
	Iteration 35Q: 3 clusters Score -2129128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2129124.500000 Penalty: 4844.536133
	Iteration 36Q: 3 clusters Score -2129124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2129128.750000 Penalty: 4844.536133
	Iteration 37Q: 3 clusters Score -2129129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2129130.250000 Penalty: 4844.536133
	Iteration 38Q: 3 clusters Score -2129130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2129131.500000 Penalty: 4844.536133
	Iteration 39Q: 3 clusters Score -2129132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2129132.250000 Penalty: 4844.536133
	Iteration 40F: 3 clusters Score -2129132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2129132.500000 Penalty: 4844.536133
	Iteration 41Q: 3 clusters Score -2129132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2129133.250000 Penalty: 4844.536133
	Iteration 42Q: 3 clusters Score -2129133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2129137.000000 Penalty: 4844.536133
	Iteration 43Q: 3 clusters Score -2129137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2129137.250000 Penalty: 4844.536133
	Iteration 44Q: 3 clusters Score -2129137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2129135.500000 Penalty: 4844.536133
	Iteration 45Q: 3 clusters Score -2129136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2129143.500000 Penalty: 4844.536133
	Iteration 46Q: 3 clusters Score -2129144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2129145.750000 Penalty: 4844.536133
	Iteration 47Q: 3 clusters Score -2129146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2129143.250000 Penalty: 4844.536133
	Iteration 48Q: 3 clusters Score -2129143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2129151.750000 Penalty: 4844.536133
	Iteration 49Q: 3 clusters Score -2129152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2129151.750000 Penalty: 4844.536133
	Iteration 50Q: 3 clusters Score -2129152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2129155.500000 Penalty: 4844.536133
	Iteration 51Q: 3 clusters Score -2129156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2129152.500000 Penalty: 4844.536133
	Iteration 52Q: 3 clusters Score -2129152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2129162.000000 Penalty: 4844.536133
	Iteration 53Q: 3 clusters Score -2129162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2129165.750000 Penalty: 4844.536133
	Iteration 54Q: 3 clusters Score -2129166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2129164.750000 Penalty: 4844.536133
	Iteration 55Q: 3 clusters Score -2129165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2129165.500000 Penalty: 4844.536133
	Iteration 56Q: 3 clusters Score -2129166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2129164.750000 Penalty: 4844.536133
	Iteration 57Q: 3 clusters Score -2129165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2129174.250000 Penalty: 4844.536133
	Iteration 58Q: 3 clusters Score -2129174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2129175.250000 Penalty: 4844.536133
	Iteration 59Q: 3 clusters Score -2129175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2129177.000000 Penalty: 4844.536133
	Iteration 60F: 3 clusters Score -2129177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2129179.500000 Penalty: 4844.536133
	Iteration 61Q: 3 clusters Score -2129180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2129174.500000 Penalty: 4844.536133
	Iteration 62Q: 3 clusters Score -2129174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2129176.500000 Penalty: 4844.536133
	Iteration 63Q: 3 clusters Score -2129176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2129181.750000 Penalty: 4844.536133
	Iteration 64Q: 3 clusters Score -2129182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2129185.000000 Penalty: 4844.536133
	Iteration 65Q: 3 clusters Score -2129185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2129184.250000 Penalty: 4844.536133
	Iteration 66Q: 3 clusters Score -2129184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2129195.000000 Penalty: 4844.536133
	Iteration 67Q: 3 clusters Score -2129195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2129202.500000 Penalty: 4844.536133
	Iteration 68Q: 3 clusters Score -2129202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2129203.250000 Penalty: 4844.536133
	Iteration 69Q: 3 clusters Score -2129203 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2129203.500000 Penalty: 4844.536133
	Iteration 70Q: 3 clusters Score -2129204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2129206.500000 Penalty: 4844.536133
	Iteration 71Q: 3 clusters Score -2129206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2129211.000000 Penalty: 4844.536133
	Iteration 72Q: 3 clusters Score -2129211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2129212.250000 Penalty: 4844.536133
	Iteration 73Q: 3 clusters Score -2129212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2129213.500000 Penalty: 4844.536133
	Iteration 74Q: 3 clusters Score -2129214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2129209.500000 Penalty: 4844.536133
	Iteration 75Q: 3 clusters Score -2129210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2129209.250000 Penalty: 4844.536133
	Iteration 76Q: 3 clusters Score -2129209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2129211.000000 Penalty: 4844.536133
	Iteration 77Q: 3 clusters Score -2129211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2129210.500000 Penalty: 4844.536133
	Iteration 78Q: 3 clusters Score -2129210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2129208.500000 Penalty: 4844.536133
	Iteration 79Q: 3 clusters Score -2129208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2129206.750000 Penalty: 4844.536133
	Iteration 80F: 3 clusters Score -2129207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2129208.000000 Penalty: 4844.536133
	Iteration 81Q: 3 clusters Score -2129208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2129208.000000 Penalty: 4844.536133
	Iteration 82Q: 3 clusters Score -2129208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2129210.500000 Penalty: 4844.536133
	Iteration 83Q: 3 clusters Score -2129210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2129209.750000 Penalty: 4844.536133
	Iteration 84Q: 3 clusters Score -2129210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2129207.750000 Penalty: 4844.536133
	Iteration 85Q: 3 clusters Score -2129208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2129210.500000 Penalty: 4844.536133
	Iteration 86Q: 3 clusters Score -2129210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2129209.750000 Penalty: 4844.536133
	Iteration 87Q: 3 clusters Score -2129210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2129209.000000 Penalty: 4844.536133
	Iteration 88Q: 3 clusters Score -2129209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2129209.000000 Penalty: 4844.536133
	Iteration 89F: 3 clusters Score -2129209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Entering Unmasked Estep 
Score: -314035.468750 Penalty: 1933.932007
	Iteration 0F: 2 clusters Score -314035.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -311134.375000 Penalty: 3867.864014
	Iteration 0F: 3 clusters Score -311134.4 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -311715.062500 Penalty: 3867.864014
	Iteration 1F: 3 clusters Score -311715.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -311874.843750 Penalty: 3867.864014
	Iteration 2F: 3 clusters Score -311874.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -311959.875000 Penalty: 3867.864014
	Iteration 3Q: 3 clusters Score -311959.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -312010.187500 Penalty: 3867.864014
	Iteration 4Q: 3 clusters Score -312010.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -312042.187500 Penalty: 3867.864014
	Iteration 5Q: 3 clusters Score -312042.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -312063.000000 Penalty: 3867.864014
	Iteration 6Q: 3 clusters Score -312063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -312078.000000 Penalty: 3867.864014
	Iteration 7Q: 3 clusters Score -312078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -312090.343750 Penalty: 3867.864014
	Iteration 8Q: 3 clusters Score -312090.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -312094.625000 Penalty: 3867.864014
	Iteration 9Q: 3 clusters Score -312094.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -312096.531250 Penalty: 3867.864014
	Iteration 10Q: 3 clusters Score -312096.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -312098.656250 Penalty: 3867.864014
	Iteration 11Q: 3 clusters Score -312098.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -312099.156250 Penalty: 3867.864014
	Iteration 12Q: 3 clusters Score -312099.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -312100.875000 Penalty: 3867.864014
	Iteration 13Q: 3 clusters Score -312100.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -312103.218750 Penalty: 3867.864014
	Iteration 14Q: 3 clusters Score -312103.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -312109.468750 Penalty: 3867.864014
	Iteration 15Q: 3 clusters Score -312109.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -312112.625000 Penalty: 3867.864014
	Iteration 16Q: 3 clusters Score -312112.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -312114.218750 Penalty: 3867.864014
	Iteration 17Q: 3 clusters Score -312114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -312116.250000 Penalty: 3867.864014
	Iteration 18Q: 3 clusters Score -312116.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -312117.156250 Penalty: 3867.864014
	Iteration 19Q: 3 clusters Score -312117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -312118.625000 Penalty: 3867.864014
	Iteration 20F: 3 clusters Score -312118.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -312119.218750 Penalty: 3867.864014
	Iteration 21Q: 3 clusters Score -312119.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -312119.218750 Penalty: 3867.864014
	Iteration 22F: 3 clusters Score -312119.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Entering Unmasked Estep 
Score: -4945735.000000 Penalty: 2611.695068
	Iteration 0F: 2 clusters Score -4945735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -4920208.500000 Penalty: 5223.390137
	Iteration 0F: 3 clusters Score -4920208 nChanged 17240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -4929892.500000 Penalty: 5223.390137
	Iteration 1F: 3 clusters Score -4929892 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -4930877.000000 Penalty: 5223.390137
	Iteration 2F: 3 clusters Score -4930877 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -4932333.500000 Penalty: 5223.390137
	Iteration 3F: 3 clusters Score -4932334 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -4934494.500000 Penalty: 5223.390137
	Iteration 4F: 3 clusters Score -4934494 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -4937205.000000 Penalty: 5223.390137
	Iteration 5F: 3 clusters Score -4937205 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -4939550.500000 Penalty: 5223.390137
	Iteration 6F: 3 clusters Score -4939550 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -4941139.500000 Penalty: 5223.390137
	Iteration 7F: 3 clusters Score -4941140 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -4942101.500000 Penalty: 5223.390137
	Iteration 8Q: 3 clusters Score -4942102 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -4942643.500000 Penalty: 5223.390137
	Iteration 9Q: 3 clusters Score -4942644 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -4942989.500000 Penalty: 5223.390137
	Iteration 10Q: 3 clusters Score -4942990 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -4943174.000000 Penalty: 5223.390137
	Iteration 11Q: 3 clusters Score -4943174 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -4943286.500000 Penalty: 5223.390137
	Iteration 12Q: 3 clusters Score -4943286 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -4943371.000000 Penalty: 5223.390137
	Iteration 13Q: 3 clusters Score -4943371 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -4943414.500000 Penalty: 5223.390137
	Iteration 14Q: 3 clusters Score -4943414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -4943443.500000 Penalty: 5223.390137
	Iteration 15Q: 3 clusters Score -4943444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4943467.500000 Penalty: 5223.390137
	Iteration 16Q: 3 clusters Score -4943468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -4943491.000000 Penalty: 5223.390137
	Iteration 17Q: 3 clusters Score -4943491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -4943506.500000 Penalty: 5223.390137
	Iteration 18Q: 3 clusters Score -4943506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -4943511.500000 Penalty: 5223.390137
	Iteration 19Q: 3 clusters Score -4943512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -4943513.500000 Penalty: 5223.390137
	Iteration 20F: 3 clusters Score -4943514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -4943518.500000 Penalty: 5223.390137
	Iteration 21Q: 3 clusters Score -4943518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -4943547.000000 Penalty: 5223.390137
	Iteration 22Q: 3 clusters Score -4943547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -4943549.500000 Penalty: 5223.390137
	Iteration 23Q: 3 clusters Score -4943550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -4943550.500000 Penalty: 5223.390137
	Iteration 24Q: 3 clusters Score -4943550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -4943550.000000 Penalty: 5223.390137
	Iteration 25Q: 3 clusters Score -4943550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -4943551.500000 Penalty: 5223.390137
	Iteration 26Q: 3 clusters Score -4943552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -4943558.000000 Penalty: 5223.390137
	Iteration 27Q: 3 clusters Score -4943558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -4943560.500000 Penalty: 5223.390137
	Iteration 28Q: 3 clusters Score -4943560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -4943561.000000 Penalty: 5223.390137
	Iteration 29Q: 3 clusters Score -4943561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -4943560.000000 Penalty: 5223.390137
	Iteration 30Q: 3 clusters Score -4943560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -4943564.500000 Penalty: 5223.390137
	Iteration 31Q: 3 clusters Score -4943564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -4943567.000000 Penalty: 5223.390137
	Iteration 32Q: 3 clusters Score -4943567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -4943567.500000 Penalty: 5223.390137
	Iteration 33Q: 3 clusters Score -4943568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -4943565.500000 Penalty: 5223.390137
	Iteration 34Q: 3 clusters Score -4943566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -4943571.000000 Penalty: 5223.390137
	Iteration 35Q: 3 clusters Score -4943571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -4943573.000000 Penalty: 5223.390137
	Iteration 36Q: 3 clusters Score -4943573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -4943574.500000 Penalty: 5223.390137
	Iteration 37Q: 3 clusters Score -4943574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -4943575.500000 Penalty: 5223.390137
	Iteration 38Q: 3 clusters Score -4943576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -4943581.000000 Penalty: 5223.390137
	Iteration 39Q: 3 clusters Score -4943581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -4943588.500000 Penalty: 5223.390137
	Iteration 40F: 3 clusters Score -4943588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -4943588.500000 Penalty: 5223.390137
	Iteration 41Q: 3 clusters Score -4943588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -4943587.500000 Penalty: 5223.390137
	Iteration 42Q: 3 clusters Score -4943588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -4943587.500000 Penalty: 5223.390137
	Iteration 43F: 3 clusters Score -4943588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Entering Unmasked Estep 
Score: -487586.593750 Penalty: 2062.563477
	Iteration 0F: 2 clusters Score -487586.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -483685.781250 Penalty: 4125.126953
	Iteration 0F: 3 clusters Score -483685.8 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -484680.718750 Penalty: 4125.126953
	Iteration 1F: 3 clusters Score -484680.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -485050.562500 Penalty: 4125.126953
	Iteration 2F: 3 clusters Score -485050.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -485447.281250 Penalty: 4125.126953
	Iteration 3F: 3 clusters Score -485447.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -485791.812500 Penalty: 4125.126953
	Iteration 4F: 3 clusters Score -485791.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -486094.750000 Penalty: 4125.126953
	Iteration 5F: 3 clusters Score -486094.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -486344.968750 Penalty: 4125.126953
	Iteration 6F: 3 clusters Score -486345 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -486564.312500 Penalty: 4125.126953
	Iteration 7Q: 3 clusters Score -486564.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -486712.125000 Penalty: 4125.126953
	Iteration 8Q: 3 clusters Score -486712.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -486820.062500 Penalty: 4125.126953
	Iteration 9Q: 3 clusters Score -486820.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -486882.375000 Penalty: 4125.126953
	Iteration 10Q: 3 clusters Score -486882.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -486917.468750 Penalty: 4125.126953
	Iteration 11Q: 3 clusters Score -486917.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -486941.000000 Penalty: 4125.126953
	Iteration 12Q: 3 clusters Score -486941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -486965.562500 Penalty: 4125.126953
	Iteration 13Q: 3 clusters Score -486965.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -486979.656250 Penalty: 4125.126953
	Iteration 14Q: 3 clusters Score -486979.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -486993.906250 Penalty: 4125.126953
	Iteration 15Q: 3 clusters Score -486993.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -487007.281250 Penalty: 4125.126953
	Iteration 16Q: 3 clusters Score -487007.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -487024.218750 Penalty: 4125.126953
	Iteration 17Q: 3 clusters Score -487024.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -487045.781250 Penalty: 4125.126953
	Iteration 18Q: 3 clusters Score -487045.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -487067.312500 Penalty: 4125.126953
	Iteration 19Q: 3 clusters Score -487067.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -487079.406250 Penalty: 4125.126953
	Iteration 20F: 3 clusters Score -487079.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -487092.031250 Penalty: 4125.126953
	Iteration 21Q: 3 clusters Score -487092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -487102.812500 Penalty: 4125.126953
	Iteration 22Q: 3 clusters Score -487102.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -487112.593750 Penalty: 4125.126953
	Iteration 23Q: 3 clusters Score -487112.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -487119.875000 Penalty: 4125.126953
	Iteration 24Q: 3 clusters Score -487119.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -487124.843750 Penalty: 4125.126953
	Iteration 25Q: 3 clusters Score -487124.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -487127.093750 Penalty: 4125.126953
	Iteration 26Q: 3 clusters Score -487127.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -487128.062500 Penalty: 4125.126953
	Iteration 27Q: 3 clusters Score -487128.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -487129.968750 Penalty: 4125.126953
	Iteration 28Q: 3 clusters Score -487130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -487130.312500 Penalty: 4125.126953
	Iteration 29Q: 3 clusters Score -487130.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -487132.031250 Penalty: 4125.126953
	Iteration 30Q: 3 clusters Score -487132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -487134.343750 Penalty: 4125.126953
	Iteration 31Q: 3 clusters Score -487134.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -487137.718750 Penalty: 4125.126953
	Iteration 32Q: 3 clusters Score -487137.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -487137.875000 Penalty: 4125.126953
	Iteration 33Q: 3 clusters Score -487137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -487138.281250 Penalty: 4125.126953
	Iteration 34Q: 3 clusters Score -487138.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -487139.500000 Penalty: 4125.126953
	Iteration 35Q: 3 clusters Score -487139.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -487139.875000 Penalty: 4125.126953
	Iteration 36Q: 3 clusters Score -487139.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -487140.750000 Penalty: 4125.126953
	Iteration 37Q: 3 clusters Score -487140.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -487144.781250 Penalty: 4125.126953
	Iteration 38Q: 3 clusters Score -487144.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -487150.437500 Penalty: 4125.126953
	Iteration 39Q: 3 clusters Score -487150.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -487157.875000 Penalty: 4125.126953
	Iteration 40F: 3 clusters Score -487157.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -487162.593750 Penalty: 4125.126953
	Iteration 41Q: 3 clusters Score -487162.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -487167.000000 Penalty: 4125.126953
	Iteration 42Q: 3 clusters Score -487167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -487171.937500 Penalty: 4125.126953
	Iteration 43Q: 3 clusters Score -487171.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -487174.187500 Penalty: 4125.126953
	Iteration 44Q: 3 clusters Score -487174.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -487176.562500 Penalty: 4125.126953
	Iteration 45Q: 3 clusters Score -487176.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -487178.187500 Penalty: 4125.126953
	Iteration 46Q: 3 clusters Score -487178.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -487179.781250 Penalty: 4125.126953
	Iteration 47Q: 3 clusters Score -487179.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -487180.843750 Penalty: 4125.126953
	Iteration 48Q: 3 clusters Score -487180.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -487182.750000 Penalty: 4125.126953
	Iteration 49Q: 3 clusters Score -487182.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -487186.343750 Penalty: 4125.126953
	Iteration 50Q: 3 clusters Score -487186.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -487189.093750 Penalty: 4125.126953
	Iteration 51Q: 3 clusters Score -487189.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -487192.156250 Penalty: 4125.126953
	Iteration 52Q: 3 clusters Score -487192.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -487194.500000 Penalty: 4125.126953
	Iteration 53Q: 3 clusters Score -487194.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -487198.968750 Penalty: 4125.126953
	Iteration 54Q: 3 clusters Score -487199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -487204.875000 Penalty: 4125.126953
	Iteration 55Q: 3 clusters Score -487204.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -487211.562500 Penalty: 4125.126953
	Iteration 56Q: 3 clusters Score -487211.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -487225.343750 Penalty: 4125.126953
	Iteration 57Q: 3 clusters Score -487225.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -487243.718750 Penalty: 4125.126953
	Iteration 58Q: 3 clusters Score -487243.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -487260.500000 Penalty: 4125.126953
	Iteration 59Q: 3 clusters Score -487260.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -487273.625000 Penalty: 4125.126953
	Iteration 60F: 3 clusters Score -487273.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -487286.187500 Penalty: 4125.126953
	Iteration 61Q: 3 clusters Score -487286.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -487301.843750 Penalty: 4125.126953
	Iteration 62Q: 3 clusters Score -487301.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -487317.593750 Penalty: 4125.126953
	Iteration 63Q: 3 clusters Score -487317.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -487341.250000 Penalty: 4125.126953
	Iteration 64Q: 3 clusters Score -487341.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -487369.406250 Penalty: 4125.126953
	Iteration 65Q: 3 clusters Score -487369.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -487396.468750 Penalty: 4125.126953
	Iteration 66Q: 3 clusters Score -487396.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -487419.187500 Penalty: 4125.126953
	Iteration 67Q: 3 clusters Score -487419.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -487444.718750 Penalty: 4125.126953
	Iteration 68Q: 3 clusters Score -487444.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -487481.187500 Penalty: 4125.126953
	Iteration 69Q: 3 clusters Score -487481.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -487512.625000 Penalty: 4125.126953
	Iteration 70Q: 3 clusters Score -487512.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -487535.687500 Penalty: 4125.126953
	Iteration 71Q: 3 clusters Score -487535.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -487554.562500 Penalty: 4125.126953
	Iteration 72Q: 3 clusters Score -487554.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -487567.656250 Penalty: 4125.126953
	Iteration 73Q: 3 clusters Score -487567.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -487580.156250 Penalty: 4125.126953
	Iteration 74Q: 3 clusters Score -487580.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -487589.781250 Penalty: 4125.126953
	Iteration 75Q: 3 clusters Score -487589.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -487595.468750 Penalty: 4125.126953
	Iteration 76Q: 3 clusters Score -487595.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -487604.218750 Penalty: 4125.126953
	Iteration 77Q: 3 clusters Score -487604.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -487614.843750 Penalty: 4125.126953
	Iteration 78Q: 3 clusters Score -487614.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -487623.031250 Penalty: 4125.126953
	Iteration 79Q: 3 clusters Score -487623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -487643.187500 Penalty: 4125.126953
	Iteration 80F: 3 clusters Score -487643.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -487663.375000 Penalty: 4125.126953
	Iteration 81Q: 3 clusters Score -487663.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -487682.718750 Penalty: 4125.126953
	Iteration 82Q: 3 clusters Score -487682.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -487706.562500 Penalty: 4125.126953
	Iteration 83Q: 3 clusters Score -487706.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -487735.750000 Penalty: 4125.126953
	Iteration 84Q: 3 clusters Score -487735.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -487757.218750 Penalty: 4125.126953
	Iteration 85Q: 3 clusters Score -487757.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -487774.687500 Penalty: 4125.126953
	Iteration 86Q: 3 clusters Score -487774.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -487798.781250 Penalty: 4125.126953
	Iteration 87Q: 3 clusters Score -487798.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -487818.875000 Penalty: 4125.126953
	Iteration 88Q: 3 clusters Score -487818.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -487833.906250 Penalty: 4125.126953
	Iteration 89Q: 3 clusters Score -487833.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -487848.312500 Penalty: 4125.126953
	Iteration 90Q: 3 clusters Score -487848.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -487863.343750 Penalty: 4125.126953
	Iteration 91Q: 3 clusters Score -487863.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -487877.937500 Penalty: 4125.126953
	Iteration 92Q: 3 clusters Score -487877.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -487890.281250 Penalty: 4125.126953
	Iteration 93Q: 3 clusters Score -487890.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -487900.531250 Penalty: 4125.126953
	Iteration 94Q: 3 clusters Score -487900.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -487918.812500 Penalty: 4125.126953
	Iteration 95Q: 3 clusters Score -487918.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -487935.906250 Penalty: 4125.126953
	Iteration 96Q: 3 clusters Score -487935.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -487947.812500 Penalty: 4125.126953
	Iteration 97Q: 3 clusters Score -487947.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -487958.031250 Penalty: 4125.126953
	Iteration 98Q: 3 clusters Score -487958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -487968.843750 Penalty: 4125.126953
	Iteration 99Q: 3 clusters Score -487968.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -487984.218750 Penalty: 4125.126953
	Iteration 100F: 3 clusters Score -487984.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -487994.125000 Penalty: 4125.126953
	Iteration 101Q: 3 clusters Score -487994.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -488001.218750 Penalty: 4125.126953
	Iteration 102Q: 3 clusters Score -488001.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -488004.625000 Penalty: 4125.126953
	Iteration 103Q: 3 clusters Score -488004.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -488008.406250 Penalty: 4125.126953
	Iteration 104Q: 3 clusters Score -488008.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -488014.843750 Penalty: 4125.126953
	Iteration 105Q: 3 clusters Score -488014.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -488018.312500 Penalty: 4125.126953
	Iteration 106Q: 3 clusters Score -488018.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -488018.218750 Penalty: 4125.126953
	Iteration 107Q: 3 clusters Score -488018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -488020.156250 Penalty: 4125.126953
	Iteration 108Q: 3 clusters Score -488020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -488021.812500 Penalty: 4125.126953
	Iteration 109Q: 3 clusters Score -488021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -488021.687500 Penalty: 4125.126953
	Iteration 110Q: 3 clusters Score -488021.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -488022.593750 Penalty: 4125.126953
	Iteration 111Q: 3 clusters Score -488022.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -488023.062500 Penalty: 4125.126953
	Iteration 112Q: 3 clusters Score -488023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -488023.906250 Penalty: 4125.126953
	Iteration 113Q: 3 clusters Score -488023.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -488024.500000 Penalty: 4125.126953
	Iteration 114Q: 3 clusters Score -488024.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -488025.343750 Penalty: 4125.126953
	Iteration 115Q: 3 clusters Score -488025.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -488025.375000 Penalty: 4125.126953
	Iteration 116Q: 3 clusters Score -488025.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -488024.906250 Penalty: 4125.126953
	Iteration 117Q: 3 clusters Score -488024.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -488025.781250 Penalty: 4125.126953
	Iteration 118Q: 3 clusters Score -488025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -488025.312500 Penalty: 4125.126953
	Iteration 119Q: 3 clusters Score -488025.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -488025.593750 Penalty: 4125.126953
	Iteration 120F: 3 clusters Score -488025.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 99340 members 
Mstep: Class 3 contains 17452 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37460 members 
Mstep: Class 6 contains 1849 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126895 members 
Mstep: Class 9 contains 5314 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44611 members 
Mstep: Class 12 contains 14341 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23885 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 33410 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3585 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 6902 members 
Mstep: Class 22 contains 17165 members 
Mstep: Class 23 contains 8576 members 
Mstep: Class 24 contains 18613 members 
Mstep: Class 25 contains 381 members 
Mstep: Class 26 contains 2272 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20376 members 
Mstep: Class 29 contains 5166 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 17102 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 2243 members 
Entering Unmasked Estep 
Score: -73857720.000000 Penalty: 111890.835938
Splitting cluster 6 changes total score from -73858408.000000 to -73857720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (6666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Entering Unmasked Estep 
Score: -892343.562500 Penalty: 2183.584229
	Iteration 0F: 2 clusters Score -892343.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -886696.750000 Penalty: 4367.168457
	Iteration 0F: 3 clusters Score -886696.8 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -888225.437500 Penalty: 4367.168457
	Iteration 1F: 3 clusters Score -888225.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -888479.500000 Penalty: 4367.168457
	Iteration 2F: 3 clusters Score -888479.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -888647.812500 Penalty: 4367.168457
	Iteration 3F: 3 clusters Score -888647.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -888772.937500 Penalty: 4367.168457
	Iteration 4Q: 3 clusters Score -888772.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -888864.750000 Penalty: 4367.168457
	Iteration 5Q: 3 clusters Score -888864.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -888945.187500 Penalty: 4367.168457
	Iteration 6Q: 3 clusters Score -888945.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -889023.312500 Penalty: 4367.168457
	Iteration 7Q: 3 clusters Score -889023.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -889111.250000 Penalty: 4367.168457
	Iteration 8Q: 3 clusters Score -889111.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -889191.437500 Penalty: 4367.168457
	Iteration 9Q: 3 clusters Score -889191.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -889284.937500 Penalty: 4367.168457
	Iteration 10Q: 3 clusters Score -889284.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -889381.000000 Penalty: 4367.168457
	Iteration 11Q: 3 clusters Score -889381 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -889474.625000 Penalty: 4367.168457
	Iteration 12Q: 3 clusters Score -889474.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -889558.437500 Penalty: 4367.168457
	Iteration 13Q: 3 clusters Score -889558.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -889646.500000 Penalty: 4367.168457
	Iteration 14Q: 3 clusters Score -889646.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -889727.375000 Penalty: 4367.168457
	Iteration 15Q: 3 clusters Score -889727.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -889814.250000 Penalty: 4367.168457
	Iteration 16Q: 3 clusters Score -889814.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -889910.750000 Penalty: 4367.168457
	Iteration 17Q: 3 clusters Score -889910.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -889993.125000 Penalty: 4367.168457
	Iteration 18Q: 3 clusters Score -889993.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -890048.125000 Penalty: 4367.168457
	Iteration 19Q: 3 clusters Score -890048.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -890087.000000 Penalty: 4367.168457
	Iteration 20F: 3 clusters Score -890087 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -890115.125000 Penalty: 4367.168457
	Iteration 21Q: 3 clusters Score -890115.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -890137.687500 Penalty: 4367.168457
	Iteration 22Q: 3 clusters Score -890137.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -890152.625000 Penalty: 4367.168457
	Iteration 23Q: 3 clusters Score -890152.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -890165.250000 Penalty: 4367.168457
	Iteration 24Q: 3 clusters Score -890165.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -890172.000000 Penalty: 4367.168457
	Iteration 25Q: 3 clusters Score -890172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -890175.437500 Penalty: 4367.168457
	Iteration 26Q: 3 clusters Score -890175.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -890183.375000 Penalty: 4367.168457
	Iteration 27Q: 3 clusters Score -890183.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -890186.312500 Penalty: 4367.168457
	Iteration 28Q: 3 clusters Score -890186.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -890190.750000 Penalty: 4367.168457
	Iteration 29Q: 3 clusters Score -890190.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -890191.250000 Penalty: 4367.168457
	Iteration 30Q: 3 clusters Score -890191.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -890194.062500 Penalty: 4367.168457
	Iteration 31Q: 3 clusters Score -890194.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -890196.000000 Penalty: 4367.168457
	Iteration 32Q: 3 clusters Score -890196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -890196.937500 Penalty: 4367.168457
	Iteration 33Q: 3 clusters Score -890196.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -890197.062500 Penalty: 4367.168457
	Iteration 34Q: 3 clusters Score -890197.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -890200.750000 Penalty: 4367.168457
	Iteration 35Q: 3 clusters Score -890200.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -890200.812500 Penalty: 4367.168457
	Iteration 36Q: 3 clusters Score -890200.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -890201.750000 Penalty: 4367.168457
	Iteration 37Q: 3 clusters Score -890201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -890200.312500 Penalty: 4367.168457
	Iteration 38Q: 3 clusters Score -890200.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -890200.312500 Penalty: 4367.168457
	Iteration 39F: 3 clusters Score -890200.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126895 members 
Entering Unmasked Estep 
Score: -16714500.000000 Penalty: 2914.276367
	Iteration 0F: 2 clusters Score -1.67145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63302 members 
Mstep: Class 2 contains 63593 members 
Entering Unmasked Estep 
Score: -16629672.000000 Penalty: 5828.552734
	Iteration 0F: 3 clusters Score -1.662967e+07 nChanged 60324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -16664958.000000 Penalty: 5828.552734
	Iteration 1F: 3 clusters Score -1.666496e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -16666538.000000 Penalty: 5828.552734
	Iteration 2Q: 3 clusters Score -1.666654e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
Score: -16668380.000000 Penalty: 5828.552734
	Iteration 3Q: 3 clusters Score -1.666838e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -16671423.000000 Penalty: 5828.552734
	Iteration 4Q: 3 clusters Score -1.667142e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -16675428.000000 Penalty: 5828.552734
	Iteration 5F: 3 clusters Score -1.667543e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 85955 members 
Entering Unmasked Estep 
Score: -16680340.000000 Penalty: 5828.552734
	Iteration 6F: 3 clusters Score -1.668034e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 92827 members 
Entering Unmasked Estep 
Score: -16685820.000000 Penalty: 5828.552734
	Iteration 7F: 3 clusters Score -1.668582e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 99662 members 
Entering Unmasked Estep 
Score: -16691188.000000 Penalty: 5828.552734
	Iteration 8F: 3 clusters Score -1.669119e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 105780 members 
Entering Unmasked Estep 
Score: -16696098.000000 Penalty: 5828.552734
	Iteration 9F: 3 clusters Score -1.66961e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 111071 members 
Entering Unmasked Estep 
Score: -16700166.000000 Penalty: 5828.552734
	Iteration 10Q: 3 clusters Score -1.670017e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 115401 members 
Entering Unmasked Estep 
Score: -16703454.000000 Penalty: 5828.552734
	Iteration 11Q: 3 clusters Score -1.670345e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 118801 members 
Entering Unmasked Estep 
Score: -16705992.000000 Penalty: 5828.552734
	Iteration 12Q: 3 clusters Score -1.670599e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 121364 members 
Entering Unmasked Estep 
Score: -16707915.000000 Penalty: 5828.552734
	Iteration 13Q: 3 clusters Score -1.670792e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 123205 members 
Entering Unmasked Estep 
Score: -16709244.000000 Penalty: 5828.552734
	Iteration 14Q: 3 clusters Score -1.670924e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 124464 members 
Entering Unmasked Estep 
Score: -16710211.000000 Penalty: 5828.552734
	Iteration 15Q: 3 clusters Score -1.671021e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 125268 members 
Entering Unmasked Estep 
Score: -16710804.000000 Penalty: 5828.552734
	Iteration 16Q: 3 clusters Score -1.67108e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 125756 members 
Entering Unmasked Estep 
Score: -16711193.000000 Penalty: 5828.552734
	Iteration 17Q: 3 clusters Score -1.671119e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 126052 members 
Entering Unmasked Estep 
Score: -16711434.000000 Penalty: 5828.552734
	Iteration 18Q: 3 clusters Score -1.671143e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 126235 members 
Entering Unmasked Estep 
Score: -16711579.000000 Penalty: 5828.552734
	Iteration 19Q: 3 clusters Score -1.671158e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 126332 members 
Entering Unmasked Estep 
Score: -16711680.000000 Penalty: 5828.552734
	Iteration 20F: 3 clusters Score -1.671168e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 126392 members 
Entering Unmasked Estep 
Score: -16711753.000000 Penalty: 5828.552734
	Iteration 21Q: 3 clusters Score -1.671175e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 126431 members 
Entering Unmasked Estep 
Score: -16711799.000000 Penalty: 5828.552734
	Iteration 22Q: 3 clusters Score -1.67118e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 126467 members 
Entering Unmasked Estep 
Score: -16711815.000000 Penalty: 5828.552734
	Iteration 23Q: 3 clusters Score -1.671182e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 126484 members 
Entering Unmasked Estep 
Score: -16711842.000000 Penalty: 5828.552734
	Iteration 24Q: 3 clusters Score -1.671184e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 126497 members 
Entering Unmasked Estep 
Score: -16711865.000000 Penalty: 5828.552734
	Iteration 25Q: 3 clusters Score -1.671186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 126506 members 
Entering Unmasked Estep 
Score: -16711871.000000 Penalty: 5828.552734
	Iteration 26Q: 3 clusters Score -1.671187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 126513 members 
Entering Unmasked Estep 
Score: -16711878.000000 Penalty: 5828.552734
	Iteration 27Q: 3 clusters Score -1.671188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 126517 members 
Entering Unmasked Estep 
Score: -16711889.000000 Penalty: 5828.552734
	Iteration 28Q: 3 clusters Score -1.671189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 126518 members 
Entering Unmasked Estep 
Score: -16711891.000000 Penalty: 5828.552734
	Iteration 29Q: 3 clusters Score -1.671189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 126520 members 
Entering Unmasked Estep 
Score: -16711885.000000 Penalty: 5828.552734
	Iteration 30Q: 3 clusters Score -1.671188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 126524 members 
Entering Unmasked Estep 
Score: -16711884.000000 Penalty: 5828.552734
	Iteration 31Q: 3 clusters Score -1.671188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 126529 members 
Entering Unmasked Estep 
Score: -16711896.000000 Penalty: 5828.552734
	Iteration 32Q: 3 clusters Score -1.67119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 126532 members 
Entering Unmasked Estep 
Score: -16711888.000000 Penalty: 5828.552734
	Iteration 33Q: 3 clusters Score -1.671189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 126534 members 
Entering Unmasked Estep 
Score: -16711888.000000 Penalty: 5828.552734
	Iteration 34Q: 3 clusters Score -1.671189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 126538 members 
Entering Unmasked Estep 
Score: -16711901.000000 Penalty: 5828.552734
	Iteration 35Q: 3 clusters Score -1.67119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 126541 members 
Entering Unmasked Estep 
Score: -16711905.000000 Penalty: 5828.552734
	Iteration 36Q: 3 clusters Score -1.67119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 126542 members 
Entering Unmasked Estep 
Score: -16711911.000000 Penalty: 5828.552734
	Iteration 37Q: 3 clusters Score -1.671191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 126542 members 
Entering Unmasked Estep 
Score: -16711911.000000 Penalty: 5828.552734
	Iteration 38F: 3 clusters Score -1.671191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Entering Unmasked Estep 
Score: -695516.562500 Penalty: 2127.368896
	Iteration 0F: 2 clusters Score -695516.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -690800.437500 Penalty: 4254.737793
	Iteration 0F: 3 clusters Score -690800.4 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -692061.500000 Penalty: 4254.737793
	Iteration 1F: 3 clusters Score -692061.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -692526.937500 Penalty: 4254.737793
	Iteration 2F: 3 clusters Score -692526.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -693043.375000 Penalty: 4254.737793
	Iteration 3F: 3 clusters Score -693043.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -693516.250000 Penalty: 4254.737793
	Iteration 4F: 3 clusters Score -693516.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -693926.937500 Penalty: 4254.737793
	Iteration 5F: 3 clusters Score -693926.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -694258.375000 Penalty: 4254.737793
	Iteration 6F: 3 clusters Score -694258.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -694443.562500 Penalty: 4254.737793
	Iteration 7Q: 3 clusters Score -694443.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -694574.125000 Penalty: 4254.737793
	Iteration 8Q: 3 clusters Score -694574.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -694652.062500 Penalty: 4254.737793
	Iteration 9Q: 3 clusters Score -694652.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -694698.687500 Penalty: 4254.737793
	Iteration 10Q: 3 clusters Score -694698.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -694721.437500 Penalty: 4254.737793
	Iteration 11Q: 3 clusters Score -694721.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -694733.375000 Penalty: 4254.737793
	Iteration 12Q: 3 clusters Score -694733.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -694742.687500 Penalty: 4254.737793
	Iteration 13Q: 3 clusters Score -694742.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -694747.562500 Penalty: 4254.737793
	Iteration 14Q: 3 clusters Score -694747.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -694748.250000 Penalty: 4254.737793
	Iteration 15Q: 3 clusters Score -694748.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -694750.875000 Penalty: 4254.737793
	Iteration 16Q: 3 clusters Score -694750.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -694752.625000 Penalty: 4254.737793
	Iteration 17Q: 3 clusters Score -694752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -694755.000000 Penalty: 4254.737793
	Iteration 18Q: 3 clusters Score -694755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -694754.375000 Penalty: 4254.737793
	Iteration 19Q: 3 clusters Score -694754.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -694754.375000 Penalty: 4254.737793
	Iteration 20F: 3 clusters Score -694754.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -90302.828125 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -90302.83 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 396 members 
Entering Unmasked Estep 
Score: -88579.773438 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -88579.77 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -88959.070312 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -88959.07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -89148.703125 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -89148.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -89393.921875 Penalty: 3291.429688
	Iteration 3F: 3 clusters Score -89393.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -89653.875000 Penalty: 3291.429688
	Iteration 4Q: 3 clusters Score -89653.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -89863.593750 Penalty: 3291.429688
	Iteration 5Q: 3 clusters Score -89863.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -89974.781250 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -89974.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90064.890625 Penalty: 3291.429688
	Iteration 7Q: 3 clusters Score -90064.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -90119.593750 Penalty: 3291.429688
	Iteration 8Q: 3 clusters Score -90119.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -90180.101562 Penalty: 3291.429688
	Iteration 9Q: 3 clusters Score -90180.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90235.687500 Penalty: 3291.429688
	Iteration 10Q: 3 clusters Score -90235.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90291.125000 Penalty: 3291.429688
	Iteration 11Q: 3 clusters Score -90291.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -90335.398438 Penalty: 3291.429688
	Iteration 12Q: 3 clusters Score -90335.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -90350.695312 Penalty: 3291.429688
	Iteration 13Q: 3 clusters Score -90350.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -90362.265625 Penalty: 3291.429688
	Iteration 14Q: 3 clusters Score -90362.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -90363.617188 Penalty: 3291.429688
	Iteration 15F: 3 clusters Score -90363.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -90367.890625 Penalty: 3291.429688
	Iteration 16Q: 3 clusters Score -90367.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -90367.890625 Penalty: 3291.429688
	Iteration 17F: 3 clusters Score -90367.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 99340 members 
Mstep: Class 3 contains 17452 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37460 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126895 members 
Mstep: Class 9 contains 5314 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 44611 members 
Mstep: Class 12 contains 14341 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23885 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 33410 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3585 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 6902 members 
Mstep: Class 22 contains 17165 members 
Mstep: Class 23 contains 8576 members 
Mstep: Class 24 contains 18613 members 
Mstep: Class 25 contains 381 members 
Mstep: Class 26 contains 2272 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20376 members 
Mstep: Class 29 contains 5166 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 17102 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 312 members 
Entering Unmasked Estep 
Score: -73856872.000000 Penalty: 111890.835938
Splitting cluster 10 changes total score from -73858408.000000 to -73856872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (44611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Entering Unmasked Estep 
Score: -5861223.500000 Penalty: 2655.022461
	Iteration 0F: 2 clusters Score -5861224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -5831148.500000 Penalty: 5310.044922
	Iteration 0F: 3 clusters Score -5831148 nChanged 20565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -5842505.000000 Penalty: 5310.044922
	Iteration 1F: 3 clusters Score -5842505 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -5843124.000000 Penalty: 5310.044922
	Iteration 2Q: 3 clusters Score -5843124 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -5843783.500000 Penalty: 5310.044922
	Iteration 3Q: 3 clusters Score -5843784 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -5844553.000000 Penalty: 5310.044922
	Iteration 4Q: 3 clusters Score -5844553 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -5845500.000000 Penalty: 5310.044922
	Iteration 5Q: 3 clusters Score -5845500 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -5846635.500000 Penalty: 5310.044922
	Iteration 6F: 3 clusters Score -5846636 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -5847989.000000 Penalty: 5310.044922
	Iteration 7F: 3 clusters Score -5847989 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -5849350.000000 Penalty: 5310.044922
	Iteration 8F: 3 clusters Score -5849350 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -5850586.500000 Penalty: 5310.044922
	Iteration 9F: 3 clusters Score -5850586 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -5851716.500000 Penalty: 5310.044922
	Iteration 10Q: 3 clusters Score -5851716 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -5852848.500000 Penalty: 5310.044922
	Iteration 11Q: 3 clusters Score -5852848 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -5853936.500000 Penalty: 5310.044922
	Iteration 12Q: 3 clusters Score -5853936 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -5855077.500000 Penalty: 5310.044922
	Iteration 13Q: 3 clusters Score -5855078 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -5856189.000000 Penalty: 5310.044922
	Iteration 14Q: 3 clusters Score -5856189 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -5857086.500000 Penalty: 5310.044922
	Iteration 15Q: 3 clusters Score -5857086 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -5857774.000000 Penalty: 5310.044922
	Iteration 16Q: 3 clusters Score -5857774 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -5858314.500000 Penalty: 5310.044922
	Iteration 17Q: 3 clusters Score -5858314 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -5858590.500000 Penalty: 5310.044922
	Iteration 18Q: 3 clusters Score -5858590 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -5858731.500000 Penalty: 5310.044922
	Iteration 19Q: 3 clusters Score -5858732 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -5858832.000000 Penalty: 5310.044922
	Iteration 20F: 3 clusters Score -5858832 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -5858878.500000 Penalty: 5310.044922
	Iteration 21Q: 3 clusters Score -5858878 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -5858924.500000 Penalty: 5310.044922
	Iteration 22Q: 3 clusters Score -5858924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -5858939.500000 Penalty: 5310.044922
	Iteration 23Q: 3 clusters Score -5858940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -5858956.000000 Penalty: 5310.044922
	Iteration 24Q: 3 clusters Score -5858956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -5858967.000000 Penalty: 5310.044922
	Iteration 25Q: 3 clusters Score -5858967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -5858991.500000 Penalty: 5310.044922
	Iteration 26Q: 3 clusters Score -5858992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -5858995.500000 Penalty: 5310.044922
	Iteration 27Q: 3 clusters Score -5858996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -5859015.000000 Penalty: 5310.044922
	Iteration 28Q: 3 clusters Score -5859015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -5859014.000000 Penalty: 5310.044922
	Iteration 29Q: 3 clusters Score -5859014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -5859024.000000 Penalty: 5310.044922
	Iteration 30Q: 3 clusters Score -5859024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -5859029.000000 Penalty: 5310.044922
	Iteration 31Q: 3 clusters Score -5859029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -5859040.000000 Penalty: 5310.044922
	Iteration 32Q: 3 clusters Score -5859040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -5859043.000000 Penalty: 5310.044922
	Iteration 33Q: 3 clusters Score -5859043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -5859052.000000 Penalty: 5310.044922
	Iteration 34Q: 3 clusters Score -5859052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -5859051.500000 Penalty: 5310.044922
	Iteration 35Q: 3 clusters Score -5859052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -5859057.000000 Penalty: 5310.044922
	Iteration 36Q: 3 clusters Score -5859057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -5859065.000000 Penalty: 5310.044922
	Iteration 37Q: 3 clusters Score -5859065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -5859068.000000 Penalty: 5310.044922
	Iteration 38Q: 3 clusters Score -5859068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -5859067.000000 Penalty: 5310.044922
	Iteration 39Q: 3 clusters Score -5859067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -5859069.500000 Penalty: 5310.044922
	Iteration 40F: 3 clusters Score -5859070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Entering Unmasked Estep 
Score: -1861851.750000 Penalty: 2373.577637
	Iteration 0F: 2 clusters Score -1861852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1851437.000000 Penalty: 4747.155273
	Iteration 0F: 3 clusters Score -1851437 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1854787.750000 Penalty: 4747.155273
	Iteration 1F: 3 clusters Score -1854788 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1855132.375000 Penalty: 4747.155273
	Iteration 2F: 3 clusters Score -1855132 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1855376.875000 Penalty: 4747.155273
	Iteration 3Q: 3 clusters Score -1855377 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1855592.875000 Penalty: 4747.155273
	Iteration 4Q: 3 clusters Score -1855593 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1855819.250000 Penalty: 4747.155273
	Iteration 5Q: 3 clusters Score -1855819 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1856056.875000 Penalty: 4747.155273
	Iteration 6Q: 3 clusters Score -1856057 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1856309.125000 Penalty: 4747.155273
	Iteration 7Q: 3 clusters Score -1856309 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1856609.875000 Penalty: 4747.155273
	Iteration 8Q: 3 clusters Score -1856610 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1856924.250000 Penalty: 4747.155273
	Iteration 9Q: 3 clusters Score -1856924 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1857210.250000 Penalty: 4747.155273
	Iteration 10Q: 3 clusters Score -1857210 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1857485.875000 Penalty: 4747.155273
	Iteration 11Q: 3 clusters Score -1857486 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1857735.500000 Penalty: 4747.155273
	Iteration 12Q: 3 clusters Score -1857736 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1857955.750000 Penalty: 4747.155273
	Iteration 13Q: 3 clusters Score -1857956 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1858156.875000 Penalty: 4747.155273
	Iteration 14Q: 3 clusters Score -1858157 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1858316.500000 Penalty: 4747.155273
	Iteration 15Q: 3 clusters Score -1858316 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1858476.125000 Penalty: 4747.155273
	Iteration 16Q: 3 clusters Score -1858476 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1858665.375000 Penalty: 4747.155273
	Iteration 17Q: 3 clusters Score -1858665 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1858856.375000 Penalty: 4747.155273
	Iteration 18Q: 3 clusters Score -1858856 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1859034.000000 Penalty: 4747.155273
	Iteration 19Q: 3 clusters Score -1859034 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1859156.000000 Penalty: 4747.155273
	Iteration 20F: 3 clusters Score -1859156 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1859258.125000 Penalty: 4747.155273
	Iteration 21Q: 3 clusters Score -1859258 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1859356.000000 Penalty: 4747.155273
	Iteration 22Q: 3 clusters Score -1859356 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1859439.750000 Penalty: 4747.155273
	Iteration 23Q: 3 clusters Score -1859440 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1859487.750000 Penalty: 4747.155273
	Iteration 24Q: 3 clusters Score -1859488 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1859530.250000 Penalty: 4747.155273
	Iteration 25Q: 3 clusters Score -1859530 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1859561.125000 Penalty: 4747.155273
	Iteration 26Q: 3 clusters Score -1859561 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1859584.875000 Penalty: 4747.155273
	Iteration 27Q: 3 clusters Score -1859585 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1859612.500000 Penalty: 4747.155273
	Iteration 28Q: 3 clusters Score -1859612 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1859627.750000 Penalty: 4747.155273
	Iteration 29Q: 3 clusters Score -1859628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1859639.000000 Penalty: 4747.155273
	Iteration 30Q: 3 clusters Score -1859639 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1859653.000000 Penalty: 4747.155273
	Iteration 31Q: 3 clusters Score -1859653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1859664.250000 Penalty: 4747.155273
	Iteration 32Q: 3 clusters Score -1859664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1859667.250000 Penalty: 4747.155273
	Iteration 33Q: 3 clusters Score -1859667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1859672.125000 Penalty: 4747.155273
	Iteration 34Q: 3 clusters Score -1859672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1859676.000000 Penalty: 4747.155273
	Iteration 35Q: 3 clusters Score -1859676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1859682.500000 Penalty: 4747.155273
	Iteration 36Q: 3 clusters Score -1859682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1859685.250000 Penalty: 4747.155273
	Iteration 37Q: 3 clusters Score -1859685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1859690.750000 Penalty: 4747.155273
	Iteration 38Q: 3 clusters Score -1859691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1859693.750000 Penalty: 4747.155273
	Iteration 39Q: 3 clusters Score -1859694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1859695.250000 Penalty: 4747.155273
	Iteration 40F: 3 clusters Score -1859695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1859699.125000 Penalty: 4747.155273
	Iteration 41Q: 3 clusters Score -1859699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1859697.750000 Penalty: 4747.155273
	Iteration 42Q: 3 clusters Score -1859698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1859697.000000 Penalty: 4747.155273
	Iteration 43Q: 3 clusters Score -1859697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1859702.000000 Penalty: 4747.155273
	Iteration 44Q: 3 clusters Score -1859702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1859699.250000 Penalty: 4747.155273
	Iteration 45Q: 3 clusters Score -1859699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1859703.500000 Penalty: 4747.155273
	Iteration 46Q: 3 clusters Score -1859704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1859704.625000 Penalty: 4747.155273
	Iteration 47Q: 3 clusters Score -1859705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1859702.375000 Penalty: 4747.155273
	Iteration 48Q: 3 clusters Score -1859702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1859704.000000 Penalty: 4747.155273
	Iteration 49Q: 3 clusters Score -1859704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1859705.500000 Penalty: 4747.155273
	Iteration 50Q: 3 clusters Score -1859706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1859706.625000 Penalty: 4747.155273
	Iteration 51Q: 3 clusters Score -1859707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1859706.375000 Penalty: 4747.155273
	Iteration 52Q: 3 clusters Score -1859706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1859707.250000 Penalty: 4747.155273
	Iteration 53Q: 3 clusters Score -1859707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1859708.000000 Penalty: 4747.155273
	Iteration 54Q: 3 clusters Score -1859708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1859708.250000 Penalty: 4747.155273
	Iteration 55Q: 3 clusters Score -1859708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1859708.625000 Penalty: 4747.155273
	Iteration 56Q: 3 clusters Score -1859709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1859707.000000 Penalty: 4747.155273
	Iteration 57Q: 3 clusters Score -1859707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1859708.000000 Penalty: 4747.155273
	Iteration 58Q: 3 clusters Score -1859708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1859708.625000 Penalty: 4747.155273
	Iteration 59Q: 3 clusters Score -1859709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1859709.375000 Penalty: 4747.155273
	Iteration 60F: 3 clusters Score -1859709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Entering Unmasked Estep 
Score: -2751352.750000 Penalty: 2470.877930
	Iteration 0F: 2 clusters Score -2751353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2736610.250000 Penalty: 4941.755859
	Iteration 0F: 3 clusters Score -2736610 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2741672.250000 Penalty: 4941.755859
	Iteration 1F: 3 clusters Score -2741672 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2742141.250000 Penalty: 4941.755859
	Iteration 2F: 3 clusters Score -2742141 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2742586.750000 Penalty: 4941.755859
	Iteration 3Q: 3 clusters Score -2742587 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2743055.500000 Penalty: 4941.755859
	Iteration 4Q: 3 clusters Score -2743056 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2743566.750000 Penalty: 4941.755859
	Iteration 5Q: 3 clusters Score -2743567 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2744113.500000 Penalty: 4941.755859
	Iteration 6Q: 3 clusters Score -2744114 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2744716.750000 Penalty: 4941.755859
	Iteration 7F: 3 clusters Score -2744717 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2745401.750000 Penalty: 4941.755859
	Iteration 8F: 3 clusters Score -2745402 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2746015.500000 Penalty: 4941.755859
	Iteration 9Q: 3 clusters Score -2746016 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2746659.250000 Penalty: 4941.755859
	Iteration 10Q: 3 clusters Score -2746659 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2747161.250000 Penalty: 4941.755859
	Iteration 11Q: 3 clusters Score -2747161 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2747575.750000 Penalty: 4941.755859
	Iteration 12Q: 3 clusters Score -2747576 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2747926.250000 Penalty: 4941.755859
	Iteration 13Q: 3 clusters Score -2747926 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2748219.000000 Penalty: 4941.755859
	Iteration 14Q: 3 clusters Score -2748219 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2748452.000000 Penalty: 4941.755859
	Iteration 15Q: 3 clusters Score -2748452 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2748602.500000 Penalty: 4941.755859
	Iteration 16Q: 3 clusters Score -2748602 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2748718.250000 Penalty: 4941.755859
	Iteration 17Q: 3 clusters Score -2748718 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2748802.750000 Penalty: 4941.755859
	Iteration 18Q: 3 clusters Score -2748803 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2748862.500000 Penalty: 4941.755859
	Iteration 19Q: 3 clusters Score -2748862 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2748901.000000 Penalty: 4941.755859
	Iteration 20F: 3 clusters Score -2748901 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2748937.000000 Penalty: 4941.755859
	Iteration 21Q: 3 clusters Score -2748937 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2748968.500000 Penalty: 4941.755859
	Iteration 22Q: 3 clusters Score -2748968 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2748999.500000 Penalty: 4941.755859
	Iteration 23Q: 3 clusters Score -2749000 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2749011.750000 Penalty: 4941.755859
	Iteration 24Q: 3 clusters Score -2749012 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2749025.750000 Penalty: 4941.755859
	Iteration 25Q: 3 clusters Score -2749026 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2749038.250000 Penalty: 4941.755859
	Iteration 26Q: 3 clusters Score -2749038 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2749057.000000 Penalty: 4941.755859
	Iteration 27Q: 3 clusters Score -2749057 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2749080.500000 Penalty: 4941.755859
	Iteration 28Q: 3 clusters Score -2749080 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2749087.250000 Penalty: 4941.755859
	Iteration 29Q: 3 clusters Score -2749087 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2749092.750000 Penalty: 4941.755859
	Iteration 30Q: 3 clusters Score -2749093 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2749109.500000 Penalty: 4941.755859
	Iteration 31Q: 3 clusters Score -2749110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2749107.750000 Penalty: 4941.755859
	Iteration 32Q: 3 clusters Score -2749108 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2749118.250000 Penalty: 4941.755859
	Iteration 33Q: 3 clusters Score -2749118 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2749125.750000 Penalty: 4941.755859
	Iteration 34Q: 3 clusters Score -2749126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2749126.750000 Penalty: 4941.755859
	Iteration 35Q: 3 clusters Score -2749127 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2749128.750000 Penalty: 4941.755859
	Iteration 36Q: 3 clusters Score -2749129 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2749127.750000 Penalty: 4941.755859
	Iteration 37Q: 3 clusters Score -2749128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2749132.750000 Penalty: 4941.755859
	Iteration 38Q: 3 clusters Score -2749133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2749127.750000 Penalty: 4941.755859
	Iteration 39Q: 3 clusters Score -2749128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2749137.500000 Penalty: 4941.755859
	Iteration 40F: 3 clusters Score -2749138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2749139.750000 Penalty: 4941.755859
	Iteration 41Q: 3 clusters Score -2749140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2749140.750000 Penalty: 4941.755859
	Iteration 42Q: 3 clusters Score -2749141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2749147.000000 Penalty: 4941.755859
	Iteration 43Q: 3 clusters Score -2749147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2749152.000000 Penalty: 4941.755859
	Iteration 44Q: 3 clusters Score -2749152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2749150.500000 Penalty: 4941.755859
	Iteration 45Q: 3 clusters Score -2749150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2749149.750000 Penalty: 4941.755859
	Iteration 46Q: 3 clusters Score -2749150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2749154.250000 Penalty: 4941.755859
	Iteration 47Q: 3 clusters Score -2749154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2749155.750000 Penalty: 4941.755859
	Iteration 48Q: 3 clusters Score -2749156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2749158.500000 Penalty: 4941.755859
	Iteration 49Q: 3 clusters Score -2749158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2749163.500000 Penalty: 4941.755859
	Iteration 50Q: 3 clusters Score -2749164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2749161.250000 Penalty: 4941.755859
	Iteration 51Q: 3 clusters Score -2749161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2749166.500000 Penalty: 4941.755859
	Iteration 52Q: 3 clusters Score -2749166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2749170.250000 Penalty: 4941.755859
	Iteration 53Q: 3 clusters Score -2749170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2749178.000000 Penalty: 4941.755859
	Iteration 54Q: 3 clusters Score -2749178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2749178.500000 Penalty: 4941.755859
	Iteration 55Q: 3 clusters Score -2749178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2749179.500000 Penalty: 4941.755859
	Iteration 56Q: 3 clusters Score -2749180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2749182.500000 Penalty: 4941.755859
	Iteration 57Q: 3 clusters Score -2749182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2749185.250000 Penalty: 4941.755859
	Iteration 58Q: 3 clusters Score -2749185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2749188.500000 Penalty: 4941.755859
	Iteration 59Q: 3 clusters Score -2749188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2749187.000000 Penalty: 4941.755859
	Iteration 60F: 3 clusters Score -2749187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2749186.000000 Penalty: 4941.755859
	Iteration 61Q: 3 clusters Score -2749186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2749189.750000 Penalty: 4941.755859
	Iteration 62Q: 3 clusters Score -2749190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2749188.250000 Penalty: 4941.755859
	Iteration 63Q: 3 clusters Score -2749188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2749188.500000 Penalty: 4941.755859
	Iteration 64Q: 3 clusters Score -2749188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2749193.250000 Penalty: 4941.755859
	Iteration 65Q: 3 clusters Score -2749193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2749188.250000 Penalty: 4941.755859
	Iteration 66Q: 3 clusters Score -2749188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2749192.000000 Penalty: 4941.755859
	Iteration 67Q: 3 clusters Score -2749192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2749192.250000 Penalty: 4941.755859
	Iteration 68Q: 3 clusters Score -2749192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2749193.000000 Penalty: 4941.755859
	Iteration 69Q: 3 clusters Score -2749193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2749197.250000 Penalty: 4941.755859
	Iteration 70Q: 3 clusters Score -2749197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2749196.500000 Penalty: 4941.755859
	Iteration 71Q: 3 clusters Score -2749196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2749197.250000 Penalty: 4941.755859
	Iteration 72Q: 3 clusters Score -2749197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2749204.750000 Penalty: 4941.755859
	Iteration 73Q: 3 clusters Score -2749205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2749200.000000 Penalty: 4941.755859
	Iteration 74Q: 3 clusters Score -2749200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2749206.750000 Penalty: 4941.755859
	Iteration 75Q: 3 clusters Score -2749207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2749210.500000 Penalty: 4941.755859
	Iteration 76Q: 3 clusters Score -2749210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2749208.000000 Penalty: 4941.755859
	Iteration 77Q: 3 clusters Score -2749208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2749208.500000 Penalty: 4941.755859
	Iteration 78Q: 3 clusters Score -2749208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2749213.500000 Penalty: 4941.755859
	Iteration 79Q: 3 clusters Score -2749214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2749220.500000 Penalty: 4941.755859
	Iteration 80F: 3 clusters Score -2749220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2749228.250000 Penalty: 4941.755859
	Iteration 81Q: 3 clusters Score -2749228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2749235.250000 Penalty: 4941.755859
	Iteration 82Q: 3 clusters Score -2749235 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2749240.250000 Penalty: 4941.755859
	Iteration 83Q: 3 clusters Score -2749240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2749246.750000 Penalty: 4941.755859
	Iteration 84Q: 3 clusters Score -2749247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2749243.500000 Penalty: 4941.755859
	Iteration 85Q: 3 clusters Score -2749244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2749251.000000 Penalty: 4941.755859
	Iteration 86Q: 3 clusters Score -2749251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2749249.000000 Penalty: 4941.755859
	Iteration 87Q: 3 clusters Score -2749249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2749252.000000 Penalty: 4941.755859
	Iteration 88Q: 3 clusters Score -2749252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2749254.250000 Penalty: 4941.755859
	Iteration 89Q: 3 clusters Score -2749254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2749250.250000 Penalty: 4941.755859
	Iteration 90Q: 3 clusters Score -2749250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2749259.000000 Penalty: 4941.755859
	Iteration 91Q: 3 clusters Score -2749259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2749265.500000 Penalty: 4941.755859
	Iteration 92Q: 3 clusters Score -2749266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2749266.250000 Penalty: 4941.755859
	Iteration 93Q: 3 clusters Score -2749266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2749263.000000 Penalty: 4941.755859
	Iteration 94Q: 3 clusters Score -2749263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2749270.000000 Penalty: 4941.755859
	Iteration 95Q: 3 clusters Score -2749270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2749266.250000 Penalty: 4941.755859
	Iteration 96Q: 3 clusters Score -2749266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2749274.250000 Penalty: 4941.755859
	Iteration 97Q: 3 clusters Score -2749274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2749282.750000 Penalty: 4941.755859
	Iteration 98Q: 3 clusters Score -2749283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2749282.500000 Penalty: 4941.755859
	Iteration 99Q: 3 clusters Score -2749282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2749285.000000 Penalty: 4941.755859
	Iteration 100F: 3 clusters Score -2749285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2749289.250000 Penalty: 4941.755859
	Iteration 101Q: 3 clusters Score -2749289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2749290.500000 Penalty: 4941.755859
	Iteration 102Q: 3 clusters Score -2749290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2749292.000000 Penalty: 4941.755859
	Iteration 103Q: 3 clusters Score -2749292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2749295.750000 Penalty: 4941.755859
	Iteration 104Q: 3 clusters Score -2749296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2749296.500000 Penalty: 4941.755859
	Iteration 105Q: 3 clusters Score -2749296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2749297.000000 Penalty: 4941.755859
	Iteration 106Q: 3 clusters Score -2749297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2749295.500000 Penalty: 4941.755859
	Iteration 107Q: 3 clusters Score -2749296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2749296.750000 Penalty: 4941.755859
	Iteration 108Q: 3 clusters Score -2749297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2749300.250000 Penalty: 4941.755859
	Iteration 109Q: 3 clusters Score -2749300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2749301.250000 Penalty: 4941.755859
	Iteration 110Q: 3 clusters Score -2749301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2749301.250000 Penalty: 4941.755859
	Iteration 111Q: 3 clusters Score -2749301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2749301.250000 Penalty: 4941.755859
	Iteration 112Q: 3 clusters Score -2749301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2749299.750000 Penalty: 4941.755859
	Iteration 113Q: 3 clusters Score -2749300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2749295.750000 Penalty: 4941.755859
	Iteration 114Q: 3 clusters Score -2749296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2749297.000000 Penalty: 4941.755859
	Iteration 115Q: 3 clusters Score -2749297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2749298.000000 Penalty: 4941.755859
	Iteration 116Q: 3 clusters Score -2749298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2749297.500000 Penalty: 4941.755859
	Iteration 117Q: 3 clusters Score -2749298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2749296.500000 Penalty: 4941.755859
	Iteration 118Q: 3 clusters Score -2749296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2749300.000000 Penalty: 4941.755859
	Iteration 119Q: 3 clusters Score -2749300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2749302.000000 Penalty: 4941.755859
	Iteration 120F: 3 clusters Score -2749302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2749297.500000 Penalty: 4941.755859
	Iteration 121Q: 3 clusters Score -2749298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2749297.000000 Penalty: 4941.755859
	Iteration 122Q: 3 clusters Score -2749297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2749301.000000 Penalty: 4941.755859
	Iteration 123Q: 3 clusters Score -2749301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2749303.500000 Penalty: 4941.755859
	Iteration 124Q: 3 clusters Score -2749304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2749303.750000 Penalty: 4941.755859
	Iteration 125Q: 3 clusters Score -2749304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2749298.000000 Penalty: 4941.755859
	Iteration 126Q: 3 clusters Score -2749298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2749302.000000 Penalty: 4941.755859
	Iteration 127Q: 3 clusters Score -2749302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2749301.500000 Penalty: 4941.755859
	Iteration 128Q: 3 clusters Score -2749302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2749299.000000 Penalty: 4941.755859
	Iteration 129Q: 3 clusters Score -2749299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2749300.750000 Penalty: 4941.755859
	Iteration 130Q: 3 clusters Score -2749301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2749302.250000 Penalty: 4941.755859
	Iteration 131Q: 3 clusters Score -2749302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2749301.750000 Penalty: 4941.755859
	Iteration 132Q: 3 clusters Score -2749302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2749302.250000 Penalty: 4941.755859
	Iteration 133Q: 3 clusters Score -2749302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2749306.000000 Penalty: 4941.755859
	Iteration 134Q: 3 clusters Score -2749306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2749307.500000 Penalty: 4941.755859
	Iteration 135Q: 3 clusters Score -2749308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2749304.500000 Penalty: 4941.755859
	Iteration 136Q: 3 clusters Score -2749304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2749308.250000 Penalty: 4941.755859
	Iteration 137Q: 3 clusters Score -2749308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2749307.750000 Penalty: 4941.755859
	Iteration 138Q: 3 clusters Score -2749308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2749306.250000 Penalty: 4941.755859
	Iteration 139Q: 3 clusters Score -2749306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2749297.750000 Penalty: 4941.755859
	Iteration 140F: 3 clusters Score -2749298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2749300.000000 Penalty: 4941.755859
	Iteration 141Q: 3 clusters Score -2749300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2749300.000000 Penalty: 4941.755859
	Iteration 142F: 3 clusters Score -2749300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Entering Unmasked Estep 
Score: -3134872.500000 Penalty: 2500.089600
	Iteration 0F: 2 clusters Score -3134872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -3118403.500000 Penalty: 5000.179199
	Iteration 0F: 3 clusters Score -3118404 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -3124142.500000 Penalty: 5000.179199
	Iteration 1F: 3 clusters Score -3124142 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3124556.500000 Penalty: 5000.179199
	Iteration 2Q: 3 clusters Score -3124556 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3124935.750000 Penalty: 5000.179199
	Iteration 3Q: 3 clusters Score -3124936 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3125330.000000 Penalty: 5000.179199
	Iteration 4Q: 3 clusters Score -3125330 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3125685.000000 Penalty: 5000.179199
	Iteration 5Q: 3 clusters Score -3125685 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -3126074.500000 Penalty: 5000.179199
	Iteration 6Q: 3 clusters Score -3126074 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3126536.500000 Penalty: 5000.179199
	Iteration 7Q: 3 clusters Score -3126536 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -3127108.500000 Penalty: 5000.179199
	Iteration 8Q: 3 clusters Score -3127108 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3127857.750000 Penalty: 5000.179199
	Iteration 9Q: 3 clusters Score -3127858 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -3128779.500000 Penalty: 5000.179199
	Iteration 10F: 3 clusters Score -3128780 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -3129743.250000 Penalty: 5000.179199
	Iteration 11F: 3 clusters Score -3129743 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3130607.750000 Penalty: 5000.179199
	Iteration 12Q: 3 clusters Score -3130608 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -3131368.250000 Penalty: 5000.179199
	Iteration 13Q: 3 clusters Score -3131368 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -3131901.500000 Penalty: 5000.179199
	Iteration 14Q: 3 clusters Score -3131902 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -3132255.500000 Penalty: 5000.179199
	Iteration 15Q: 3 clusters Score -3132256 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -3132501.250000 Penalty: 5000.179199
	Iteration 16Q: 3 clusters Score -3132501 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -3132680.000000 Penalty: 5000.179199
	Iteration 17Q: 3 clusters Score -3132680 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -3132889.250000 Penalty: 5000.179199
	Iteration 18Q: 3 clusters Score -3132889 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -3133149.250000 Penalty: 5000.179199
	Iteration 19Q: 3 clusters Score -3133149 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3133458.750000 Penalty: 5000.179199
	Iteration 20F: 3 clusters Score -3133459 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -3133622.500000 Penalty: 5000.179199
	Iteration 21Q: 3 clusters Score -3133622 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -3133710.250000 Penalty: 5000.179199
	Iteration 22Q: 3 clusters Score -3133710 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -3133780.750000 Penalty: 5000.179199
	Iteration 23Q: 3 clusters Score -3133781 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -3133846.000000 Penalty: 5000.179199
	Iteration 24Q: 3 clusters Score -3133846 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3133908.000000 Penalty: 5000.179199
	Iteration 25Q: 3 clusters Score -3133908 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3133981.000000 Penalty: 5000.179199
	Iteration 26Q: 3 clusters Score -3133981 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -3134057.000000 Penalty: 5000.179199
	Iteration 27Q: 3 clusters Score -3134057 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -3134131.000000 Penalty: 5000.179199
	Iteration 28Q: 3 clusters Score -3134131 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3134179.000000 Penalty: 5000.179199
	Iteration 29Q: 3 clusters Score -3134179 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -3134213.500000 Penalty: 5000.179199
	Iteration 30Q: 3 clusters Score -3134214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3134247.000000 Penalty: 5000.179199
	Iteration 31Q: 3 clusters Score -3134247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3134273.000000 Penalty: 5000.179199
	Iteration 32Q: 3 clusters Score -3134273 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -3134288.750000 Penalty: 5000.179199
	Iteration 33Q: 3 clusters Score -3134289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -3134308.250000 Penalty: 5000.179199
	Iteration 34Q: 3 clusters Score -3134308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -3134322.250000 Penalty: 5000.179199
	Iteration 35Q: 3 clusters Score -3134322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3134337.500000 Penalty: 5000.179199
	Iteration 36Q: 3 clusters Score -3134338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -3134349.250000 Penalty: 5000.179199
	Iteration 37Q: 3 clusters Score -3134349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3134355.000000 Penalty: 5000.179199
	Iteration 38Q: 3 clusters Score -3134355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3134362.750000 Penalty: 5000.179199
	Iteration 39Q: 3 clusters Score -3134363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -3134405.000000 Penalty: 5000.179199
	Iteration 40F: 3 clusters Score -3134405 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3134449.750000 Penalty: 5000.179199
	Iteration 41Q: 3 clusters Score -3134450 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -3134463.750000 Penalty: 5000.179199
	Iteration 42Q: 3 clusters Score -3134464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -3134492.000000 Penalty: 5000.179199
	Iteration 43Q: 3 clusters Score -3134492 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3134510.000000 Penalty: 5000.179199
	Iteration 44Q: 3 clusters Score -3134510 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -3134541.250000 Penalty: 5000.179199
	Iteration 45Q: 3 clusters Score -3134541 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3134582.500000 Penalty: 5000.179199
	Iteration 46Q: 3 clusters Score -3134582 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -3134612.500000 Penalty: 5000.179199
	Iteration 47Q: 3 clusters Score -3134612 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -3134642.250000 Penalty: 5000.179199
	Iteration 48Q: 3 clusters Score -3134642 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3134663.000000 Penalty: 5000.179199
	Iteration 49Q: 3 clusters Score -3134663 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -3134683.500000 Penalty: 5000.179199
	Iteration 50Q: 3 clusters Score -3134684 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -3134698.250000 Penalty: 5000.179199
	Iteration 51Q: 3 clusters Score -3134698 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -3134722.250000 Penalty: 5000.179199
	Iteration 52Q: 3 clusters Score -3134722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -3134729.750000 Penalty: 5000.179199
	Iteration 53Q: 3 clusters Score -3134730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -3134735.750000 Penalty: 5000.179199
	Iteration 54Q: 3 clusters Score -3134736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -3134738.250000 Penalty: 5000.179199
	Iteration 55Q: 3 clusters Score -3134738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -3134743.000000 Penalty: 5000.179199
	Iteration 56Q: 3 clusters Score -3134743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -3134751.500000 Penalty: 5000.179199
	Iteration 57Q: 3 clusters Score -3134752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3134749.500000 Penalty: 5000.179199
	Iteration 58Q: 3 clusters Score -3134750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -3134749.500000 Penalty: 5000.179199
	Iteration 59Q: 3 clusters Score -3134750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -3134751.000000 Penalty: 5000.179199
	Iteration 60F: 3 clusters Score -3134751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -3134754.750000 Penalty: 5000.179199
	Iteration 61Q: 3 clusters Score -3134755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -3134754.750000 Penalty: 5000.179199
	Iteration 62F: 3 clusters Score -3134755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -53271.753906 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -53271.75 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 269 members 
Entering Unmasked Estep 
Score: -51952.972656 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -51952.97 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52587.003906 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -52587 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52962.722656 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -52962.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -53337.570312 Penalty: 3101.899170
	Iteration 3F: 3 clusters Score -53337.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53699.851562 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -53699.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53815.039062 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -53815.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53955.238281 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -53955.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54025.949219 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -54025.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54032.195312 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -54032.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54037.875000 Penalty: 3101.899170
	Iteration 9F: 3 clusters Score -54037.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54063.250000 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -54063.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54099.230469 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -54099.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54138.906250 Penalty: 3101.899170
	Iteration 12Q: 3 clusters Score -54138.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -54209.023438 Penalty: 3101.899170
	Iteration 13Q: 3 clusters Score -54209.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -54237.269531 Penalty: 3101.899170
	Iteration 14Q: 3 clusters Score -54237.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54274.058594 Penalty: 3101.899170
	Iteration 15Q: 3 clusters Score -54274.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54347.699219 Penalty: 3101.899170
	Iteration 16Q: 3 clusters Score -54347.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54544.343750 Penalty: 3101.899170
	Iteration 17Q: 3 clusters Score -54544.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54554.937500 Penalty: 3101.899170
	Iteration 18Q: 3 clusters Score -54554.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54572.875000 Penalty: 3101.899170
	Iteration 19Q: 3 clusters Score -54572.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54572.875000 Penalty: 3101.899170
	Iteration 20F: 3 clusters Score -54572.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 99340 members 
Mstep: Class 3 contains 17452 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37460 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126895 members 
Mstep: Class 9 contains 5314 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44611 members 
Mstep: Class 12 contains 14341 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23885 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 33410 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3585 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 6902 members 
Mstep: Class 22 contains 17165 members 
Mstep: Class 23 contains 8576 members 
Mstep: Class 24 contains 18613 members 
Mstep: Class 25 contains 381 members 
Mstep: Class 26 contains 2272 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20376 members 
Mstep: Class 29 contains 5166 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 17102 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 193 members 
Entering Unmasked Estep 
Score: -73857984.000000 Penalty: 111890.835938
Splitting cluster 15 changes total score from -73858408.000000 to -73857984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Entering Unmasked Estep 
Score: -278322.000000 Penalty: 1907.417725
	Iteration 0F: 2 clusters Score -278322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -275648.437500 Penalty: 3814.835449
	Iteration 0F: 3 clusters Score -275648.4 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -276118.281250 Penalty: 3814.835449
	Iteration 1F: 3 clusters Score -276118.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -276233.031250 Penalty: 3814.835449
	Iteration 2F: 3 clusters Score -276233 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -276311.875000 Penalty: 3814.835449
	Iteration 3Q: 3 clusters Score -276311.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -276362.843750 Penalty: 3814.835449
	Iteration 4Q: 3 clusters Score -276362.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -276406.406250 Penalty: 3814.835449
	Iteration 5Q: 3 clusters Score -276406.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -276443.062500 Penalty: 3814.835449
	Iteration 6Q: 3 clusters Score -276443.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -276473.406250 Penalty: 3814.835449
	Iteration 7Q: 3 clusters Score -276473.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -276511.093750 Penalty: 3814.835449
	Iteration 8Q: 3 clusters Score -276511.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -276548.718750 Penalty: 3814.835449
	Iteration 9Q: 3 clusters Score -276548.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -276594.312500 Penalty: 3814.835449
	Iteration 10Q: 3 clusters Score -276594.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -276633.718750 Penalty: 3814.835449
	Iteration 11Q: 3 clusters Score -276633.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -276672.468750 Penalty: 3814.835449
	Iteration 12Q: 3 clusters Score -276672.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -276719.187500 Penalty: 3814.835449
	Iteration 13Q: 3 clusters Score -276719.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -276749.875000 Penalty: 3814.835449
	Iteration 14Q: 3 clusters Score -276749.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -276778.687500 Penalty: 3814.835449
	Iteration 15Q: 3 clusters Score -276778.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -276800.875000 Penalty: 3814.835449
	Iteration 16Q: 3 clusters Score -276800.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -276824.187500 Penalty: 3814.835449
	Iteration 17Q: 3 clusters Score -276824.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -276843.781250 Penalty: 3814.835449
	Iteration 18Q: 3 clusters Score -276843.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -276857.750000 Penalty: 3814.835449
	Iteration 19Q: 3 clusters Score -276857.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -276878.781250 Penalty: 3814.835449
	Iteration 20F: 3 clusters Score -276878.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -276903.875000 Penalty: 3814.835449
	Iteration 21Q: 3 clusters Score -276903.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -276919.156250 Penalty: 3814.835449
	Iteration 22Q: 3 clusters Score -276919.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -276931.375000 Penalty: 3814.835449
	Iteration 23Q: 3 clusters Score -276931.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -276940.343750 Penalty: 3814.835449
	Iteration 24Q: 3 clusters Score -276940.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -276950.312500 Penalty: 3814.835449
	Iteration 25Q: 3 clusters Score -276950.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -276960.156250 Penalty: 3814.835449
	Iteration 26Q: 3 clusters Score -276960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -276963.281250 Penalty: 3814.835449
	Iteration 27Q: 3 clusters Score -276963.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -276963.812500 Penalty: 3814.835449
	Iteration 28Q: 3 clusters Score -276963.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -276966.156250 Penalty: 3814.835449
	Iteration 29Q: 3 clusters Score -276966.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -276967.593750 Penalty: 3814.835449
	Iteration 30Q: 3 clusters Score -276967.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -276969.625000 Penalty: 3814.835449
	Iteration 31Q: 3 clusters Score -276969.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -276972.093750 Penalty: 3814.835449
	Iteration 32Q: 3 clusters Score -276972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -276977.687500 Penalty: 3814.835449
	Iteration 33Q: 3 clusters Score -276977.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -276979.468750 Penalty: 3814.835449
	Iteration 34Q: 3 clusters Score -276979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -276980.468750 Penalty: 3814.835449
	Iteration 35Q: 3 clusters Score -276980.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -276980.656250 Penalty: 3814.835449
	Iteration 36Q: 3 clusters Score -276980.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -276981.125000 Penalty: 3814.835449
	Iteration 37Q: 3 clusters Score -276981.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -276981.125000 Penalty: 3814.835449
	Iteration 38F: 3 clusters Score -276981.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Entering Unmasked Estep 
Score: -4385354.500000 Penalty: 2583.319336
	Iteration 0F: 2 clusters Score -4385354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -4362552.000000 Penalty: 5166.638672
	Iteration 0F: 3 clusters Score -4362552 nChanged 15072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -4370587.000000 Penalty: 5166.638672
	Iteration 1F: 3 clusters Score -4370587 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -4371042.000000 Penalty: 5166.638672
	Iteration 2Q: 3 clusters Score -4371042 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -4371461.000000 Penalty: 5166.638672
	Iteration 3Q: 3 clusters Score -4371461 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -4371907.000000 Penalty: 5166.638672
	Iteration 4Q: 3 clusters Score -4371907 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4372425.000000 Penalty: 5166.638672
	Iteration 5Q: 3 clusters Score -4372425 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -4373067.500000 Penalty: 5166.638672
	Iteration 6Q: 3 clusters Score -4373068 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -4373947.500000 Penalty: 5166.638672
	Iteration 7Q: 3 clusters Score -4373948 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -4375124.000000 Penalty: 5166.638672
	Iteration 8F: 3 clusters Score -4375124 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -4376688.500000 Penalty: 5166.638672
	Iteration 9F: 3 clusters Score -4376688 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -4378422.500000 Penalty: 5166.638672
	Iteration 10F: 3 clusters Score -4378422 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -4379878.500000 Penalty: 5166.638672
	Iteration 11Q: 3 clusters Score -4379878 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -4380890.000000 Penalty: 5166.638672
	Iteration 12Q: 3 clusters Score -4380890 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -4381546.500000 Penalty: 5166.638672
	Iteration 13Q: 3 clusters Score -4381546 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -4381981.500000 Penalty: 5166.638672
	Iteration 14Q: 3 clusters Score -4381982 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -4382302.500000 Penalty: 5166.638672
	Iteration 15Q: 3 clusters Score -4382302 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -4382552.500000 Penalty: 5166.638672
	Iteration 16Q: 3 clusters Score -4382552 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -4382736.500000 Penalty: 5166.638672
	Iteration 17Q: 3 clusters Score -4382736 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -4382906.000000 Penalty: 5166.638672
	Iteration 18Q: 3 clusters Score -4382906 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -4383047.500000 Penalty: 5166.638672
	Iteration 19Q: 3 clusters Score -4383048 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -4383132.500000 Penalty: 5166.638672
	Iteration 20F: 3 clusters Score -4383132 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4383193.500000 Penalty: 5166.638672
	Iteration 21Q: 3 clusters Score -4383194 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -4383245.000000 Penalty: 5166.638672
	Iteration 22Q: 3 clusters Score -4383245 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -4383278.500000 Penalty: 5166.638672
	Iteration 23Q: 3 clusters Score -4383278 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -4383312.500000 Penalty: 5166.638672
	Iteration 24Q: 3 clusters Score -4383312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -4383335.500000 Penalty: 5166.638672
	Iteration 25Q: 3 clusters Score -4383336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -4383350.500000 Penalty: 5166.638672
	Iteration 26Q: 3 clusters Score -4383350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -4383360.000000 Penalty: 5166.638672
	Iteration 27Q: 3 clusters Score -4383360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -4383371.000000 Penalty: 5166.638672
	Iteration 28Q: 3 clusters Score -4383371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4383375.000000 Penalty: 5166.638672
	Iteration 29Q: 3 clusters Score -4383375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -4383376.500000 Penalty: 5166.638672
	Iteration 30Q: 3 clusters Score -4383376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -4383376.500000 Penalty: 5166.638672
	Iteration 31Q: 3 clusters Score -4383376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -4383376.000000 Penalty: 5166.638672
	Iteration 32Q: 3 clusters Score -4383376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -4383376.000000 Penalty: 5166.638672
	Iteration 33F: 3 clusters Score -4383376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -60919.109375 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -60919.11 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 274 members 
Entering Unmasked Estep 
Score: -59354.699219 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -59354.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59686.218750 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -59686.22 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59974.273438 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -59974.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60061.824219 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -60061.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60302.042969 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -60302.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60534.191406 Penalty: 3135.992188
	Iteration 5F: 3 clusters Score -60534.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60707.363281 Penalty: 3135.992188
	Iteration 6F: 3 clusters Score -60707.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60891.253906 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -60891.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61058.175781 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -61058.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -61209.992188 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -61209.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61337.449219 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -61337.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61408.835938 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -61408.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61418.003906 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -61418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61418.003906 Penalty: 3135.992188
	Iteration 13F: 3 clusters Score -61418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 99340 members 
Mstep: Class 3 contains 17452 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37460 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126895 members 
Mstep: Class 9 contains 5314 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44611 members 
Mstep: Class 12 contains 14341 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23885 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 33410 members 
Mstep: Class 18 contains 203 members 
Mstep: Class 19 contains 3585 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 6902 members 
Mstep: Class 22 contains 17165 members 
Mstep: Class 23 contains 8576 members 
Mstep: Class 24 contains 18613 members 
Mstep: Class 25 contains 381 members 
Mstep: Class 26 contains 2272 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20376 members 
Mstep: Class 29 contains 5166 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 17102 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 354 members 
Entering Unmasked Estep 
Score: -73857160.000000 Penalty: 111890.835938
Splitting cluster 18 changes total score from -73858408.000000 to -73857160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Entering Unmasked Estep 
Score: -429472.500000 Penalty: 2029.759521
	Iteration 0F: 2 clusters Score -429472.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -425908.875000 Penalty: 4059.519043
	Iteration 0F: 3 clusters Score -425908.9 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -426896.312500 Penalty: 4059.519043
	Iteration 1F: 3 clusters Score -426896.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -427199.156250 Penalty: 4059.519043
	Iteration 2F: 3 clusters Score -427199.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -427431.031250 Penalty: 4059.519043
	Iteration 3F: 3 clusters Score -427431 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -427659.000000 Penalty: 4059.519043
	Iteration 4F: 3 clusters Score -427659 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -427874.375000 Penalty: 4059.519043
	Iteration 5F: 3 clusters Score -427874.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -428137.875000 Penalty: 4059.519043
	Iteration 6F: 3 clusters Score -428137.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -428326.312500 Penalty: 4059.519043
	Iteration 7Q: 3 clusters Score -428326.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -428460.000000 Penalty: 4059.519043
	Iteration 8Q: 3 clusters Score -428460 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -428565.062500 Penalty: 4059.519043
	Iteration 9Q: 3 clusters Score -428565.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -428650.687500 Penalty: 4059.519043
	Iteration 10Q: 3 clusters Score -428650.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -428754.843750 Penalty: 4059.519043
	Iteration 11Q: 3 clusters Score -428754.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -428856.281250 Penalty: 4059.519043
	Iteration 12Q: 3 clusters Score -428856.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -428958.906250 Penalty: 4059.519043
	Iteration 13Q: 3 clusters Score -428958.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -429042.625000 Penalty: 4059.519043
	Iteration 14Q: 3 clusters Score -429042.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -429093.062500 Penalty: 4059.519043
	Iteration 15Q: 3 clusters Score -429093.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -429120.625000 Penalty: 4059.519043
	Iteration 16Q: 3 clusters Score -429120.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -429146.906250 Penalty: 4059.519043
	Iteration 17Q: 3 clusters Score -429146.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -429174.062500 Penalty: 4059.519043
	Iteration 18Q: 3 clusters Score -429174.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -429192.093750 Penalty: 4059.519043
	Iteration 19Q: 3 clusters Score -429192.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -429198.437500 Penalty: 4059.519043
	Iteration 20F: 3 clusters Score -429198.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -429204.281250 Penalty: 4059.519043
	Iteration 21Q: 3 clusters Score -429204.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -429208.250000 Penalty: 4059.519043
	Iteration 22Q: 3 clusters Score -429208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -429209.437500 Penalty: 4059.519043
	Iteration 23Q: 3 clusters Score -429209.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -429209.437500 Penalty: 4059.519043
	Iteration 24F: 3 clusters Score -429209.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Entering Unmasked Estep 
Score: -607470.812500 Penalty: 2092.661377
	Iteration 0F: 2 clusters Score -607470.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -603148.875000 Penalty: 4185.322754
	Iteration 0F: 3 clusters Score -603148.9 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -604116.562500 Penalty: 4185.322754
	Iteration 1F: 3 clusters Score -604116.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -604365.500000 Penalty: 4185.322754
	Iteration 2F: 3 clusters Score -604365.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -604567.437500 Penalty: 4185.322754
	Iteration 3F: 3 clusters Score -604567.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -604767.125000 Penalty: 4185.322754
	Iteration 4Q: 3 clusters Score -604767.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -604959.625000 Penalty: 4185.322754
	Iteration 5Q: 3 clusters Score -604959.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -605127.750000 Penalty: 4185.322754
	Iteration 6Q: 3 clusters Score -605127.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -605264.875000 Penalty: 4185.322754
	Iteration 7Q: 3 clusters Score -605264.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -605363.000000 Penalty: 4185.322754
	Iteration 8Q: 3 clusters Score -605363 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -605439.937500 Penalty: 4185.322754
	Iteration 9Q: 3 clusters Score -605439.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -605519.062500 Penalty: 4185.322754
	Iteration 10Q: 3 clusters Score -605519.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -605587.500000 Penalty: 4185.322754
	Iteration 11Q: 3 clusters Score -605587.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -605639.562500 Penalty: 4185.322754
	Iteration 12Q: 3 clusters Score -605639.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -605674.875000 Penalty: 4185.322754
	Iteration 13Q: 3 clusters Score -605674.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -605706.937500 Penalty: 4185.322754
	Iteration 14Q: 3 clusters Score -605706.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -605734.562500 Penalty: 4185.322754
	Iteration 15Q: 3 clusters Score -605734.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -605758.687500 Penalty: 4185.322754
	Iteration 16Q: 3 clusters Score -605758.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -605776.562500 Penalty: 4185.322754
	Iteration 17Q: 3 clusters Score -605776.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -605786.750000 Penalty: 4185.322754
	Iteration 18Q: 3 clusters Score -605786.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -605796.187500 Penalty: 4185.322754
	Iteration 19Q: 3 clusters Score -605796.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -605803.062500 Penalty: 4185.322754
	Iteration 20F: 3 clusters Score -605803.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -605806.750000 Penalty: 4185.322754
	Iteration 21Q: 3 clusters Score -605806.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -605810.250000 Penalty: 4185.322754
	Iteration 22Q: 3 clusters Score -605810.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -605815.750000 Penalty: 4185.322754
	Iteration 23Q: 3 clusters Score -605815.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -605818.687500 Penalty: 4185.322754
	Iteration 24Q: 3 clusters Score -605818.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -605821.687500 Penalty: 4185.322754
	Iteration 25Q: 3 clusters Score -605821.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -605824.125000 Penalty: 4185.322754
	Iteration 26Q: 3 clusters Score -605824.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -605825.750000 Penalty: 4185.322754
	Iteration 27Q: 3 clusters Score -605825.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -605828.250000 Penalty: 4185.322754
	Iteration 28Q: 3 clusters Score -605828.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -605831.125000 Penalty: 4185.322754
	Iteration 29Q: 3 clusters Score -605831.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -605834.875000 Penalty: 4185.322754
	Iteration 30Q: 3 clusters Score -605834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -605836.437500 Penalty: 4185.322754
	Iteration 31Q: 3 clusters Score -605836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -605835.812500 Penalty: 4185.322754
	Iteration 32Q: 3 clusters Score -605835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -605834.875000 Penalty: 4185.322754
	Iteration 33Q: 3 clusters Score -605834.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -605834.875000 Penalty: 4185.322754
	Iteration 34F: 3 clusters Score -605834.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Entering Unmasked Estep 
Score: -839350.750000 Penalty: 2192.212402
	Iteration 0F: 2 clusters Score -839350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -833632.937500 Penalty: 4384.424805
	Iteration 0F: 3 clusters Score -833632.9 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -835131.562500 Penalty: 4384.424805
	Iteration 1F: 3 clusters Score -835131.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -835420.375000 Penalty: 4384.424805
	Iteration 2F: 3 clusters Score -835420.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -835634.937500 Penalty: 4384.424805
	Iteration 3F: 3 clusters Score -835634.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -835809.937500 Penalty: 4384.424805
	Iteration 4Q: 3 clusters Score -835809.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -835967.375000 Penalty: 4384.424805
	Iteration 5Q: 3 clusters Score -835967.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -836145.250000 Penalty: 4384.424805
	Iteration 6Q: 3 clusters Score -836145.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -836337.375000 Penalty: 4384.424805
	Iteration 7Q: 3 clusters Score -836337.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -836544.812500 Penalty: 4384.424805
	Iteration 8Q: 3 clusters Score -836544.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -836734.375000 Penalty: 4384.424805
	Iteration 9Q: 3 clusters Score -836734.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -836885.125000 Penalty: 4384.424805
	Iteration 10Q: 3 clusters Score -836885.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -837044.187500 Penalty: 4384.424805
	Iteration 11Q: 3 clusters Score -837044.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -837176.937500 Penalty: 4384.424805
	Iteration 12Q: 3 clusters Score -837176.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -837311.375000 Penalty: 4384.424805
	Iteration 13Q: 3 clusters Score -837311.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -837399.500000 Penalty: 4384.424805
	Iteration 14Q: 3 clusters Score -837399.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -837454.875000 Penalty: 4384.424805
	Iteration 15Q: 3 clusters Score -837454.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -837492.125000 Penalty: 4384.424805
	Iteration 16Q: 3 clusters Score -837492.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -837525.125000 Penalty: 4384.424805
	Iteration 17Q: 3 clusters Score -837525.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -837550.812500 Penalty: 4384.424805
	Iteration 18Q: 3 clusters Score -837550.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -837575.625000 Penalty: 4384.424805
	Iteration 19Q: 3 clusters Score -837575.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -837609.437500 Penalty: 4384.424805
	Iteration 20F: 3 clusters Score -837609.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -837640.875000 Penalty: 4384.424805
	Iteration 21Q: 3 clusters Score -837640.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -837668.187500 Penalty: 4384.424805
	Iteration 22Q: 3 clusters Score -837668.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -837691.812500 Penalty: 4384.424805
	Iteration 23Q: 3 clusters Score -837691.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -837712.812500 Penalty: 4384.424805
	Iteration 24Q: 3 clusters Score -837712.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -837730.500000 Penalty: 4384.424805
	Iteration 25Q: 3 clusters Score -837730.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -837737.937500 Penalty: 4384.424805
	Iteration 26Q: 3 clusters Score -837737.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -837745.875000 Penalty: 4384.424805
	Iteration 27Q: 3 clusters Score -837745.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -837758.312500 Penalty: 4384.424805
	Iteration 28Q: 3 clusters Score -837758.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -837769.687500 Penalty: 4384.424805
	Iteration 29Q: 3 clusters Score -837769.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -837785.062500 Penalty: 4384.424805
	Iteration 30Q: 3 clusters Score -837785.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -837798.625000 Penalty: 4384.424805
	Iteration 31Q: 3 clusters Score -837798.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -837815.375000 Penalty: 4384.424805
	Iteration 32Q: 3 clusters Score -837815.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -837826.250000 Penalty: 4384.424805
	Iteration 33Q: 3 clusters Score -837826.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -837838.625000 Penalty: 4384.424805
	Iteration 34Q: 3 clusters Score -837838.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -837849.750000 Penalty: 4384.424805
	Iteration 35Q: 3 clusters Score -837849.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -837862.500000 Penalty: 4384.424805
	Iteration 36Q: 3 clusters Score -837862.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -837879.125000 Penalty: 4384.424805
	Iteration 37Q: 3 clusters Score -837879.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -837902.875000 Penalty: 4384.424805
	Iteration 38Q: 3 clusters Score -837902.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -837913.812500 Penalty: 4384.424805
	Iteration 39Q: 3 clusters Score -837913.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -837923.937500 Penalty: 4384.424805
	Iteration 40F: 3 clusters Score -837923.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -837936.875000 Penalty: 4384.424805
	Iteration 41Q: 3 clusters Score -837936.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -837948.812500 Penalty: 4384.424805
	Iteration 42Q: 3 clusters Score -837948.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -837952.250000 Penalty: 4384.424805
	Iteration 43Q: 3 clusters Score -837952.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -837955.750000 Penalty: 4384.424805
	Iteration 44Q: 3 clusters Score -837955.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -837959.687500 Penalty: 4384.424805
	Iteration 45Q: 3 clusters Score -837959.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -837962.625000 Penalty: 4384.424805
	Iteration 46Q: 3 clusters Score -837962.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -837963.687500 Penalty: 4384.424805
	Iteration 47Q: 3 clusters Score -837963.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -837966.375000 Penalty: 4384.424805
	Iteration 48Q: 3 clusters Score -837966.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -837966.875000 Penalty: 4384.424805
	Iteration 49Q: 3 clusters Score -837966.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -837966.875000 Penalty: 4384.424805
	Iteration 50F: 3 clusters Score -837966.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Entering Unmasked Estep 
Score: -2239397.000000 Penalty: 2418.155518
	Iteration 0F: 2 clusters Score -2239397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2227143.750000 Penalty: 4836.311035
	Iteration 0F: 3 clusters Score -2227144 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2231142.750000 Penalty: 4836.311035
	Iteration 1F: 3 clusters Score -2231143 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2231529.000000 Penalty: 4836.311035
	Iteration 2F: 3 clusters Score -2231529 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2231834.500000 Penalty: 4836.311035
	Iteration 3Q: 3 clusters Score -2231834 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2232072.250000 Penalty: 4836.311035
	Iteration 4Q: 3 clusters Score -2232072 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2232287.000000 Penalty: 4836.311035
	Iteration 5Q: 3 clusters Score -2232287 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2232454.500000 Penalty: 4836.311035
	Iteration 6Q: 3 clusters Score -2232454 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2232622.750000 Penalty: 4836.311035
	Iteration 7Q: 3 clusters Score -2232623 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2232796.250000 Penalty: 4836.311035
	Iteration 8Q: 3 clusters Score -2232796 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2233002.500000 Penalty: 4836.311035
	Iteration 9Q: 3 clusters Score -2233002 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2233242.500000 Penalty: 4836.311035
	Iteration 10Q: 3 clusters Score -2233242 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2233575.250000 Penalty: 4836.311035
	Iteration 11Q: 3 clusters Score -2233575 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2233957.000000 Penalty: 4836.311035
	Iteration 12Q: 3 clusters Score -2233957 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2234442.750000 Penalty: 4836.311035
	Iteration 13Q: 3 clusters Score -2234443 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2234978.750000 Penalty: 4836.311035
	Iteration 14Q: 3 clusters Score -2234979 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2235467.250000 Penalty: 4836.311035
	Iteration 15Q: 3 clusters Score -2235467 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2235868.000000 Penalty: 4836.311035
	Iteration 16Q: 3 clusters Score -2235868 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2236193.500000 Penalty: 4836.311035
	Iteration 17Q: 3 clusters Score -2236194 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2236461.750000 Penalty: 4836.311035
	Iteration 18Q: 3 clusters Score -2236462 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2236668.500000 Penalty: 4836.311035
	Iteration 19Q: 3 clusters Score -2236668 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2236819.500000 Penalty: 4836.311035
	Iteration 20F: 3 clusters Score -2236820 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2236954.500000 Penalty: 4836.311035
	Iteration 21Q: 3 clusters Score -2236954 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2237054.250000 Penalty: 4836.311035
	Iteration 22Q: 3 clusters Score -2237054 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2237119.750000 Penalty: 4836.311035
	Iteration 23Q: 3 clusters Score -2237120 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2237158.000000 Penalty: 4836.311035
	Iteration 24Q: 3 clusters Score -2237158 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2237210.000000 Penalty: 4836.311035
	Iteration 25Q: 3 clusters Score -2237210 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2237255.000000 Penalty: 4836.311035
	Iteration 26Q: 3 clusters Score -2237255 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2237301.250000 Penalty: 4836.311035
	Iteration 27Q: 3 clusters Score -2237301 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2237331.750000 Penalty: 4836.311035
	Iteration 28Q: 3 clusters Score -2237332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2237358.500000 Penalty: 4836.311035
	Iteration 29Q: 3 clusters Score -2237358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2237383.750000 Penalty: 4836.311035
	Iteration 30Q: 3 clusters Score -2237384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2237394.000000 Penalty: 4836.311035
	Iteration 31Q: 3 clusters Score -2237394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2237412.750000 Penalty: 4836.311035
	Iteration 32Q: 3 clusters Score -2237413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2237422.750000 Penalty: 4836.311035
	Iteration 33Q: 3 clusters Score -2237423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2237441.500000 Penalty: 4836.311035
	Iteration 34Q: 3 clusters Score -2237442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2237449.750000 Penalty: 4836.311035
	Iteration 35Q: 3 clusters Score -2237450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2237459.250000 Penalty: 4836.311035
	Iteration 36Q: 3 clusters Score -2237459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2237459.250000 Penalty: 4836.311035
	Iteration 37Q: 3 clusters Score -2237459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2237462.000000 Penalty: 4836.311035
	Iteration 38Q: 3 clusters Score -2237462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2237464.500000 Penalty: 4836.311035
	Iteration 39Q: 3 clusters Score -2237464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2237473.500000 Penalty: 4836.311035
	Iteration 40F: 3 clusters Score -2237474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2237476.000000 Penalty: 4836.311035
	Iteration 41Q: 3 clusters Score -2237476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2237478.750000 Penalty: 4836.311035
	Iteration 42Q: 3 clusters Score -2237479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2237483.750000 Penalty: 4836.311035
	Iteration 43Q: 3 clusters Score -2237484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2237488.500000 Penalty: 4836.311035
	Iteration 44Q: 3 clusters Score -2237488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2237492.750000 Penalty: 4836.311035
	Iteration 45Q: 3 clusters Score -2237493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2237495.750000 Penalty: 4836.311035
	Iteration 46Q: 3 clusters Score -2237496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2237497.000000 Penalty: 4836.311035
	Iteration 47Q: 3 clusters Score -2237497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2237499.750000 Penalty: 4836.311035
	Iteration 48Q: 3 clusters Score -2237500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2237498.750000 Penalty: 4836.311035
	Iteration 49Q: 3 clusters Score -2237499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2237501.500000 Penalty: 4836.311035
	Iteration 50Q: 3 clusters Score -2237502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2237500.500000 Penalty: 4836.311035
	Iteration 51Q: 3 clusters Score -2237500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2237499.500000 Penalty: 4836.311035
	Iteration 52Q: 3 clusters Score -2237500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2237500.000000 Penalty: 4836.311035
	Iteration 53Q: 3 clusters Score -2237500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2237500.000000 Penalty: 4836.311035
	Iteration 54F: 3 clusters Score -2237500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Entering Unmasked Estep 
Score: -1095356.875000 Penalty: 2246.067139
	Iteration 0F: 2 clusters Score -1095357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1088562.750000 Penalty: 4492.134277
	Iteration 0F: 3 clusters Score -1088563 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1090465.500000 Penalty: 4492.134277
	Iteration 1F: 3 clusters Score -1090466 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1090785.500000 Penalty: 4492.134277
	Iteration 2F: 3 clusters Score -1090786 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1091026.125000 Penalty: 4492.134277
	Iteration 3F: 3 clusters Score -1091026 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1091223.500000 Penalty: 4492.134277
	Iteration 4Q: 3 clusters Score -1091224 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1091407.250000 Penalty: 4492.134277
	Iteration 5Q: 3 clusters Score -1091407 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1091576.125000 Penalty: 4492.134277
	Iteration 6Q: 3 clusters Score -1091576 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1091762.625000 Penalty: 4492.134277
	Iteration 7Q: 3 clusters Score -1091763 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1091933.500000 Penalty: 4492.134277
	Iteration 8Q: 3 clusters Score -1091934 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1092112.250000 Penalty: 4492.134277
	Iteration 9Q: 3 clusters Score -1092112 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1092256.000000 Penalty: 4492.134277
	Iteration 10Q: 3 clusters Score -1092256 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1092385.500000 Penalty: 4492.134277
	Iteration 11Q: 3 clusters Score -1092386 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1092522.000000 Penalty: 4492.134277
	Iteration 12Q: 3 clusters Score -1092522 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1092636.375000 Penalty: 4492.134277
	Iteration 13Q: 3 clusters Score -1092636 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1092740.125000 Penalty: 4492.134277
	Iteration 14Q: 3 clusters Score -1092740 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1092838.750000 Penalty: 4492.134277
	Iteration 15Q: 3 clusters Score -1092839 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1092907.625000 Penalty: 4492.134277
	Iteration 16Q: 3 clusters Score -1092908 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1092967.250000 Penalty: 4492.134277
	Iteration 17Q: 3 clusters Score -1092967 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1093022.625000 Penalty: 4492.134277
	Iteration 18Q: 3 clusters Score -1093023 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1093084.625000 Penalty: 4492.134277
	Iteration 19Q: 3 clusters Score -1093085 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1093134.250000 Penalty: 4492.134277
	Iteration 20F: 3 clusters Score -1093134 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1093186.750000 Penalty: 4492.134277
	Iteration 21Q: 3 clusters Score -1093187 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1093228.375000 Penalty: 4492.134277
	Iteration 22Q: 3 clusters Score -1093228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1093264.625000 Penalty: 4492.134277
	Iteration 23Q: 3 clusters Score -1093265 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1093293.125000 Penalty: 4492.134277
	Iteration 24Q: 3 clusters Score -1093293 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1093321.875000 Penalty: 4492.134277
	Iteration 25Q: 3 clusters Score -1093322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1093355.750000 Penalty: 4492.134277
	Iteration 26Q: 3 clusters Score -1093356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1093391.250000 Penalty: 4492.134277
	Iteration 27Q: 3 clusters Score -1093391 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1093424.375000 Penalty: 4492.134277
	Iteration 28Q: 3 clusters Score -1093424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1093451.250000 Penalty: 4492.134277
	Iteration 29Q: 3 clusters Score -1093451 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1093473.875000 Penalty: 4492.134277
	Iteration 30Q: 3 clusters Score -1093474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1093506.000000 Penalty: 4492.134277
	Iteration 31Q: 3 clusters Score -1093506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1093534.750000 Penalty: 4492.134277
	Iteration 32Q: 3 clusters Score -1093535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1093562.375000 Penalty: 4492.134277
	Iteration 33Q: 3 clusters Score -1093562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1093592.000000 Penalty: 4492.134277
	Iteration 34Q: 3 clusters Score -1093592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1093616.250000 Penalty: 4492.134277
	Iteration 35Q: 3 clusters Score -1093616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1093627.250000 Penalty: 4492.134277
	Iteration 36Q: 3 clusters Score -1093627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1093636.125000 Penalty: 4492.134277
	Iteration 37Q: 3 clusters Score -1093636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1093647.500000 Penalty: 4492.134277
	Iteration 38Q: 3 clusters Score -1093648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1093656.750000 Penalty: 4492.134277
	Iteration 39Q: 3 clusters Score -1093657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1093661.250000 Penalty: 4492.134277
	Iteration 40F: 3 clusters Score -1093661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1093665.625000 Penalty: 4492.134277
	Iteration 41Q: 3 clusters Score -1093666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1093670.875000 Penalty: 4492.134277
	Iteration 42Q: 3 clusters Score -1093671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1093676.000000 Penalty: 4492.134277
	Iteration 43Q: 3 clusters Score -1093676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1093684.125000 Penalty: 4492.134277
	Iteration 44Q: 3 clusters Score -1093684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1093693.750000 Penalty: 4492.134277
	Iteration 45Q: 3 clusters Score -1093694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1093700.625000 Penalty: 4492.134277
	Iteration 46Q: 3 clusters Score -1093701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1093703.875000 Penalty: 4492.134277
	Iteration 47Q: 3 clusters Score -1093704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1093708.500000 Penalty: 4492.134277
	Iteration 48Q: 3 clusters Score -1093708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1093714.000000 Penalty: 4492.134277
	Iteration 49Q: 3 clusters Score -1093714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1093714.750000 Penalty: 4492.134277
	Iteration 50Q: 3 clusters Score -1093715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1093715.625000 Penalty: 4492.134277
	Iteration 51Q: 3 clusters Score -1093716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1093717.625000 Penalty: 4492.134277
	Iteration 52Q: 3 clusters Score -1093718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1093717.125000 Penalty: 4492.134277
	Iteration 53Q: 3 clusters Score -1093717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1093721.000000 Penalty: 4492.134277
	Iteration 54Q: 3 clusters Score -1093721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1093721.875000 Penalty: 4492.134277
	Iteration 55Q: 3 clusters Score -1093722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1093721.875000 Penalty: 4492.134277
	Iteration 56F: 3 clusters Score -1093722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Entering Unmasked Estep 
Score: -2406340.500000 Penalty: 2438.240723
	Iteration 0F: 2 clusters Score -2406340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2393166.750000 Penalty: 4876.481445
	Iteration 0F: 3 clusters Score -2393167 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2397366.750000 Penalty: 4876.481445
	Iteration 1F: 3 clusters Score -2397367 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2397931.000000 Penalty: 4876.481445
	Iteration 2F: 3 clusters Score -2397931 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2398700.750000 Penalty: 4876.481445
	Iteration 3F: 3 clusters Score -2398701 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2399586.250000 Penalty: 4876.481445
	Iteration 4F: 3 clusters Score -2399586 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2400482.750000 Penalty: 4876.481445
	Iteration 5F: 3 clusters Score -2400483 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2401321.500000 Penalty: 4876.481445
	Iteration 6F: 3 clusters Score -2401322 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2402090.000000 Penalty: 4876.481445
	Iteration 7F: 3 clusters Score -2402090 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2402737.000000 Penalty: 4876.481445
	Iteration 8F: 3 clusters Score -2402737 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2403224.250000 Penalty: 4876.481445
	Iteration 9Q: 3 clusters Score -2403224 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2403634.250000 Penalty: 4876.481445
	Iteration 10Q: 3 clusters Score -2403634 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2404013.000000 Penalty: 4876.481445
	Iteration 11Q: 3 clusters Score -2404013 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2404378.000000 Penalty: 4876.481445
	Iteration 12Q: 3 clusters Score -2404378 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2404754.250000 Penalty: 4876.481445
	Iteration 13Q: 3 clusters Score -2404754 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2405128.000000 Penalty: 4876.481445
	Iteration 14Q: 3 clusters Score -2405128 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2405442.250000 Penalty: 4876.481445
	Iteration 15Q: 3 clusters Score -2405442 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2405675.250000 Penalty: 4876.481445
	Iteration 16Q: 3 clusters Score -2405675 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2405784.250000 Penalty: 4876.481445
	Iteration 17Q: 3 clusters Score -2405784 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2405866.750000 Penalty: 4876.481445
	Iteration 18Q: 3 clusters Score -2405867 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2405907.250000 Penalty: 4876.481445
	Iteration 19Q: 3 clusters Score -2405907 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2405936.250000 Penalty: 4876.481445
	Iteration 20F: 3 clusters Score -2405936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2405950.250000 Penalty: 4876.481445
	Iteration 21Q: 3 clusters Score -2405950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2405963.250000 Penalty: 4876.481445
	Iteration 22Q: 3 clusters Score -2405963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2405973.000000 Penalty: 4876.481445
	Iteration 23Q: 3 clusters Score -2405973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2405980.500000 Penalty: 4876.481445
	Iteration 24Q: 3 clusters Score -2405980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2405981.500000 Penalty: 4876.481445
	Iteration 25Q: 3 clusters Score -2405982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2405993.750000 Penalty: 4876.481445
	Iteration 26Q: 3 clusters Score -2405994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2406000.250000 Penalty: 4876.481445
	Iteration 27Q: 3 clusters Score -2406000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2406002.250000 Penalty: 4876.481445
	Iteration 28Q: 3 clusters Score -2406002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2406007.750000 Penalty: 4876.481445
	Iteration 29Q: 3 clusters Score -2406008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2406009.750000 Penalty: 4876.481445
	Iteration 30Q: 3 clusters Score -2406010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2406006.000000 Penalty: 4876.481445
	Iteration 31Q: 3 clusters Score -2406006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2406009.250000 Penalty: 4876.481445
	Iteration 32Q: 3 clusters Score -2406009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2406007.000000 Penalty: 4876.481445
	Iteration 33Q: 3 clusters Score -2406007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2406011.750000 Penalty: 4876.481445
	Iteration 34Q: 3 clusters Score -2406012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2406010.500000 Penalty: 4876.481445
	Iteration 35Q: 3 clusters Score -2406010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2406010.500000 Penalty: 4876.481445
	Iteration 36F: 3 clusters Score -2406010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -41138.281250 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -41138.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39767.101562 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -39767.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40041.242188 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -40041.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -40157.859375 Penalty: 2947.628662
	Iteration 2F: 3 clusters Score -40157.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40194.210938 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -40194.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40219.347656 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -40219.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40233.250000 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -40233.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40242.398438 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -40242.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40247.890625 Penalty: 2947.628662
	Iteration 7Q: 3 clusters Score -40247.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40247.890625 Penalty: 2947.628662
	Iteration 8F: 3 clusters Score -40247.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -298562.968750 Penalty: 1916.647217
	Iteration 0F: 2 clusters Score -298563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -295743.968750 Penalty: 3833.294434
	Iteration 0F: 3 clusters Score -295744 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -296246.750000 Penalty: 3833.294434
	Iteration 1F: 3 clusters Score -296246.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -296379.218750 Penalty: 3833.294434
	Iteration 2F: 3 clusters Score -296379.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -296442.125000 Penalty: 3833.294434
	Iteration 3Q: 3 clusters Score -296442.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -296490.125000 Penalty: 3833.294434
	Iteration 4Q: 3 clusters Score -296490.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -296520.281250 Penalty: 3833.294434
	Iteration 5Q: 3 clusters Score -296520.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -296542.781250 Penalty: 3833.294434
	Iteration 6Q: 3 clusters Score -296542.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -296559.593750 Penalty: 3833.294434
	Iteration 7Q: 3 clusters Score -296559.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -296580.156250 Penalty: 3833.294434
	Iteration 8Q: 3 clusters Score -296580.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -296596.656250 Penalty: 3833.294434
	Iteration 9Q: 3 clusters Score -296596.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -296614.750000 Penalty: 3833.294434
	Iteration 10Q: 3 clusters Score -296614.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -296629.843750 Penalty: 3833.294434
	Iteration 11Q: 3 clusters Score -296629.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -296636.531250 Penalty: 3833.294434
	Iteration 12Q: 3 clusters Score -296636.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -296643.406250 Penalty: 3833.294434
	Iteration 13Q: 3 clusters Score -296643.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -296659.062500 Penalty: 3833.294434
	Iteration 14Q: 3 clusters Score -296659.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -296673.843750 Penalty: 3833.294434
	Iteration 15Q: 3 clusters Score -296673.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -296687.406250 Penalty: 3833.294434
	Iteration 16Q: 3 clusters Score -296687.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -296699.468750 Penalty: 3833.294434
	Iteration 17Q: 3 clusters Score -296699.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -296714.250000 Penalty: 3833.294434
	Iteration 18Q: 3 clusters Score -296714.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -296733.312500 Penalty: 3833.294434
	Iteration 19Q: 3 clusters Score -296733.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -296750.968750 Penalty: 3833.294434
	Iteration 20F: 3 clusters Score -296751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -296777.156250 Penalty: 3833.294434
	Iteration 21Q: 3 clusters Score -296777.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -296818.250000 Penalty: 3833.294434
	Iteration 22Q: 3 clusters Score -296818.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -296855.843750 Penalty: 3833.294434
	Iteration 23Q: 3 clusters Score -296855.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -296915.625000 Penalty: 3833.294434
	Iteration 24Q: 3 clusters Score -296915.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -297001.687500 Penalty: 3833.294434
	Iteration 25Q: 3 clusters Score -297001.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -297143.593750 Penalty: 3833.294434
	Iteration 26Q: 3 clusters Score -297143.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -297346.187500 Penalty: 3833.294434
	Iteration 27Q: 3 clusters Score -297346.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -297527.656250 Penalty: 3833.294434
	Iteration 28Q: 3 clusters Score -297527.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -297713.968750 Penalty: 3833.294434
	Iteration 29Q: 3 clusters Score -297714 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -297864.625000 Penalty: 3833.294434
	Iteration 30Q: 3 clusters Score -297864.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -297956.656250 Penalty: 3833.294434
	Iteration 31Q: 3 clusters Score -297956.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -298031.406250 Penalty: 3833.294434
	Iteration 32Q: 3 clusters Score -298031.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -298075.687500 Penalty: 3833.294434
	Iteration 33Q: 3 clusters Score -298075.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -298088.031250 Penalty: 3833.294434
	Iteration 34Q: 3 clusters Score -298088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -298090.125000 Penalty: 3833.294434
	Iteration 35Q: 3 clusters Score -298090.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -298093.218750 Penalty: 3833.294434
	Iteration 36Q: 3 clusters Score -298093.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -298097.062500 Penalty: 3833.294434
	Iteration 37F: 3 clusters Score -298097.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -298100.406250 Penalty: 3833.294434
	Iteration 38Q: 3 clusters Score -298100.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -298101.375000 Penalty: 3833.294434
	Iteration 39Q: 3 clusters Score -298101.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -298101.375000 Penalty: 3833.294434
	Iteration 40F: 3 clusters Score -298101.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -111057.703125 Penalty: 1705.057617
	Iteration 0F: 2 clusters Score -111057.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -109262.093750 Penalty: 3410.115234
	Iteration 0F: 3 clusters Score -109262.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -109971.070312 Penalty: 3410.115234
	Iteration 1F: 3 clusters Score -109971.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -110712.500000 Penalty: 3410.115234
	Iteration 2F: 3 clusters Score -110712.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -111331.101562 Penalty: 3410.115234
	Iteration 3F: 3 clusters Score -111331.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -111709.351562 Penalty: 3410.115234
	Iteration 4F: 3 clusters Score -111709.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -112140.906250 Penalty: 3410.115234
	Iteration 5Q: 3 clusters Score -112140.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -112339.289062 Penalty: 3410.115234
	Iteration 6Q: 3 clusters Score -112339.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -112372.921875 Penalty: 3410.115234
	Iteration 7Q: 3 clusters Score -112372.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -112399.054688 Penalty: 3410.115234
	Iteration 8Q: 3 clusters Score -112399.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -112413.648438 Penalty: 3410.115234
	Iteration 9Q: 3 clusters Score -112413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -112432.851562 Penalty: 3410.115234
	Iteration 10Q: 3 clusters Score -112432.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -112474.781250 Penalty: 3410.115234
	Iteration 11Q: 3 clusters Score -112474.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -112512.117188 Penalty: 3410.115234
	Iteration 12Q: 3 clusters Score -112512.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -112545.671875 Penalty: 3410.115234
	Iteration 13Q: 3 clusters Score -112545.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -112575.484375 Penalty: 3410.115234
	Iteration 14Q: 3 clusters Score -112575.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -112603.726562 Penalty: 3410.115234
	Iteration 15Q: 3 clusters Score -112603.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -112635.000000 Penalty: 3410.115234
	Iteration 16Q: 3 clusters Score -112635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -112641.476562 Penalty: 3410.115234
	Iteration 17Q: 3 clusters Score -112641.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -112645.859375 Penalty: 3410.115234
	Iteration 18Q: 3 clusters Score -112645.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -112645.859375 Penalty: 3410.115234
	Iteration 19F: 3 clusters Score -112645.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 99340 members 
Mstep: Class 3 contains 17452 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37460 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126895 members 
Mstep: Class 9 contains 5314 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44611 members 
Mstep: Class 12 contains 14341 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23885 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 33410 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3585 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 6902 members 
Mstep: Class 22 contains 17165 members 
Mstep: Class 23 contains 8576 members 
Mstep: Class 24 contains 18613 members 
Mstep: Class 25 contains 381 members 
Mstep: Class 26 contains 2272 members 
Mstep: Class 27 contains 252 members 
Mstep: Class 28 contains 20376 members 
Mstep: Class 29 contains 5166 members 
Mstep: Class 30 contains 1346 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 17102 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 716 members 
Entering Unmasked Estep 
Score: -73858296.000000 Penalty: 111890.835938
Splitting cluster 27 changes total score from -73858408.000000 to -73858296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (20376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Entering Unmasked Estep 
Score: -2641069.000000 Penalty: 2460.684082
	Iteration 0F: 2 clusters Score -2641069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2626864.000000 Penalty: 4921.368164
	Iteration 0F: 3 clusters Score -2626864 nChanged 8937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2631609.500000 Penalty: 4921.368164
	Iteration 1F: 3 clusters Score -2631610 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2632032.250000 Penalty: 4921.368164
	Iteration 2F: 3 clusters Score -2632032 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2632467.500000 Penalty: 4921.368164
	Iteration 3Q: 3 clusters Score -2632468 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2632986.000000 Penalty: 4921.368164
	Iteration 4F: 3 clusters Score -2632986 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2633557.250000 Penalty: 4921.368164
	Iteration 5F: 3 clusters Score -2633557 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2634180.250000 Penalty: 4921.368164
	Iteration 6F: 3 clusters Score -2634180 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2634870.000000 Penalty: 4921.368164
	Iteration 7F: 3 clusters Score -2634870 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2635629.250000 Penalty: 4921.368164
	Iteration 8F: 3 clusters Score -2635629 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2636385.500000 Penalty: 4921.368164
	Iteration 9F: 3 clusters Score -2636386 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2637081.000000 Penalty: 4921.368164
	Iteration 10Q: 3 clusters Score -2637081 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2637554.250000 Penalty: 4921.368164
	Iteration 11Q: 3 clusters Score -2637554 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2637890.750000 Penalty: 4921.368164
	Iteration 12Q: 3 clusters Score -2637891 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2638106.000000 Penalty: 4921.368164
	Iteration 13Q: 3 clusters Score -2638106 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2638264.250000 Penalty: 4921.368164
	Iteration 14Q: 3 clusters Score -2638264 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2638390.250000 Penalty: 4921.368164
	Iteration 15Q: 3 clusters Score -2638390 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2638485.750000 Penalty: 4921.368164
	Iteration 16Q: 3 clusters Score -2638486 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2638624.500000 Penalty: 4921.368164
	Iteration 17Q: 3 clusters Score -2638624 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2638745.500000 Penalty: 4921.368164
	Iteration 18Q: 3 clusters Score -2638746 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2638901.000000 Penalty: 4921.368164
	Iteration 19Q: 3 clusters Score -2638901 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2639028.500000 Penalty: 4921.368164
	Iteration 20F: 3 clusters Score -2639028 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2639150.750000 Penalty: 4921.368164
	Iteration 21Q: 3 clusters Score -2639151 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2639230.750000 Penalty: 4921.368164
	Iteration 22Q: 3 clusters Score -2639231 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2639264.250000 Penalty: 4921.368164
	Iteration 23Q: 3 clusters Score -2639264 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2639294.000000 Penalty: 4921.368164
	Iteration 24Q: 3 clusters Score -2639294 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2639310.750000 Penalty: 4921.368164
	Iteration 25Q: 3 clusters Score -2639311 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2639321.750000 Penalty: 4921.368164
	Iteration 26Q: 3 clusters Score -2639322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2639346.250000 Penalty: 4921.368164
	Iteration 27Q: 3 clusters Score -2639346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2639347.000000 Penalty: 4921.368164
	Iteration 28Q: 3 clusters Score -2639347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2639358.500000 Penalty: 4921.368164
	Iteration 29Q: 3 clusters Score -2639358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2639373.000000 Penalty: 4921.368164
	Iteration 30Q: 3 clusters Score -2639373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2639369.500000 Penalty: 4921.368164
	Iteration 31Q: 3 clusters Score -2639370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2639375.750000 Penalty: 4921.368164
	Iteration 32Q: 3 clusters Score -2639376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2639373.500000 Penalty: 4921.368164
	Iteration 33Q: 3 clusters Score -2639374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2639373.000000 Penalty: 4921.368164
	Iteration 34Q: 3 clusters Score -2639373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2639377.000000 Penalty: 4921.368164
	Iteration 35Q: 3 clusters Score -2639377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2639376.250000 Penalty: 4921.368164
	Iteration 36Q: 3 clusters Score -2639376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2639376.500000 Penalty: 4921.368164
	Iteration 37Q: 3 clusters Score -2639376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2639376.750000 Penalty: 4921.368164
	Iteration 38Q: 3 clusters Score -2639377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2639376.750000 Penalty: 4921.368164
	Iteration 39F: 3 clusters Score -2639377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Entering Unmasked Estep 
Score: -668774.375000 Penalty: 2120.363770
	Iteration 0F: 2 clusters Score -668774.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -664098.250000 Penalty: 4240.727539
	Iteration 0F: 3 clusters Score -664098.2 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -665186.062500 Penalty: 4240.727539
	Iteration 1F: 3 clusters Score -665186.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -665386.937500 Penalty: 4240.727539
	Iteration 2F: 3 clusters Score -665386.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -665529.375000 Penalty: 4240.727539
	Iteration 3F: 3 clusters Score -665529.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -665610.625000 Penalty: 4240.727539
	Iteration 4Q: 3 clusters Score -665610.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -665678.625000 Penalty: 4240.727539
	Iteration 5Q: 3 clusters Score -665678.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -665733.000000 Penalty: 4240.727539
	Iteration 6Q: 3 clusters Score -665733 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -665773.562500 Penalty: 4240.727539
	Iteration 7Q: 3 clusters Score -665773.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -665817.250000 Penalty: 4240.727539
	Iteration 8Q: 3 clusters Score -665817.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -665861.437500 Penalty: 4240.727539
	Iteration 9Q: 3 clusters Score -665861.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -665901.000000 Penalty: 4240.727539
	Iteration 10Q: 3 clusters Score -665901 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -665940.375000 Penalty: 4240.727539
	Iteration 11Q: 3 clusters Score -665940.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -665976.562500 Penalty: 4240.727539
	Iteration 12Q: 3 clusters Score -665976.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -666009.500000 Penalty: 4240.727539
	Iteration 13Q: 3 clusters Score -666009.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -666052.437500 Penalty: 4240.727539
	Iteration 14Q: 3 clusters Score -666052.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -666095.625000 Penalty: 4240.727539
	Iteration 15Q: 3 clusters Score -666095.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -666151.062500 Penalty: 4240.727539
	Iteration 16Q: 3 clusters Score -666151.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -666213.937500 Penalty: 4240.727539
	Iteration 17Q: 3 clusters Score -666213.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -666260.500000 Penalty: 4240.727539
	Iteration 18Q: 3 clusters Score -666260.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -666309.625000 Penalty: 4240.727539
	Iteration 19Q: 3 clusters Score -666309.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -666359.187500 Penalty: 4240.727539
	Iteration 20F: 3 clusters Score -666359.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -666409.937500 Penalty: 4240.727539
	Iteration 21Q: 3 clusters Score -666409.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -666459.375000 Penalty: 4240.727539
	Iteration 22Q: 3 clusters Score -666459.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -666507.750000 Penalty: 4240.727539
	Iteration 23Q: 3 clusters Score -666507.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -666562.187500 Penalty: 4240.727539
	Iteration 24Q: 3 clusters Score -666562.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -666614.812500 Penalty: 4240.727539
	Iteration 25Q: 3 clusters Score -666614.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -666664.312500 Penalty: 4240.727539
	Iteration 26Q: 3 clusters Score -666664.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -666710.187500 Penalty: 4240.727539
	Iteration 27Q: 3 clusters Score -666710.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -666751.937500 Penalty: 4240.727539
	Iteration 28Q: 3 clusters Score -666751.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -666784.500000 Penalty: 4240.727539
	Iteration 29Q: 3 clusters Score -666784.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -666823.500000 Penalty: 4240.727539
	Iteration 30Q: 3 clusters Score -666823.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -666853.687500 Penalty: 4240.727539
	Iteration 31Q: 3 clusters Score -666853.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -666879.375000 Penalty: 4240.727539
	Iteration 32Q: 3 clusters Score -666879.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -666900.125000 Penalty: 4240.727539
	Iteration 33Q: 3 clusters Score -666900.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -666916.875000 Penalty: 4240.727539
	Iteration 34Q: 3 clusters Score -666916.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -666927.812500 Penalty: 4240.727539
	Iteration 35Q: 3 clusters Score -666927.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -666938.562500 Penalty: 4240.727539
	Iteration 36Q: 3 clusters Score -666938.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -666953.687500 Penalty: 4240.727539
	Iteration 37Q: 3 clusters Score -666953.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -666964.125000 Penalty: 4240.727539
	Iteration 38Q: 3 clusters Score -666964.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -666976.312500 Penalty: 4240.727539
	Iteration 39Q: 3 clusters Score -666976.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -666986.437500 Penalty: 4240.727539
	Iteration 40F: 3 clusters Score -666986.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -666992.062500 Penalty: 4240.727539
	Iteration 41Q: 3 clusters Score -666992.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -666996.312500 Penalty: 4240.727539
	Iteration 42Q: 3 clusters Score -666996.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -667007.312500 Penalty: 4240.727539
	Iteration 43Q: 3 clusters Score -667007.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -667013.250000 Penalty: 4240.727539
	Iteration 44Q: 3 clusters Score -667013.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -667017.625000 Penalty: 4240.727539
	Iteration 45Q: 3 clusters Score -667017.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -667020.250000 Penalty: 4240.727539
	Iteration 46Q: 3 clusters Score -667020.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -667023.750000 Penalty: 4240.727539
	Iteration 47Q: 3 clusters Score -667023.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -667027.500000 Penalty: 4240.727539
	Iteration 48Q: 3 clusters Score -667027.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -667028.187500 Penalty: 4240.727539
	Iteration 49Q: 3 clusters Score -667028.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -667032.125000 Penalty: 4240.727539
	Iteration 50Q: 3 clusters Score -667032.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -667033.875000 Penalty: 4240.727539
	Iteration 51Q: 3 clusters Score -667033.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -667034.437500 Penalty: 4240.727539
	Iteration 52Q: 3 clusters Score -667034.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -667034.437500 Penalty: 4240.727539
	Iteration 53F: 3 clusters Score -667034.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Entering Unmasked Estep 
Score: -157816.875000 Penalty: 1786.813354
	Iteration 0F: 2 clusters Score -157816.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -155762.546875 Penalty: 3573.626709
	Iteration 0F: 3 clusters Score -155762.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -156485.843750 Penalty: 3573.626709
	Iteration 1F: 3 clusters Score -156485.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -157109.828125 Penalty: 3573.626709
	Iteration 2F: 3 clusters Score -157109.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -157500.750000 Penalty: 3573.626709
	Iteration 3F: 3 clusters Score -157500.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -157871.812500 Penalty: 3573.626709
	Iteration 4F: 3 clusters Score -157871.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -158581.343750 Penalty: 3573.626709
	Iteration 5F: 3 clusters Score -158581.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -159266.046875 Penalty: 3573.626709
	Iteration 6Q: 3 clusters Score -159266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -159362.828125 Penalty: 3573.626709
	Iteration 7Q: 3 clusters Score -159362.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -159437.390625 Penalty: 3573.626709
	Iteration 8Q: 3 clusters Score -159437.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -159488.828125 Penalty: 3573.626709
	Iteration 9Q: 3 clusters Score -159488.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -159521.156250 Penalty: 3573.626709
	Iteration 10Q: 3 clusters Score -159521.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -159700.046875 Penalty: 3573.626709
	Iteration 11Q: 3 clusters Score -159700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -160000.968750 Penalty: 3573.626709
	Iteration 12Q: 3 clusters Score -160001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -160010.328125 Penalty: 3573.626709
	Iteration 13Q: 3 clusters Score -160010.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -160010.328125 Penalty: 3573.626709
	Iteration 14F: 3 clusters Score -160010.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 99340 members 
Mstep: Class 3 contains 17452 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37460 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126895 members 
Mstep: Class 9 contains 5314 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44611 members 
Mstep: Class 12 contains 14341 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23885 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 33410 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3585 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 6902 members 
Mstep: Class 22 contains 17165 members 
Mstep: Class 23 contains 8576 members 
Mstep: Class 24 contains 18613 members 
Mstep: Class 25 contains 381 members 
Mstep: Class 26 contains 2272 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20376 members 
Mstep: Class 29 contains 5166 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 17102 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 624 members 
Entering Unmasked Estep 
Score: -73859008.000000 Penalty: 111890.835938
Splitting cluster 30 changes total score from -73858408.000000 to -73859008.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 31 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -334292.562500 Penalty: 1962.825195
	Iteration 0F: 2 clusters Score -334292.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -331230.156250 Penalty: 3925.650391
	Iteration 0F: 3 clusters Score -331230.2 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -331955.375000 Penalty: 3925.650391
	Iteration 1F: 3 clusters Score -331955.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -332196.343750 Penalty: 3925.650391
	Iteration 2F: 3 clusters Score -332196.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -332357.500000 Penalty: 3925.650391
	Iteration 3F: 3 clusters Score -332357.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -332474.562500 Penalty: 3925.650391
	Iteration 4Q: 3 clusters Score -332474.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -332590.281250 Penalty: 3925.650391
	Iteration 5Q: 3 clusters Score -332590.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -332708.843750 Penalty: 3925.650391
	Iteration 6Q: 3 clusters Score -332708.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -332808.562500 Penalty: 3925.650391
	Iteration 7Q: 3 clusters Score -332808.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -332915.562500 Penalty: 3925.650391
	Iteration 8Q: 3 clusters Score -332915.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -332999.687500 Penalty: 3925.650391
	Iteration 9Q: 3 clusters Score -332999.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -333071.156250 Penalty: 3925.650391
	Iteration 10Q: 3 clusters Score -333071.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -333124.281250 Penalty: 3925.650391
	Iteration 11Q: 3 clusters Score -333124.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -333172.031250 Penalty: 3925.650391
	Iteration 12Q: 3 clusters Score -333172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -333209.562500 Penalty: 3925.650391
	Iteration 13Q: 3 clusters Score -333209.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -333243.375000 Penalty: 3925.650391
	Iteration 14Q: 3 clusters Score -333243.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -333261.531250 Penalty: 3925.650391
	Iteration 15Q: 3 clusters Score -333261.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -333286.812500 Penalty: 3925.650391
	Iteration 16Q: 3 clusters Score -333286.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -333310.968750 Penalty: 3925.650391
	Iteration 17Q: 3 clusters Score -333311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -333327.718750 Penalty: 3925.650391
	Iteration 18Q: 3 clusters Score -333327.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -333344.687500 Penalty: 3925.650391
	Iteration 19Q: 3 clusters Score -333344.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -333362.781250 Penalty: 3925.650391
	Iteration 20F: 3 clusters Score -333362.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -333377.031250 Penalty: 3925.650391
	Iteration 21Q: 3 clusters Score -333377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -333392.406250 Penalty: 3925.650391
	Iteration 22Q: 3 clusters Score -333392.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -333404.468750 Penalty: 3925.650391
	Iteration 23Q: 3 clusters Score -333404.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -333421.843750 Penalty: 3925.650391
	Iteration 24Q: 3 clusters Score -333421.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -333442.687500 Penalty: 3925.650391
	Iteration 25Q: 3 clusters Score -333442.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -333465.812500 Penalty: 3925.650391
	Iteration 26Q: 3 clusters Score -333465.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -333481.781250 Penalty: 3925.650391
	Iteration 27Q: 3 clusters Score -333481.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -333502.312500 Penalty: 3925.650391
	Iteration 28Q: 3 clusters Score -333502.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -333520.625000 Penalty: 3925.650391
	Iteration 29Q: 3 clusters Score -333520.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -333535.218750 Penalty: 3925.650391
	Iteration 30Q: 3 clusters Score -333535.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -333544.687500 Penalty: 3925.650391
	Iteration 31Q: 3 clusters Score -333544.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -333552.218750 Penalty: 3925.650391
	Iteration 32Q: 3 clusters Score -333552.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -333563.468750 Penalty: 3925.650391
	Iteration 33Q: 3 clusters Score -333563.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -333574.593750 Penalty: 3925.650391
	Iteration 34Q: 3 clusters Score -333574.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -333585.406250 Penalty: 3925.650391
	Iteration 35Q: 3 clusters Score -333585.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -333598.906250 Penalty: 3925.650391
	Iteration 36Q: 3 clusters Score -333598.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -333607.062500 Penalty: 3925.650391
	Iteration 37Q: 3 clusters Score -333607.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -333616.125000 Penalty: 3925.650391
	Iteration 38Q: 3 clusters Score -333616.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -333623.312500 Penalty: 3925.650391
	Iteration 39Q: 3 clusters Score -333623.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -333624.437500 Penalty: 3925.650391
	Iteration 40F: 3 clusters Score -333624.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -333626.468750 Penalty: 3925.650391
	Iteration 41Q: 3 clusters Score -333626.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -333626.906250 Penalty: 3925.650391
	Iteration 42Q: 3 clusters Score -333626.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -333627.906250 Penalty: 3925.650391
	Iteration 43Q: 3 clusters Score -333627.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -333627.906250 Penalty: 3925.650391
	Iteration 44F: 3 clusters Score -333627.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Entering Unmasked Estep 
Score: -2098544.500000 Penalty: 2417.243896
	Iteration 0F: 2 clusters Score -2098544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2086219.125000 Penalty: 4834.487793
	Iteration 0F: 3 clusters Score -2086219 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2090285.625000 Penalty: 4834.487793
	Iteration 1F: 3 clusters Score -2090286 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2090721.875000 Penalty: 4834.487793
	Iteration 2F: 3 clusters Score -2090722 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2091121.250000 Penalty: 4834.487793
	Iteration 3F: 3 clusters Score -2091121 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2091562.500000 Penalty: 4834.487793
	Iteration 4Q: 3 clusters Score -2091562 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2092131.375000 Penalty: 4834.487793
	Iteration 5F: 3 clusters Score -2092131 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2092797.000000 Penalty: 4834.487793
	Iteration 6F: 3 clusters Score -2092797 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2093504.250000 Penalty: 4834.487793
	Iteration 7F: 3 clusters Score -2093504 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2094239.750000 Penalty: 4834.487793
	Iteration 8F: 3 clusters Score -2094240 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2094963.375000 Penalty: 4834.487793
	Iteration 9F: 3 clusters Score -2094963 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2095572.500000 Penalty: 4834.487793
	Iteration 10Q: 3 clusters Score -2095572 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2095994.125000 Penalty: 4834.487793
	Iteration 11Q: 3 clusters Score -2095994 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2096255.000000 Penalty: 4834.487793
	Iteration 12Q: 3 clusters Score -2096255 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2096408.875000 Penalty: 4834.487793
	Iteration 13Q: 3 clusters Score -2096409 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2096515.125000 Penalty: 4834.487793
	Iteration 14Q: 3 clusters Score -2096515 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2096579.375000 Penalty: 4834.487793
	Iteration 15Q: 3 clusters Score -2096579 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2096623.000000 Penalty: 4834.487793
	Iteration 16Q: 3 clusters Score -2096623 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2096647.875000 Penalty: 4834.487793
	Iteration 17Q: 3 clusters Score -2096648 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2096671.625000 Penalty: 4834.487793
	Iteration 18Q: 3 clusters Score -2096672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2096688.875000 Penalty: 4834.487793
	Iteration 19Q: 3 clusters Score -2096689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2096699.375000 Penalty: 4834.487793
	Iteration 20F: 3 clusters Score -2096699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2096705.875000 Penalty: 4834.487793
	Iteration 21Q: 3 clusters Score -2096706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2096719.625000 Penalty: 4834.487793
	Iteration 22Q: 3 clusters Score -2096720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2096739.375000 Penalty: 4834.487793
	Iteration 23Q: 3 clusters Score -2096739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2096746.750000 Penalty: 4834.487793
	Iteration 24Q: 3 clusters Score -2096747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2096751.625000 Penalty: 4834.487793
	Iteration 25Q: 3 clusters Score -2096752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2096762.500000 Penalty: 4834.487793
	Iteration 26Q: 3 clusters Score -2096762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2096769.000000 Penalty: 4834.487793
	Iteration 27Q: 3 clusters Score -2096769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2096777.000000 Penalty: 4834.487793
	Iteration 28Q: 3 clusters Score -2096777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2096795.000000 Penalty: 4834.487793
	Iteration 29Q: 3 clusters Score -2096795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2096806.625000 Penalty: 4834.487793
	Iteration 30Q: 3 clusters Score -2096807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2096822.000000 Penalty: 4834.487793
	Iteration 31Q: 3 clusters Score -2096822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2096842.250000 Penalty: 4834.487793
	Iteration 32Q: 3 clusters Score -2096842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2096868.500000 Penalty: 4834.487793
	Iteration 33Q: 3 clusters Score -2096868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2096888.375000 Penalty: 4834.487793
	Iteration 34Q: 3 clusters Score -2096888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2096903.875000 Penalty: 4834.487793
	Iteration 35Q: 3 clusters Score -2096904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2096922.250000 Penalty: 4834.487793
	Iteration 36Q: 3 clusters Score -2096922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2096936.000000 Penalty: 4834.487793
	Iteration 37Q: 3 clusters Score -2096936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2096952.750000 Penalty: 4834.487793
	Iteration 38Q: 3 clusters Score -2096953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2096965.000000 Penalty: 4834.487793
	Iteration 39Q: 3 clusters Score -2096965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2096970.500000 Penalty: 4834.487793
	Iteration 40F: 3 clusters Score -2096970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2096976.375000 Penalty: 4834.487793
	Iteration 41Q: 3 clusters Score -2096976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2096983.625000 Penalty: 4834.487793
	Iteration 42Q: 3 clusters Score -2096984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2096987.500000 Penalty: 4834.487793
	Iteration 43Q: 3 clusters Score -2096988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2096993.375000 Penalty: 4834.487793
	Iteration 44Q: 3 clusters Score -2096993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2096995.375000 Penalty: 4834.487793
	Iteration 45Q: 3 clusters Score -2096995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2096996.125000 Penalty: 4834.487793
	Iteration 46Q: 3 clusters Score -2096996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2096997.750000 Penalty: 4834.487793
	Iteration 47Q: 3 clusters Score -2096998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2096998.875000 Penalty: 4834.487793
	Iteration 48Q: 3 clusters Score -2096999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2096998.000000 Penalty: 4834.487793
	Iteration 49Q: 3 clusters Score -2096998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2096999.000000 Penalty: 4834.487793
	Iteration 50Q: 3 clusters Score -2096999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2096999.000000 Penalty: 4834.487793
	Iteration 51F: 3 clusters Score -2096999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -244966.812500 Penalty: 1867.026245
	Iteration 0F: 2 clusters Score -244966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -242437.281250 Penalty: 3734.052490
	Iteration 0F: 3 clusters Score -242437.3 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -242904.953125 Penalty: 3734.052490
	Iteration 1F: 3 clusters Score -242905 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -243013.500000 Penalty: 3734.052490
	Iteration 2F: 3 clusters Score -243013.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -243069.375000 Penalty: 3734.052490
	Iteration 3Q: 3 clusters Score -243069.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -243100.734375 Penalty: 3734.052490
	Iteration 4Q: 3 clusters Score -243100.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -243120.031250 Penalty: 3734.052490
	Iteration 5Q: 3 clusters Score -243120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -243143.218750 Penalty: 3734.052490
	Iteration 6Q: 3 clusters Score -243143.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -243153.625000 Penalty: 3734.052490
	Iteration 7Q: 3 clusters Score -243153.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -243159.406250 Penalty: 3734.052490
	Iteration 8Q: 3 clusters Score -243159.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -243167.046875 Penalty: 3734.052490
	Iteration 9Q: 3 clusters Score -243167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -243175.437500 Penalty: 3734.052490
	Iteration 10Q: 3 clusters Score -243175.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -243177.734375 Penalty: 3734.052490
	Iteration 11Q: 3 clusters Score -243177.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -243180.546875 Penalty: 3734.052490
	Iteration 12Q: 3 clusters Score -243180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -243181.359375 Penalty: 3734.052490
	Iteration 13Q: 3 clusters Score -243181.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -243182.796875 Penalty: 3734.052490
	Iteration 14Q: 3 clusters Score -243182.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -243184.093750 Penalty: 3734.052490
	Iteration 15Q: 3 clusters Score -243184.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -243184.687500 Penalty: 3734.052490
	Iteration 16Q: 3 clusters Score -243184.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -243185.390625 Penalty: 3734.052490
	Iteration 17Q: 3 clusters Score -243185.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -243185.390625 Penalty: 3734.052490
	Iteration 18F: 3 clusters Score -243185.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 99340 members 
Mstep: Class 3 contains 17452 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37460 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126895 members 
Mstep: Class 9 contains 5314 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44611 members 
Mstep: Class 12 contains 14341 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23885 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 33410 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 3585 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 6902 members 
Mstep: Class 22 contains 17165 members 
Mstep: Class 23 contains 8576 members 
Mstep: Class 24 contains 18613 members 
Mstep: Class 25 contains 381 members 
Mstep: Class 26 contains 2272 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20376 members 
Mstep: Class 29 contains 5166 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 17102 members 
Mstep: Class 33 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859136.000000 Penalty: 111890.835938
Iteration 79Q: 35 clusters Score -7.385914e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 99340 members 
Mstep: Class 3 contains 17451 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37461 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126896 members 
Mstep: Class 9 contains 5314 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44612 members 
Mstep: Class 12 contains 14341 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23871 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 33410 members 
Mstep: Class 18 contains 558 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 6933 members 
Mstep: Class 22 contains 17206 members 
Mstep: Class 23 contains 8576 members 
Mstep: Class 24 contains 18612 members 
Mstep: Class 25 contains 382 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20359 members 
Mstep: Class 29 contains 5166 members 
Mstep: Class 30 contains 721 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 17069 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859240.000000 Penalty: 111890.835938
Iteration 80F: 35 clusters Score -7.385924e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 99342 members 
Mstep: Class 3 contains 17447 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37455 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126887 members 
Mstep: Class 9 contains 5314 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44614 members 
Mstep: Class 12 contains 14341 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23860 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 33409 members 
Mstep: Class 18 contains 546 members 
Mstep: Class 19 contains 3586 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 6953 members 
Mstep: Class 22 contains 17247 members 
Mstep: Class 23 contains 8579 members 
Mstep: Class 24 contains 18612 members 
Mstep: Class 25 contains 384 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20352 members 
Mstep: Class 29 contains 5166 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 17037 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859360.000000 Penalty: 111890.835938
Iteration 81Q: 35 clusters Score -7.385936e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 99344 members 
Mstep: Class 3 contains 17445 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37456 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126885 members 
Mstep: Class 9 contains 5314 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44614 members 
Mstep: Class 12 contains 14342 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23849 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33407 members 
Mstep: Class 18 contains 534 members 
Mstep: Class 19 contains 3592 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 6969 members 
Mstep: Class 22 contains 17292 members 
Mstep: Class 23 contains 8579 members 
Mstep: Class 24 contains 18610 members 
Mstep: Class 25 contains 385 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20344 members 
Mstep: Class 29 contains 5166 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16998 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859472.000000 Penalty: 111890.835938
Iteration 82Q: 35 clusters Score -7.385947e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 99347 members 
Mstep: Class 3 contains 17443 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37450 members 
Mstep: Class 6 contains 4092 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126887 members 
Mstep: Class 9 contains 5314 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44614 members 
Mstep: Class 12 contains 14343 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23839 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33404 members 
Mstep: Class 18 contains 527 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 6985 members 
Mstep: Class 22 contains 17326 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18609 members 
Mstep: Class 25 contains 386 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20340 members 
Mstep: Class 29 contains 5166 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16969 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859504.000000 Penalty: 111890.835938
Iteration 83Q: 35 clusters Score -7.38595e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 99348 members 
Mstep: Class 3 contains 17441 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37447 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126888 members 
Mstep: Class 9 contains 5313 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14344 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23831 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33403 members 
Mstep: Class 18 contains 523 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 6997 members 
Mstep: Class 22 contains 17362 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18607 members 
Mstep: Class 25 contains 386 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20337 members 
Mstep: Class 29 contains 5166 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16939 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859448.000000 Penalty: 111890.835938
Iteration 84Q: 35 clusters Score -7.385945e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 99348 members 
Mstep: Class 3 contains 17440 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37445 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126885 members 
Mstep: Class 9 contains 5313 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23822 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33402 members 
Mstep: Class 18 contains 522 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 7008 members 
Mstep: Class 22 contains 17397 members 
Mstep: Class 23 contains 8581 members 
Mstep: Class 24 contains 18607 members 
Mstep: Class 25 contains 387 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20334 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16916 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859400.000000 Penalty: 111890.835938
Iteration 85Q: 35 clusters Score -7.38594e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17440 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37445 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126882 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23819 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 521 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 7014 members 
Mstep: Class 22 contains 17416 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18607 members 
Mstep: Class 25 contains 387 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20334 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16899 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859408.000000 Penalty: 111890.835938
Iteration 86Q: 35 clusters Score -7.385941e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17440 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37440 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126880 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23815 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 3589 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 7017 members 
Mstep: Class 22 contains 17441 members 
Mstep: Class 23 contains 8586 members 
Mstep: Class 24 contains 18607 members 
Mstep: Class 25 contains 387 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20335 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16883 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859368.000000 Penalty: 111890.835938
Iteration 87Q: 35 clusters Score -7.385937e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17440 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37440 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126878 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23814 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 519 members 
Mstep: Class 19 contains 3587 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 7022 members 
Mstep: Class 22 contains 17464 members 
Mstep: Class 23 contains 8587 members 
Mstep: Class 24 contains 18607 members 
Mstep: Class 25 contains 387 members 
Mstep: Class 26 contains 2270 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20335 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16861 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859344.000000 Penalty: 111890.835938
Iteration 88Q: 35 clusters Score -7.385934e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17440 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37439 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126877 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23810 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 518 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 7023 members 
Mstep: Class 22 contains 17478 members 
Mstep: Class 23 contains 8585 members 
Mstep: Class 24 contains 18606 members 
Mstep: Class 25 contains 387 members 
Mstep: Class 26 contains 2270 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20335 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16853 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859344.000000 Penalty: 111890.835938
Iteration 89Q: 35 clusters Score -7.385934e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17440 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37437 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126875 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23805 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 517 members 
Mstep: Class 19 contains 3596 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 7025 members 
Mstep: Class 22 contains 17496 members 
Mstep: Class 23 contains 8585 members 
Mstep: Class 24 contains 18605 members 
Mstep: Class 25 contains 387 members 
Mstep: Class 26 contains 2270 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20335 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16839 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859304.000000 Penalty: 111890.835938
Iteration 90Q: 35 clusters Score -7.38593e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17440 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126877 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23803 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3596 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 7033 members 
Mstep: Class 22 contains 17510 members 
Mstep: Class 23 contains 8585 members 
Mstep: Class 24 contains 18604 members 
Mstep: Class 25 contains 387 members 
Mstep: Class 26 contains 2269 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20332 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16825 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859296.000000 Penalty: 111890.835938
Iteration 91Q: 35 clusters Score -7.38593e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17440 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37437 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126877 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23799 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 17519 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18602 members 
Mstep: Class 25 contains 387 members 
Mstep: Class 26 contains 2269 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20330 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16822 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859376.000000 Penalty: 111890.835938
Iteration 92Q: 35 clusters Score -7.385938e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17440 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37434 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126875 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23799 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3598 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 7039 members 
Mstep: Class 22 contains 17534 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18601 members 
Mstep: Class 25 contains 387 members 
Mstep: Class 26 contains 2269 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20330 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16811 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859440.000000 Penalty: 111890.835938
Iteration 93Q: 35 clusters Score -7.385944e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17440 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37433 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126882 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23797 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 7045 members 
Mstep: Class 22 contains 17542 members 
Mstep: Class 23 contains 8581 members 
Mstep: Class 24 contains 18600 members 
Mstep: Class 25 contains 387 members 
Mstep: Class 26 contains 2269 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20327 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16803 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859392.000000 Penalty: 111890.835938
Iteration 94Q: 35 clusters Score -7.385939e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17440 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37434 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126880 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23796 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 7050 members 
Mstep: Class 22 contains 17556 members 
Mstep: Class 23 contains 8581 members 
Mstep: Class 24 contains 18599 members 
Mstep: Class 25 contains 387 members 
Mstep: Class 26 contains 2269 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20321 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16794 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859352.000000 Penalty: 111890.835938
Iteration 95Q: 35 clusters Score -7.385935e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17440 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126883 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23795 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 7053 members 
Mstep: Class 22 contains 17566 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18598 members 
Mstep: Class 25 contains 388 members 
Mstep: Class 26 contains 2269 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20321 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16781 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859368.000000 Penalty: 111890.835938
Iteration 96Q: 35 clusters Score -7.385937e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17440 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126884 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 763 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23795 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 7058 members 
Mstep: Class 22 contains 17578 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18598 members 
Mstep: Class 25 contains 387 members 
Mstep: Class 26 contains 2268 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20319 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16769 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859472.000000 Penalty: 111890.835938
Iteration 97Q: 35 clusters Score -7.385947e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17439 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126885 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23793 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 7065 members 
Mstep: Class 22 contains 17591 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18598 members 
Mstep: Class 25 contains 387 members 
Mstep: Class 26 contains 2269 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20319 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16749 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859504.000000 Penalty: 111890.835938
Iteration 98Q: 35 clusters Score -7.38595e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17438 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126881 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23788 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3601 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 7070 members 
Mstep: Class 22 contains 17604 members 
Mstep: Class 23 contains 8582 members 
Mstep: Class 24 contains 18597 members 
Mstep: Class 25 contains 388 members 
Mstep: Class 26 contains 2269 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20317 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16744 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859496.000000 Penalty: 111890.835938
Iteration 99Q: 35 clusters Score -7.38595e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17438 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37436 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126882 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23787 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3601 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 7079 members 
Mstep: Class 22 contains 17617 members 
Mstep: Class 23 contains 8581 members 
Mstep: Class 24 contains 18597 members 
Mstep: Class 25 contains 388 members 
Mstep: Class 26 contains 2268 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20315 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 722 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16727 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859472.000000 Penalty: 111890.835938
Iteration 100F: 35 clusters Score -7.385947e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17437 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126881 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23784 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3602 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 7089 members 
Mstep: Class 22 contains 17632 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18597 members 
Mstep: Class 25 contains 388 members 
Mstep: Class 26 contains 2268 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20310 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16712 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859504.000000 Penalty: 111890.835938
Iteration 101Q: 35 clusters Score -7.38595e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17437 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37436 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126879 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23783 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3603 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 7093 members 
Mstep: Class 22 contains 17641 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18596 members 
Mstep: Class 25 contains 388 members 
Mstep: Class 26 contains 2269 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20308 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16703 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859536.000000 Penalty: 111890.835938
Iteration 102Q: 35 clusters Score -7.385954e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17437 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37436 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126879 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23782 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 7095 members 
Mstep: Class 22 contains 17648 members 
Mstep: Class 23 contains 8582 members 
Mstep: Class 24 contains 18595 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20307 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16694 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859528.000000 Penalty: 111890.835938
Iteration 103Q: 35 clusters Score -7.385953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17437 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37438 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126879 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23782 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 7101 members 
Mstep: Class 22 contains 17656 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18595 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20305 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16680 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859536.000000 Penalty: 111890.835938
Iteration 104Q: 35 clusters Score -7.385954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17437 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37437 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126880 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23781 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 7103 members 
Mstep: Class 22 contains 17661 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20304 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16676 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859528.000000 Penalty: 111890.835938
Iteration 105Q: 35 clusters Score -7.385953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17437 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37438 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126881 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23781 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 7104 members 
Mstep: Class 22 contains 17666 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20304 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16670 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859536.000000 Penalty: 111890.835938
Iteration 106Q: 35 clusters Score -7.385954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17437 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37440 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126883 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23780 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 7103 members 
Mstep: Class 22 contains 17667 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20304 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16670 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859528.000000 Penalty: 111890.835938
Iteration 107Q: 35 clusters Score -7.385953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 17436 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37441 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126884 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23779 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3603 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 7103 members 
Mstep: Class 22 contains 17669 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2272 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16670 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859520.000000 Penalty: 111890.835938
Iteration 108Q: 35 clusters Score -7.385952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99348 members 
Mstep: Class 3 contains 17436 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37440 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126884 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44615 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23779 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3603 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 7103 members 
Mstep: Class 22 contains 17671 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16672 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859504.000000 Penalty: 111890.835938
Iteration 109Q: 35 clusters Score -7.38595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99348 members 
Mstep: Class 3 contains 17435 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37439 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126883 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44616 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23778 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 4620 members 
Mstep: Class 21 contains 7104 members 
Mstep: Class 22 contains 17674 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2270 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16671 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859480.000000 Penalty: 111890.835938
Iteration 110Q: 35 clusters Score -7.385948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99347 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37439 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 126882 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44618 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23777 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 7105 members 
Mstep: Class 22 contains 17675 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2272 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16670 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859488.000000 Penalty: 111890.835938
Iteration 111Q: 35 clusters Score -7.385949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37438 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126882 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23777 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7105 members 
Mstep: Class 22 contains 17679 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2273 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16667 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859504.000000 Penalty: 111890.835938
Iteration 112Q: 35 clusters Score -7.38595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37437 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126880 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23775 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7106 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2275 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16668 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859512.000000 Penalty: 111890.835938
Iteration 113Q: 35 clusters Score -7.385951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37437 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126880 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16668 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859504.000000 Penalty: 111890.835938
Iteration 114Q: 35 clusters Score -7.38595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37437 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126879 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16669 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859480.000000 Penalty: 111890.835938
Iteration 115Q: 35 clusters Score -7.385948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37437 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126879 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16669 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859480.000000 Penalty: 111890.835938
Iteration 116F: 35 clusters Score -7.385948e+07 nChanged 0
Entering ConstructFrom: 
Score: -73859480.000000 Penalty: 111890.835938
Entering ConstructFrom: 
Trying to split cluster 1 (26495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Entering Unmasked Estep 
Score: -3538106.500000 Penalty: 2525.808350
	Iteration 0F: 2 clusters Score -3538106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3519790.500000 Penalty: 5051.616699
	Iteration 0F: 3 clusters Score -3519790 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3526226.250000 Penalty: 5051.616699
	Iteration 1F: 3 clusters Score -3526226 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -3526766.250000 Penalty: 5051.616699
	Iteration 2Q: 3 clusters Score -3526766 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3527386.750000 Penalty: 5051.616699
	Iteration 3F: 3 clusters Score -3527387 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -3528173.000000 Penalty: 5051.616699
	Iteration 4F: 3 clusters Score -3528173 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -3529273.750000 Penalty: 5051.616699
	Iteration 5F: 3 clusters Score -3529274 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -3530703.750000 Penalty: 5051.616699
	Iteration 6F: 3 clusters Score -3530704 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -3532236.000000 Penalty: 5051.616699
	Iteration 7F: 3 clusters Score -3532236 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -3533544.000000 Penalty: 5051.616699
	Iteration 8F: 3 clusters Score -3533544 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -3534477.250000 Penalty: 5051.616699
	Iteration 9Q: 3 clusters Score -3534477 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -3535072.750000 Penalty: 5051.616699
	Iteration 10Q: 3 clusters Score -3535073 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3535484.500000 Penalty: 5051.616699
	Iteration 11Q: 3 clusters Score -3535484 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -3535777.750000 Penalty: 5051.616699
	Iteration 12Q: 3 clusters Score -3535778 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3535960.250000 Penalty: 5051.616699
	Iteration 13Q: 3 clusters Score -3535960 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3536094.750000 Penalty: 5051.616699
	Iteration 14Q: 3 clusters Score -3536095 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3536187.000000 Penalty: 5051.616699
	Iteration 15Q: 3 clusters Score -3536187 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3536240.500000 Penalty: 5051.616699
	Iteration 16Q: 3 clusters Score -3536240 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -3536286.750000 Penalty: 5051.616699
	Iteration 17Q: 3 clusters Score -3536287 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -3536325.000000 Penalty: 5051.616699
	Iteration 18Q: 3 clusters Score -3536325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3536354.000000 Penalty: 5051.616699
	Iteration 19Q: 3 clusters Score -3536354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -3536377.000000 Penalty: 5051.616699
	Iteration 20F: 3 clusters Score -3536377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -3536385.500000 Penalty: 5051.616699
	Iteration 21Q: 3 clusters Score -3536386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -3536406.500000 Penalty: 5051.616699
	Iteration 22Q: 3 clusters Score -3536406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3536418.000000 Penalty: 5051.616699
	Iteration 23Q: 3 clusters Score -3536418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3536427.750000 Penalty: 5051.616699
	Iteration 24Q: 3 clusters Score -3536428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -3536448.000000 Penalty: 5051.616699
	Iteration 25Q: 3 clusters Score -3536448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -3536461.750000 Penalty: 5051.616699
	Iteration 26Q: 3 clusters Score -3536462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -3536462.500000 Penalty: 5051.616699
	Iteration 27Q: 3 clusters Score -3536462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3536469.250000 Penalty: 5051.616699
	Iteration 28Q: 3 clusters Score -3536469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3536473.500000 Penalty: 5051.616699
	Iteration 29Q: 3 clusters Score -3536474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -3536481.250000 Penalty: 5051.616699
	Iteration 30Q: 3 clusters Score -3536481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -3536486.000000 Penalty: 5051.616699
	Iteration 31Q: 3 clusters Score -3536486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3536495.750000 Penalty: 5051.616699
	Iteration 32Q: 3 clusters Score -3536496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3536501.000000 Penalty: 5051.616699
	Iteration 33Q: 3 clusters Score -3536501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -3536499.250000 Penalty: 5051.616699
	Iteration 34Q: 3 clusters Score -3536499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3536499.750000 Penalty: 5051.616699
	Iteration 35Q: 3 clusters Score -3536500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3536505.500000 Penalty: 5051.616699
	Iteration 36Q: 3 clusters Score -3536506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -3536512.250000 Penalty: 5051.616699
	Iteration 37Q: 3 clusters Score -3536512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3536519.500000 Penalty: 5051.616699
	Iteration 38Q: 3 clusters Score -3536520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3536522.750000 Penalty: 5051.616699
	Iteration 39Q: 3 clusters Score -3536523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3536531.500000 Penalty: 5051.616699
	Iteration 40F: 3 clusters Score -3536532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -3536532.250000 Penalty: 5051.616699
	Iteration 41Q: 3 clusters Score -3536532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3536539.000000 Penalty: 5051.616699
	Iteration 42Q: 3 clusters Score -3536539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -3536536.000000 Penalty: 5051.616699
	Iteration 43Q: 3 clusters Score -3536536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3536538.000000 Penalty: 5051.616699
	Iteration 44Q: 3 clusters Score -3536538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3536537.250000 Penalty: 5051.616699
	Iteration 45Q: 3 clusters Score -3536537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3536537.250000 Penalty: 5051.616699
	Iteration 46F: 3 clusters Score -3536537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99345 members 
Entering Unmasked Estep 
Score: -13053345.000000 Penalty: 2853.575928
	Iteration 0F: 2 clusters Score -1.305334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -12986944.000000 Penalty: 5707.151855
	Iteration 0F: 3 clusters Score -1.298694e+07 nChanged 47267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -13013607.000000 Penalty: 5707.151855
	Iteration 1F: 3 clusters Score -1.301361e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -13014277.000000 Penalty: 5707.151855
	Iteration 2Q: 3 clusters Score -1.301428e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -13015340.000000 Penalty: 5707.151855
	Iteration 3Q: 3 clusters Score -1.301534e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -13016952.000000 Penalty: 5707.151855
	Iteration 4Q: 3 clusters Score -1.301695e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -13019888.000000 Penalty: 5707.151855
	Iteration 5F: 3 clusters Score -1.301989e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 67182 members 
Entering Unmasked Estep 
Score: -13024609.000000 Penalty: 5707.151855
	Iteration 6F: 3 clusters Score -1.302461e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 74073 members 
Entering Unmasked Estep 
Score: -13030940.000000 Penalty: 5707.151855
	Iteration 7F: 3 clusters Score -1.303094e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -13037272.000000 Penalty: 5707.151855
	Iteration 8F: 3 clusters Score -1.303727e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 86576 members 
Entering Unmasked Estep 
Score: -13042331.000000 Penalty: 5707.151855
	Iteration 9F: 3 clusters Score -1.304233e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 90620 members 
Entering Unmasked Estep 
Score: -13045663.000000 Penalty: 5707.151855
	Iteration 10Q: 3 clusters Score -1.304566e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 93494 members 
Entering Unmasked Estep 
Score: -13047748.000000 Penalty: 5707.151855
	Iteration 11Q: 3 clusters Score -1.304775e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 95405 members 
Entering Unmasked Estep 
Score: -13049136.000000 Penalty: 5707.151855
	Iteration 12Q: 3 clusters Score -1.304914e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 96615 members 
Entering Unmasked Estep 
Score: -13049872.000000 Penalty: 5707.151855
	Iteration 13Q: 3 clusters Score -1.304987e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 97343 members 
Entering Unmasked Estep 
Score: -13050321.000000 Penalty: 5707.151855
	Iteration 14Q: 3 clusters Score -1.305032e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 97803 members 
Entering Unmasked Estep 
Score: -13050554.000000 Penalty: 5707.151855
	Iteration 15Q: 3 clusters Score -1.305055e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 98087 members 
Entering Unmasked Estep 
Score: -13050672.000000 Penalty: 5707.151855
	Iteration 16Q: 3 clusters Score -1.305067e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 98248 members 
Entering Unmasked Estep 
Score: -13050780.000000 Penalty: 5707.151855
	Iteration 17Q: 3 clusters Score -1.305078e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 98335 members 
Entering Unmasked Estep 
Score: -13050825.000000 Penalty: 5707.151855
	Iteration 18Q: 3 clusters Score -1.305082e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 98396 members 
Entering Unmasked Estep 
Score: -13050873.000000 Penalty: 5707.151855
	Iteration 19Q: 3 clusters Score -1.305087e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 98440 members 
Entering Unmasked Estep 
Score: -13050912.000000 Penalty: 5707.151855
	Iteration 20F: 3 clusters Score -1.305091e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 98470 members 
Entering Unmasked Estep 
Score: -13050920.000000 Penalty: 5707.151855
	Iteration 21Q: 3 clusters Score -1.305092e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 98488 members 
Entering Unmasked Estep 
Score: -13050933.000000 Penalty: 5707.151855
	Iteration 22Q: 3 clusters Score -1.305093e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 98511 members 
Entering Unmasked Estep 
Score: -13050921.000000 Penalty: 5707.151855
	Iteration 23Q: 3 clusters Score -1.305092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 98522 members 
Entering Unmasked Estep 
Score: -13050949.000000 Penalty: 5707.151855
	Iteration 24Q: 3 clusters Score -1.305095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 98529 members 
Entering Unmasked Estep 
Score: -13050954.000000 Penalty: 5707.151855
	Iteration 25Q: 3 clusters Score -1.305095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 98534 members 
Entering Unmasked Estep 
Score: -13050951.000000 Penalty: 5707.151855
	Iteration 26Q: 3 clusters Score -1.305095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 98539 members 
Entering Unmasked Estep 
Score: -13050945.000000 Penalty: 5707.151855
	Iteration 27Q: 3 clusters Score -1.305094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 98543 members 
Entering Unmasked Estep 
Score: -13050941.000000 Penalty: 5707.151855
	Iteration 28Q: 3 clusters Score -1.305094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 98547 members 
Entering Unmasked Estep 
Score: -13050939.000000 Penalty: 5707.151855
	Iteration 29Q: 3 clusters Score -1.305094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 98552 members 
Entering Unmasked Estep 
Score: -13050941.000000 Penalty: 5707.151855
	Iteration 30Q: 3 clusters Score -1.305094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 98558 members 
Entering Unmasked Estep 
Score: -13050953.000000 Penalty: 5707.151855
	Iteration 31Q: 3 clusters Score -1.305095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 98560 members 
Entering Unmasked Estep 
Score: -13050956.000000 Penalty: 5707.151855
	Iteration 32Q: 3 clusters Score -1.305096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 98563 members 
Entering Unmasked Estep 
Score: -13050959.000000 Penalty: 5707.151855
	Iteration 33Q: 3 clusters Score -1.305096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 98564 members 
Entering Unmasked Estep 
Score: -13050951.000000 Penalty: 5707.151855
	Iteration 34Q: 3 clusters Score -1.305095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 98565 members 
Entering Unmasked Estep 
Score: -13050963.000000 Penalty: 5707.151855
	Iteration 35Q: 3 clusters Score -1.305096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 98568 members 
Entering Unmasked Estep 
Score: -13050971.000000 Penalty: 5707.151855
	Iteration 36Q: 3 clusters Score -1.305097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 98570 members 
Entering Unmasked Estep 
Score: -13050957.000000 Penalty: 5707.151855
	Iteration 37Q: 3 clusters Score -1.305096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 98573 members 
Entering Unmasked Estep 
Score: -13050974.000000 Penalty: 5707.151855
	Iteration 38Q: 3 clusters Score -1.305097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 98576 members 
Entering Unmasked Estep 
Score: -13050973.000000 Penalty: 5707.151855
	Iteration 39Q: 3 clusters Score -1.305097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 98580 members 
Entering Unmasked Estep 
Score: -13050968.000000 Penalty: 5707.151855
	Iteration 40F: 3 clusters Score -1.305097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 98582 members 
Entering Unmasked Estep 
Score: -13050976.000000 Penalty: 5707.151855
	Iteration 41Q: 3 clusters Score -1.305098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 98582 members 
Entering Unmasked Estep 
Score: -13050972.000000 Penalty: 5707.151855
	Iteration 42Q: 3 clusters Score -1.305097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 98585 members 
Entering Unmasked Estep 
Score: -13050987.000000 Penalty: 5707.151855
	Iteration 43Q: 3 clusters Score -1.305099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 98590 members 
Entering Unmasked Estep 
Score: -13050987.000000 Penalty: 5707.151855
	Iteration 44Q: 3 clusters Score -1.305099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 98593 members 
Entering Unmasked Estep 
Score: -13050980.000000 Penalty: 5707.151855
	Iteration 45Q: 3 clusters Score -1.305098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 98597 members 
Entering Unmasked Estep 
Score: -13050986.000000 Penalty: 5707.151855
	Iteration 46Q: 3 clusters Score -1.305099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 98599 members 
Entering Unmasked Estep 
Score: -13050984.000000 Penalty: 5707.151855
	Iteration 47Q: 3 clusters Score -1.305098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 98601 members 
Entering Unmasked Estep 
Score: -13050982.000000 Penalty: 5707.151855
	Iteration 48Q: 3 clusters Score -1.305098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 98602 members 
Entering Unmasked Estep 
Score: -13050990.000000 Penalty: 5707.151855
	Iteration 49Q: 3 clusters Score -1.305099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 98602 members 
Entering Unmasked Estep 
Score: -13050994.000000 Penalty: 5707.151855
	Iteration 50Q: 3 clusters Score -1.305099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 98603 members 
Entering Unmasked Estep 
Score: -13050986.000000 Penalty: 5707.151855
	Iteration 51Q: 3 clusters Score -1.305099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 98604 members 
Entering Unmasked Estep 
Score: -13050987.000000 Penalty: 5707.151855
	Iteration 52Q: 3 clusters Score -1.305099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 98605 members 
Entering Unmasked Estep 
Score: -13050988.000000 Penalty: 5707.151855
	Iteration 53Q: 3 clusters Score -1.305099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 98605 members 
Entering Unmasked Estep 
Score: -13050988.000000 Penalty: 5707.151855
	Iteration 54F: 3 clusters Score -1.305099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Entering Unmasked Estep 
Score: -2128310.500000 Penalty: 2422.011963
	Iteration 0F: 2 clusters Score -2128310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2115923.250000 Penalty: 4844.023926
	Iteration 0F: 3 clusters Score -2115923 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2120437.750000 Penalty: 4844.023926
	Iteration 1F: 3 clusters Score -2120438 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2121287.250000 Penalty: 4844.023926
	Iteration 2F: 3 clusters Score -2121287 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2122195.750000 Penalty: 4844.023926
	Iteration 3F: 3 clusters Score -2122196 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2123247.500000 Penalty: 4844.023926
	Iteration 4F: 3 clusters Score -2123248 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2124311.250000 Penalty: 4844.023926
	Iteration 5F: 3 clusters Score -2124311 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2125177.250000 Penalty: 4844.023926
	Iteration 6F: 3 clusters Score -2125177 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2125798.750000 Penalty: 4844.023926
	Iteration 7F: 3 clusters Score -2125799 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2126198.250000 Penalty: 4844.023926
	Iteration 8Q: 3 clusters Score -2126198 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2126475.250000 Penalty: 4844.023926
	Iteration 9Q: 3 clusters Score -2126475 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2126641.000000 Penalty: 4844.023926
	Iteration 10Q: 3 clusters Score -2126641 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2126751.000000 Penalty: 4844.023926
	Iteration 11Q: 3 clusters Score -2126751 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2126832.500000 Penalty: 4844.023926
	Iteration 12Q: 3 clusters Score -2126832 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2126892.000000 Penalty: 4844.023926
	Iteration 13Q: 3 clusters Score -2126892 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2126939.250000 Penalty: 4844.023926
	Iteration 14Q: 3 clusters Score -2126939 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2126973.250000 Penalty: 4844.023926
	Iteration 15Q: 3 clusters Score -2126973 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2126993.250000 Penalty: 4844.023926
	Iteration 16Q: 3 clusters Score -2126993 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2127007.750000 Penalty: 4844.023926
	Iteration 17Q: 3 clusters Score -2127008 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2127033.250000 Penalty: 4844.023926
	Iteration 18Q: 3 clusters Score -2127033 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2127061.500000 Penalty: 4844.023926
	Iteration 19Q: 3 clusters Score -2127062 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2127078.000000 Penalty: 4844.023926
	Iteration 20F: 3 clusters Score -2127078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2127096.000000 Penalty: 4844.023926
	Iteration 21Q: 3 clusters Score -2127096 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2127120.250000 Penalty: 4844.023926
	Iteration 22Q: 3 clusters Score -2127120 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2127132.750000 Penalty: 4844.023926
	Iteration 23Q: 3 clusters Score -2127133 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2127150.000000 Penalty: 4844.023926
	Iteration 24Q: 3 clusters Score -2127150 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2127169.000000 Penalty: 4844.023926
	Iteration 25Q: 3 clusters Score -2127169 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2127197.000000 Penalty: 4844.023926
	Iteration 26Q: 3 clusters Score -2127197 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2127213.000000 Penalty: 4844.023926
	Iteration 27Q: 3 clusters Score -2127213 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2127237.000000 Penalty: 4844.023926
	Iteration 28Q: 3 clusters Score -2127237 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2127258.000000 Penalty: 4844.023926
	Iteration 29Q: 3 clusters Score -2127258 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2127278.750000 Penalty: 4844.023926
	Iteration 30Q: 3 clusters Score -2127279 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2127298.750000 Penalty: 4844.023926
	Iteration 31Q: 3 clusters Score -2127299 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2127303.750000 Penalty: 4844.023926
	Iteration 32Q: 3 clusters Score -2127304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2127308.250000 Penalty: 4844.023926
	Iteration 33Q: 3 clusters Score -2127308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2127316.500000 Penalty: 4844.023926
	Iteration 34Q: 3 clusters Score -2127316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -2127327.750000 Penalty: 4844.023926
	Iteration 35Q: 3 clusters Score -2127328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2127329.250000 Penalty: 4844.023926
	Iteration 36Q: 3 clusters Score -2127329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2127337.000000 Penalty: 4844.023926
	Iteration 37Q: 3 clusters Score -2127337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2127343.000000 Penalty: 4844.023926
	Iteration 38Q: 3 clusters Score -2127343 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2127354.250000 Penalty: 4844.023926
	Iteration 39Q: 3 clusters Score -2127354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2127364.000000 Penalty: 4844.023926
	Iteration 40F: 3 clusters Score -2127364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2127377.750000 Penalty: 4844.023926
	Iteration 41Q: 3 clusters Score -2127378 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2127393.500000 Penalty: 4844.023926
	Iteration 42Q: 3 clusters Score -2127394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2127401.750000 Penalty: 4844.023926
	Iteration 43Q: 3 clusters Score -2127402 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2127413.250000 Penalty: 4844.023926
	Iteration 44Q: 3 clusters Score -2127413 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2127430.500000 Penalty: 4844.023926
	Iteration 45Q: 3 clusters Score -2127430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2127443.500000 Penalty: 4844.023926
	Iteration 46Q: 3 clusters Score -2127444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2127453.750000 Penalty: 4844.023926
	Iteration 47Q: 3 clusters Score -2127454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2127462.000000 Penalty: 4844.023926
	Iteration 48Q: 3 clusters Score -2127462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2127467.500000 Penalty: 4844.023926
	Iteration 49Q: 3 clusters Score -2127468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2127471.500000 Penalty: 4844.023926
	Iteration 50Q: 3 clusters Score -2127472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2127472.500000 Penalty: 4844.023926
	Iteration 51Q: 3 clusters Score -2127472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2127475.500000 Penalty: 4844.023926
	Iteration 52Q: 3 clusters Score -2127476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2127478.250000 Penalty: 4844.023926
	Iteration 53Q: 3 clusters Score -2127478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2127478.250000 Penalty: 4844.023926
	Iteration 54Q: 3 clusters Score -2127478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2127488.500000 Penalty: 4844.023926
	Iteration 55Q: 3 clusters Score -2127488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2127491.250000 Penalty: 4844.023926
	Iteration 56Q: 3 clusters Score -2127491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2127497.500000 Penalty: 4844.023926
	Iteration 57Q: 3 clusters Score -2127498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2127499.500000 Penalty: 4844.023926
	Iteration 58Q: 3 clusters Score -2127500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2127501.000000 Penalty: 4844.023926
	Iteration 59Q: 3 clusters Score -2127501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2127504.500000 Penalty: 4844.023926
	Iteration 60F: 3 clusters Score -2127504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2127503.000000 Penalty: 4844.023926
	Iteration 61Q: 3 clusters Score -2127503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2127506.250000 Penalty: 4844.023926
	Iteration 62Q: 3 clusters Score -2127506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2127517.750000 Penalty: 4844.023926
	Iteration 63Q: 3 clusters Score -2127518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2127515.500000 Penalty: 4844.023926
	Iteration 64Q: 3 clusters Score -2127516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2127515.000000 Penalty: 4844.023926
	Iteration 65Q: 3 clusters Score -2127515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2127519.500000 Penalty: 4844.023926
	Iteration 66Q: 3 clusters Score -2127520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2127528.750000 Penalty: 4844.023926
	Iteration 67Q: 3 clusters Score -2127529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2127529.750000 Penalty: 4844.023926
	Iteration 68Q: 3 clusters Score -2127530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2127551.750000 Penalty: 4844.023926
	Iteration 69Q: 3 clusters Score -2127552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2127572.750000 Penalty: 4844.023926
	Iteration 70Q: 3 clusters Score -2127573 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2127603.500000 Penalty: 4844.023926
	Iteration 71Q: 3 clusters Score -2127604 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2127637.250000 Penalty: 4844.023926
	Iteration 72Q: 3 clusters Score -2127637 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2127678.750000 Penalty: 4844.023926
	Iteration 73Q: 3 clusters Score -2127679 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2127719.500000 Penalty: 4844.023926
	Iteration 74Q: 3 clusters Score -2127720 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2127764.000000 Penalty: 4844.023926
	Iteration 75Q: 3 clusters Score -2127764 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2127800.500000 Penalty: 4844.023926
	Iteration 76Q: 3 clusters Score -2127800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2127832.000000 Penalty: 4844.023926
	Iteration 77Q: 3 clusters Score -2127832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2127851.500000 Penalty: 4844.023926
	Iteration 78Q: 3 clusters Score -2127852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2127864.500000 Penalty: 4844.023926
	Iteration 79Q: 3 clusters Score -2127864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2127872.000000 Penalty: 4844.023926
	Iteration 80F: 3 clusters Score -2127872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2127885.250000 Penalty: 4844.023926
	Iteration 81Q: 3 clusters Score -2127885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2127890.250000 Penalty: 4844.023926
	Iteration 82Q: 3 clusters Score -2127890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2127888.500000 Penalty: 4844.023926
	Iteration 83Q: 3 clusters Score -2127888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2127895.500000 Penalty: 4844.023926
	Iteration 84Q: 3 clusters Score -2127896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2127903.250000 Penalty: 4844.023926
	Iteration 85Q: 3 clusters Score -2127903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2127901.500000 Penalty: 4844.023926
	Iteration 86Q: 3 clusters Score -2127902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2127906.250000 Penalty: 4844.023926
	Iteration 87Q: 3 clusters Score -2127906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2127905.500000 Penalty: 4844.023926
	Iteration 88Q: 3 clusters Score -2127906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2127903.750000 Penalty: 4844.023926
	Iteration 89Q: 3 clusters Score -2127904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2127904.500000 Penalty: 4844.023926
	Iteration 90Q: 3 clusters Score -2127904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2127908.250000 Penalty: 4844.023926
	Iteration 91Q: 3 clusters Score -2127908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2127907.250000 Penalty: 4844.023926
	Iteration 92Q: 3 clusters Score -2127907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2127907.250000 Penalty: 4844.023926
	Iteration 93F: 3 clusters Score -2127907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Entering Unmasked Estep 
Score: -314035.468750 Penalty: 1933.932007
	Iteration 0F: 2 clusters Score -314035.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -311105.093750 Penalty: 3867.864014
	Iteration 0F: 3 clusters Score -311105.1 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -311664.500000 Penalty: 3867.864014
	Iteration 1F: 3 clusters Score -311664.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -311805.093750 Penalty: 3867.864014
	Iteration 2F: 3 clusters Score -311805.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -311873.718750 Penalty: 3867.864014
	Iteration 3Q: 3 clusters Score -311873.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -311904.343750 Penalty: 3867.864014
	Iteration 4Q: 3 clusters Score -311904.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -311936.062500 Penalty: 3867.864014
	Iteration 5Q: 3 clusters Score -311936.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -311961.187500 Penalty: 3867.864014
	Iteration 6Q: 3 clusters Score -311961.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -311978.343750 Penalty: 3867.864014
	Iteration 7Q: 3 clusters Score -311978.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -311991.781250 Penalty: 3867.864014
	Iteration 8Q: 3 clusters Score -311991.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -312000.687500 Penalty: 3867.864014
	Iteration 9Q: 3 clusters Score -312000.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -312008.062500 Penalty: 3867.864014
	Iteration 10Q: 3 clusters Score -312008.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -312016.937500 Penalty: 3867.864014
	Iteration 11Q: 3 clusters Score -312016.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -312021.781250 Penalty: 3867.864014
	Iteration 12Q: 3 clusters Score -312021.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -312024.468750 Penalty: 3867.864014
	Iteration 13Q: 3 clusters Score -312024.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -312027.000000 Penalty: 3867.864014
	Iteration 14Q: 3 clusters Score -312027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -312028.937500 Penalty: 3867.864014
	Iteration 15Q: 3 clusters Score -312028.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -312030.187500 Penalty: 3867.864014
	Iteration 16Q: 3 clusters Score -312030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -312031.031250 Penalty: 3867.864014
	Iteration 17Q: 3 clusters Score -312031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -312031.968750 Penalty: 3867.864014
	Iteration 18Q: 3 clusters Score -312032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -312031.968750 Penalty: 3867.864014
	Iteration 19F: 3 clusters Score -312032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Entering Unmasked Estep 
Score: -4942698.000000 Penalty: 2611.542725
	Iteration 0F: 2 clusters Score -4942698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -4917060.500000 Penalty: 5223.085449
	Iteration 0F: 3 clusters Score -4917060 nChanged 17034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -4927006.000000 Penalty: 5223.085449
	Iteration 1F: 3 clusters Score -4927006 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -4927949.000000 Penalty: 5223.085449
	Iteration 2F: 3 clusters Score -4927949 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -4929299.500000 Penalty: 5223.085449
	Iteration 3F: 3 clusters Score -4929300 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -4930709.000000 Penalty: 5223.085449
	Iteration 4F: 3 clusters Score -4930709 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -4932121.000000 Penalty: 5223.085449
	Iteration 5F: 3 clusters Score -4932121 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -4933331.500000 Penalty: 5223.085449
	Iteration 6F: 3 clusters Score -4933332 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -4934313.500000 Penalty: 5223.085449
	Iteration 7F: 3 clusters Score -4934314 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -4935072.500000 Penalty: 5223.085449
	Iteration 8Q: 3 clusters Score -4935072 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -4935659.500000 Penalty: 5223.085449
	Iteration 9Q: 3 clusters Score -4935660 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -4936184.500000 Penalty: 5223.085449
	Iteration 10Q: 3 clusters Score -4936184 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -4936653.000000 Penalty: 5223.085449
	Iteration 11Q: 3 clusters Score -4936653 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -4937165.000000 Penalty: 5223.085449
	Iteration 12Q: 3 clusters Score -4937165 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -4937666.500000 Penalty: 5223.085449
	Iteration 13Q: 3 clusters Score -4937666 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4938157.500000 Penalty: 5223.085449
	Iteration 14Q: 3 clusters Score -4938158 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -4938658.000000 Penalty: 5223.085449
	Iteration 15Q: 3 clusters Score -4938658 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -4939105.000000 Penalty: 5223.085449
	Iteration 16Q: 3 clusters Score -4939105 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -4939475.000000 Penalty: 5223.085449
	Iteration 17Q: 3 clusters Score -4939475 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -4939753.000000 Penalty: 5223.085449
	Iteration 18Q: 3 clusters Score -4939753 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -4939933.000000 Penalty: 5223.085449
	Iteration 19Q: 3 clusters Score -4939933 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -4940127.500000 Penalty: 5223.085449
	Iteration 20F: 3 clusters Score -4940128 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -4940212.500000 Penalty: 5223.085449
	Iteration 21Q: 3 clusters Score -4940212 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -4940283.500000 Penalty: 5223.085449
	Iteration 22Q: 3 clusters Score -4940284 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -4940347.000000 Penalty: 5223.085449
	Iteration 23Q: 3 clusters Score -4940347 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -4940412.000000 Penalty: 5223.085449
	Iteration 24Q: 3 clusters Score -4940412 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -4940447.500000 Penalty: 5223.085449
	Iteration 25Q: 3 clusters Score -4940448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -4940476.000000 Penalty: 5223.085449
	Iteration 26Q: 3 clusters Score -4940476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -4940519.000000 Penalty: 5223.085449
	Iteration 27Q: 3 clusters Score -4940519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -4940546.000000 Penalty: 5223.085449
	Iteration 28Q: 3 clusters Score -4940546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -4940566.500000 Penalty: 5223.085449
	Iteration 29Q: 3 clusters Score -4940566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -4940578.000000 Penalty: 5223.085449
	Iteration 30Q: 3 clusters Score -4940578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -4940585.000000 Penalty: 5223.085449
	Iteration 31Q: 3 clusters Score -4940585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -4940594.500000 Penalty: 5223.085449
	Iteration 32Q: 3 clusters Score -4940594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -4940601.500000 Penalty: 5223.085449
	Iteration 33Q: 3 clusters Score -4940602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -4940601.000000 Penalty: 5223.085449
	Iteration 34Q: 3 clusters Score -4940601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -4940608.000000 Penalty: 5223.085449
	Iteration 35Q: 3 clusters Score -4940608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -4940610.500000 Penalty: 5223.085449
	Iteration 36Q: 3 clusters Score -4940610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -4940608.000000 Penalty: 5223.085449
	Iteration 37Q: 3 clusters Score -4940608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -4940610.000000 Penalty: 5223.085449
	Iteration 38Q: 3 clusters Score -4940610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -4940616.500000 Penalty: 5223.085449
	Iteration 39Q: 3 clusters Score -4940616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -4940617.000000 Penalty: 5223.085449
	Iteration 40F: 3 clusters Score -4940617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -4940620.500000 Penalty: 5223.085449
	Iteration 41Q: 3 clusters Score -4940620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -4940618.000000 Penalty: 5223.085449
	Iteration 42Q: 3 clusters Score -4940618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -4940619.000000 Penalty: 5223.085449
	Iteration 43Q: 3 clusters Score -4940619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -4940622.500000 Penalty: 5223.085449
	Iteration 44Q: 3 clusters Score -4940622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -4940622.500000 Penalty: 5223.085449
	Iteration 45F: 3 clusters Score -4940622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Entering Unmasked Estep 
Score: -487468.250000 Penalty: 2062.502930
	Iteration 0F: 2 clusters Score -487468.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -483533.500000 Penalty: 4125.005859
	Iteration 0F: 3 clusters Score -483533.5 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -484639.906250 Penalty: 4125.005859
	Iteration 1F: 3 clusters Score -484639.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -485170.281250 Penalty: 4125.005859
	Iteration 2F: 3 clusters Score -485170.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -485690.812500 Penalty: 4125.005859
	Iteration 3F: 3 clusters Score -485690.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -486100.875000 Penalty: 4125.005859
	Iteration 4F: 3 clusters Score -486100.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -486439.468750 Penalty: 4125.005859
	Iteration 5F: 3 clusters Score -486439.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -486733.125000 Penalty: 4125.005859
	Iteration 6F: 3 clusters Score -486733.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -486919.343750 Penalty: 4125.005859
	Iteration 7Q: 3 clusters Score -486919.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -487042.093750 Penalty: 4125.005859
	Iteration 8Q: 3 clusters Score -487042.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -487166.750000 Penalty: 4125.005859
	Iteration 9Q: 3 clusters Score -487166.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -487297.062500 Penalty: 4125.005859
	Iteration 10Q: 3 clusters Score -487297.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -487466.062500 Penalty: 4125.005859
	Iteration 11Q: 3 clusters Score -487466.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -487614.062500 Penalty: 4125.005859
	Iteration 12Q: 3 clusters Score -487614.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -487720.343750 Penalty: 4125.005859
	Iteration 13Q: 3 clusters Score -487720.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -487822.312500 Penalty: 4125.005859
	Iteration 14Q: 3 clusters Score -487822.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -487870.312500 Penalty: 4125.005859
	Iteration 15Q: 3 clusters Score -487870.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -487901.218750 Penalty: 4125.005859
	Iteration 16Q: 3 clusters Score -487901.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -487913.718750 Penalty: 4125.005859
	Iteration 17Q: 3 clusters Score -487913.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -487931.531250 Penalty: 4125.005859
	Iteration 18Q: 3 clusters Score -487931.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -487944.250000 Penalty: 4125.005859
	Iteration 19Q: 3 clusters Score -487944.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -487959.656250 Penalty: 4125.005859
	Iteration 20F: 3 clusters Score -487959.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -487968.531250 Penalty: 4125.005859
	Iteration 21Q: 3 clusters Score -487968.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -487977.968750 Penalty: 4125.005859
	Iteration 22Q: 3 clusters Score -487978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -487987.750000 Penalty: 4125.005859
	Iteration 23Q: 3 clusters Score -487987.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -487992.968750 Penalty: 4125.005859
	Iteration 24Q: 3 clusters Score -487993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -487997.406250 Penalty: 4125.005859
	Iteration 25Q: 3 clusters Score -487997.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -488003.656250 Penalty: 4125.005859
	Iteration 26Q: 3 clusters Score -488003.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -488011.812500 Penalty: 4125.005859
	Iteration 27Q: 3 clusters Score -488011.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -488024.062500 Penalty: 4125.005859
	Iteration 28Q: 3 clusters Score -488024.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -488037.125000 Penalty: 4125.005859
	Iteration 29Q: 3 clusters Score -488037.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -488060.468750 Penalty: 4125.005859
	Iteration 30Q: 3 clusters Score -488060.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -488093.875000 Penalty: 4125.005859
	Iteration 31Q: 3 clusters Score -488093.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -488156.531250 Penalty: 4125.005859
	Iteration 32Q: 3 clusters Score -488156.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -488236.781250 Penalty: 4125.005859
	Iteration 33Q: 3 clusters Score -488236.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -488281.625000 Penalty: 4125.005859
	Iteration 34Q: 3 clusters Score -488281.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -488290.781250 Penalty: 4125.005859
	Iteration 35Q: 3 clusters Score -488290.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -488304.625000 Penalty: 4125.005859
	Iteration 36Q: 3 clusters Score -488304.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -488308.343750 Penalty: 4125.005859
	Iteration 37Q: 3 clusters Score -488308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -488309.093750 Penalty: 4125.005859
	Iteration 38Q: 3 clusters Score -488309.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -488309.093750 Penalty: 4125.005859
	Iteration 39F: 3 clusters Score -488309.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37437 members 
Mstep: Class 6 contains 1061 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126879 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16669 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 3030 members 
Entering Unmasked Estep 
Score: -73859048.000000 Penalty: 115181.742188
Splitting cluster 6 changes total score from -73859480.000000 to -73859048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -892204.250000 Penalty: 2183.547119
	Iteration 0F: 2 clusters Score -892204.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -886620.875000 Penalty: 4367.094238
	Iteration 0F: 3 clusters Score -886620.9 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -887979.625000 Penalty: 4367.094238
	Iteration 1F: 3 clusters Score -887979.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -888192.250000 Penalty: 4367.094238
	Iteration 2F: 3 clusters Score -888192.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -888339.000000 Penalty: 4367.094238
	Iteration 3Q: 3 clusters Score -888339 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -888461.062500 Penalty: 4367.094238
	Iteration 4Q: 3 clusters Score -888461.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -888562.125000 Penalty: 4367.094238
	Iteration 5Q: 3 clusters Score -888562.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -888660.937500 Penalty: 4367.094238
	Iteration 6Q: 3 clusters Score -888660.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -888753.250000 Penalty: 4367.094238
	Iteration 7Q: 3 clusters Score -888753.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -888845.250000 Penalty: 4367.094238
	Iteration 8Q: 3 clusters Score -888845.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -888942.062500 Penalty: 4367.094238
	Iteration 9Q: 3 clusters Score -888942.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -889039.562500 Penalty: 4367.094238
	Iteration 10Q: 3 clusters Score -889039.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -889132.562500 Penalty: 4367.094238
	Iteration 11Q: 3 clusters Score -889132.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -889225.437500 Penalty: 4367.094238
	Iteration 12Q: 3 clusters Score -889225.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -889321.125000 Penalty: 4367.094238
	Iteration 13Q: 3 clusters Score -889321.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -889419.937500 Penalty: 4367.094238
	Iteration 14Q: 3 clusters Score -889419.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -889496.125000 Penalty: 4367.094238
	Iteration 15Q: 3 clusters Score -889496.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -889558.062500 Penalty: 4367.094238
	Iteration 16Q: 3 clusters Score -889558.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -889621.375000 Penalty: 4367.094238
	Iteration 17Q: 3 clusters Score -889621.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -889685.687500 Penalty: 4367.094238
	Iteration 18Q: 3 clusters Score -889685.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -889744.062500 Penalty: 4367.094238
	Iteration 19Q: 3 clusters Score -889744.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -889793.187500 Penalty: 4367.094238
	Iteration 20F: 3 clusters Score -889793.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -889836.687500 Penalty: 4367.094238
	Iteration 21Q: 3 clusters Score -889836.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -889873.937500 Penalty: 4367.094238
	Iteration 22Q: 3 clusters Score -889873.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -889907.812500 Penalty: 4367.094238
	Iteration 23Q: 3 clusters Score -889907.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -889941.312500 Penalty: 4367.094238
	Iteration 24Q: 3 clusters Score -889941.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -889974.187500 Penalty: 4367.094238
	Iteration 25Q: 3 clusters Score -889974.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -890002.750000 Penalty: 4367.094238
	Iteration 26Q: 3 clusters Score -890002.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -890024.875000 Penalty: 4367.094238
	Iteration 27Q: 3 clusters Score -890024.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -890048.437500 Penalty: 4367.094238
	Iteration 28Q: 3 clusters Score -890048.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -890070.250000 Penalty: 4367.094238
	Iteration 29Q: 3 clusters Score -890070.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -890094.500000 Penalty: 4367.094238
	Iteration 30Q: 3 clusters Score -890094.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -890112.937500 Penalty: 4367.094238
	Iteration 31Q: 3 clusters Score -890112.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -890123.937500 Penalty: 4367.094238
	Iteration 32Q: 3 clusters Score -890123.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -890136.937500 Penalty: 4367.094238
	Iteration 33Q: 3 clusters Score -890136.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -890145.312500 Penalty: 4367.094238
	Iteration 34Q: 3 clusters Score -890145.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -890151.000000 Penalty: 4367.094238
	Iteration 35Q: 3 clusters Score -890151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -890159.000000 Penalty: 4367.094238
	Iteration 36Q: 3 clusters Score -890159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -890170.312500 Penalty: 4367.094238
	Iteration 37Q: 3 clusters Score -890170.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -890175.437500 Penalty: 4367.094238
	Iteration 38Q: 3 clusters Score -890175.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -890178.250000 Penalty: 4367.094238
	Iteration 39Q: 3 clusters Score -890178.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -890185.500000 Penalty: 4367.094238
	Iteration 40F: 3 clusters Score -890185.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -890188.500000 Penalty: 4367.094238
	Iteration 41Q: 3 clusters Score -890188.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -890193.125000 Penalty: 4367.094238
	Iteration 42Q: 3 clusters Score -890193.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -890196.000000 Penalty: 4367.094238
	Iteration 43Q: 3 clusters Score -890196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -890201.562500 Penalty: 4367.094238
	Iteration 44Q: 3 clusters Score -890201.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -890209.875000 Penalty: 4367.094238
	Iteration 45Q: 3 clusters Score -890209.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -890213.000000 Penalty: 4367.094238
	Iteration 46Q: 3 clusters Score -890213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -890214.375000 Penalty: 4367.094238
	Iteration 47Q: 3 clusters Score -890214.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -890216.937500 Penalty: 4367.094238
	Iteration 48Q: 3 clusters Score -890216.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -890216.062500 Penalty: 4367.094238
	Iteration 49Q: 3 clusters Score -890216.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -890217.187500 Penalty: 4367.094238
	Iteration 50Q: 3 clusters Score -890217.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -890217.937500 Penalty: 4367.094238
	Iteration 51Q: 3 clusters Score -890217.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -890217.937500 Penalty: 4367.094238
	Iteration 52F: 3 clusters Score -890217.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126879 members 
Entering Unmasked Estep 
Score: -16712438.000000 Penalty: 2914.245361
	Iteration 0F: 2 clusters Score -1.671244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63375 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -16627714.000000 Penalty: 5828.490723
	Iteration 0F: 3 clusters Score -1.662771e+07 nChanged 60202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
Score: -16662562.000000 Penalty: 5828.490723
	Iteration 1F: 3 clusters Score -1.666256e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 65259 members 
Entering Unmasked Estep 
Score: -16663445.000000 Penalty: 5828.490723
	Iteration 2Q: 3 clusters Score -1.666344e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60347 members 
Mstep: Class 2 contains 66532 members 
Entering Unmasked Estep 
Score: -16664585.000000 Penalty: 5828.490723
	Iteration 3Q: 3 clusters Score -1.666458e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 68377 members 
Entering Unmasked Estep 
Score: -16666007.000000 Penalty: 5828.490723
	Iteration 4Q: 3 clusters Score -1.666601e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55832 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -16667837.000000 Penalty: 5828.490723
	Iteration 5Q: 3 clusters Score -1.666784e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 74695 members 
Entering Unmasked Estep 
Score: -16670383.000000 Penalty: 5828.490723
	Iteration 6Q: 3 clusters Score -1.667038e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 79331 members 
Entering Unmasked Estep 
Score: -16673607.000000 Penalty: 5828.490723
	Iteration 7F: 3 clusters Score -1.667361e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -16677921.000000 Penalty: 5828.490723
	Iteration 8F: 3 clusters Score -1.667792e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 90543 members 
Entering Unmasked Estep 
Score: -16683085.000000 Penalty: 5828.490723
	Iteration 9F: 3 clusters Score -1.668308e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 95989 members 
Entering Unmasked Estep 
Score: -16688347.000000 Penalty: 5828.490723
	Iteration 10F: 3 clusters Score -1.668835e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 100465 members 
Entering Unmasked Estep 
Score: -16692442.000000 Penalty: 5828.490723
	Iteration 11Q: 3 clusters Score -1.669244e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 104096 members 
Entering Unmasked Estep 
Score: -16695299.000000 Penalty: 5828.490723
	Iteration 12Q: 3 clusters Score -1.66953e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 107158 members 
Entering Unmasked Estep 
Score: -16697139.000000 Penalty: 5828.490723
	Iteration 13Q: 3 clusters Score -1.669714e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 110020 members 
Entering Unmasked Estep 
Score: -16698835.000000 Penalty: 5828.490723
	Iteration 14Q: 3 clusters Score -1.669884e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 112729 members 
Entering Unmasked Estep 
Score: -16700373.000000 Penalty: 5828.490723
	Iteration 15Q: 3 clusters Score -1.670037e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 115227 members 
Entering Unmasked Estep 
Score: -16701878.000000 Penalty: 5828.490723
	Iteration 16Q: 3 clusters Score -1.670188e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 117596 members 
Entering Unmasked Estep 
Score: -16703355.000000 Penalty: 5828.490723
	Iteration 17Q: 3 clusters Score -1.670336e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 119755 members 
Entering Unmasked Estep 
Score: -16704803.000000 Penalty: 5828.490723
	Iteration 18Q: 3 clusters Score -1.67048e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 121566 members 
Entering Unmasked Estep 
Score: -16706069.000000 Penalty: 5828.490723
	Iteration 19Q: 3 clusters Score -1.670607e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 123093 members 
Entering Unmasked Estep 
Score: -16707150.000000 Penalty: 5828.490723
	Iteration 20F: 3 clusters Score -1.670715e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 124290 members 
Entering Unmasked Estep 
Score: -16708002.000000 Penalty: 5828.490723
	Iteration 21Q: 3 clusters Score -1.6708e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 125157 members 
Entering Unmasked Estep 
Score: -16708731.000000 Penalty: 5828.490723
	Iteration 22Q: 3 clusters Score -1.670873e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 125716 members 
Entering Unmasked Estep 
Score: -16709249.000000 Penalty: 5828.490723
	Iteration 23Q: 3 clusters Score -1.670925e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 126058 members 
Entering Unmasked Estep 
Score: -16709520.000000 Penalty: 5828.490723
	Iteration 24Q: 3 clusters Score -1.670952e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 126216 members 
Entering Unmasked Estep 
Score: -16709671.000000 Penalty: 5828.490723
	Iteration 25Q: 3 clusters Score -1.670967e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 126319 members 
Entering Unmasked Estep 
Score: -16709737.000000 Penalty: 5828.490723
	Iteration 26Q: 3 clusters Score -1.670974e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 126372 members 
Entering Unmasked Estep 
Score: -16709768.000000 Penalty: 5828.490723
	Iteration 27Q: 3 clusters Score -1.670977e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 126418 members 
Entering Unmasked Estep 
Score: -16709825.000000 Penalty: 5828.490723
	Iteration 28Q: 3 clusters Score -1.670982e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 126447 members 
Entering Unmasked Estep 
Score: -16709838.000000 Penalty: 5828.490723
	Iteration 29Q: 3 clusters Score -1.670984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 126456 members 
Entering Unmasked Estep 
Score: -16709849.000000 Penalty: 5828.490723
	Iteration 30Q: 3 clusters Score -1.670985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 126470 members 
Entering Unmasked Estep 
Score: -16709853.000000 Penalty: 5828.490723
	Iteration 31Q: 3 clusters Score -1.670985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 126479 members 
Entering Unmasked Estep 
Score: -16709859.000000 Penalty: 5828.490723
	Iteration 32Q: 3 clusters Score -1.670986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 126483 members 
Entering Unmasked Estep 
Score: -16709867.000000 Penalty: 5828.490723
	Iteration 33Q: 3 clusters Score -1.670987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 126487 members 
Entering Unmasked Estep 
Score: -16709873.000000 Penalty: 5828.490723
	Iteration 34Q: 3 clusters Score -1.670987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 126494 members 
Entering Unmasked Estep 
Score: -16709881.000000 Penalty: 5828.490723
	Iteration 35Q: 3 clusters Score -1.670988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 126497 members 
Entering Unmasked Estep 
Score: -16709895.000000 Penalty: 5828.490723
	Iteration 36Q: 3 clusters Score -1.67099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 126500 members 
Entering Unmasked Estep 
Score: -16709891.000000 Penalty: 5828.490723
	Iteration 37Q: 3 clusters Score -1.670989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 126503 members 
Entering Unmasked Estep 
Score: -16709897.000000 Penalty: 5828.490723
	Iteration 38Q: 3 clusters Score -1.67099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 126506 members 
Entering Unmasked Estep 
Score: -16709895.000000 Penalty: 5828.490723
	Iteration 39Q: 3 clusters Score -1.67099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 126508 members 
Entering Unmasked Estep 
Score: -16709909.000000 Penalty: 5828.490723
	Iteration 40F: 3 clusters Score -1.670991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 126509 members 
Entering Unmasked Estep 
Score: -16709905.000000 Penalty: 5828.490723
	Iteration 41Q: 3 clusters Score -1.67099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 126512 members 
Entering Unmasked Estep 
Score: -16709895.000000 Penalty: 5828.490723
	Iteration 42Q: 3 clusters Score -1.67099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 126514 members 
Entering Unmasked Estep 
Score: -16709918.000000 Penalty: 5828.490723
	Iteration 43Q: 3 clusters Score -1.670992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 126519 members 
Entering Unmasked Estep 
Score: -16709910.000000 Penalty: 5828.490723
	Iteration 44Q: 3 clusters Score -1.670991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 126520 members 
Entering Unmasked Estep 
Score: -16709928.000000 Penalty: 5828.490723
	Iteration 45Q: 3 clusters Score -1.670993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 126520 members 
Entering Unmasked Estep 
Score: -16709933.000000 Penalty: 5828.490723
	Iteration 46Q: 3 clusters Score -1.670993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 126522 members 
Entering Unmasked Estep 
Score: -16709932.000000 Penalty: 5828.490723
	Iteration 47Q: 3 clusters Score -1.670993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 126522 members 
Entering Unmasked Estep 
Score: -16709930.000000 Penalty: 5828.490723
	Iteration 48Q: 3 clusters Score -1.670993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 126525 members 
Entering Unmasked Estep 
Score: -16709947.000000 Penalty: 5828.490723
	Iteration 49Q: 3 clusters Score -1.670995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 126526 members 
Entering Unmasked Estep 
Score: -16709946.000000 Penalty: 5828.490723
	Iteration 50Q: 3 clusters Score -1.670995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 126526 members 
Entering Unmasked Estep 
Score: -16709946.000000 Penalty: 5828.490723
	Iteration 51F: 3 clusters Score -1.670995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Entering Unmasked Estep 
Score: -695151.500000 Penalty: 2127.228760
	Iteration 0F: 2 clusters Score -695151.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -690458.562500 Penalty: 4254.457520
	Iteration 0F: 3 clusters Score -690458.6 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -691819.500000 Penalty: 4254.457520
	Iteration 1F: 3 clusters Score -691819.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -692204.375000 Penalty: 4254.457520
	Iteration 2F: 3 clusters Score -692204.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -692509.187500 Penalty: 4254.457520
	Iteration 3F: 3 clusters Score -692509.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -692848.562500 Penalty: 4254.457520
	Iteration 4F: 3 clusters Score -692848.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -693193.000000 Penalty: 4254.457520
	Iteration 5F: 3 clusters Score -693193 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -693508.625000 Penalty: 4254.457520
	Iteration 6F: 3 clusters Score -693508.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -693740.062500 Penalty: 4254.457520
	Iteration 7Q: 3 clusters Score -693740.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -693929.375000 Penalty: 4254.457520
	Iteration 8Q: 3 clusters Score -693929.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -694066.125000 Penalty: 4254.457520
	Iteration 9Q: 3 clusters Score -694066.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -694146.625000 Penalty: 4254.457520
	Iteration 10Q: 3 clusters Score -694146.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -694203.750000 Penalty: 4254.457520
	Iteration 11Q: 3 clusters Score -694203.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -694250.000000 Penalty: 4254.457520
	Iteration 12Q: 3 clusters Score -694250 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -694290.125000 Penalty: 4254.457520
	Iteration 13Q: 3 clusters Score -694290.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -694315.875000 Penalty: 4254.457520
	Iteration 14Q: 3 clusters Score -694315.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -694334.250000 Penalty: 4254.457520
	Iteration 15Q: 3 clusters Score -694334.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -694353.187500 Penalty: 4254.457520
	Iteration 16Q: 3 clusters Score -694353.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -694367.687500 Penalty: 4254.457520
	Iteration 17Q: 3 clusters Score -694367.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -694376.500000 Penalty: 4254.457520
	Iteration 18Q: 3 clusters Score -694376.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -694386.937500 Penalty: 4254.457520
	Iteration 19Q: 3 clusters Score -694386.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -694393.750000 Penalty: 4254.457520
	Iteration 20F: 3 clusters Score -694393.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -694399.312500 Penalty: 4254.457520
	Iteration 21Q: 3 clusters Score -694399.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -694402.937500 Penalty: 4254.457520
	Iteration 22Q: 3 clusters Score -694402.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -694404.062500 Penalty: 4254.457520
	Iteration 23Q: 3 clusters Score -694404.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -694404.437500 Penalty: 4254.457520
	Iteration 24Q: 3 clusters Score -694404.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -694405.250000 Penalty: 4254.457520
	Iteration 25Q: 3 clusters Score -694405.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -694405.187500 Penalty: 4254.457520
	Iteration 26Q: 3 clusters Score -694405.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -694405.187500 Penalty: 4254.457520
	Iteration 27F: 3 clusters Score -694405.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -90469.218750 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -90469.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88776.101562 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -88776.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -89073.710938 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -89073.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -89161.015625 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -89161.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -89216.718750 Penalty: 3292.729736
	Iteration 3Q: 3 clusters Score -89216.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -89255.617188 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -89255.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -89291.726562 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -89291.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -89351.820312 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -89351.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -89452.695312 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -89452.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -89565.632812 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -89565.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -89725.765625 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -89725.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90076.828125 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -90076.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -90181.765625 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -90181.77 nChanged 18
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: -90233.640625 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -90233.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90270.234375 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -90270.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90296.648438 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -90296.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90316.328125 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -90316.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -90331.031250 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -90331.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90352.039062 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -90352.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -90381.804688 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -90381.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90407.820312 Penalty: 3292.729736
	Iteration 19Q: 3 clusters Score -90407.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -90438.601562 Penalty: 3292.729736
	Iteration 20F: 3 clusters Score -90438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -90469.664062 Penalty: 3292.729736
	Iteration 21Q: 3 clusters Score -90469.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90479.835938 Penalty: 3292.729736
	Iteration 22Q: 3 clusters Score -90479.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90489.828125 Penalty: 3292.729736
	Iteration 23Q: 3 clusters Score -90489.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90499.859375 Penalty: 3292.729736
	Iteration 24Q: 3 clusters Score -90499.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -90502.359375 Penalty: 3292.729736
	Iteration 25Q: 3 clusters Score -90502.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -90507.992188 Penalty: 3292.729736
	Iteration 26Q: 3 clusters Score -90507.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -90513.960938 Penalty: 3292.729736
	Iteration 27Q: 3 clusters Score -90513.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90534.570312 Penalty: 3292.729736
	Iteration 28Q: 3 clusters Score -90534.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90541.937500 Penalty: 3292.729736
	Iteration 29Q: 3 clusters Score -90541.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90541.937500 Penalty: 3292.729736
	Iteration 30F: 3 clusters Score -90541.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37437 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126879 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 455 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16669 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 309 members 
Entering Unmasked Estep 
Score: -73857912.000000 Penalty: 115181.742188
Splitting cluster 10 changes total score from -73859480.000000 to -73857912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (44621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Entering Unmasked Estep 
Score: -5862517.500000 Penalty: 2655.078125
	Iteration 0F: 2 clusters Score -5862518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -5832463.500000 Penalty: 5310.156250
	Iteration 0F: 3 clusters Score -5832464 nChanged 20617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -5844053.500000 Penalty: 5310.156250
	Iteration 1F: 3 clusters Score -5844054 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -5844875.500000 Penalty: 5310.156250
	Iteration 2Q: 3 clusters Score -5844876 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -5846150.000000 Penalty: 5310.156250
	Iteration 3F: 3 clusters Score -5846150 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -5848124.500000 Penalty: 5310.156250
	Iteration 4F: 3 clusters Score -5848124 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -5850910.000000 Penalty: 5310.156250
	Iteration 5F: 3 clusters Score -5850910 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -5854152.500000 Penalty: 5310.156250
	Iteration 6F: 3 clusters Score -5854152 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -5856824.000000 Penalty: 5310.156250
	Iteration 7F: 3 clusters Score -5856824 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -5858475.000000 Penalty: 5310.156250
	Iteration 8Q: 3 clusters Score -5858475 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -5859357.500000 Penalty: 5310.156250
	Iteration 9Q: 3 clusters Score -5859358 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -5859764.000000 Penalty: 5310.156250
	Iteration 10Q: 3 clusters Score -5859764 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -5859956.500000 Penalty: 5310.156250
	Iteration 11Q: 3 clusters Score -5859956 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -5860065.000000 Penalty: 5310.156250
	Iteration 12Q: 3 clusters Score -5860065 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -5860152.500000 Penalty: 5310.156250
	Iteration 13Q: 3 clusters Score -5860152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -5860221.000000 Penalty: 5310.156250
	Iteration 14Q: 3 clusters Score -5860221 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -5860251.500000 Penalty: 5310.156250
	Iteration 15Q: 3 clusters Score -5860252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -5860280.000000 Penalty: 5310.156250
	Iteration 16Q: 3 clusters Score -5860280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -5860291.500000 Penalty: 5310.156250
	Iteration 17Q: 3 clusters Score -5860292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -5860301.500000 Penalty: 5310.156250
	Iteration 18Q: 3 clusters Score -5860302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -5860316.500000 Penalty: 5310.156250
	Iteration 19Q: 3 clusters Score -5860316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -5860322.000000 Penalty: 5310.156250
	Iteration 20F: 3 clusters Score -5860322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -5860324.000000 Penalty: 5310.156250
	Iteration 21Q: 3 clusters Score -5860324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -5860329.000000 Penalty: 5310.156250
	Iteration 22Q: 3 clusters Score -5860329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -5860332.000000 Penalty: 5310.156250
	Iteration 23Q: 3 clusters Score -5860332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -5860338.500000 Penalty: 5310.156250
	Iteration 24Q: 3 clusters Score -5860338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -5860345.500000 Penalty: 5310.156250
	Iteration 25Q: 3 clusters Score -5860346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -5860344.500000 Penalty: 5310.156250
	Iteration 26Q: 3 clusters Score -5860344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -5860346.500000 Penalty: 5310.156250
	Iteration 27Q: 3 clusters Score -5860346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -5860344.000000 Penalty: 5310.156250
	Iteration 28Q: 3 clusters Score -5860344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -5860347.000000 Penalty: 5310.156250
	Iteration 29Q: 3 clusters Score -5860347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -5860349.500000 Penalty: 5310.156250
	Iteration 30Q: 3 clusters Score -5860350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -5860349.500000 Penalty: 5310.156250
	Iteration 31F: 3 clusters Score -5860350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Entering Unmasked Estep 
Score: -1862371.250000 Penalty: 2373.646729
	Iteration 0F: 2 clusters Score -1862371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1851939.000000 Penalty: 4747.293457
	Iteration 0F: 3 clusters Score -1851939 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1855245.625000 Penalty: 4747.293457
	Iteration 1F: 3 clusters Score -1855246 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1855636.750000 Penalty: 4747.293457
	Iteration 2F: 3 clusters Score -1855637 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1855975.375000 Penalty: 4747.293457
	Iteration 3F: 3 clusters Score -1855975 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1856329.500000 Penalty: 4747.293457
	Iteration 4F: 3 clusters Score -1856330 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1856743.125000 Penalty: 4747.293457
	Iteration 5F: 3 clusters Score -1856743 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1857223.500000 Penalty: 4747.293457
	Iteration 6F: 3 clusters Score -1857224 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1857803.250000 Penalty: 4747.293457
	Iteration 7F: 3 clusters Score -1857803 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1858365.750000 Penalty: 4747.293457
	Iteration 8F: 3 clusters Score -1858366 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1858853.375000 Penalty: 4747.293457
	Iteration 9Q: 3 clusters Score -1858853 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1859290.375000 Penalty: 4747.293457
	Iteration 10Q: 3 clusters Score -1859290 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1859617.750000 Penalty: 4747.293457
	Iteration 11Q: 3 clusters Score -1859618 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1859887.875000 Penalty: 4747.293457
	Iteration 12Q: 3 clusters Score -1859888 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1860055.000000 Penalty: 4747.293457
	Iteration 13Q: 3 clusters Score -1860055 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1860161.375000 Penalty: 4747.293457
	Iteration 14Q: 3 clusters Score -1860161 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1860252.250000 Penalty: 4747.293457
	Iteration 15Q: 3 clusters Score -1860252 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1860301.750000 Penalty: 4747.293457
	Iteration 16Q: 3 clusters Score -1860302 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1860352.500000 Penalty: 4747.293457
	Iteration 17Q: 3 clusters Score -1860352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1860381.000000 Penalty: 4747.293457
	Iteration 18Q: 3 clusters Score -1860381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1860403.625000 Penalty: 4747.293457
	Iteration 19Q: 3 clusters Score -1860404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1860425.875000 Penalty: 4747.293457
	Iteration 20F: 3 clusters Score -1860426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1860444.125000 Penalty: 4747.293457
	Iteration 21Q: 3 clusters Score -1860444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1860455.375000 Penalty: 4747.293457
	Iteration 22Q: 3 clusters Score -1860455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1860472.500000 Penalty: 4747.293457
	Iteration 23Q: 3 clusters Score -1860472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1860475.625000 Penalty: 4747.293457
	Iteration 24Q: 3 clusters Score -1860476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1860485.250000 Penalty: 4747.293457
	Iteration 25Q: 3 clusters Score -1860485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1860493.125000 Penalty: 4747.293457
	Iteration 26Q: 3 clusters Score -1860493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1860500.250000 Penalty: 4747.293457
	Iteration 27Q: 3 clusters Score -1860500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1860502.125000 Penalty: 4747.293457
	Iteration 28Q: 3 clusters Score -1860502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1860502.250000 Penalty: 4747.293457
	Iteration 29Q: 3 clusters Score -1860502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1860507.500000 Penalty: 4747.293457
	Iteration 30Q: 3 clusters Score -1860508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1860512.000000 Penalty: 4747.293457
	Iteration 31Q: 3 clusters Score -1860512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1860513.625000 Penalty: 4747.293457
	Iteration 32Q: 3 clusters Score -1860514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1860516.750000 Penalty: 4747.293457
	Iteration 33Q: 3 clusters Score -1860517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1860518.500000 Penalty: 4747.293457
	Iteration 34Q: 3 clusters Score -1860518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1860519.625000 Penalty: 4747.293457
	Iteration 35Q: 3 clusters Score -1860520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1860520.125000 Penalty: 4747.293457
	Iteration 36Q: 3 clusters Score -1860520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1860521.500000 Penalty: 4747.293457
	Iteration 37Q: 3 clusters Score -1860522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1860522.125000 Penalty: 4747.293457
	Iteration 38Q: 3 clusters Score -1860522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1860522.125000 Penalty: 4747.293457
	Iteration 39F: 3 clusters Score -1860522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Entering Unmasked Estep 
Score: -2751326.500000 Penalty: 2470.877930
	Iteration 0F: 2 clusters Score -2751326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2736456.750000 Penalty: 4941.755859
	Iteration 0F: 3 clusters Score -2736457 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2741539.500000 Penalty: 4941.755859
	Iteration 1F: 3 clusters Score -2741540 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2741944.500000 Penalty: 4941.755859
	Iteration 2F: 3 clusters Score -2741944 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2742268.250000 Penalty: 4941.755859
	Iteration 3Q: 3 clusters Score -2742268 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2742546.250000 Penalty: 4941.755859
	Iteration 4Q: 3 clusters Score -2742546 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2742900.750000 Penalty: 4941.755859
	Iteration 5Q: 3 clusters Score -2742901 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2743347.500000 Penalty: 4941.755859
	Iteration 6Q: 3 clusters Score -2743348 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2743910.500000 Penalty: 4941.755859
	Iteration 7Q: 3 clusters Score -2743910 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2744572.500000 Penalty: 4941.755859
	Iteration 8F: 3 clusters Score -2744572 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2745393.000000 Penalty: 4941.755859
	Iteration 9F: 3 clusters Score -2745393 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2746214.250000 Penalty: 4941.755859
	Iteration 10F: 3 clusters Score -2746214 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2746958.750000 Penalty: 4941.755859
	Iteration 11Q: 3 clusters Score -2746959 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2747596.500000 Penalty: 4941.755859
	Iteration 12Q: 3 clusters Score -2747596 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2748203.250000 Penalty: 4941.755859
	Iteration 13Q: 3 clusters Score -2748203 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2748709.500000 Penalty: 4941.755859
	Iteration 14Q: 3 clusters Score -2748710 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2749056.000000 Penalty: 4941.755859
	Iteration 15Q: 3 clusters Score -2749056 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2749341.500000 Penalty: 4941.755859
	Iteration 16Q: 3 clusters Score -2749342 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2749517.500000 Penalty: 4941.755859
	Iteration 17Q: 3 clusters Score -2749518 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2749597.500000 Penalty: 4941.755859
	Iteration 18Q: 3 clusters Score -2749598 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2749670.250000 Penalty: 4941.755859
	Iteration 19Q: 3 clusters Score -2749670 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2749753.750000 Penalty: 4941.755859
	Iteration 20F: 3 clusters Score -2749754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2749831.000000 Penalty: 4941.755859
	Iteration 21Q: 3 clusters Score -2749831 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2749900.000000 Penalty: 4941.755859
	Iteration 22Q: 3 clusters Score -2749900 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2749944.750000 Penalty: 4941.755859
	Iteration 23Q: 3 clusters Score -2749945 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2749973.750000 Penalty: 4941.755859
	Iteration 24Q: 3 clusters Score -2749974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2749990.500000 Penalty: 4941.755859
	Iteration 25Q: 3 clusters Score -2749990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2750003.250000 Penalty: 4941.755859
	Iteration 26Q: 3 clusters Score -2750003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2750019.500000 Penalty: 4941.755859
	Iteration 27Q: 3 clusters Score -2750020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2750024.250000 Penalty: 4941.755859
	Iteration 28Q: 3 clusters Score -2750024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2750033.500000 Penalty: 4941.755859
	Iteration 29Q: 3 clusters Score -2750034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2750042.500000 Penalty: 4941.755859
	Iteration 30Q: 3 clusters Score -2750042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2750039.000000 Penalty: 4941.755859
	Iteration 31Q: 3 clusters Score -2750039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2750041.500000 Penalty: 4941.755859
	Iteration 32Q: 3 clusters Score -2750042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2750045.500000 Penalty: 4941.755859
	Iteration 33Q: 3 clusters Score -2750046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2750043.000000 Penalty: 4941.755859
	Iteration 34Q: 3 clusters Score -2750043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2750052.750000 Penalty: 4941.755859
	Iteration 35F: 3 clusters Score -2750053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2750055.500000 Penalty: 4941.755859
	Iteration 36Q: 3 clusters Score -2750056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2750056.750000 Penalty: 4941.755859
	Iteration 37Q: 3 clusters Score -2750057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2750063.000000 Penalty: 4941.755859
	Iteration 38Q: 3 clusters Score -2750063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2750068.000000 Penalty: 4941.755859
	Iteration 39Q: 3 clusters Score -2750068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2750073.750000 Penalty: 4941.755859
	Iteration 40F: 3 clusters Score -2750074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2750077.750000 Penalty: 4941.755859
	Iteration 41Q: 3 clusters Score -2750078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2750080.250000 Penalty: 4941.755859
	Iteration 42Q: 3 clusters Score -2750080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2750081.000000 Penalty: 4941.755859
	Iteration 43Q: 3 clusters Score -2750081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2750090.000000 Penalty: 4941.755859
	Iteration 44Q: 3 clusters Score -2750090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2750092.250000 Penalty: 4941.755859
	Iteration 45Q: 3 clusters Score -2750092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2750095.500000 Penalty: 4941.755859
	Iteration 46Q: 3 clusters Score -2750096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2750096.750000 Penalty: 4941.755859
	Iteration 47Q: 3 clusters Score -2750097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2750103.250000 Penalty: 4941.755859
	Iteration 48Q: 3 clusters Score -2750103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2750105.750000 Penalty: 4941.755859
	Iteration 49Q: 3 clusters Score -2750106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2750101.250000 Penalty: 4941.755859
	Iteration 50Q: 3 clusters Score -2750101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2750103.500000 Penalty: 4941.755859
	Iteration 51Q: 3 clusters Score -2750104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2750104.000000 Penalty: 4941.755859
	Iteration 52Q: 3 clusters Score -2750104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2750105.250000 Penalty: 4941.755859
	Iteration 53Q: 3 clusters Score -2750105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2750106.750000 Penalty: 4941.755859
	Iteration 54Q: 3 clusters Score -2750107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2750111.000000 Penalty: 4941.755859
	Iteration 55Q: 3 clusters Score -2750111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2750109.750000 Penalty: 4941.755859
	Iteration 56Q: 3 clusters Score -2750110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2750107.000000 Penalty: 4941.755859
	Iteration 57Q: 3 clusters Score -2750107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2750110.250000 Penalty: 4941.755859
	Iteration 58Q: 3 clusters Score -2750110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2750108.500000 Penalty: 4941.755859
	Iteration 59Q: 3 clusters Score -2750108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2750110.750000 Penalty: 4941.755859
	Iteration 60F: 3 clusters Score -2750111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2750111.250000 Penalty: 4941.755859
	Iteration 61Q: 3 clusters Score -2750111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2750111.250000 Penalty: 4941.755859
	Iteration 62F: 3 clusters Score -2750111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Entering Unmasked Estep 
Score: -3120882.000000 Penalty: 2498.923828
	Iteration 0F: 2 clusters Score -3120882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -3104352.250000 Penalty: 4997.847656
	Iteration 0F: 3 clusters Score -3104352 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3110242.250000 Penalty: 4997.847656
	Iteration 1F: 3 clusters Score -3110242 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -3110975.500000 Penalty: 4997.847656
	Iteration 2F: 3 clusters Score -3110976 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3111780.750000 Penalty: 4997.847656
	Iteration 3F: 3 clusters Score -3111781 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -3112602.000000 Penalty: 4997.847656
	Iteration 4F: 3 clusters Score -3112602 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -3113395.250000 Penalty: 4997.847656
	Iteration 5F: 3 clusters Score -3113395 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -3114025.500000 Penalty: 4997.847656
	Iteration 6F: 3 clusters Score -3114026 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -3114524.000000 Penalty: 4997.847656
	Iteration 7Q: 3 clusters Score -3114524 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -3114921.250000 Penalty: 4997.847656
	Iteration 8Q: 3 clusters Score -3114921 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3115248.250000 Penalty: 4997.847656
	Iteration 9Q: 3 clusters Score -3115248 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3115571.750000 Penalty: 4997.847656
	Iteration 10Q: 3 clusters Score -3115572 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3115920.500000 Penalty: 4997.847656
	Iteration 11Q: 3 clusters Score -3115920 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -3116264.500000 Penalty: 4997.847656
	Iteration 12Q: 3 clusters Score -3116264 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3116617.750000 Penalty: 4997.847656
	Iteration 13Q: 3 clusters Score -3116618 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3116996.250000 Penalty: 4997.847656
	Iteration 14Q: 3 clusters Score -3116996 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3117393.250000 Penalty: 4997.847656
	Iteration 15Q: 3 clusters Score -3117393 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -3117785.500000 Penalty: 4997.847656
	Iteration 16Q: 3 clusters Score -3117786 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -3118205.500000 Penalty: 4997.847656
	Iteration 17Q: 3 clusters Score -3118206 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3118682.750000 Penalty: 4997.847656
	Iteration 18Q: 3 clusters Score -3118683 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -3119111.750000 Penalty: 4997.847656
	Iteration 19Q: 3 clusters Score -3119112 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -3119486.500000 Penalty: 4997.847656
	Iteration 20F: 3 clusters Score -3119486 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3119761.000000 Penalty: 4997.847656
	Iteration 21Q: 3 clusters Score -3119761 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3119967.250000 Penalty: 4997.847656
	Iteration 22Q: 3 clusters Score -3119967 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -3120134.750000 Penalty: 4997.847656
	Iteration 23Q: 3 clusters Score -3120135 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3120257.500000 Penalty: 4997.847656
	Iteration 24Q: 3 clusters Score -3120258 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -3120384.000000 Penalty: 4997.847656
	Iteration 25Q: 3 clusters Score -3120384 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3120465.250000 Penalty: 4997.847656
	Iteration 26Q: 3 clusters Score -3120465 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -3120558.750000 Penalty: 4997.847656
	Iteration 27Q: 3 clusters Score -3120559 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3120627.500000 Penalty: 4997.847656
	Iteration 28Q: 3 clusters Score -3120628 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -3120675.500000 Penalty: 4997.847656
	Iteration 29Q: 3 clusters Score -3120676 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -3120701.500000 Penalty: 4997.847656
	Iteration 30Q: 3 clusters Score -3120702 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3120737.500000 Penalty: 4997.847656
	Iteration 31Q: 3 clusters Score -3120738 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -3120739.250000 Penalty: 4997.847656
	Iteration 32Q: 3 clusters Score -3120739 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -3120737.000000 Penalty: 4997.847656
	Iteration 33Q: 3 clusters Score -3120737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -3120744.000000 Penalty: 4997.847656
	Iteration 34Q: 3 clusters Score -3120744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -3120752.500000 Penalty: 4997.847656
	Iteration 35Q: 3 clusters Score -3120752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -3120759.750000 Penalty: 4997.847656
	Iteration 36Q: 3 clusters Score -3120760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -3120756.750000 Penalty: 4997.847656
	Iteration 37Q: 3 clusters Score -3120757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -3120761.500000 Penalty: 4997.847656
	Iteration 38Q: 3 clusters Score -3120762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3120762.750000 Penalty: 4997.847656
	Iteration 39Q: 3 clusters Score -3120763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3120760.250000 Penalty: 4997.847656
	Iteration 40F: 3 clusters Score -3120760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -3120759.500000 Penalty: 4997.847656
	Iteration 41Q: 3 clusters Score -3120760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -3120763.250000 Penalty: 4997.847656
	Iteration 42Q: 3 clusters Score -3120763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3120765.000000 Penalty: 4997.847656
	Iteration 43Q: 3 clusters Score -3120765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -3120767.250000 Penalty: 4997.847656
	Iteration 44Q: 3 clusters Score -3120767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -3120769.750000 Penalty: 4997.847656
	Iteration 45Q: 3 clusters Score -3120770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -3120767.500000 Penalty: 4997.847656
	Iteration 46Q: 3 clusters Score -3120768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -3120764.000000 Penalty: 4997.847656
	Iteration 47Q: 3 clusters Score -3120764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -3120767.000000 Penalty: 4997.847656
	Iteration 48Q: 3 clusters Score -3120767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3120764.000000 Penalty: 4997.847656
	Iteration 49Q: 3 clusters Score -3120764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -3120762.500000 Penalty: 4997.847656
	Iteration 50Q: 3 clusters Score -3120762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -3120761.750000 Penalty: 4997.847656
	Iteration 51Q: 3 clusters Score -3120762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -3120759.750000 Penalty: 4997.847656
	Iteration 52Q: 3 clusters Score -3120760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3120761.250000 Penalty: 4997.847656
	Iteration 53Q: 3 clusters Score -3120761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3120764.750000 Penalty: 4997.847656
	Iteration 54Q: 3 clusters Score -3120765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3120765.500000 Penalty: 4997.847656
	Iteration 55Q: 3 clusters Score -3120766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -3120771.500000 Penalty: 4997.847656
	Iteration 56Q: 3 clusters Score -3120772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -3120771.500000 Penalty: 4997.847656
	Iteration 57F: 3 clusters Score -3120772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -53650.460938 Penalty: 1553.794678
	Iteration 0F: 2 clusters Score -53650.46 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 281 members 
Entering Unmasked Estep 
Score: -52340.117188 Penalty: 3107.589355
	Iteration 0F: 3 clusters Score -52340.12 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -52907.960938 Penalty: 3107.589355
	Iteration 1F: 3 clusters Score -52907.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -53287.179688 Penalty: 3107.589355
	Iteration 2F: 3 clusters Score -53287.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -53475.679688 Penalty: 3107.589355
	Iteration 3F: 3 clusters Score -53475.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -53553.335938 Penalty: 3107.589355
	Iteration 4Q: 3 clusters Score -53553.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -53690.902344 Penalty: 3107.589355
	Iteration 5Q: 3 clusters Score -53690.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -53781.429688 Penalty: 3107.589355
	Iteration 6Q: 3 clusters Score -53781.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -53795.320312 Penalty: 3107.589355
	Iteration 7Q: 3 clusters Score -53795.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -53800.531250 Penalty: 3107.589355
	Iteration 8Q: 3 clusters Score -53800.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -53800.531250 Penalty: 3107.589355
	Iteration 9F: 3 clusters Score -53800.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37437 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126879 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 143 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16669 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 383 members 
Entering Unmasked Estep 
Score: -73857920.000000 Penalty: 115181.742188
Splitting cluster 15 changes total score from -73859480.000000 to -73857920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Entering Unmasked Estep 
Score: -278108.656250 Penalty: 1907.190918
	Iteration 0F: 2 clusters Score -278108.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -275397.250000 Penalty: 3814.381836
	Iteration 0F: 3 clusters Score -275397.2 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -275919.656250 Penalty: 3814.381836
	Iteration 1F: 3 clusters Score -275919.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -276089.406250 Penalty: 3814.381836
	Iteration 2F: 3 clusters Score -276089.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -276197.343750 Penalty: 3814.381836
	Iteration 3Q: 3 clusters Score -276197.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -276276.687500 Penalty: 3814.381836
	Iteration 4Q: 3 clusters Score -276276.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -276352.406250 Penalty: 3814.381836
	Iteration 5Q: 3 clusters Score -276352.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -276401.093750 Penalty: 3814.381836
	Iteration 6Q: 3 clusters Score -276401.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -276429.750000 Penalty: 3814.381836
	Iteration 7Q: 3 clusters Score -276429.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -276456.718750 Penalty: 3814.381836
	Iteration 8Q: 3 clusters Score -276456.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -276481.187500 Penalty: 3814.381836
	Iteration 9Q: 3 clusters Score -276481.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -276499.625000 Penalty: 3814.381836
	Iteration 10Q: 3 clusters Score -276499.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -276519.093750 Penalty: 3814.381836
	Iteration 11Q: 3 clusters Score -276519.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -276531.093750 Penalty: 3814.381836
	Iteration 12Q: 3 clusters Score -276531.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -276542.031250 Penalty: 3814.381836
	Iteration 13Q: 3 clusters Score -276542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -276548.937500 Penalty: 3814.381836
	Iteration 14Q: 3 clusters Score -276548.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -276555.500000 Penalty: 3814.381836
	Iteration 15Q: 3 clusters Score -276555.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -276560.468750 Penalty: 3814.381836
	Iteration 16Q: 3 clusters Score -276560.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -276564.812500 Penalty: 3814.381836
	Iteration 17Q: 3 clusters Score -276564.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -276568.031250 Penalty: 3814.381836
	Iteration 18Q: 3 clusters Score -276568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -276572.062500 Penalty: 3814.381836
	Iteration 19Q: 3 clusters Score -276572.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -276575.593750 Penalty: 3814.381836
	Iteration 20F: 3 clusters Score -276575.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -276576.875000 Penalty: 3814.381836
	Iteration 21Q: 3 clusters Score -276576.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -276578.843750 Penalty: 3814.381836
	Iteration 22Q: 3 clusters Score -276578.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -276579.750000 Penalty: 3814.381836
	Iteration 23Q: 3 clusters Score -276579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -276580.906250 Penalty: 3814.381836
	Iteration 24Q: 3 clusters Score -276580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -276580.781250 Penalty: 3814.381836
	Iteration 25Q: 3 clusters Score -276580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -276580.781250 Penalty: 3814.381836
	Iteration 26F: 3 clusters Score -276580.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Entering Unmasked Estep 
Score: -4384195.500000 Penalty: 2583.252441
	Iteration 0F: 2 clusters Score -4384196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -4361458.000000 Penalty: 5166.504883
	Iteration 0F: 3 clusters Score -4361458 nChanged 15209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -4369602.000000 Penalty: 5166.504883
	Iteration 1F: 3 clusters Score -4369602 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -4370043.000000 Penalty: 5166.504883
	Iteration 2Q: 3 clusters Score -4370043 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -4370426.500000 Penalty: 5166.504883
	Iteration 3Q: 3 clusters Score -4370426 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -4370748.000000 Penalty: 5166.504883
	Iteration 4Q: 3 clusters Score -4370748 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4371120.000000 Penalty: 5166.504883
	Iteration 5Q: 3 clusters Score -4371120 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -4371536.500000 Penalty: 5166.504883
	Iteration 6Q: 3 clusters Score -4371536 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -4372022.500000 Penalty: 5166.504883
	Iteration 7Q: 3 clusters Score -4372022 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -4372707.000000 Penalty: 5166.504883
	Iteration 8Q: 3 clusters Score -4372707 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -4373530.000000 Penalty: 5166.504883
	Iteration 9Q: 3 clusters Score -4373530 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -4374441.500000 Penalty: 5166.504883
	Iteration 10Q: 3 clusters Score -4374442 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -4375314.000000 Penalty: 5166.504883
	Iteration 11Q: 3 clusters Score -4375314 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -4376151.500000 Penalty: 5166.504883
	Iteration 12Q: 3 clusters Score -4376152 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -4376762.500000 Penalty: 5166.504883
	Iteration 13Q: 3 clusters Score -4376762 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -4377228.000000 Penalty: 5166.504883
	Iteration 14Q: 3 clusters Score -4377228 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -4377572.000000 Penalty: 5166.504883
	Iteration 15Q: 3 clusters Score -4377572 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -4377821.000000 Penalty: 5166.504883
	Iteration 16Q: 3 clusters Score -4377821 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -4378026.000000 Penalty: 5166.504883
	Iteration 17Q: 3 clusters Score -4378026 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -4378223.000000 Penalty: 5166.504883
	Iteration 18Q: 3 clusters Score -4378223 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -4378404.000000 Penalty: 5166.504883
	Iteration 19Q: 3 clusters Score -4378404 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -4378594.500000 Penalty: 5166.504883
	Iteration 20F: 3 clusters Score -4378594 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -4378811.000000 Penalty: 5166.504883
	Iteration 21Q: 3 clusters Score -4378811 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -4379056.500000 Penalty: 5166.504883
	Iteration 22Q: 3 clusters Score -4379056 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -4379304.000000 Penalty: 5166.504883
	Iteration 23Q: 3 clusters Score -4379304 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -4379584.000000 Penalty: 5166.504883
	Iteration 24Q: 3 clusters Score -4379584 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -4379901.000000 Penalty: 5166.504883
	Iteration 25Q: 3 clusters Score -4379901 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -4380201.000000 Penalty: 5166.504883
	Iteration 26Q: 3 clusters Score -4380201 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -4380430.500000 Penalty: 5166.504883
	Iteration 27Q: 3 clusters Score -4380430 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -4380686.500000 Penalty: 5166.504883
	Iteration 28Q: 3 clusters Score -4380686 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -4380903.500000 Penalty: 5166.504883
	Iteration 29Q: 3 clusters Score -4380904 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -4381107.500000 Penalty: 5166.504883
	Iteration 30Q: 3 clusters Score -4381108 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -4381254.000000 Penalty: 5166.504883
	Iteration 31Q: 3 clusters Score -4381254 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -4381368.500000 Penalty: 5166.504883
	Iteration 32Q: 3 clusters Score -4381368 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -4381482.000000 Penalty: 5166.504883
	Iteration 33Q: 3 clusters Score -4381482 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -4381563.000000 Penalty: 5166.504883
	Iteration 34Q: 3 clusters Score -4381563 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4381644.000000 Penalty: 5166.504883
	Iteration 35Q: 3 clusters Score -4381644 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -4381699.500000 Penalty: 5166.504883
	Iteration 36Q: 3 clusters Score -4381700 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -4381745.000000 Penalty: 5166.504883
	Iteration 37Q: 3 clusters Score -4381745 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -4381802.500000 Penalty: 5166.504883
	Iteration 38Q: 3 clusters Score -4381802 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -4381862.000000 Penalty: 5166.504883
	Iteration 39Q: 3 clusters Score -4381862 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -4381901.500000 Penalty: 5166.504883
	Iteration 40F: 3 clusters Score -4381902 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -4381936.000000 Penalty: 5166.504883
	Iteration 41Q: 3 clusters Score -4381936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -4381968.500000 Penalty: 5166.504883
	Iteration 42Q: 3 clusters Score -4381968 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -4381991.500000 Penalty: 5166.504883
	Iteration 43Q: 3 clusters Score -4381992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -4382013.000000 Penalty: 5166.504883
	Iteration 44Q: 3 clusters Score -4382013 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -4382038.500000 Penalty: 5166.504883
	Iteration 45Q: 3 clusters Score -4382038 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4382059.500000 Penalty: 5166.504883
	Iteration 46Q: 3 clusters Score -4382060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -4382075.500000 Penalty: 5166.504883
	Iteration 47Q: 3 clusters Score -4382076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -4382091.000000 Penalty: 5166.504883
	Iteration 48Q: 3 clusters Score -4382091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -4382105.000000 Penalty: 5166.504883
	Iteration 49Q: 3 clusters Score -4382105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -4382115.500000 Penalty: 5166.504883
	Iteration 50Q: 3 clusters Score -4382116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -4382132.000000 Penalty: 5166.504883
	Iteration 51Q: 3 clusters Score -4382132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -4382130.500000 Penalty: 5166.504883
	Iteration 52Q: 3 clusters Score -4382130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -4382135.000000 Penalty: 5166.504883
	Iteration 53Q: 3 clusters Score -4382135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -4382141.000000 Penalty: 5166.504883
	Iteration 54Q: 3 clusters Score -4382141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -4382143.000000 Penalty: 5166.504883
	Iteration 55Q: 3 clusters Score -4382143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -4382142.000000 Penalty: 5166.504883
	Iteration 56Q: 3 clusters Score -4382142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -4382144.500000 Penalty: 5166.504883
	Iteration 57Q: 3 clusters Score -4382144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -4382144.500000 Penalty: 5166.504883
	Iteration 58F: 3 clusters Score -4382144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -56134.687500 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -56134.69 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 265 members 
Entering Unmasked Estep 
Score: -54718.394531 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -54718.39 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55085.171875 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -55085.17 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55331.937500 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -55331.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55524.507812 Penalty: 3097.106689
	Iteration 3F: 3 clusters Score -55524.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55735.605469 Penalty: 3097.106689
	Iteration 4F: 3 clusters Score -55735.61 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -56018.324219 Penalty: 3097.106689
	Iteration 5F: 3 clusters Score -56018.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -56100.312500 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -56100.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -56188.691406 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -56188.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -56241.093750 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -56241.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -56291.425781 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -56291.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -56306.175781 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -56306.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -56314.335938 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -56314.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -56314.335938 Penalty: 3097.106689
	Iteration 12F: 3 clusters Score -56314.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37437 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126879 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 378 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16669 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 137 members 
Entering Unmasked Estep 
Score: -73857896.000000 Penalty: 115181.742188
Splitting cluster 18 changes total score from -73859480.000000 to -73857896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Entering Unmasked Estep 
Score: -432005.531250 Penalty: 2031.070190
	Iteration 0F: 2 clusters Score -432005.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -428481.218750 Penalty: 4062.140381
	Iteration 0F: 3 clusters Score -428481.2 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -429552.937500 Penalty: 4062.140381
	Iteration 1F: 3 clusters Score -429552.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -429972.906250 Penalty: 4062.140381
	Iteration 2F: 3 clusters Score -429972.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -430441.625000 Penalty: 4062.140381
	Iteration 3F: 3 clusters Score -430441.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -430815.625000 Penalty: 4062.140381
	Iteration 4F: 3 clusters Score -430815.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -431039.937500 Penalty: 4062.140381
	Iteration 5F: 3 clusters Score -431039.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -431149.093750 Penalty: 4062.140381
	Iteration 6Q: 3 clusters Score -431149.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -431224.281250 Penalty: 4062.140381
	Iteration 7Q: 3 clusters Score -431224.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -431273.906250 Penalty: 4062.140381
	Iteration 8Q: 3 clusters Score -431273.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -431316.968750 Penalty: 4062.140381
	Iteration 9Q: 3 clusters Score -431317 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -431360.750000 Penalty: 4062.140381
	Iteration 10Q: 3 clusters Score -431360.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -431405.250000 Penalty: 4062.140381
	Iteration 11Q: 3 clusters Score -431405.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -431436.500000 Penalty: 4062.140381
	Iteration 12Q: 3 clusters Score -431436.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -431468.281250 Penalty: 4062.140381
	Iteration 13Q: 3 clusters Score -431468.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -431496.218750 Penalty: 4062.140381
	Iteration 14Q: 3 clusters Score -431496.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -431522.593750 Penalty: 4062.140381
	Iteration 15Q: 3 clusters Score -431522.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -431544.781250 Penalty: 4062.140381
	Iteration 16Q: 3 clusters Score -431544.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -431566.625000 Penalty: 4062.140381
	Iteration 17Q: 3 clusters Score -431566.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -431585.156250 Penalty: 4062.140381
	Iteration 18Q: 3 clusters Score -431585.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -431607.875000 Penalty: 4062.140381
	Iteration 19Q: 3 clusters Score -431607.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -431628.781250 Penalty: 4062.140381
	Iteration 20F: 3 clusters Score -431628.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -431651.937500 Penalty: 4062.140381
	Iteration 21Q: 3 clusters Score -431651.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -431669.000000 Penalty: 4062.140381
	Iteration 22Q: 3 clusters Score -431669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -431689.062500 Penalty: 4062.140381
	Iteration 23Q: 3 clusters Score -431689.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -431702.531250 Penalty: 4062.140381
	Iteration 24Q: 3 clusters Score -431702.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -431713.000000 Penalty: 4062.140381
	Iteration 25Q: 3 clusters Score -431713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -431723.031250 Penalty: 4062.140381
	Iteration 26Q: 3 clusters Score -431723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -431730.406250 Penalty: 4062.140381
	Iteration 27Q: 3 clusters Score -431730.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -431735.156250 Penalty: 4062.140381
	Iteration 28Q: 3 clusters Score -431735.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -431746.718750 Penalty: 4062.140381
	Iteration 29Q: 3 clusters Score -431746.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -431751.750000 Penalty: 4062.140381
	Iteration 30Q: 3 clusters Score -431751.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -431754.281250 Penalty: 4062.140381
	Iteration 31Q: 3 clusters Score -431754.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -431757.343750 Penalty: 4062.140381
	Iteration 32Q: 3 clusters Score -431757.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -431758.750000 Penalty: 4062.140381
	Iteration 33Q: 3 clusters Score -431758.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -431758.968750 Penalty: 4062.140381
	Iteration 34Q: 3 clusters Score -431759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -431759.156250 Penalty: 4062.140381
	Iteration 35Q: 3 clusters Score -431759.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -431759.156250 Penalty: 4062.140381
	Iteration 36F: 3 clusters Score -431759.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Entering Unmasked Estep 
Score: -607273.250000 Penalty: 2092.553955
	Iteration 0F: 2 clusters Score -607273.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -602956.187500 Penalty: 4185.107910
	Iteration 0F: 3 clusters Score -602956.2 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -604000.750000 Penalty: 4185.107910
	Iteration 1F: 3 clusters Score -604000.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -604210.937500 Penalty: 4185.107910
	Iteration 2F: 3 clusters Score -604210.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -604347.250000 Penalty: 4185.107910
	Iteration 3Q: 3 clusters Score -604347.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -604453.875000 Penalty: 4185.107910
	Iteration 4Q: 3 clusters Score -604453.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -604523.875000 Penalty: 4185.107910
	Iteration 5Q: 3 clusters Score -604523.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -604586.937500 Penalty: 4185.107910
	Iteration 6Q: 3 clusters Score -604586.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -604655.125000 Penalty: 4185.107910
	Iteration 7Q: 3 clusters Score -604655.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -604712.187500 Penalty: 4185.107910
	Iteration 8Q: 3 clusters Score -604712.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -604757.437500 Penalty: 4185.107910
	Iteration 9Q: 3 clusters Score -604757.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -604795.187500 Penalty: 4185.107910
	Iteration 10Q: 3 clusters Score -604795.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -604820.125000 Penalty: 4185.107910
	Iteration 11Q: 3 clusters Score -604820.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -604842.687500 Penalty: 4185.107910
	Iteration 12Q: 3 clusters Score -604842.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -604863.062500 Penalty: 4185.107910
	Iteration 13Q: 3 clusters Score -604863.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -604884.500000 Penalty: 4185.107910
	Iteration 14Q: 3 clusters Score -604884.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -604908.875000 Penalty: 4185.107910
	Iteration 15Q: 3 clusters Score -604908.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -604931.812500 Penalty: 4185.107910
	Iteration 16Q: 3 clusters Score -604931.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -604949.875000 Penalty: 4185.107910
	Iteration 17Q: 3 clusters Score -604949.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -604967.312500 Penalty: 4185.107910
	Iteration 18Q: 3 clusters Score -604967.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -604980.000000 Penalty: 4185.107910
	Iteration 19Q: 3 clusters Score -604980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -604992.500000 Penalty: 4185.107910
	Iteration 20F: 3 clusters Score -604992.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -605013.562500 Penalty: 4185.107910
	Iteration 21Q: 3 clusters Score -605013.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -605043.125000 Penalty: 4185.107910
	Iteration 22Q: 3 clusters Score -605043.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -605072.250000 Penalty: 4185.107910
	Iteration 23Q: 3 clusters Score -605072.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -605103.937500 Penalty: 4185.107910
	Iteration 24Q: 3 clusters Score -605103.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -605140.125000 Penalty: 4185.107910
	Iteration 25Q: 3 clusters Score -605140.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -605171.875000 Penalty: 4185.107910
	Iteration 26Q: 3 clusters Score -605171.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -605215.062500 Penalty: 4185.107910
	Iteration 27Q: 3 clusters Score -605215.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -605260.250000 Penalty: 4185.107910
	Iteration 28Q: 3 clusters Score -605260.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -605301.437500 Penalty: 4185.107910
	Iteration 29Q: 3 clusters Score -605301.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -605334.250000 Penalty: 4185.107910
	Iteration 30Q: 3 clusters Score -605334.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -605365.312500 Penalty: 4185.107910
	Iteration 31Q: 3 clusters Score -605365.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -605387.687500 Penalty: 4185.107910
	Iteration 32Q: 3 clusters Score -605387.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -605410.187500 Penalty: 4185.107910
	Iteration 33Q: 3 clusters Score -605410.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -605450.375000 Penalty: 4185.107910
	Iteration 34Q: 3 clusters Score -605450.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -605486.062500 Penalty: 4185.107910
	Iteration 35Q: 3 clusters Score -605486.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -605516.250000 Penalty: 4185.107910
	Iteration 36Q: 3 clusters Score -605516.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -605542.062500 Penalty: 4185.107910
	Iteration 37Q: 3 clusters Score -605542.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -605557.687500 Penalty: 4185.107910
	Iteration 38Q: 3 clusters Score -605557.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -605572.750000 Penalty: 4185.107910
	Iteration 39Q: 3 clusters Score -605572.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -605585.750000 Penalty: 4185.107910
	Iteration 40F: 3 clusters Score -605585.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -605594.562500 Penalty: 4185.107910
	Iteration 41Q: 3 clusters Score -605594.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -605603.000000 Penalty: 4185.107910
	Iteration 42Q: 3 clusters Score -605603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -605608.375000 Penalty: 4185.107910
	Iteration 43Q: 3 clusters Score -605608.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -605614.500000 Penalty: 4185.107910
	Iteration 44Q: 3 clusters Score -605614.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -605621.500000 Penalty: 4185.107910
	Iteration 45Q: 3 clusters Score -605621.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -605625.812500 Penalty: 4185.107910
	Iteration 46Q: 3 clusters Score -605625.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -605630.875000 Penalty: 4185.107910
	Iteration 47Q: 3 clusters Score -605630.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -605634.625000 Penalty: 4185.107910
	Iteration 48Q: 3 clusters Score -605634.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -605638.125000 Penalty: 4185.107910
	Iteration 49Q: 3 clusters Score -605638.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -605640.500000 Penalty: 4185.107910
	Iteration 50Q: 3 clusters Score -605640.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -605641.625000 Penalty: 4185.107910
	Iteration 51Q: 3 clusters Score -605641.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -605644.562500 Penalty: 4185.107910
	Iteration 52Q: 3 clusters Score -605644.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -605646.187500 Penalty: 4185.107910
	Iteration 53Q: 3 clusters Score -605646.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -605646.937500 Penalty: 4185.107910
	Iteration 54Q: 3 clusters Score -605646.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -605650.312500 Penalty: 4185.107910
	Iteration 55Q: 3 clusters Score -605650.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -605654.750000 Penalty: 4185.107910
	Iteration 56Q: 3 clusters Score -605654.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -605659.250000 Penalty: 4185.107910
	Iteration 57Q: 3 clusters Score -605659.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -605663.687500 Penalty: 4185.107910
	Iteration 58Q: 3 clusters Score -605663.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -605670.437500 Penalty: 4185.107910
	Iteration 59Q: 3 clusters Score -605670.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -605677.562500 Penalty: 4185.107910
	Iteration 60F: 3 clusters Score -605677.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -605684.500000 Penalty: 4185.107910
	Iteration 61Q: 3 clusters Score -605684.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -605688.000000 Penalty: 4185.107910
	Iteration 62Q: 3 clusters Score -605688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -605691.625000 Penalty: 4185.107910
	Iteration 63Q: 3 clusters Score -605691.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -605694.125000 Penalty: 4185.107910
	Iteration 64Q: 3 clusters Score -605694.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -605696.062500 Penalty: 4185.107910
	Iteration 65Q: 3 clusters Score -605696.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -605697.125000 Penalty: 4185.107910
	Iteration 66Q: 3 clusters Score -605697.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -605699.750000 Penalty: 4185.107910
	Iteration 67Q: 3 clusters Score -605699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -605700.937500 Penalty: 4185.107910
	Iteration 68Q: 3 clusters Score -605700.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -605705.562500 Penalty: 4185.107910
	Iteration 69Q: 3 clusters Score -605705.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -605710.687500 Penalty: 4185.107910
	Iteration 70Q: 3 clusters Score -605710.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -605714.625000 Penalty: 4185.107910
	Iteration 71Q: 3 clusters Score -605714.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -605719.437500 Penalty: 4185.107910
	Iteration 72Q: 3 clusters Score -605719.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -605726.187500 Penalty: 4185.107910
	Iteration 73Q: 3 clusters Score -605726.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -605728.625000 Penalty: 4185.107910
	Iteration 74Q: 3 clusters Score -605728.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -605732.750000 Penalty: 4185.107910
	Iteration 75Q: 3 clusters Score -605732.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -605738.312500 Penalty: 4185.107910
	Iteration 76Q: 3 clusters Score -605738.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -605741.687500 Penalty: 4185.107910
	Iteration 77Q: 3 clusters Score -605741.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -605747.000000 Penalty: 4185.107910
	Iteration 78Q: 3 clusters Score -605747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -605751.062500 Penalty: 4185.107910
	Iteration 79Q: 3 clusters Score -605751.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -605755.687500 Penalty: 4185.107910
	Iteration 80F: 3 clusters Score -605755.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -605759.750000 Penalty: 4185.107910
	Iteration 81Q: 3 clusters Score -605759.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -605764.000000 Penalty: 4185.107910
	Iteration 82Q: 3 clusters Score -605764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -605767.500000 Penalty: 4185.107910
	Iteration 83Q: 3 clusters Score -605767.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -605770.000000 Penalty: 4185.107910
	Iteration 84Q: 3 clusters Score -605770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -605776.562500 Penalty: 4185.107910
	Iteration 85Q: 3 clusters Score -605776.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -605781.312500 Penalty: 4185.107910
	Iteration 86Q: 3 clusters Score -605781.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -605785.125000 Penalty: 4185.107910
	Iteration 87Q: 3 clusters Score -605785.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -605788.187500 Penalty: 4185.107910
	Iteration 88Q: 3 clusters Score -605788.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -605791.375000 Penalty: 4185.107910
	Iteration 89Q: 3 clusters Score -605791.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -605792.750000 Penalty: 4185.107910
	Iteration 90Q: 3 clusters Score -605792.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -605793.687500 Penalty: 4185.107910
	Iteration 91Q: 3 clusters Score -605793.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -605794.125000 Penalty: 4185.107910
	Iteration 92Q: 3 clusters Score -605794.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -605796.187500 Penalty: 4185.107910
	Iteration 93Q: 3 clusters Score -605796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -605795.625000 Penalty: 4185.107910
	Iteration 94Q: 3 clusters Score -605795.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -605797.375000 Penalty: 4185.107910
	Iteration 95Q: 3 clusters Score -605797.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -605798.250000 Penalty: 4185.107910
	Iteration 96Q: 3 clusters Score -605798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -605799.125000 Penalty: 4185.107910
	Iteration 97Q: 3 clusters Score -605799.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -605801.437500 Penalty: 4185.107910
	Iteration 98Q: 3 clusters Score -605801.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -605802.437500 Penalty: 4185.107910
	Iteration 99Q: 3 clusters Score -605802.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -605804.875000 Penalty: 4185.107910
	Iteration 100F: 3 clusters Score -605804.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -605804.562500 Penalty: 4185.107910
	Iteration 101Q: 3 clusters Score -605804.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -605806.312500 Penalty: 4185.107910
	Iteration 102Q: 3 clusters Score -605806.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -605806.312500 Penalty: 4185.107910
	Iteration 103F: 3 clusters Score -605806.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Entering Unmasked Estep 
Score: -864482.625000 Penalty: 2199.471191
	Iteration 0F: 2 clusters Score -864482.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -858632.875000 Penalty: 4398.942383
	Iteration 0F: 3 clusters Score -858632.9 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -860246.187500 Penalty: 4398.942383
	Iteration 1F: 3 clusters Score -860246.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -860603.125000 Penalty: 4398.942383
	Iteration 2F: 3 clusters Score -860603.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -860865.062500 Penalty: 4398.942383
	Iteration 3F: 3 clusters Score -860865.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -861096.875000 Penalty: 4398.942383
	Iteration 4F: 3 clusters Score -861096.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -861322.812500 Penalty: 4398.942383
	Iteration 5Q: 3 clusters Score -861322.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -861535.437500 Penalty: 4398.942383
	Iteration 6Q: 3 clusters Score -861535.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -861738.500000 Penalty: 4398.942383
	Iteration 7Q: 3 clusters Score -861738.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -861936.062500 Penalty: 4398.942383
	Iteration 8Q: 3 clusters Score -861936.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -862110.000000 Penalty: 4398.942383
	Iteration 9Q: 3 clusters Score -862110 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -862257.750000 Penalty: 4398.942383
	Iteration 10Q: 3 clusters Score -862257.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -862356.500000 Penalty: 4398.942383
	Iteration 11Q: 3 clusters Score -862356.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -862424.187500 Penalty: 4398.942383
	Iteration 12Q: 3 clusters Score -862424.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -862473.562500 Penalty: 4398.942383
	Iteration 13Q: 3 clusters Score -862473.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -862512.062500 Penalty: 4398.942383
	Iteration 14Q: 3 clusters Score -862512.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -862537.750000 Penalty: 4398.942383
	Iteration 15Q: 3 clusters Score -862537.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -862565.812500 Penalty: 4398.942383
	Iteration 16Q: 3 clusters Score -862565.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -862586.437500 Penalty: 4398.942383
	Iteration 17Q: 3 clusters Score -862586.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -862602.312500 Penalty: 4398.942383
	Iteration 18Q: 3 clusters Score -862602.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -862620.312500 Penalty: 4398.942383
	Iteration 19Q: 3 clusters Score -862620.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -862632.812500 Penalty: 4398.942383
	Iteration 20F: 3 clusters Score -862632.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -862641.500000 Penalty: 4398.942383
	Iteration 21Q: 3 clusters Score -862641.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -862647.687500 Penalty: 4398.942383
	Iteration 22Q: 3 clusters Score -862647.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -862650.187500 Penalty: 4398.942383
	Iteration 23Q: 3 clusters Score -862650.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -862656.750000 Penalty: 4398.942383
	Iteration 24Q: 3 clusters Score -862656.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -862659.750000 Penalty: 4398.942383
	Iteration 25Q: 3 clusters Score -862659.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -862661.750000 Penalty: 4398.942383
	Iteration 26Q: 3 clusters Score -862661.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -862661.500000 Penalty: 4398.942383
	Iteration 27Q: 3 clusters Score -862661.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -862663.937500 Penalty: 4398.942383
	Iteration 28Q: 3 clusters Score -862663.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -862665.562500 Penalty: 4398.942383
	Iteration 29Q: 3 clusters Score -862665.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -862670.125000 Penalty: 4398.942383
	Iteration 30Q: 3 clusters Score -862670.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -862671.875000 Penalty: 4398.942383
	Iteration 31Q: 3 clusters Score -862671.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -862673.812500 Penalty: 4398.942383
	Iteration 32Q: 3 clusters Score -862673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -862671.375000 Penalty: 4398.942383
	Iteration 33Q: 3 clusters Score -862671.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -862675.250000 Penalty: 4398.942383
	Iteration 34Q: 3 clusters Score -862675.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -862677.437500 Penalty: 4398.942383
	Iteration 35Q: 3 clusters Score -862677.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -862678.625000 Penalty: 4398.942383
	Iteration 36Q: 3 clusters Score -862678.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -862678.750000 Penalty: 4398.942383
	Iteration 37Q: 3 clusters Score -862678.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -862680.187500 Penalty: 4398.942383
	Iteration 38Q: 3 clusters Score -862680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -862680.812500 Penalty: 4398.942383
	Iteration 39Q: 3 clusters Score -862680.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -862682.312500 Penalty: 4398.942383
	Iteration 40F: 3 clusters Score -862682.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -862681.062500 Penalty: 4398.942383
	Iteration 41Q: 3 clusters Score -862681.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -862682.812500 Penalty: 4398.942383
	Iteration 42Q: 3 clusters Score -862682.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -862682.812500 Penalty: 4398.942383
	Iteration 43F: 3 clusters Score -862682.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Entering Unmasked Estep 
Score: -2303599.750000 Penalty: 2425.487061
	Iteration 0F: 2 clusters Score -2303600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2290970.000000 Penalty: 4850.974121
	Iteration 0F: 3 clusters Score -2290970 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2295065.250000 Penalty: 4850.974121
	Iteration 1F: 3 clusters Score -2295065 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2295464.750000 Penalty: 4850.974121
	Iteration 2F: 3 clusters Score -2295465 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2295829.000000 Penalty: 4850.974121
	Iteration 3F: 3 clusters Score -2295829 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2296115.500000 Penalty: 4850.974121
	Iteration 4Q: 3 clusters Score -2296116 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2296348.000000 Penalty: 4850.974121
	Iteration 5Q: 3 clusters Score -2296348 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2296545.500000 Penalty: 4850.974121
	Iteration 6Q: 3 clusters Score -2296546 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2296727.250000 Penalty: 4850.974121
	Iteration 7Q: 3 clusters Score -2296727 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2296862.750000 Penalty: 4850.974121
	Iteration 8Q: 3 clusters Score -2296863 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2297000.250000 Penalty: 4850.974121
	Iteration 9Q: 3 clusters Score -2297000 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2297094.250000 Penalty: 4850.974121
	Iteration 10Q: 3 clusters Score -2297094 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2297193.250000 Penalty: 4850.974121
	Iteration 11Q: 3 clusters Score -2297193 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2297270.000000 Penalty: 4850.974121
	Iteration 12Q: 3 clusters Score -2297270 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2297365.500000 Penalty: 4850.974121
	Iteration 13Q: 3 clusters Score -2297366 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2297467.250000 Penalty: 4850.974121
	Iteration 14Q: 3 clusters Score -2297467 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2297584.500000 Penalty: 4850.974121
	Iteration 15Q: 3 clusters Score -2297584 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2297719.250000 Penalty: 4850.974121
	Iteration 16Q: 3 clusters Score -2297719 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2297880.500000 Penalty: 4850.974121
	Iteration 17Q: 3 clusters Score -2297880 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2298041.000000 Penalty: 4850.974121
	Iteration 18Q: 3 clusters Score -2298041 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2298267.000000 Penalty: 4850.974121
	Iteration 19Q: 3 clusters Score -2298267 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2298546.750000 Penalty: 4850.974121
	Iteration 20F: 3 clusters Score -2298547 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2298904.000000 Penalty: 4850.974121
	Iteration 21Q: 3 clusters Score -2298904 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2299286.750000 Penalty: 4850.974121
	Iteration 22Q: 3 clusters Score -2299287 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2299662.250000 Penalty: 4850.974121
	Iteration 23Q: 3 clusters Score -2299662 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2299955.250000 Penalty: 4850.974121
	Iteration 24Q: 3 clusters Score -2299955 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2300234.250000 Penalty: 4850.974121
	Iteration 25Q: 3 clusters Score -2300234 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2300499.750000 Penalty: 4850.974121
	Iteration 26Q: 3 clusters Score -2300500 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2300701.500000 Penalty: 4850.974121
	Iteration 27Q: 3 clusters Score -2300702 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2300879.500000 Penalty: 4850.974121
	Iteration 28Q: 3 clusters Score -2300880 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2301014.750000 Penalty: 4850.974121
	Iteration 29Q: 3 clusters Score -2301015 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2301120.500000 Penalty: 4850.974121
	Iteration 30Q: 3 clusters Score -2301120 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2301205.250000 Penalty: 4850.974121
	Iteration 31Q: 3 clusters Score -2301205 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2301274.500000 Penalty: 4850.974121
	Iteration 32Q: 3 clusters Score -2301274 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2301338.000000 Penalty: 4850.974121
	Iteration 33Q: 3 clusters Score -2301338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2301383.750000 Penalty: 4850.974121
	Iteration 34Q: 3 clusters Score -2301384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2301417.500000 Penalty: 4850.974121
	Iteration 35Q: 3 clusters Score -2301418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2301444.500000 Penalty: 4850.974121
	Iteration 36Q: 3 clusters Score -2301444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2301466.750000 Penalty: 4850.974121
	Iteration 37Q: 3 clusters Score -2301467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2301489.500000 Penalty: 4850.974121
	Iteration 38Q: 3 clusters Score -2301490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2301506.250000 Penalty: 4850.974121
	Iteration 39Q: 3 clusters Score -2301506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2301521.500000 Penalty: 4850.974121
	Iteration 40F: 3 clusters Score -2301522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2301529.250000 Penalty: 4850.974121
	Iteration 41Q: 3 clusters Score -2301529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2301540.500000 Penalty: 4850.974121
	Iteration 42Q: 3 clusters Score -2301540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2301544.500000 Penalty: 4850.974121
	Iteration 43Q: 3 clusters Score -2301544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2301551.250000 Penalty: 4850.974121
	Iteration 44Q: 3 clusters Score -2301551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2301559.500000 Penalty: 4850.974121
	Iteration 45Q: 3 clusters Score -2301560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2301561.250000 Penalty: 4850.974121
	Iteration 46Q: 3 clusters Score -2301561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2301558.500000 Penalty: 4850.974121
	Iteration 47Q: 3 clusters Score -2301558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2301558.000000 Penalty: 4850.974121
	Iteration 48Q: 3 clusters Score -2301558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2301558.250000 Penalty: 4850.974121
	Iteration 49Q: 3 clusters Score -2301558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2301557.500000 Penalty: 4850.974121
	Iteration 50Q: 3 clusters Score -2301558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2301563.250000 Penalty: 4850.974121
	Iteration 51Q: 3 clusters Score -2301563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2301566.500000 Penalty: 4850.974121
	Iteration 52Q: 3 clusters Score -2301566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2301567.250000 Penalty: 4850.974121
	Iteration 53Q: 3 clusters Score -2301567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2301567.250000 Penalty: 4850.974121
	Iteration 54F: 3 clusters Score -2301567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Entering Unmasked Estep 
Score: -1096517.250000 Penalty: 2246.269775
	Iteration 0F: 2 clusters Score -1096517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1089718.250000 Penalty: 4492.539551
	Iteration 0F: 3 clusters Score -1089718 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1091638.000000 Penalty: 4492.539551
	Iteration 1F: 3 clusters Score -1091638 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1091976.500000 Penalty: 4492.539551
	Iteration 2F: 3 clusters Score -1091976 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1092196.000000 Penalty: 4492.539551
	Iteration 3F: 3 clusters Score -1092196 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1092371.250000 Penalty: 4492.539551
	Iteration 4Q: 3 clusters Score -1092371 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1092520.125000 Penalty: 4492.539551
	Iteration 5Q: 3 clusters Score -1092520 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1092663.125000 Penalty: 4492.539551
	Iteration 6Q: 3 clusters Score -1092663 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1092810.500000 Penalty: 4492.539551
	Iteration 7Q: 3 clusters Score -1092810 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1092964.000000 Penalty: 4492.539551
	Iteration 8Q: 3 clusters Score -1092964 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1093126.625000 Penalty: 4492.539551
	Iteration 9Q: 3 clusters Score -1093127 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1093312.000000 Penalty: 4492.539551
	Iteration 10Q: 3 clusters Score -1093312 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1093495.750000 Penalty: 4492.539551
	Iteration 11Q: 3 clusters Score -1093496 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1093677.500000 Penalty: 4492.539551
	Iteration 12Q: 3 clusters Score -1093678 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1093855.750000 Penalty: 4492.539551
	Iteration 13Q: 3 clusters Score -1093856 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1094047.750000 Penalty: 4492.539551
	Iteration 14Q: 3 clusters Score -1094048 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1094210.625000 Penalty: 4492.539551
	Iteration 15Q: 3 clusters Score -1094211 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1094341.500000 Penalty: 4492.539551
	Iteration 16Q: 3 clusters Score -1094342 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1094442.625000 Penalty: 4492.539551
	Iteration 17Q: 3 clusters Score -1094443 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1094509.875000 Penalty: 4492.539551
	Iteration 18Q: 3 clusters Score -1094510 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1094574.250000 Penalty: 4492.539551
	Iteration 19Q: 3 clusters Score -1094574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1094614.000000 Penalty: 4492.539551
	Iteration 20F: 3 clusters Score -1094614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1094649.500000 Penalty: 4492.539551
	Iteration 21Q: 3 clusters Score -1094650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1094680.500000 Penalty: 4492.539551
	Iteration 22Q: 3 clusters Score -1094680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1094700.750000 Penalty: 4492.539551
	Iteration 23Q: 3 clusters Score -1094701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1094714.500000 Penalty: 4492.539551
	Iteration 24Q: 3 clusters Score -1094714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1094728.375000 Penalty: 4492.539551
	Iteration 25Q: 3 clusters Score -1094728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1094740.750000 Penalty: 4492.539551
	Iteration 26Q: 3 clusters Score -1094741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1094754.125000 Penalty: 4492.539551
	Iteration 27Q: 3 clusters Score -1094754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1094759.375000 Penalty: 4492.539551
	Iteration 28Q: 3 clusters Score -1094759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1094761.125000 Penalty: 4492.539551
	Iteration 29Q: 3 clusters Score -1094761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1094763.500000 Penalty: 4492.539551
	Iteration 30Q: 3 clusters Score -1094764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1094764.500000 Penalty: 4492.539551
	Iteration 31Q: 3 clusters Score -1094764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1094764.500000 Penalty: 4492.539551
	Iteration 32F: 3 clusters Score -1094764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Entering Unmasked Estep 
Score: -2403894.500000 Penalty: 2437.987305
	Iteration 0F: 2 clusters Score -2403894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2390634.250000 Penalty: 4875.974609
	Iteration 0F: 3 clusters Score -2390634 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2395570.500000 Penalty: 4875.974609
	Iteration 1F: 3 clusters Score -2395570 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2396731.500000 Penalty: 4875.974609
	Iteration 2F: 3 clusters Score -2396732 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2398056.000000 Penalty: 4875.974609
	Iteration 3F: 3 clusters Score -2398056 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2399447.000000 Penalty: 4875.974609
	Iteration 4F: 3 clusters Score -2399447 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2400694.500000 Penalty: 4875.974609
	Iteration 5F: 3 clusters Score -2400694 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2401608.750000 Penalty: 4875.974609
	Iteration 6F: 3 clusters Score -2401609 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2402301.000000 Penalty: 4875.974609
	Iteration 7Q: 3 clusters Score -2402301 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2402789.250000 Penalty: 4875.974609
	Iteration 8Q: 3 clusters Score -2402789 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2403143.000000 Penalty: 4875.974609
	Iteration 9Q: 3 clusters Score -2403143 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2403350.250000 Penalty: 4875.974609
	Iteration 10Q: 3 clusters Score -2403350 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2403441.250000 Penalty: 4875.974609
	Iteration 11Q: 3 clusters Score -2403441 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2403483.750000 Penalty: 4875.974609
	Iteration 12Q: 3 clusters Score -2403484 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2403498.750000 Penalty: 4875.974609
	Iteration 13Q: 3 clusters Score -2403499 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2403513.250000 Penalty: 4875.974609
	Iteration 14Q: 3 clusters Score -2403513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2403521.000000 Penalty: 4875.974609
	Iteration 15Q: 3 clusters Score -2403521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2403525.000000 Penalty: 4875.974609
	Iteration 16Q: 3 clusters Score -2403525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2403530.750000 Penalty: 4875.974609
	Iteration 17Q: 3 clusters Score -2403531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2403541.000000 Penalty: 4875.974609
	Iteration 18Q: 3 clusters Score -2403541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2403548.000000 Penalty: 4875.974609
	Iteration 19Q: 3 clusters Score -2403548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2403546.750000 Penalty: 4875.974609
	Iteration 20F: 3 clusters Score -2403547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2403551.500000 Penalty: 4875.974609
	Iteration 21Q: 3 clusters Score -2403552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2403553.000000 Penalty: 4875.974609
	Iteration 22Q: 3 clusters Score -2403553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2403554.000000 Penalty: 4875.974609
	Iteration 23Q: 3 clusters Score -2403554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2403552.750000 Penalty: 4875.974609
	Iteration 24Q: 3 clusters Score -2403553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2403557.750000 Penalty: 4875.974609
	Iteration 25Q: 3 clusters Score -2403558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2403557.500000 Penalty: 4875.974609
	Iteration 26Q: 3 clusters Score -2403558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2403561.250000 Penalty: 4875.974609
	Iteration 27Q: 3 clusters Score -2403561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2403560.250000 Penalty: 4875.974609
	Iteration 28Q: 3 clusters Score -2403560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2403560.750000 Penalty: 4875.974609
	Iteration 29Q: 3 clusters Score -2403561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2403560.750000 Penalty: 4875.974609
	Iteration 30F: 3 clusters Score -2403561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -42130.265625 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -42130.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40833.957031 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -40833.96 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41141.328125 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -41141.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41466.394531 Penalty: 2957.935303
	Iteration 2F: 3 clusters Score -41466.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -41961.031250 Penalty: 2957.935303
	Iteration 3F: 3 clusters Score -41961.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -42066.714844 Penalty: 2957.935303
	Iteration 4F: 3 clusters Score -42066.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -42104.929688 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -42104.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -42135.679688 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -42135.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -42143.691406 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -42143.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -42143.691406 Penalty: 2957.935303
	Iteration 8F: 3 clusters Score -42143.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37437 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126879 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 290 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16669 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 99 members 
Entering Unmasked Estep 
Score: -73857704.000000 Penalty: 115181.742188
Splitting cluster 25 changes total score from -73859480.000000 to -73857704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -299236.781250 Penalty: 1917.083374
	Iteration 0F: 2 clusters Score -299236.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -296443.406250 Penalty: 3834.166748
	Iteration 0F: 3 clusters Score -296443.4 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -296941.812500 Penalty: 3834.166748
	Iteration 1F: 3 clusters Score -296941.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -297089.500000 Penalty: 3834.166748
	Iteration 2F: 3 clusters Score -297089.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -297169.375000 Penalty: 3834.166748
	Iteration 3Q: 3 clusters Score -297169.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -297219.343750 Penalty: 3834.166748
	Iteration 4Q: 3 clusters Score -297219.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -297247.343750 Penalty: 3834.166748
	Iteration 5Q: 3 clusters Score -297247.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -297268.781250 Penalty: 3834.166748
	Iteration 6Q: 3 clusters Score -297268.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -297290.000000 Penalty: 3834.166748
	Iteration 7Q: 3 clusters Score -297290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -297309.031250 Penalty: 3834.166748
	Iteration 8Q: 3 clusters Score -297309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -297323.468750 Penalty: 3834.166748
	Iteration 9Q: 3 clusters Score -297323.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -297338.312500 Penalty: 3834.166748
	Iteration 10Q: 3 clusters Score -297338.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -297360.468750 Penalty: 3834.166748
	Iteration 11Q: 3 clusters Score -297360.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -297374.812500 Penalty: 3834.166748
	Iteration 12Q: 3 clusters Score -297374.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -297384.625000 Penalty: 3834.166748
	Iteration 13Q: 3 clusters Score -297384.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -297392.843750 Penalty: 3834.166748
	Iteration 14Q: 3 clusters Score -297392.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -297399.406250 Penalty: 3834.166748
	Iteration 15Q: 3 clusters Score -297399.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -297403.593750 Penalty: 3834.166748
	Iteration 16Q: 3 clusters Score -297403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -297405.343750 Penalty: 3834.166748
	Iteration 17Q: 3 clusters Score -297405.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -297408.062500 Penalty: 3834.166748
	Iteration 18Q: 3 clusters Score -297408.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -297413.093750 Penalty: 3834.166748
	Iteration 19Q: 3 clusters Score -297413.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -297425.000000 Penalty: 3834.166748
	Iteration 20F: 3 clusters Score -297425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -297439.500000 Penalty: 3834.166748
	Iteration 21Q: 3 clusters Score -297439.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -297454.218750 Penalty: 3834.166748
	Iteration 22Q: 3 clusters Score -297454.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -297463.625000 Penalty: 3834.166748
	Iteration 23Q: 3 clusters Score -297463.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -297471.437500 Penalty: 3834.166748
	Iteration 24Q: 3 clusters Score -297471.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -297482.000000 Penalty: 3834.166748
	Iteration 25Q: 3 clusters Score -297482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -297495.625000 Penalty: 3834.166748
	Iteration 26Q: 3 clusters Score -297495.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -297510.812500 Penalty: 3834.166748
	Iteration 27Q: 3 clusters Score -297510.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -297525.625000 Penalty: 3834.166748
	Iteration 28Q: 3 clusters Score -297525.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -297541.593750 Penalty: 3834.166748
	Iteration 29Q: 3 clusters Score -297541.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -297559.625000 Penalty: 3834.166748
	Iteration 30Q: 3 clusters Score -297559.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -297594.312500 Penalty: 3834.166748
	Iteration 31Q: 3 clusters Score -297594.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -297683.937500 Penalty: 3834.166748
	Iteration 32Q: 3 clusters Score -297683.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -297838.750000 Penalty: 3834.166748
	Iteration 33Q: 3 clusters Score -297838.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -298006.843750 Penalty: 3834.166748
	Iteration 34Q: 3 clusters Score -298006.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -298136.062500 Penalty: 3834.166748
	Iteration 35Q: 3 clusters Score -298136.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -298228.406250 Penalty: 3834.166748
	Iteration 36Q: 3 clusters Score -298228.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -298290.562500 Penalty: 3834.166748
	Iteration 37Q: 3 clusters Score -298290.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -298315.687500 Penalty: 3834.166748
	Iteration 38Q: 3 clusters Score -298315.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -298334.343750 Penalty: 3834.166748
	Iteration 39Q: 3 clusters Score -298334.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -298352.875000 Penalty: 3834.166748
	Iteration 40F: 3 clusters Score -298352.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -298366.000000 Penalty: 3834.166748
	Iteration 41Q: 3 clusters Score -298366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -298375.625000 Penalty: 3834.166748
	Iteration 42Q: 3 clusters Score -298375.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -298381.187500 Penalty: 3834.166748
	Iteration 43Q: 3 clusters Score -298381.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -298389.812500 Penalty: 3834.166748
	Iteration 44Q: 3 clusters Score -298389.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -298400.500000 Penalty: 3834.166748
	Iteration 45Q: 3 clusters Score -298400.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -298403.875000 Penalty: 3834.166748
	Iteration 46Q: 3 clusters Score -298403.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -298409.656250 Penalty: 3834.166748
	Iteration 47Q: 3 clusters Score -298409.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -298414.843750 Penalty: 3834.166748
	Iteration 48Q: 3 clusters Score -298414.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -298418.281250 Penalty: 3834.166748
	Iteration 49Q: 3 clusters Score -298418.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -298424.812500 Penalty: 3834.166748
	Iteration 50Q: 3 clusters Score -298424.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -298425.875000 Penalty: 3834.166748
	Iteration 51Q: 3 clusters Score -298425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -298427.625000 Penalty: 3834.166748
	Iteration 52Q: 3 clusters Score -298427.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -298427.625000 Penalty: 3834.166748
	Iteration 53F: 3 clusters Score -298427.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -111057.703125 Penalty: 1705.057617
	Iteration 0F: 2 clusters Score -111057.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -109222.539062 Penalty: 3410.115234
	Iteration 0F: 3 clusters Score -109222.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -109690.687500 Penalty: 3410.115234
	Iteration 1F: 3 clusters Score -109690.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -110126.992188 Penalty: 3410.115234
	Iteration 2F: 3 clusters Score -110127 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -110486.867188 Penalty: 3410.115234
	Iteration 3F: 3 clusters Score -110486.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -110633.515625 Penalty: 3410.115234
	Iteration 4F: 3 clusters Score -110633.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110774.109375 Penalty: 3410.115234
	Iteration 5Q: 3 clusters Score -110774.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -110958.296875 Penalty: 3410.115234
	Iteration 6Q: 3 clusters Score -110958.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -111150.367188 Penalty: 3410.115234
	Iteration 7Q: 3 clusters Score -111150.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111451.609375 Penalty: 3410.115234
	Iteration 8F: 3 clusters Score -111451.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -111905.335938 Penalty: 3410.115234
	Iteration 9F: 3 clusters Score -111905.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -112372.671875 Penalty: 3410.115234
	Iteration 10F: 3 clusters Score -112372.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -112549.312500 Penalty: 3410.115234
	Iteration 11Q: 3 clusters Score -112549.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -112775.453125 Penalty: 3410.115234
	Iteration 12Q: 3 clusters Score -112775.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -112877.742188 Penalty: 3410.115234
	Iteration 13Q: 3 clusters Score -112877.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112917.398438 Penalty: 3410.115234
	Iteration 14Q: 3 clusters Score -112917.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -112921.078125 Penalty: 3410.115234
	Iteration 15Q: 3 clusters Score -112921.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -112921.078125 Penalty: 3410.115234
	Iteration 16F: 3 clusters Score -112921.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37437 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126879 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 585 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16669 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 383 members 
Entering Unmasked Estep 
Score: -73859704.000000 Penalty: 115181.742188
Splitting cluster 27 changes total score from -73859480.000000 to -73859704.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 28 (20303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Entering Unmasked Estep 
Score: -2631909.500000 Penalty: 2459.793945
	Iteration 0F: 2 clusters Score -2631910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2617533.750000 Penalty: 4919.587891
	Iteration 0F: 3 clusters Score -2617534 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2622389.750000 Penalty: 4919.587891
	Iteration 1F: 3 clusters Score -2622390 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2622936.500000 Penalty: 4919.587891
	Iteration 2F: 3 clusters Score -2622936 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2623526.250000 Penalty: 4919.587891
	Iteration 3F: 3 clusters Score -2623526 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2624318.250000 Penalty: 4919.587891
	Iteration 4F: 3 clusters Score -2624318 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2625195.500000 Penalty: 4919.587891
	Iteration 5F: 3 clusters Score -2625196 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2626123.500000 Penalty: 4919.587891
	Iteration 6F: 3 clusters Score -2626124 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2626989.500000 Penalty: 4919.587891
	Iteration 7F: 3 clusters Score -2626990 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2627829.250000 Penalty: 4919.587891
	Iteration 8F: 3 clusters Score -2627829 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2628700.250000 Penalty: 4919.587891
	Iteration 9Q: 3 clusters Score -2628700 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2629541.500000 Penalty: 4919.587891
	Iteration 10Q: 3 clusters Score -2629542 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2630155.500000 Penalty: 4919.587891
	Iteration 11Q: 3 clusters Score -2630156 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2630474.750000 Penalty: 4919.587891
	Iteration 12Q: 3 clusters Score -2630475 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2630615.250000 Penalty: 4919.587891
	Iteration 13Q: 3 clusters Score -2630615 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2630680.500000 Penalty: 4919.587891
	Iteration 14Q: 3 clusters Score -2630680 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2630723.250000 Penalty: 4919.587891
	Iteration 15Q: 3 clusters Score -2630723 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2630751.750000 Penalty: 4919.587891
	Iteration 16Q: 3 clusters Score -2630752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2630760.500000 Penalty: 4919.587891
	Iteration 17Q: 3 clusters Score -2630760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2630767.750000 Penalty: 4919.587891
	Iteration 18Q: 3 clusters Score -2630768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2630779.250000 Penalty: 4919.587891
	Iteration 19Q: 3 clusters Score -2630779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2630789.000000 Penalty: 4919.587891
	Iteration 20F: 3 clusters Score -2630789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2630798.250000 Penalty: 4919.587891
	Iteration 21Q: 3 clusters Score -2630798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2630805.000000 Penalty: 4919.587891
	Iteration 22Q: 3 clusters Score -2630805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2630808.750000 Penalty: 4919.587891
	Iteration 23Q: 3 clusters Score -2630809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2630806.500000 Penalty: 4919.587891
	Iteration 24Q: 3 clusters Score -2630806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2630805.000000 Penalty: 4919.587891
	Iteration 25Q: 3 clusters Score -2630805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2630804.250000 Penalty: 4919.587891
	Iteration 26Q: 3 clusters Score -2630804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2630806.750000 Penalty: 4919.587891
	Iteration 27Q: 3 clusters Score -2630807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2630812.500000 Penalty: 4919.587891
	Iteration 28Q: 3 clusters Score -2630812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2630812.500000 Penalty: 4919.587891
	Iteration 29Q: 3 clusters Score -2630812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2630814.500000 Penalty: 4919.587891
	Iteration 30Q: 3 clusters Score -2630814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2630813.250000 Penalty: 4919.587891
	Iteration 31Q: 3 clusters Score -2630813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2630813.250000 Penalty: 4919.587891
	Iteration 32F: 3 clusters Score -2630813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Entering Unmasked Estep 
Score: -668906.875000 Penalty: 2120.411865
	Iteration 0F: 2 clusters Score -668906.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -664292.750000 Penalty: 4240.823730
	Iteration 0F: 3 clusters Score -664292.8 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -665364.750000 Penalty: 4240.823730
	Iteration 1F: 3 clusters Score -665364.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -665539.312500 Penalty: 4240.823730
	Iteration 2F: 3 clusters Score -665539.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -665663.062500 Penalty: 4240.823730
	Iteration 3Q: 3 clusters Score -665663.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -665757.625000 Penalty: 4240.823730
	Iteration 4Q: 3 clusters Score -665757.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -665840.312500 Penalty: 4240.823730
	Iteration 5Q: 3 clusters Score -665840.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -665908.937500 Penalty: 4240.823730
	Iteration 6Q: 3 clusters Score -665908.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -665965.937500 Penalty: 4240.823730
	Iteration 7Q: 3 clusters Score -665965.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -666022.687500 Penalty: 4240.823730
	Iteration 8Q: 3 clusters Score -666022.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -666069.875000 Penalty: 4240.823730
	Iteration 9Q: 3 clusters Score -666069.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -666108.000000 Penalty: 4240.823730
	Iteration 10Q: 3 clusters Score -666108 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -666138.312500 Penalty: 4240.823730
	Iteration 11Q: 3 clusters Score -666138.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -666171.437500 Penalty: 4240.823730
	Iteration 12Q: 3 clusters Score -666171.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -666198.187500 Penalty: 4240.823730
	Iteration 13Q: 3 clusters Score -666198.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -666219.750000 Penalty: 4240.823730
	Iteration 14Q: 3 clusters Score -666219.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -666235.500000 Penalty: 4240.823730
	Iteration 15Q: 3 clusters Score -666235.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -666251.750000 Penalty: 4240.823730
	Iteration 16Q: 3 clusters Score -666251.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -666266.500000 Penalty: 4240.823730
	Iteration 17Q: 3 clusters Score -666266.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -666278.187500 Penalty: 4240.823730
	Iteration 18Q: 3 clusters Score -666278.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -666286.312500 Penalty: 4240.823730
	Iteration 19Q: 3 clusters Score -666286.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -666295.562500 Penalty: 4240.823730
	Iteration 20F: 3 clusters Score -666295.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -666306.375000 Penalty: 4240.823730
	Iteration 21Q: 3 clusters Score -666306.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -666315.437500 Penalty: 4240.823730
	Iteration 22Q: 3 clusters Score -666315.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -666324.125000 Penalty: 4240.823730
	Iteration 23Q: 3 clusters Score -666324.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -666331.562500 Penalty: 4240.823730
	Iteration 24Q: 3 clusters Score -666331.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -666339.125000 Penalty: 4240.823730
	Iteration 25Q: 3 clusters Score -666339.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -666347.750000 Penalty: 4240.823730
	Iteration 26Q: 3 clusters Score -666347.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -666353.250000 Penalty: 4240.823730
	Iteration 27Q: 3 clusters Score -666353.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -666356.062500 Penalty: 4240.823730
	Iteration 28Q: 3 clusters Score -666356.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -666359.187500 Penalty: 4240.823730
	Iteration 29Q: 3 clusters Score -666359.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -666364.000000 Penalty: 4240.823730
	Iteration 30Q: 3 clusters Score -666364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -666366.375000 Penalty: 4240.823730
	Iteration 31Q: 3 clusters Score -666366.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -666370.625000 Penalty: 4240.823730
	Iteration 32Q: 3 clusters Score -666370.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -666371.937500 Penalty: 4240.823730
	Iteration 33Q: 3 clusters Score -666371.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -666374.875000 Penalty: 4240.823730
	Iteration 34Q: 3 clusters Score -666374.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -666377.500000 Penalty: 4240.823730
	Iteration 35Q: 3 clusters Score -666377.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -666382.187500 Penalty: 4240.823730
	Iteration 36Q: 3 clusters Score -666382.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -666386.750000 Penalty: 4240.823730
	Iteration 37Q: 3 clusters Score -666386.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -666390.687500 Penalty: 4240.823730
	Iteration 38Q: 3 clusters Score -666390.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -666395.812500 Penalty: 4240.823730
	Iteration 39Q: 3 clusters Score -666395.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -666403.062500 Penalty: 4240.823730
	Iteration 40F: 3 clusters Score -666403.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -666406.125000 Penalty: 4240.823730
	Iteration 41Q: 3 clusters Score -666406.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -666412.562500 Penalty: 4240.823730
	Iteration 42Q: 3 clusters Score -666412.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -666414.062500 Penalty: 4240.823730
	Iteration 43Q: 3 clusters Score -666414.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -666416.062500 Penalty: 4240.823730
	Iteration 44Q: 3 clusters Score -666416.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -666418.375000 Penalty: 4240.823730
	Iteration 45Q: 3 clusters Score -666418.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -666420.500000 Penalty: 4240.823730
	Iteration 46Q: 3 clusters Score -666420.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -666422.750000 Penalty: 4240.823730
	Iteration 47Q: 3 clusters Score -666422.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -666426.937500 Penalty: 4240.823730
	Iteration 48Q: 3 clusters Score -666426.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -666427.812500 Penalty: 4240.823730
	Iteration 49Q: 3 clusters Score -666427.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -666428.625000 Penalty: 4240.823730
	Iteration 50Q: 3 clusters Score -666428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -666430.187500 Penalty: 4240.823730
	Iteration 51Q: 3 clusters Score -666430.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -666431.562500 Penalty: 4240.823730
	Iteration 52Q: 3 clusters Score -666431.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -666433.500000 Penalty: 4240.823730
	Iteration 53Q: 3 clusters Score -666433.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -666435.000000 Penalty: 4240.823730
	Iteration 54Q: 3 clusters Score -666435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -666436.875000 Penalty: 4240.823730
	Iteration 55Q: 3 clusters Score -666436.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -666436.187500 Penalty: 4240.823730
	Iteration 56Q: 3 clusters Score -666436.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -666436.750000 Penalty: 4240.823730
	Iteration 57Q: 3 clusters Score -666436.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -666439.937500 Penalty: 4240.823730
	Iteration 58Q: 3 clusters Score -666439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -666439.750000 Penalty: 4240.823730
	Iteration 59Q: 3 clusters Score -666439.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -666440.562500 Penalty: 4240.823730
	Iteration 60F: 3 clusters Score -666440.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -666440.250000 Penalty: 4240.823730
	Iteration 61Q: 3 clusters Score -666440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -666440.375000 Penalty: 4240.823730
	Iteration 62Q: 3 clusters Score -666440.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -666441.562500 Penalty: 4240.823730
	Iteration 63Q: 3 clusters Score -666441.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -666442.750000 Penalty: 4240.823730
	Iteration 64Q: 3 clusters Score -666442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -666443.562500 Penalty: 4240.823730
	Iteration 65Q: 3 clusters Score -666443.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -666444.625000 Penalty: 4240.823730
	Iteration 66Q: 3 clusters Score -666444.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -666443.125000 Penalty: 4240.823730
	Iteration 67Q: 3 clusters Score -666443.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -666443.125000 Penalty: 4240.823730
	Iteration 68F: 3 clusters Score -666443.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -88788.125000 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -88788.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87121.578125 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -87121.58 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -87441.648438 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -87441.65 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -87576.781250 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -87576.78 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -87682.273438 Penalty: 3265.371094
	Iteration 3Q: 3 clusters Score -87682.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -87765.117188 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -87765.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -87852.085938 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -87852.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -87905.382812 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -87905.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -87940.914062 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -87940.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -87983.289062 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -87983.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -87984.007812 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -87984.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -87984.609375 Penalty: 3265.371094
	Iteration 10F: 3 clusters Score -87984.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -87989.148438 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -87989.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -87989.148438 Penalty: 3265.371094
	Iteration 12F: 3 clusters Score -87989.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -334292.562500 Penalty: 1962.825195
	Iteration 0F: 2 clusters Score -334292.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -331148.625000 Penalty: 3925.650391
	Iteration 0F: 3 clusters Score -331148.6 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -331816.312500 Penalty: 3925.650391
	Iteration 1F: 3 clusters Score -331816.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -331984.687500 Penalty: 3925.650391
	Iteration 2F: 3 clusters Score -331984.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -332091.812500 Penalty: 3925.650391
	Iteration 3Q: 3 clusters Score -332091.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -332186.687500 Penalty: 3925.650391
	Iteration 4Q: 3 clusters Score -332186.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -332264.562500 Penalty: 3925.650391
	Iteration 5Q: 3 clusters Score -332264.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -332336.437500 Penalty: 3925.650391
	Iteration 6Q: 3 clusters Score -332336.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -332391.156250 Penalty: 3925.650391
	Iteration 7Q: 3 clusters Score -332391.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -332423.187500 Penalty: 3925.650391
	Iteration 8Q: 3 clusters Score -332423.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -332445.031250 Penalty: 3925.650391
	Iteration 9Q: 3 clusters Score -332445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -332460.125000 Penalty: 3925.650391
	Iteration 10Q: 3 clusters Score -332460.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -332474.031250 Penalty: 3925.650391
	Iteration 11Q: 3 clusters Score -332474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -332489.500000 Penalty: 3925.650391
	Iteration 12Q: 3 clusters Score -332489.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -332502.875000 Penalty: 3925.650391
	Iteration 13Q: 3 clusters Score -332502.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -332512.250000 Penalty: 3925.650391
	Iteration 14Q: 3 clusters Score -332512.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -332520.500000 Penalty: 3925.650391
	Iteration 15Q: 3 clusters Score -332520.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -332527.375000 Penalty: 3925.650391
	Iteration 16Q: 3 clusters Score -332527.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -332531.718750 Penalty: 3925.650391
	Iteration 17Q: 3 clusters Score -332531.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -332534.687500 Penalty: 3925.650391
	Iteration 18Q: 3 clusters Score -332534.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -332538.812500 Penalty: 3925.650391
	Iteration 19Q: 3 clusters Score -332538.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -332541.250000 Penalty: 3925.650391
	Iteration 20F: 3 clusters Score -332541.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -332543.531250 Penalty: 3925.650391
	Iteration 21Q: 3 clusters Score -332543.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -332547.593750 Penalty: 3925.650391
	Iteration 22Q: 3 clusters Score -332547.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -332552.875000 Penalty: 3925.650391
	Iteration 23Q: 3 clusters Score -332552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -332555.093750 Penalty: 3925.650391
	Iteration 24Q: 3 clusters Score -332555.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -332559.375000 Penalty: 3925.650391
	Iteration 25Q: 3 clusters Score -332559.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -332564.437500 Penalty: 3925.650391
	Iteration 26Q: 3 clusters Score -332564.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -332567.656250 Penalty: 3925.650391
	Iteration 27Q: 3 clusters Score -332567.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -332571.218750 Penalty: 3925.650391
	Iteration 28Q: 3 clusters Score -332571.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -332575.562500 Penalty: 3925.650391
	Iteration 29Q: 3 clusters Score -332575.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -332578.843750 Penalty: 3925.650391
	Iteration 30Q: 3 clusters Score -332578.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -332581.625000 Penalty: 3925.650391
	Iteration 31Q: 3 clusters Score -332581.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -332583.718750 Penalty: 3925.650391
	Iteration 32Q: 3 clusters Score -332583.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -332584.125000 Penalty: 3925.650391
	Iteration 33Q: 3 clusters Score -332584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -332584.218750 Penalty: 3925.650391
	Iteration 34Q: 3 clusters Score -332584.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -332585.093750 Penalty: 3925.650391
	Iteration 35Q: 3 clusters Score -332585.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -332585.218750 Penalty: 3925.650391
	Iteration 36Q: 3 clusters Score -332585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -332585.531250 Penalty: 3925.650391
	Iteration 37Q: 3 clusters Score -332585.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -332585.531250 Penalty: 3925.650391
	Iteration 38F: 3 clusters Score -332585.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Entering Unmasked Estep 
Score: -2045185.000000 Penalty: 2410.883789
	Iteration 0F: 2 clusters Score -2045185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2033242.125000 Penalty: 4821.767578
	Iteration 0F: 3 clusters Score -2033242 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2037285.250000 Penalty: 4821.767578
	Iteration 1F: 3 clusters Score -2037285 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2038009.500000 Penalty: 4821.767578
	Iteration 2F: 3 clusters Score -2038010 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2038756.250000 Penalty: 4821.767578
	Iteration 3F: 3 clusters Score -2038756 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2039501.500000 Penalty: 4821.767578
	Iteration 4F: 3 clusters Score -2039502 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2040215.500000 Penalty: 4821.767578
	Iteration 5F: 3 clusters Score -2040216 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2040815.875000 Penalty: 4821.767578
	Iteration 6F: 3 clusters Score -2040816 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2041267.500000 Penalty: 4821.767578
	Iteration 7Q: 3 clusters Score -2041268 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2041636.875000 Penalty: 4821.767578
	Iteration 8Q: 3 clusters Score -2041637 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2041885.250000 Penalty: 4821.767578
	Iteration 9Q: 3 clusters Score -2041885 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2042089.875000 Penalty: 4821.767578
	Iteration 10Q: 3 clusters Score -2042090 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2042235.875000 Penalty: 4821.767578
	Iteration 11Q: 3 clusters Score -2042236 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2042362.000000 Penalty: 4821.767578
	Iteration 12Q: 3 clusters Score -2042362 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2042464.625000 Penalty: 4821.767578
	Iteration 13Q: 3 clusters Score -2042465 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2042532.750000 Penalty: 4821.767578
	Iteration 14Q: 3 clusters Score -2042533 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2042586.750000 Penalty: 4821.767578
	Iteration 15Q: 3 clusters Score -2042587 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2042639.625000 Penalty: 4821.767578
	Iteration 16Q: 3 clusters Score -2042640 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2042690.500000 Penalty: 4821.767578
	Iteration 17Q: 3 clusters Score -2042690 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2042746.125000 Penalty: 4821.767578
	Iteration 18Q: 3 clusters Score -2042746 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2042798.375000 Penalty: 4821.767578
	Iteration 19Q: 3 clusters Score -2042798 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2042846.875000 Penalty: 4821.767578
	Iteration 20F: 3 clusters Score -2042847 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2042894.125000 Penalty: 4821.767578
	Iteration 21Q: 3 clusters Score -2042894 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2042937.000000 Penalty: 4821.767578
	Iteration 22Q: 3 clusters Score -2042937 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2042983.375000 Penalty: 4821.767578
	Iteration 23Q: 3 clusters Score -2042983 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2043031.875000 Penalty: 4821.767578
	Iteration 24Q: 3 clusters Score -2043032 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2043074.375000 Penalty: 4821.767578
	Iteration 25Q: 3 clusters Score -2043074 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2043119.625000 Penalty: 4821.767578
	Iteration 26Q: 3 clusters Score -2043120 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2043164.375000 Penalty: 4821.767578
	Iteration 27Q: 3 clusters Score -2043164 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2043198.500000 Penalty: 4821.767578
	Iteration 28Q: 3 clusters Score -2043198 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2043220.875000 Penalty: 4821.767578
	Iteration 29Q: 3 clusters Score -2043221 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2043251.625000 Penalty: 4821.767578
	Iteration 30Q: 3 clusters Score -2043252 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2043292.500000 Penalty: 4821.767578
	Iteration 31Q: 3 clusters Score -2043292 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2043320.125000 Penalty: 4821.767578
	Iteration 32Q: 3 clusters Score -2043320 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2043350.875000 Penalty: 4821.767578
	Iteration 33Q: 3 clusters Score -2043351 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2043374.250000 Penalty: 4821.767578
	Iteration 34Q: 3 clusters Score -2043374 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2043407.375000 Penalty: 4821.767578
	Iteration 35Q: 3 clusters Score -2043407 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2043429.625000 Penalty: 4821.767578
	Iteration 36Q: 3 clusters Score -2043430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2043441.625000 Penalty: 4821.767578
	Iteration 37Q: 3 clusters Score -2043442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2043461.000000 Penalty: 4821.767578
	Iteration 38Q: 3 clusters Score -2043461 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2043473.250000 Penalty: 4821.767578
	Iteration 39Q: 3 clusters Score -2043473 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2043497.875000 Penalty: 4821.767578
	Iteration 40F: 3 clusters Score -2043498 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2043507.125000 Penalty: 4821.767578
	Iteration 41Q: 3 clusters Score -2043507 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2043528.250000 Penalty: 4821.767578
	Iteration 42Q: 3 clusters Score -2043528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2043540.750000 Penalty: 4821.767578
	Iteration 43Q: 3 clusters Score -2043541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2043551.500000 Penalty: 4821.767578
	Iteration 44Q: 3 clusters Score -2043552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2043557.125000 Penalty: 4821.767578
	Iteration 45Q: 3 clusters Score -2043557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2043560.375000 Penalty: 4821.767578
	Iteration 46Q: 3 clusters Score -2043560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2043562.750000 Penalty: 4821.767578
	Iteration 47Q: 3 clusters Score -2043563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2043567.500000 Penalty: 4821.767578
	Iteration 48Q: 3 clusters Score -2043568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2043572.250000 Penalty: 4821.767578
	Iteration 49Q: 3 clusters Score -2043572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2043573.375000 Penalty: 4821.767578
	Iteration 50Q: 3 clusters Score -2043573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2043576.375000 Penalty: 4821.767578
	Iteration 51Q: 3 clusters Score -2043576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2043577.125000 Penalty: 4821.767578
	Iteration 52Q: 3 clusters Score -2043577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2043582.875000 Penalty: 4821.767578
	Iteration 53Q: 3 clusters Score -2043583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2043585.375000 Penalty: 4821.767578
	Iteration 54Q: 3 clusters Score -2043585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2043591.250000 Penalty: 4821.767578
	Iteration 55Q: 3 clusters Score -2043591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2043592.250000 Penalty: 4821.767578
	Iteration 56Q: 3 clusters Score -2043592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2043592.625000 Penalty: 4821.767578
	Iteration 57Q: 3 clusters Score -2043593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2043594.500000 Penalty: 4821.767578
	Iteration 58Q: 3 clusters Score -2043594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2043598.500000 Penalty: 4821.767578
	Iteration 59Q: 3 clusters Score -2043598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2043594.250000 Penalty: 4821.767578
	Iteration 60F: 3 clusters Score -2043594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2043594.500000 Penalty: 4821.767578
	Iteration 61Q: 3 clusters Score -2043594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2043596.125000 Penalty: 4821.767578
	Iteration 62Q: 3 clusters Score -2043596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2043598.750000 Penalty: 4821.767578
	Iteration 63Q: 3 clusters Score -2043599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2043599.500000 Penalty: 4821.767578
	Iteration 64Q: 3 clusters Score -2043600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2043599.500000 Penalty: 4821.767578
	Iteration 65F: 3 clusters Score -2043600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -244966.812500 Penalty: 1867.026245
	Iteration 0F: 2 clusters Score -244966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -242443.578125 Penalty: 3734.052490
	Iteration 0F: 3 clusters Score -242443.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -242851.875000 Penalty: 3734.052490
	Iteration 1F: 3 clusters Score -242851.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -242966.937500 Penalty: 3734.052490
	Iteration 2F: 3 clusters Score -242966.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -243020.593750 Penalty: 3734.052490
	Iteration 3Q: 3 clusters Score -243020.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -243052.281250 Penalty: 3734.052490
	Iteration 4Q: 3 clusters Score -243052.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -243085.140625 Penalty: 3734.052490
	Iteration 5Q: 3 clusters Score -243085.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -243110.406250 Penalty: 3734.052490
	Iteration 6Q: 3 clusters Score -243110.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -243128.187500 Penalty: 3734.052490
	Iteration 7Q: 3 clusters Score -243128.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -243144.968750 Penalty: 3734.052490
	Iteration 8Q: 3 clusters Score -243145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -243154.390625 Penalty: 3734.052490
	Iteration 9Q: 3 clusters Score -243154.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -243163.281250 Penalty: 3734.052490
	Iteration 10Q: 3 clusters Score -243163.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -243170.718750 Penalty: 3734.052490
	Iteration 11Q: 3 clusters Score -243170.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -243173.312500 Penalty: 3734.052490
	Iteration 12Q: 3 clusters Score -243173.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -243174.921875 Penalty: 3734.052490
	Iteration 13Q: 3 clusters Score -243174.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -243176.234375 Penalty: 3734.052490
	Iteration 14Q: 3 clusters Score -243176.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -243177.062500 Penalty: 3734.052490
	Iteration 15Q: 3 clusters Score -243177.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -243177.062500 Penalty: 3734.052490
	Iteration 16F: 3 clusters Score -243177.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -77805.023438 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -77805.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76188.609375 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -76188.61 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76460.335938 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -76460.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76571.546875 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -76571.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76668.468750 Penalty: 3223.147949
	Iteration 3Q: 3 clusters Score -76668.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76744.210938 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -76744.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76794.765625 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -76794.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76833.000000 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -76833 nChanged 11
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: -76867.664062 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -76867.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76882.023438 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -76882.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76899.976562 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -76899.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76914.992188 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -76914.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76924.671875 Penalty: 3223.147949
	Iteration 11Q: 3 clusters Score -76924.67 nChanged 6
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: -76938.976562 Penalty: 3223.147949
	Iteration 12Q: 3 clusters Score -76938.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76962.140625 Penalty: 3223.147949
	Iteration 13Q: 3 clusters Score -76962.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76982.062500 Penalty: 3223.147949
	Iteration 14Q: 3 clusters Score -76982.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77020.320312 Penalty: 3223.147949
	Iteration 15Q: 3 clusters Score -77020.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -77057.414062 Penalty: 3223.147949
	Iteration 16Q: 3 clusters Score -77057.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -77119.445312 Penalty: 3223.147949
	Iteration 17Q: 3 clusters Score -77119.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77271.367188 Penalty: 3223.147949
	Iteration 18Q: 3 clusters Score -77271.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -77450.468750 Penalty: 3223.147949
	Iteration 19Q: 3 clusters Score -77450.47 nChanged 11
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: -77581.289062 Penalty: 3223.147949
	Iteration 20F: 3 clusters Score -77581.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77685.773438 Penalty: 3223.147949
	Iteration 21Q: 3 clusters Score -77685.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77740.734375 Penalty: 3223.147949
	Iteration 22Q: 3 clusters Score -77740.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -77919.273438 Penalty: 3223.147949
	Iteration 23Q: 3 clusters Score -77919.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78018.750000 Penalty: 3223.147949
	Iteration 24Q: 3 clusters Score -78018.75 nChanged 1
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: -78020.726562 Penalty: 3223.147949
	Iteration 25Q: 3 clusters Score -78020.73 nChanged 0
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: -78020.726562 Penalty: 3223.147949
	Iteration 26F: 3 clusters Score -78020.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37437 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126879 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 585 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16669 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 351 members 
Mstep: Class 35 contains 383 members 
Mstep: Class 36 contains 313 members 
Entering Unmasked Estep 
Score: -73858272.000000 Penalty: 118472.648438
Splitting cluster 34 changes total score from -73859480.000000 to -73858272.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37437 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126879 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 764 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 526 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 585 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16669 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859768.000000 Penalty: 115181.742188
Iteration 117F: 36 clusters Score -7.385977e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37437 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126878 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 737 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3604 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8583 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 608 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16668 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859776.000000 Penalty: 115181.742188
Iteration 118Q: 36 clusters Score -7.385978e+07 nChanged 22
Entering ConstructFrom: 
Score: -73859776.000000 Penalty: 115181.742188
Entering ConstructFrom: 
Trying to split cluster 1 (26495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Entering Unmasked Estep 
Score: -3538106.500000 Penalty: 2525.808350
	Iteration 0F: 2 clusters Score -3538106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3519879.250000 Penalty: 5051.616699
	Iteration 0F: 3 clusters Score -3519879 nChanged 11851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -3526181.750000 Penalty: 5051.616699
	Iteration 1F: 3 clusters Score -3526182 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -3526655.500000 Penalty: 5051.616699
	Iteration 2Q: 3 clusters Score -3526656 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -3527193.000000 Penalty: 5051.616699
	Iteration 3Q: 3 clusters Score -3527193 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3527942.750000 Penalty: 5051.616699
	Iteration 4F: 3 clusters Score -3527943 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3529042.750000 Penalty: 5051.616699
	Iteration 5F: 3 clusters Score -3529043 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -3530629.500000 Penalty: 5051.616699
	Iteration 6F: 3 clusters Score -3530630 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -3532278.250000 Penalty: 5051.616699
	Iteration 7F: 3 clusters Score -3532278 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3533527.750000 Penalty: 5051.616699
	Iteration 8F: 3 clusters Score -3533528 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3534380.750000 Penalty: 5051.616699
	Iteration 9Q: 3 clusters Score -3534381 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3534959.500000 Penalty: 5051.616699
	Iteration 10Q: 3 clusters Score -3534960 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3535350.750000 Penalty: 5051.616699
	Iteration 11Q: 3 clusters Score -3535351 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3535643.750000 Penalty: 5051.616699
	Iteration 12Q: 3 clusters Score -3535644 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3535849.500000 Penalty: 5051.616699
	Iteration 13Q: 3 clusters Score -3535850 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3536020.250000 Penalty: 5051.616699
	Iteration 14Q: 3 clusters Score -3536020 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3536130.500000 Penalty: 5051.616699
	Iteration 15Q: 3 clusters Score -3536130 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3536201.000000 Penalty: 5051.616699
	Iteration 16Q: 3 clusters Score -3536201 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3536250.750000 Penalty: 5051.616699
	Iteration 17Q: 3 clusters Score -3536251 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3536285.500000 Penalty: 5051.616699
	Iteration 18Q: 3 clusters Score -3536286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3536307.000000 Penalty: 5051.616699
	Iteration 19Q: 3 clusters Score -3536307 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3536336.500000 Penalty: 5051.616699
	Iteration 20F: 3 clusters Score -3536336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3536357.750000 Penalty: 5051.616699
	Iteration 21Q: 3 clusters Score -3536358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3536381.000000 Penalty: 5051.616699
	Iteration 22Q: 3 clusters Score -3536381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3536395.250000 Penalty: 5051.616699
	Iteration 23Q: 3 clusters Score -3536395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3536419.250000 Penalty: 5051.616699
	Iteration 24Q: 3 clusters Score -3536419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3536430.500000 Penalty: 5051.616699
	Iteration 25Q: 3 clusters Score -3536430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3536447.250000 Penalty: 5051.616699
	Iteration 26Q: 3 clusters Score -3536447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3536460.000000 Penalty: 5051.616699
	Iteration 27Q: 3 clusters Score -3536460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3536466.750000 Penalty: 5051.616699
	Iteration 28Q: 3 clusters Score -3536467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3536470.750000 Penalty: 5051.616699
	Iteration 29Q: 3 clusters Score -3536471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3536473.250000 Penalty: 5051.616699
	Iteration 30Q: 3 clusters Score -3536473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3536474.000000 Penalty: 5051.616699
	Iteration 31Q: 3 clusters Score -3536474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3536482.750000 Penalty: 5051.616699
	Iteration 32Q: 3 clusters Score -3536483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3536486.500000 Penalty: 5051.616699
	Iteration 33Q: 3 clusters Score -3536486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3536486.750000 Penalty: 5051.616699
	Iteration 34Q: 3 clusters Score -3536487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3536490.000000 Penalty: 5051.616699
	Iteration 35Q: 3 clusters Score -3536490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3536496.250000 Penalty: 5051.616699
	Iteration 36Q: 3 clusters Score -3536496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3536497.000000 Penalty: 5051.616699
	Iteration 37Q: 3 clusters Score -3536497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3536495.000000 Penalty: 5051.616699
	Iteration 38Q: 3 clusters Score -3536495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3536500.250000 Penalty: 5051.616699
	Iteration 39Q: 3 clusters Score -3536500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3536500.250000 Penalty: 5051.616699
	Iteration 40F: 3 clusters Score -3536500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99345 members 
Entering Unmasked Estep 
Score: -13053345.000000 Penalty: 2853.575928
	Iteration 0F: 2 clusters Score -1.305334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -12986837.000000 Penalty: 5707.151855
	Iteration 0F: 3 clusters Score -1.298684e+07 nChanged 47071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -13013603.000000 Penalty: 5707.151855
	Iteration 1F: 3 clusters Score -1.30136e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -13014382.000000 Penalty: 5707.151855
	Iteration 2Q: 3 clusters Score -1.301438e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -13015309.000000 Penalty: 5707.151855
	Iteration 3Q: 3 clusters Score -1.301531e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -13016411.000000 Penalty: 5707.151855
	Iteration 4Q: 3 clusters Score -1.301641e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -13017877.000000 Penalty: 5707.151855
	Iteration 5Q: 3 clusters Score -1.301788e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -13019756.000000 Penalty: 5707.151855
	Iteration 6Q: 3 clusters Score -1.301976e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -13022100.000000 Penalty: 5707.151855
	Iteration 7Q: 3 clusters Score -1.30221e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -13024742.000000 Penalty: 5707.151855
	Iteration 8Q: 3 clusters Score -1.302474e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60972 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -13027434.000000 Penalty: 5707.151855
	Iteration 9F: 3 clusters Score -1.302743e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -13030121.000000 Penalty: 5707.151855
	Iteration 10Q: 3 clusters Score -1.303012e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -13032747.000000 Penalty: 5707.151855
	Iteration 11Q: 3 clusters Score -1.303275e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -13035316.000000 Penalty: 5707.151855
	Iteration 12Q: 3 clusters Score -1.303532e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -13037928.000000 Penalty: 5707.151855
	Iteration 13Q: 3 clusters Score -1.303793e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -13040438.000000 Penalty: 5707.151855
	Iteration 14Q: 3 clusters Score -1.304044e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84359 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -13043018.000000 Penalty: 5707.151855
	Iteration 15Q: 3 clusters Score -1.304302e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88043 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -13045376.000000 Penalty: 5707.151855
	Iteration 16Q: 3 clusters Score -1.304538e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90972 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -13047037.000000 Penalty: 5707.151855
	Iteration 17Q: 3 clusters Score -1.304704e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93209 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -13048290.000000 Penalty: 5707.151855
	Iteration 18Q: 3 clusters Score -1.304829e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94797 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -13049167.000000 Penalty: 5707.151855
	Iteration 19Q: 3 clusters Score -1.304917e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95892 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -13049793.000000 Penalty: 5707.151855
	Iteration 20F: 3 clusters Score -1.304979e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96596 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -13050094.000000 Penalty: 5707.151855
	Iteration 21Q: 3 clusters Score -1.305009e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97060 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -13050342.000000 Penalty: 5707.151855
	Iteration 22Q: 3 clusters Score -1.305034e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -13050525.000000 Penalty: 5707.151855
	Iteration 23Q: 3 clusters Score -1.305052e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97640 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -13050673.000000 Penalty: 5707.151855
	Iteration 24Q: 3 clusters Score -1.305067e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97825 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -13050744.000000 Penalty: 5707.151855
	Iteration 25Q: 3 clusters Score -1.305074e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97949 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -13050806.000000 Penalty: 5707.151855
	Iteration 26Q: 3 clusters Score -1.305081e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98040 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -13050860.000000 Penalty: 5707.151855
	Iteration 27Q: 3 clusters Score -1.305086e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98111 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -13050899.000000 Penalty: 5707.151855
	Iteration 28Q: 3 clusters Score -1.30509e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98157 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -13050933.000000 Penalty: 5707.151855
	Iteration 29Q: 3 clusters Score -1.305093e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98196 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -13050952.000000 Penalty: 5707.151855
	Iteration 30Q: 3 clusters Score -1.305095e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98223 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -13050974.000000 Penalty: 5707.151855
	Iteration 31Q: 3 clusters Score -1.305097e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98239 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -13050973.000000 Penalty: 5707.151855
	Iteration 32Q: 3 clusters Score -1.305097e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98266 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -13050977.000000 Penalty: 5707.151855
	Iteration 33Q: 3 clusters Score -1.305098e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98289 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -13050999.000000 Penalty: 5707.151855
	Iteration 34Q: 3 clusters Score -1.3051e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98310 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -13051014.000000 Penalty: 5707.151855
	Iteration 35Q: 3 clusters Score -1.305101e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98329 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -13051007.000000 Penalty: 5707.151855
	Iteration 36Q: 3 clusters Score -1.305101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98340 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -13051021.000000 Penalty: 5707.151855
	Iteration 37Q: 3 clusters Score -1.305102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98355 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -13051024.000000 Penalty: 5707.151855
	Iteration 38Q: 3 clusters Score -1.305102e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98373 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -13051034.000000 Penalty: 5707.151855
	Iteration 39Q: 3 clusters Score -1.305103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98386 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -13051033.000000 Penalty: 5707.151855
	Iteration 40F: 3 clusters Score -1.305103e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98400 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -13051039.000000 Penalty: 5707.151855
	Iteration 41Q: 3 clusters Score -1.305104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98411 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -13051041.000000 Penalty: 5707.151855
	Iteration 42Q: 3 clusters Score -1.305104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98416 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -13051045.000000 Penalty: 5707.151855
	Iteration 43Q: 3 clusters Score -1.305104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98424 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13051044.000000 Penalty: 5707.151855
	Iteration 44Q: 3 clusters Score -1.305104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98434 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -13051044.000000 Penalty: 5707.151855
	Iteration 45Q: 3 clusters Score -1.305104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98440 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -13051041.000000 Penalty: 5707.151855
	Iteration 46Q: 3 clusters Score -1.305104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98447 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -13051046.000000 Penalty: 5707.151855
	Iteration 47Q: 3 clusters Score -1.305105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98448 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -13051046.000000 Penalty: 5707.151855
	Iteration 48Q: 3 clusters Score -1.305105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98450 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -13051047.000000 Penalty: 5707.151855
	Iteration 49Q: 3 clusters Score -1.305105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98452 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -13051040.000000 Penalty: 5707.151855
	Iteration 50Q: 3 clusters Score -1.305104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98452 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -13051040.000000 Penalty: 5707.151855
	Iteration 51F: 3 clusters Score -1.305104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Entering Unmasked Estep 
Score: -2128310.500000 Penalty: 2422.011963
	Iteration 0F: 2 clusters Score -2128310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2115855.750000 Penalty: 4844.023926
	Iteration 0F: 3 clusters Score -2115856 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2120066.500000 Penalty: 4844.023926
	Iteration 1F: 3 clusters Score -2120066 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2120840.000000 Penalty: 4844.023926
	Iteration 2F: 3 clusters Score -2120840 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2121861.250000 Penalty: 4844.023926
	Iteration 3F: 3 clusters Score -2121861 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2123045.000000 Penalty: 4844.023926
	Iteration 4F: 3 clusters Score -2123045 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2124165.500000 Penalty: 4844.023926
	Iteration 5F: 3 clusters Score -2124166 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2125073.250000 Penalty: 4844.023926
	Iteration 6F: 3 clusters Score -2125073 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2125676.500000 Penalty: 4844.023926
	Iteration 7F: 3 clusters Score -2125676 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2126114.500000 Penalty: 4844.023926
	Iteration 8Q: 3 clusters Score -2126114 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2126407.500000 Penalty: 4844.023926
	Iteration 9Q: 3 clusters Score -2126408 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2126602.750000 Penalty: 4844.023926
	Iteration 10Q: 3 clusters Score -2126603 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2126732.500000 Penalty: 4844.023926
	Iteration 11Q: 3 clusters Score -2126732 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2126823.500000 Penalty: 4844.023926
	Iteration 12Q: 3 clusters Score -2126824 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2126872.750000 Penalty: 4844.023926
	Iteration 13Q: 3 clusters Score -2126873 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2126924.250000 Penalty: 4844.023926
	Iteration 14Q: 3 clusters Score -2126924 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2126991.250000 Penalty: 4844.023926
	Iteration 15Q: 3 clusters Score -2126991 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2127034.750000 Penalty: 4844.023926
	Iteration 16Q: 3 clusters Score -2127035 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2127080.750000 Penalty: 4844.023926
	Iteration 17Q: 3 clusters Score -2127081 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2127130.500000 Penalty: 4844.023926
	Iteration 18Q: 3 clusters Score -2127130 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2127157.500000 Penalty: 4844.023926
	Iteration 19Q: 3 clusters Score -2127158 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2127189.500000 Penalty: 4844.023926
	Iteration 20F: 3 clusters Score -2127190 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2127217.750000 Penalty: 4844.023926
	Iteration 21Q: 3 clusters Score -2127218 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2127244.000000 Penalty: 4844.023926
	Iteration 22Q: 3 clusters Score -2127244 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2127279.250000 Penalty: 4844.023926
	Iteration 23Q: 3 clusters Score -2127279 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2127316.000000 Penalty: 4844.023926
	Iteration 24Q: 3 clusters Score -2127316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2127345.500000 Penalty: 4844.023926
	Iteration 25Q: 3 clusters Score -2127346 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2127360.750000 Penalty: 4844.023926
	Iteration 26Q: 3 clusters Score -2127361 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2127373.750000 Penalty: 4844.023926
	Iteration 27Q: 3 clusters Score -2127374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2127388.750000 Penalty: 4844.023926
	Iteration 28Q: 3 clusters Score -2127389 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2127405.500000 Penalty: 4844.023926
	Iteration 29Q: 3 clusters Score -2127406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2127412.000000 Penalty: 4844.023926
	Iteration 30Q: 3 clusters Score -2127412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2127421.250000 Penalty: 4844.023926
	Iteration 31Q: 3 clusters Score -2127421 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2127425.250000 Penalty: 4844.023926
	Iteration 32Q: 3 clusters Score -2127425 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2127437.000000 Penalty: 4844.023926
	Iteration 33Q: 3 clusters Score -2127437 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2127440.250000 Penalty: 4844.023926
	Iteration 34Q: 3 clusters Score -2127440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2127442.750000 Penalty: 4844.023926
	Iteration 35Q: 3 clusters Score -2127443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2127454.250000 Penalty: 4844.023926
	Iteration 36Q: 3 clusters Score -2127454 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2127464.000000 Penalty: 4844.023926
	Iteration 37Q: 3 clusters Score -2127464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2127477.000000 Penalty: 4844.023926
	Iteration 38Q: 3 clusters Score -2127477 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2127479.250000 Penalty: 4844.023926
	Iteration 39Q: 3 clusters Score -2127479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2127490.750000 Penalty: 4844.023926
	Iteration 40F: 3 clusters Score -2127491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2127491.750000 Penalty: 4844.023926
	Iteration 41Q: 3 clusters Score -2127492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2127493.750000 Penalty: 4844.023926
	Iteration 42Q: 3 clusters Score -2127494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2127499.250000 Penalty: 4844.023926
	Iteration 43Q: 3 clusters Score -2127499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2127498.250000 Penalty: 4844.023926
	Iteration 44Q: 3 clusters Score -2127498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2127502.000000 Penalty: 4844.023926
	Iteration 45Q: 3 clusters Score -2127502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2127504.750000 Penalty: 4844.023926
	Iteration 46Q: 3 clusters Score -2127505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2127514.750000 Penalty: 4844.023926
	Iteration 47Q: 3 clusters Score -2127515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2127524.750000 Penalty: 4844.023926
	Iteration 48Q: 3 clusters Score -2127525 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2127531.500000 Penalty: 4844.023926
	Iteration 49Q: 3 clusters Score -2127532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2127545.250000 Penalty: 4844.023926
	Iteration 50Q: 3 clusters Score -2127545 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2127567.500000 Penalty: 4844.023926
	Iteration 51Q: 3 clusters Score -2127568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2127600.250000 Penalty: 4844.023926
	Iteration 52Q: 3 clusters Score -2127600 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2127626.000000 Penalty: 4844.023926
	Iteration 53Q: 3 clusters Score -2127626 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2127667.250000 Penalty: 4844.023926
	Iteration 54Q: 3 clusters Score -2127667 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2127712.000000 Penalty: 4844.023926
	Iteration 55Q: 3 clusters Score -2127712 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2127749.250000 Penalty: 4844.023926
	Iteration 56Q: 3 clusters Score -2127749 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2127791.500000 Penalty: 4844.023926
	Iteration 57Q: 3 clusters Score -2127792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2127825.750000 Penalty: 4844.023926
	Iteration 58Q: 3 clusters Score -2127826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2127852.500000 Penalty: 4844.023926
	Iteration 59Q: 3 clusters Score -2127852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2127860.750000 Penalty: 4844.023926
	Iteration 60F: 3 clusters Score -2127861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2127869.500000 Penalty: 4844.023926
	Iteration 61Q: 3 clusters Score -2127870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2127871.250000 Penalty: 4844.023926
	Iteration 62Q: 3 clusters Score -2127871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2127878.500000 Penalty: 4844.023926
	Iteration 63Q: 3 clusters Score -2127878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2127882.750000 Penalty: 4844.023926
	Iteration 64Q: 3 clusters Score -2127883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2127880.000000 Penalty: 4844.023926
	Iteration 65Q: 3 clusters Score -2127880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2127881.250000 Penalty: 4844.023926
	Iteration 66Q: 3 clusters Score -2127881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2127884.250000 Penalty: 4844.023926
	Iteration 67Q: 3 clusters Score -2127884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2127884.500000 Penalty: 4844.023926
	Iteration 68Q: 3 clusters Score -2127884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2127884.250000 Penalty: 4844.023926
	Iteration 69Q: 3 clusters Score -2127884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2127884.000000 Penalty: 4844.023926
	Iteration 70Q: 3 clusters Score -2127884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2127884.000000 Penalty: 4844.023926
	Iteration 71F: 3 clusters Score -2127884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Entering Unmasked Estep 
Score: -314035.468750 Penalty: 1933.932007
	Iteration 0F: 2 clusters Score -314035.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -311176.156250 Penalty: 3867.864014
	Iteration 0F: 3 clusters Score -311176.2 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -311713.625000 Penalty: 3867.864014
	Iteration 1F: 3 clusters Score -311713.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -311854.218750 Penalty: 3867.864014
	Iteration 2F: 3 clusters Score -311854.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -311921.937500 Penalty: 3867.864014
	Iteration 3Q: 3 clusters Score -311921.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -311974.312500 Penalty: 3867.864014
	Iteration 4Q: 3 clusters Score -311974.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -312005.000000 Penalty: 3867.864014
	Iteration 5Q: 3 clusters Score -312005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -312020.843750 Penalty: 3867.864014
	Iteration 6Q: 3 clusters Score -312020.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -312034.812500 Penalty: 3867.864014
	Iteration 7Q: 3 clusters Score -312034.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -312041.875000 Penalty: 3867.864014
	Iteration 8Q: 3 clusters Score -312041.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -312047.968750 Penalty: 3867.864014
	Iteration 9Q: 3 clusters Score -312048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -312054.875000 Penalty: 3867.864014
	Iteration 10Q: 3 clusters Score -312054.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -312061.156250 Penalty: 3867.864014
	Iteration 11Q: 3 clusters Score -312061.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -312066.000000 Penalty: 3867.864014
	Iteration 12Q: 3 clusters Score -312066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -312069.250000 Penalty: 3867.864014
	Iteration 13Q: 3 clusters Score -312069.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -312073.718750 Penalty: 3867.864014
	Iteration 14Q: 3 clusters Score -312073.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -312077.468750 Penalty: 3867.864014
	Iteration 15Q: 3 clusters Score -312077.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -312081.437500 Penalty: 3867.864014
	Iteration 16Q: 3 clusters Score -312081.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -312083.937500 Penalty: 3867.864014
	Iteration 17Q: 3 clusters Score -312083.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -312086.718750 Penalty: 3867.864014
	Iteration 18Q: 3 clusters Score -312086.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -312088.906250 Penalty: 3867.864014
	Iteration 19Q: 3 clusters Score -312088.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -312090.156250 Penalty: 3867.864014
	Iteration 20F: 3 clusters Score -312090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -312092.156250 Penalty: 3867.864014
	Iteration 21Q: 3 clusters Score -312092.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -312094.156250 Penalty: 3867.864014
	Iteration 22Q: 3 clusters Score -312094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -312094.375000 Penalty: 3867.864014
	Iteration 23Q: 3 clusters Score -312094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -312095.125000 Penalty: 3867.864014
	Iteration 24Q: 3 clusters Score -312095.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -312097.125000 Penalty: 3867.864014
	Iteration 25Q: 3 clusters Score -312097.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -312100.937500 Penalty: 3867.864014
	Iteration 26Q: 3 clusters Score -312100.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -312101.812500 Penalty: 3867.864014
	Iteration 27Q: 3 clusters Score -312101.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -312101.812500 Penalty: 3867.864014
	Iteration 28F: 3 clusters Score -312101.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Entering Unmasked Estep 
Score: -4942578.500000 Penalty: 2611.536133
	Iteration 0F: 2 clusters Score -4942578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -4917217.500000 Penalty: 5223.072266
	Iteration 0F: 3 clusters Score -4917218 nChanged 17028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -4926590.000000 Penalty: 5223.072266
	Iteration 1F: 3 clusters Score -4926590 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4927058.000000 Penalty: 5223.072266
	Iteration 2Q: 3 clusters Score -4927058 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -4927547.500000 Penalty: 5223.072266
	Iteration 3Q: 3 clusters Score -4927548 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -4928166.500000 Penalty: 5223.072266
	Iteration 4Q: 3 clusters Score -4928166 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -4928910.000000 Penalty: 5223.072266
	Iteration 5Q: 3 clusters Score -4928910 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -4929916.000000 Penalty: 5223.072266
	Iteration 6F: 3 clusters Score -4929916 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -4931201.000000 Penalty: 5223.072266
	Iteration 7F: 3 clusters Score -4931201 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -4932441.000000 Penalty: 5223.072266
	Iteration 8F: 3 clusters Score -4932441 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -4933621.000000 Penalty: 5223.072266
	Iteration 9F: 3 clusters Score -4933621 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -4934476.500000 Penalty: 5223.072266
	Iteration 10Q: 3 clusters Score -4934476 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -4935203.500000 Penalty: 5223.072266
	Iteration 11Q: 3 clusters Score -4935204 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -4935792.000000 Penalty: 5223.072266
	Iteration 12Q: 3 clusters Score -4935792 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -4936335.000000 Penalty: 5223.072266
	Iteration 13Q: 3 clusters Score -4936335 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -4936934.000000 Penalty: 5223.072266
	Iteration 14Q: 3 clusters Score -4936934 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -4937501.000000 Penalty: 5223.072266
	Iteration 15Q: 3 clusters Score -4937501 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -4938041.000000 Penalty: 5223.072266
	Iteration 16Q: 3 clusters Score -4938041 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -4938542.000000 Penalty: 5223.072266
	Iteration 17Q: 3 clusters Score -4938542 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -4938978.000000 Penalty: 5223.072266
	Iteration 18Q: 3 clusters Score -4938978 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -4939358.000000 Penalty: 5223.072266
	Iteration 19Q: 3 clusters Score -4939358 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -4939674.000000 Penalty: 5223.072266
	Iteration 20F: 3 clusters Score -4939674 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -4939868.500000 Penalty: 5223.072266
	Iteration 21Q: 3 clusters Score -4939868 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -4940015.500000 Penalty: 5223.072266
	Iteration 22Q: 3 clusters Score -4940016 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -4940112.500000 Penalty: 5223.072266
	Iteration 23Q: 3 clusters Score -4940112 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -4940201.000000 Penalty: 5223.072266
	Iteration 24Q: 3 clusters Score -4940201 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -4940273.500000 Penalty: 5223.072266
	Iteration 25Q: 3 clusters Score -4940274 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -4940336.500000 Penalty: 5223.072266
	Iteration 26Q: 3 clusters Score -4940336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -4940360.000000 Penalty: 5223.072266
	Iteration 27Q: 3 clusters Score -4940360 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -4940377.000000 Penalty: 5223.072266
	Iteration 28Q: 3 clusters Score -4940377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -4940414.000000 Penalty: 5223.072266
	Iteration 29Q: 3 clusters Score -4940414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -4940435.000000 Penalty: 5223.072266
	Iteration 30Q: 3 clusters Score -4940435 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -4940466.500000 Penalty: 5223.072266
	Iteration 31Q: 3 clusters Score -4940466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -4940474.500000 Penalty: 5223.072266
	Iteration 32Q: 3 clusters Score -4940474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -4940495.000000 Penalty: 5223.072266
	Iteration 33Q: 3 clusters Score -4940495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -4940512.000000 Penalty: 5223.072266
	Iteration 34Q: 3 clusters Score -4940512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -4940530.500000 Penalty: 5223.072266
	Iteration 35Q: 3 clusters Score -4940530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -4940543.000000 Penalty: 5223.072266
	Iteration 36Q: 3 clusters Score -4940543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -4940551.500000 Penalty: 5223.072266
	Iteration 37Q: 3 clusters Score -4940552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -4940547.500000 Penalty: 5223.072266
	Iteration 38Q: 3 clusters Score -4940548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -4940558.000000 Penalty: 5223.072266
	Iteration 39Q: 3 clusters Score -4940558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -4940567.000000 Penalty: 5223.072266
	Iteration 40F: 3 clusters Score -4940567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -4940572.000000 Penalty: 5223.072266
	Iteration 41Q: 3 clusters Score -4940572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -4940574.000000 Penalty: 5223.072266
	Iteration 42Q: 3 clusters Score -4940574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -4940578.500000 Penalty: 5223.072266
	Iteration 43Q: 3 clusters Score -4940578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -4940579.500000 Penalty: 5223.072266
	Iteration 44Q: 3 clusters Score -4940580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -4940579.500000 Penalty: 5223.072266
	Iteration 45Q: 3 clusters Score -4940580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -4940583.500000 Penalty: 5223.072266
	Iteration 46Q: 3 clusters Score -4940584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -4940580.000000 Penalty: 5223.072266
	Iteration 47Q: 3 clusters Score -4940580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -4940577.000000 Penalty: 5223.072266
	Iteration 48Q: 3 clusters Score -4940577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -4940578.500000 Penalty: 5223.072266
	Iteration 49Q: 3 clusters Score -4940578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -4940579.000000 Penalty: 5223.072266
	Iteration 50Q: 3 clusters Score -4940579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -4940583.000000 Penalty: 5223.072266
	Iteration 51Q: 3 clusters Score -4940583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -4940584.500000 Penalty: 5223.072266
	Iteration 52Q: 3 clusters Score -4940584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -4940585.500000 Penalty: 5223.072266
	Iteration 53Q: 3 clusters Score -4940586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -4940585.500000 Penalty: 5223.072266
	Iteration 54Q: 3 clusters Score -4940586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -4940587.000000 Penalty: 5223.072266
	Iteration 55Q: 3 clusters Score -4940587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -4940587.000000 Penalty: 5223.072266
	Iteration 56F: 3 clusters Score -4940587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Entering Unmasked Estep 
Score: -487468.250000 Penalty: 2062.502930
	Iteration 0F: 2 clusters Score -487468.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -483591.218750 Penalty: 4125.005859
	Iteration 0F: 3 clusters Score -483591.2 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -484718.375000 Penalty: 4125.005859
	Iteration 1F: 3 clusters Score -484718.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -485204.843750 Penalty: 4125.005859
	Iteration 2F: 3 clusters Score -485204.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -485646.781250 Penalty: 4125.005859
	Iteration 3F: 3 clusters Score -485646.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -485962.968750 Penalty: 4125.005859
	Iteration 4F: 3 clusters Score -485963 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -486213.281250 Penalty: 4125.005859
	Iteration 5F: 3 clusters Score -486213.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -486482.937500 Penalty: 4125.005859
	Iteration 6Q: 3 clusters Score -486482.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -486721.406250 Penalty: 4125.005859
	Iteration 7Q: 3 clusters Score -486721.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -486898.718750 Penalty: 4125.005859
	Iteration 8Q: 3 clusters Score -486898.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -486993.656250 Penalty: 4125.005859
	Iteration 9Q: 3 clusters Score -486993.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -487077.281250 Penalty: 4125.005859
	Iteration 10Q: 3 clusters Score -487077.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -487146.906250 Penalty: 4125.005859
	Iteration 11Q: 3 clusters Score -487146.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -487197.781250 Penalty: 4125.005859
	Iteration 12Q: 3 clusters Score -487197.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -487250.937500 Penalty: 4125.005859
	Iteration 13Q: 3 clusters Score -487250.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -487310.562500 Penalty: 4125.005859
	Iteration 14Q: 3 clusters Score -487310.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -487367.468750 Penalty: 4125.005859
	Iteration 15Q: 3 clusters Score -487367.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -487412.750000 Penalty: 4125.005859
	Iteration 16Q: 3 clusters Score -487412.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -487459.375000 Penalty: 4125.005859
	Iteration 17Q: 3 clusters Score -487459.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -487503.093750 Penalty: 4125.005859
	Iteration 18Q: 3 clusters Score -487503.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -487580.968750 Penalty: 4125.005859
	Iteration 19Q: 3 clusters Score -487581 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -487669.750000 Penalty: 4125.005859
	Iteration 20F: 3 clusters Score -487669.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -487774.406250 Penalty: 4125.005859
	Iteration 21Q: 3 clusters Score -487774.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -487859.031250 Penalty: 4125.005859
	Iteration 22Q: 3 clusters Score -487859 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -487925.937500 Penalty: 4125.005859
	Iteration 23Q: 3 clusters Score -487925.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -487973.281250 Penalty: 4125.005859
	Iteration 24Q: 3 clusters Score -487973.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -488008.250000 Penalty: 4125.005859
	Iteration 25Q: 3 clusters Score -488008.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -488040.812500 Penalty: 4125.005859
	Iteration 26Q: 3 clusters Score -488040.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -488057.718750 Penalty: 4125.005859
	Iteration 27Q: 3 clusters Score -488057.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -488080.906250 Penalty: 4125.005859
	Iteration 28Q: 3 clusters Score -488080.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -488113.375000 Penalty: 4125.005859
	Iteration 29Q: 3 clusters Score -488113.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -488133.687500 Penalty: 4125.005859
	Iteration 30Q: 3 clusters Score -488133.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -488139.343750 Penalty: 4125.005859
	Iteration 31Q: 3 clusters Score -488139.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -488142.218750 Penalty: 4125.005859
	Iteration 32Q: 3 clusters Score -488142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -488146.062500 Penalty: 4125.005859
	Iteration 33Q: 3 clusters Score -488146.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -488146.718750 Penalty: 4125.005859
	Iteration 34Q: 3 clusters Score -488146.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -488146.781250 Penalty: 4125.005859
	Iteration 35Q: 3 clusters Score -488146.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -488147.000000 Penalty: 4125.005859
	Iteration 36Q: 3 clusters Score -488147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -488147.000000 Penalty: 4125.005859
	Iteration 37F: 3 clusters Score -488147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37436 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126878 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16668 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 400 members 
Mstep: Class 36 contains 1747 members 
Entering Unmasked Estep 
Score: -73859296.000000 Penalty: 118472.648438
Splitting cluster 6 changes total score from -73859776.000000 to -73859296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -892204.250000 Penalty: 2183.547119
	Iteration 0F: 2 clusters Score -892204.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -886654.500000 Penalty: 4367.094238
	Iteration 0F: 3 clusters Score -886654.5 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -888071.625000 Penalty: 4367.094238
	Iteration 1F: 3 clusters Score -888071.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -888310.750000 Penalty: 4367.094238
	Iteration 2F: 3 clusters Score -888310.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -888473.812500 Penalty: 4367.094238
	Iteration 3F: 3 clusters Score -888473.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -888588.187500 Penalty: 4367.094238
	Iteration 4Q: 3 clusters Score -888588.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -888679.000000 Penalty: 4367.094238
	Iteration 5Q: 3 clusters Score -888679 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -888756.937500 Penalty: 4367.094238
	Iteration 6Q: 3 clusters Score -888756.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -888820.000000 Penalty: 4367.094238
	Iteration 7Q: 3 clusters Score -888820 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -888876.437500 Penalty: 4367.094238
	Iteration 8Q: 3 clusters Score -888876.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -888935.000000 Penalty: 4367.094238
	Iteration 9Q: 3 clusters Score -888935 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -889005.312500 Penalty: 4367.094238
	Iteration 10Q: 3 clusters Score -889005.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -889069.437500 Penalty: 4367.094238
	Iteration 11Q: 3 clusters Score -889069.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -889147.687500 Penalty: 4367.094238
	Iteration 12Q: 3 clusters Score -889147.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -889230.562500 Penalty: 4367.094238
	Iteration 13Q: 3 clusters Score -889230.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -889319.937500 Penalty: 4367.094238
	Iteration 14Q: 3 clusters Score -889319.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -889423.437500 Penalty: 4367.094238
	Iteration 15Q: 3 clusters Score -889423.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -889528.187500 Penalty: 4367.094238
	Iteration 16Q: 3 clusters Score -889528.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -889643.625000 Penalty: 4367.094238
	Iteration 17Q: 3 clusters Score -889643.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -889773.500000 Penalty: 4367.094238
	Iteration 18Q: 3 clusters Score -889773.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -889898.375000 Penalty: 4367.094238
	Iteration 19Q: 3 clusters Score -889898.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -889989.812500 Penalty: 4367.094238
	Iteration 20F: 3 clusters Score -889989.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -890047.562500 Penalty: 4367.094238
	Iteration 21Q: 3 clusters Score -890047.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -890089.000000 Penalty: 4367.094238
	Iteration 22Q: 3 clusters Score -890089 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -890116.687500 Penalty: 4367.094238
	Iteration 23Q: 3 clusters Score -890116.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -890138.937500 Penalty: 4367.094238
	Iteration 24Q: 3 clusters Score -890138.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -890156.062500 Penalty: 4367.094238
	Iteration 25Q: 3 clusters Score -890156.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -890168.000000 Penalty: 4367.094238
	Iteration 26Q: 3 clusters Score -890168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -890179.937500 Penalty: 4367.094238
	Iteration 27Q: 3 clusters Score -890179.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -890187.625000 Penalty: 4367.094238
	Iteration 28Q: 3 clusters Score -890187.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -890192.875000 Penalty: 4367.094238
	Iteration 29Q: 3 clusters Score -890192.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -890198.125000 Penalty: 4367.094238
	Iteration 30Q: 3 clusters Score -890198.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -890205.125000 Penalty: 4367.094238
	Iteration 31Q: 3 clusters Score -890205.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -890210.875000 Penalty: 4367.094238
	Iteration 32Q: 3 clusters Score -890210.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -890211.875000 Penalty: 4367.094238
	Iteration 33Q: 3 clusters Score -890211.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -890212.375000 Penalty: 4367.094238
	Iteration 34Q: 3 clusters Score -890212.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -890213.812500 Penalty: 4367.094238
	Iteration 35Q: 3 clusters Score -890213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -890215.812500 Penalty: 4367.094238
	Iteration 36Q: 3 clusters Score -890215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -890216.750000 Penalty: 4367.094238
	Iteration 37Q: 3 clusters Score -890216.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -890216.750000 Penalty: 4367.094238
	Iteration 38F: 3 clusters Score -890216.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126878 members 
Entering Unmasked Estep 
Score: -16712321.000000 Penalty: 2914.243408
	Iteration 0F: 2 clusters Score -1.671232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 63639 members 
Entering Unmasked Estep 
Score: -16627032.000000 Penalty: 5828.486816
	Iteration 0F: 3 clusters Score -1.662703e+07 nChanged 60609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60246 members 
Mstep: Class 2 contains 66632 members 
Entering Unmasked Estep 
Score: -16662570.000000 Penalty: 5828.486816
	Iteration 1F: 3 clusters Score -1.666257e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 68263 members 
Entering Unmasked Estep 
Score: -16663538.000000 Penalty: 5828.486816
	Iteration 2Q: 3 clusters Score -1.666354e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -16664731.000000 Penalty: 5828.486816
	Iteration 3Q: 3 clusters Score -1.666473e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 74252 members 
Entering Unmasked Estep 
Score: -16666333.000000 Penalty: 5828.486816
	Iteration 4Q: 3 clusters Score -1.666633e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 79417 members 
Entering Unmasked Estep 
Score: -16669125.000000 Penalty: 5828.486816
	Iteration 5Q: 3 clusters Score -1.666912e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -16673604.000000 Penalty: 5828.486816
	Iteration 6F: 3 clusters Score -1.66736e+07 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 96403 members 
Entering Unmasked Estep 
Score: -16680827.000000 Penalty: 5828.486816
	Iteration 7F: 3 clusters Score -1.668083e+07 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 107415 members 
Entering Unmasked Estep 
Score: -16690874.000000 Penalty: 5828.486816
	Iteration 8F: 3 clusters Score -1.669087e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 117225 members 
Entering Unmasked Estep 
Score: -16700442.000000 Penalty: 5828.486816
	Iteration 9F: 3 clusters Score -1.670044e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 123320 members 
Entering Unmasked Estep 
Score: -16706286.000000 Penalty: 5828.486816
	Iteration 10Q: 3 clusters Score -1.670629e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 125759 members 
Entering Unmasked Estep 
Score: -16708633.000000 Penalty: 5828.486816
	Iteration 11Q: 3 clusters Score -1.670863e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 126451 members 
Entering Unmasked Estep 
Score: -16709318.000000 Penalty: 5828.486816
	Iteration 12Q: 3 clusters Score -1.670932e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 126606 members 
Entering Unmasked Estep 
Score: -16709520.000000 Penalty: 5828.486816
	Iteration 13Q: 3 clusters Score -1.670952e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 126653 members 
Entering Unmasked Estep 
Score: -16709608.000000 Penalty: 5828.486816
	Iteration 14Q: 3 clusters Score -1.670961e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 126668 members 
Entering Unmasked Estep 
Score: -16709650.000000 Penalty: 5828.486816
	Iteration 15Q: 3 clusters Score -1.670965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 126679 members 
Entering Unmasked Estep 
Score: -16709680.000000 Penalty: 5828.486816
	Iteration 16Q: 3 clusters Score -1.670968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 126682 members 
Entering Unmasked Estep 
Score: -16709688.000000 Penalty: 5828.486816
	Iteration 17Q: 3 clusters Score -1.670969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 126681 members 
Entering Unmasked Estep 
Score: -16709684.000000 Penalty: 5828.486816
	Iteration 18Q: 3 clusters Score -1.670968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 126683 members 
Entering Unmasked Estep 
Score: -16709695.000000 Penalty: 5828.486816
	Iteration 19Q: 3 clusters Score -1.67097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 126684 members 
Entering Unmasked Estep 
Score: -16709701.000000 Penalty: 5828.486816
	Iteration 20F: 3 clusters Score -1.67097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 126683 members 
Entering Unmasked Estep 
Score: -16709698.000000 Penalty: 5828.486816
	Iteration 21Q: 3 clusters Score -1.67097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 126684 members 
Entering Unmasked Estep 
Score: -16709694.000000 Penalty: 5828.486816
	Iteration 22Q: 3 clusters Score -1.670969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 126684 members 
Entering Unmasked Estep 
Score: -16709694.000000 Penalty: 5828.486816
	Iteration 23F: 3 clusters Score -1.670969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Entering Unmasked Estep 
Score: -695151.500000 Penalty: 2127.228760
	Iteration 0F: 2 clusters Score -695151.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -690442.437500 Penalty: 4254.457520
	Iteration 0F: 3 clusters Score -690442.4 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -691616.375000 Penalty: 4254.457520
	Iteration 1F: 3 clusters Score -691616.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -691911.187500 Penalty: 4254.457520
	Iteration 2F: 3 clusters Score -691911.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -692199.812500 Penalty: 4254.457520
	Iteration 3F: 3 clusters Score -692199.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -692577.437500 Penalty: 4254.457520
	Iteration 4F: 3 clusters Score -692577.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -692964.812500 Penalty: 4254.457520
	Iteration 5F: 3 clusters Score -692964.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -693337.750000 Penalty: 4254.457520
	Iteration 6F: 3 clusters Score -693337.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -693674.562500 Penalty: 4254.457520
	Iteration 7F: 3 clusters Score -693674.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -693924.937500 Penalty: 4254.457520
	Iteration 8F: 3 clusters Score -693924.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -694095.625000 Penalty: 4254.457520
	Iteration 9Q: 3 clusters Score -694095.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -694205.687500 Penalty: 4254.457520
	Iteration 10Q: 3 clusters Score -694205.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -694284.562500 Penalty: 4254.457520
	Iteration 11Q: 3 clusters Score -694284.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -694332.937500 Penalty: 4254.457520
	Iteration 12Q: 3 clusters Score -694332.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -694359.875000 Penalty: 4254.457520
	Iteration 13Q: 3 clusters Score -694359.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -694380.062500 Penalty: 4254.457520
	Iteration 14Q: 3 clusters Score -694380.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -694390.875000 Penalty: 4254.457520
	Iteration 15Q: 3 clusters Score -694390.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -694396.812500 Penalty: 4254.457520
	Iteration 16Q: 3 clusters Score -694396.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -694401.562500 Penalty: 4254.457520
	Iteration 17Q: 3 clusters Score -694401.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -694403.812500 Penalty: 4254.457520
	Iteration 18Q: 3 clusters Score -694403.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -694404.687500 Penalty: 4254.457520
	Iteration 19Q: 3 clusters Score -694404.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -694407.250000 Penalty: 4254.457520
	Iteration 20F: 3 clusters Score -694407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -694408.000000 Penalty: 4254.457520
	Iteration 21Q: 3 clusters Score -694408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -694408.312500 Penalty: 4254.457520
	Iteration 22Q: 3 clusters Score -694408.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -694409.125000 Penalty: 4254.457520
	Iteration 23Q: 3 clusters Score -694409.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -694409.125000 Penalty: 4254.457520
	Iteration 24F: 3 clusters Score -694409.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -85159.140625 Penalty: 1631.309570
	Iteration 0F: 2 clusters Score -85159.14 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 375 members 
Entering Unmasked Estep 
Score: -83503.625000 Penalty: 3262.619141
	Iteration 0F: 3 clusters Score -83503.62 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83801.007812 Penalty: 3262.619141
	Iteration 1F: 3 clusters Score -83801.01 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -83935.070312 Penalty: 3262.619141
	Iteration 2F: 3 clusters Score -83935.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84025.054688 Penalty: 3262.619141
	Iteration 3Q: 3 clusters Score -84025.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -84117.945312 Penalty: 3262.619141
	Iteration 4Q: 3 clusters Score -84117.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -84160.187500 Penalty: 3262.619141
	Iteration 5Q: 3 clusters Score -84160.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -84217.140625 Penalty: 3262.619141
	Iteration 6Q: 3 clusters Score -84217.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84376.054688 Penalty: 3262.619141
	Iteration 7Q: 3 clusters Score -84376.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84704.257812 Penalty: 3262.619141
	Iteration 8Q: 3 clusters Score -84704.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84775.179688 Penalty: 3262.619141
	Iteration 9Q: 3 clusters Score -84775.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84866.351562 Penalty: 3262.619141
	Iteration 10Q: 3 clusters Score -84866.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84928.367188 Penalty: 3262.619141
	Iteration 11Q: 3 clusters Score -84928.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -84966.734375 Penalty: 3262.619141
	Iteration 12Q: 3 clusters Score -84966.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -85007.171875 Penalty: 3262.619141
	Iteration 13Q: 3 clusters Score -85007.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -85030.460938 Penalty: 3262.619141
	Iteration 14Q: 3 clusters Score -85030.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -85043.609375 Penalty: 3262.619141
	Iteration 15Q: 3 clusters Score -85043.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -85048.531250 Penalty: 3262.619141
	Iteration 16Q: 3 clusters Score -85048.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -85055.890625 Penalty: 3262.619141
	Iteration 17Q: 3 clusters Score -85055.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -85058.593750 Penalty: 3262.619141
	Iteration 18Q: 3 clusters Score -85058.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -85063.054688 Penalty: 3262.619141
	Iteration 19Q: 3 clusters Score -85063.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -85065.320312 Penalty: 3262.619141
	Iteration 20F: 3 clusters Score -85065.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Entering Unmasked Estep 
Score: -5862517.500000 Penalty: 2655.078125
	Iteration 0F: 2 clusters Score -5862518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -5832305.500000 Penalty: 5310.156250
	Iteration 0F: 3 clusters Score -5832306 nChanged 20533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -5843855.000000 Penalty: 5310.156250
	Iteration 1F: 3 clusters Score -5843855 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -5844633.500000 Penalty: 5310.156250
	Iteration 2Q: 3 clusters Score -5844634 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -5845752.000000 Penalty: 5310.156250
	Iteration 3F: 3 clusters Score -5845752 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -5847341.000000 Penalty: 5310.156250
	Iteration 4F: 3 clusters Score -5847341 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -5849181.500000 Penalty: 5310.156250
	Iteration 5F: 3 clusters Score -5849182 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -5851131.000000 Penalty: 5310.156250
	Iteration 6F: 3 clusters Score -5851131 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -5852610.000000 Penalty: 5310.156250
	Iteration 7F: 3 clusters Score -5852610 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -5853674.500000 Penalty: 5310.156250
	Iteration 8Q: 3 clusters Score -5853674 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -5854510.500000 Penalty: 5310.156250
	Iteration 9Q: 3 clusters Score -5854510 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -5855374.000000 Penalty: 5310.156250
	Iteration 10Q: 3 clusters Score -5855374 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -5856246.500000 Penalty: 5310.156250
	Iteration 11Q: 3 clusters Score -5856246 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -5857219.000000 Penalty: 5310.156250
	Iteration 12Q: 3 clusters Score -5857219 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -5858143.500000 Penalty: 5310.156250
	Iteration 13Q: 3 clusters Score -5858144 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -5858851.000000 Penalty: 5310.156250
	Iteration 14Q: 3 clusters Score -5858851 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -5859366.000000 Penalty: 5310.156250
	Iteration 15Q: 3 clusters Score -5859366 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -5859706.500000 Penalty: 5310.156250
	Iteration 16Q: 3 clusters Score -5859706 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -5859888.000000 Penalty: 5310.156250
	Iteration 17Q: 3 clusters Score -5859888 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -5860029.500000 Penalty: 5310.156250
	Iteration 18Q: 3 clusters Score -5860030 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -5860111.000000 Penalty: 5310.156250
	Iteration 19Q: 3 clusters Score -5860111 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -5860167.000000 Penalty: 5310.156250
	Iteration 20F: 3 clusters Score -5860167 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -5860203.000000 Penalty: 5310.156250
	Iteration 21Q: 3 clusters Score -5860203 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -5860225.000000 Penalty: 5310.156250
	Iteration 22Q: 3 clusters Score -5860225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -5860254.000000 Penalty: 5310.156250
	Iteration 23Q: 3 clusters Score -5860254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -5860261.000000 Penalty: 5310.156250
	Iteration 24Q: 3 clusters Score -5860261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -5860284.500000 Penalty: 5310.156250
	Iteration 25Q: 3 clusters Score -5860284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -5860286.500000 Penalty: 5310.156250
	Iteration 26Q: 3 clusters Score -5860286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -5860288.500000 Penalty: 5310.156250
	Iteration 27Q: 3 clusters Score -5860288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -5860289.500000 Penalty: 5310.156250
	Iteration 28Q: 3 clusters Score -5860290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -5860295.500000 Penalty: 5310.156250
	Iteration 29Q: 3 clusters Score -5860296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -5860303.000000 Penalty: 5310.156250
	Iteration 30Q: 3 clusters Score -5860303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -5860301.500000 Penalty: 5310.156250
	Iteration 31Q: 3 clusters Score -5860302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -5860300.500000 Penalty: 5310.156250
	Iteration 32Q: 3 clusters Score -5860300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -5860307.000000 Penalty: 5310.156250
	Iteration 33Q: 3 clusters Score -5860307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -5860305.500000 Penalty: 5310.156250
	Iteration 34Q: 3 clusters Score -5860306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -5860307.500000 Penalty: 5310.156250
	Iteration 35Q: 3 clusters Score -5860308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -5860307.500000 Penalty: 5310.156250
	Iteration 36F: 3 clusters Score -5860308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Entering Unmasked Estep 
Score: -1862371.250000 Penalty: 2373.646729
	Iteration 0F: 2 clusters Score -1862371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1851984.625000 Penalty: 4747.293457
	Iteration 0F: 3 clusters Score -1851985 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1855382.500000 Penalty: 4747.293457
	Iteration 1F: 3 clusters Score -1855382 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1855726.125000 Penalty: 4747.293457
	Iteration 2F: 3 clusters Score -1855726 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1855933.000000 Penalty: 4747.293457
	Iteration 3Q: 3 clusters Score -1855933 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1856070.625000 Penalty: 4747.293457
	Iteration 4Q: 3 clusters Score -1856071 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1856189.125000 Penalty: 4747.293457
	Iteration 5Q: 3 clusters Score -1856189 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1856319.500000 Penalty: 4747.293457
	Iteration 6Q: 3 clusters Score -1856320 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1856471.625000 Penalty: 4747.293457
	Iteration 7Q: 3 clusters Score -1856472 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1856626.250000 Penalty: 4747.293457
	Iteration 8Q: 3 clusters Score -1856626 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1856838.625000 Penalty: 4747.293457
	Iteration 9Q: 3 clusters Score -1856839 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1857123.625000 Penalty: 4747.293457
	Iteration 10Q: 3 clusters Score -1857124 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1857508.375000 Penalty: 4747.293457
	Iteration 11Q: 3 clusters Score -1857508 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1858047.750000 Penalty: 4747.293457
	Iteration 12F: 3 clusters Score -1858048 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1858666.500000 Penalty: 4747.293457
	Iteration 13F: 3 clusters Score -1858666 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1859258.625000 Penalty: 4747.293457
	Iteration 14Q: 3 clusters Score -1859259 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1859682.500000 Penalty: 4747.293457
	Iteration 15Q: 3 clusters Score -1859682 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1859961.375000 Penalty: 4747.293457
	Iteration 16Q: 3 clusters Score -1859961 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1860151.375000 Penalty: 4747.293457
	Iteration 17Q: 3 clusters Score -1860151 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1860260.625000 Penalty: 4747.293457
	Iteration 18Q: 3 clusters Score -1860261 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1860337.875000 Penalty: 4747.293457
	Iteration 19Q: 3 clusters Score -1860338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1860400.625000 Penalty: 4747.293457
	Iteration 20F: 3 clusters Score -1860401 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1860422.125000 Penalty: 4747.293457
	Iteration 21Q: 3 clusters Score -1860422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1860448.000000 Penalty: 4747.293457
	Iteration 22Q: 3 clusters Score -1860448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1860471.250000 Penalty: 4747.293457
	Iteration 23Q: 3 clusters Score -1860471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1860487.625000 Penalty: 4747.293457
	Iteration 24Q: 3 clusters Score -1860488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1860499.125000 Penalty: 4747.293457
	Iteration 25Q: 3 clusters Score -1860499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1860501.875000 Penalty: 4747.293457
	Iteration 26Q: 3 clusters Score -1860502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1860503.375000 Penalty: 4747.293457
	Iteration 27Q: 3 clusters Score -1860503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1860507.750000 Penalty: 4747.293457
	Iteration 28Q: 3 clusters Score -1860508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1860508.875000 Penalty: 4747.293457
	Iteration 29Q: 3 clusters Score -1860509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1860515.125000 Penalty: 4747.293457
	Iteration 30Q: 3 clusters Score -1860515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1860518.125000 Penalty: 4747.293457
	Iteration 31Q: 3 clusters Score -1860518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1860518.625000 Penalty: 4747.293457
	Iteration 32Q: 3 clusters Score -1860519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1860518.625000 Penalty: 4747.293457
	Iteration 33F: 3 clusters Score -1860519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Entering Unmasked Estep 
Score: -2751326.500000 Penalty: 2470.877930
	Iteration 0F: 2 clusters Score -2751326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2736421.500000 Penalty: 4941.755859
	Iteration 0F: 3 clusters Score -2736422 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2741438.750000 Penalty: 4941.755859
	Iteration 1F: 3 clusters Score -2741439 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2741937.250000 Penalty: 4941.755859
	Iteration 2F: 3 clusters Score -2741937 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2742396.500000 Penalty: 4941.755859
	Iteration 3F: 3 clusters Score -2742396 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2742816.000000 Penalty: 4941.755859
	Iteration 4Q: 3 clusters Score -2742816 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2743313.000000 Penalty: 4941.755859
	Iteration 5Q: 3 clusters Score -2743313 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2743888.000000 Penalty: 4941.755859
	Iteration 6Q: 3 clusters Score -2743888 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2744604.000000 Penalty: 4941.755859
	Iteration 7F: 3 clusters Score -2744604 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2745398.500000 Penalty: 4941.755859
	Iteration 8F: 3 clusters Score -2745398 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2746217.500000 Penalty: 4941.755859
	Iteration 9F: 3 clusters Score -2746218 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2746954.750000 Penalty: 4941.755859
	Iteration 10F: 3 clusters Score -2746955 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2747577.250000 Penalty: 4941.755859
	Iteration 11Q: 3 clusters Score -2747577 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2748070.500000 Penalty: 4941.755859
	Iteration 12Q: 3 clusters Score -2748070 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2748495.500000 Penalty: 4941.755859
	Iteration 13Q: 3 clusters Score -2748496 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2748777.500000 Penalty: 4941.755859
	Iteration 14Q: 3 clusters Score -2748778 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2748993.500000 Penalty: 4941.755859
	Iteration 15Q: 3 clusters Score -2748994 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2749133.000000 Penalty: 4941.755859
	Iteration 16Q: 3 clusters Score -2749133 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2749224.500000 Penalty: 4941.755859
	Iteration 17Q: 3 clusters Score -2749224 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2749293.000000 Penalty: 4941.755859
	Iteration 18Q: 3 clusters Score -2749293 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2749357.750000 Penalty: 4941.755859
	Iteration 19Q: 3 clusters Score -2749358 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2749409.250000 Penalty: 4941.755859
	Iteration 20F: 3 clusters Score -2749409 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2749437.750000 Penalty: 4941.755859
	Iteration 21Q: 3 clusters Score -2749438 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2749464.000000 Penalty: 4941.755859
	Iteration 22Q: 3 clusters Score -2749464 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2749482.500000 Penalty: 4941.755859
	Iteration 23Q: 3 clusters Score -2749482 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2749493.750000 Penalty: 4941.755859
	Iteration 24Q: 3 clusters Score -2749494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2749493.250000 Penalty: 4941.755859
	Iteration 25Q: 3 clusters Score -2749493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2749498.000000 Penalty: 4941.755859
	Iteration 26Q: 3 clusters Score -2749498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2749497.750000 Penalty: 4941.755859
	Iteration 27Q: 3 clusters Score -2749498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2749498.000000 Penalty: 4941.755859
	Iteration 28Q: 3 clusters Score -2749498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2749503.000000 Penalty: 4941.755859
	Iteration 29Q: 3 clusters Score -2749503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2749498.000000 Penalty: 4941.755859
	Iteration 30Q: 3 clusters Score -2749498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2749502.250000 Penalty: 4941.755859
	Iteration 31Q: 3 clusters Score -2749502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2749507.500000 Penalty: 4941.755859
	Iteration 32Q: 3 clusters Score -2749508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2749507.000000 Penalty: 4941.755859
	Iteration 33Q: 3 clusters Score -2749507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2749510.000000 Penalty: 4941.755859
	Iteration 34Q: 3 clusters Score -2749510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2749512.750000 Penalty: 4941.755859
	Iteration 35Q: 3 clusters Score -2749513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2749520.500000 Penalty: 4941.755859
	Iteration 36Q: 3 clusters Score -2749520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2749514.250000 Penalty: 4941.755859
	Iteration 37Q: 3 clusters Score -2749514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2749507.500000 Penalty: 4941.755859
	Iteration 38Q: 3 clusters Score -2749508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2749507.250000 Penalty: 4941.755859
	Iteration 39Q: 3 clusters Score -2749507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2749510.250000 Penalty: 4941.755859
	Iteration 40F: 3 clusters Score -2749510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2749512.000000 Penalty: 4941.755859
	Iteration 41Q: 3 clusters Score -2749512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2749511.750000 Penalty: 4941.755859
	Iteration 42Q: 3 clusters Score -2749512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2749510.750000 Penalty: 4941.755859
	Iteration 43Q: 3 clusters Score -2749511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2749507.500000 Penalty: 4941.755859
	Iteration 44Q: 3 clusters Score -2749508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2749506.500000 Penalty: 4941.755859
	Iteration 45Q: 3 clusters Score -2749506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2749508.250000 Penalty: 4941.755859
	Iteration 46Q: 3 clusters Score -2749508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2749511.000000 Penalty: 4941.755859
	Iteration 47Q: 3 clusters Score -2749511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2749511.750000 Penalty: 4941.755859
	Iteration 48Q: 3 clusters Score -2749512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2749510.750000 Penalty: 4941.755859
	Iteration 49Q: 3 clusters Score -2749511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2749510.000000 Penalty: 4941.755859
	Iteration 50Q: 3 clusters Score -2749510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2749512.000000 Penalty: 4941.755859
	Iteration 51Q: 3 clusters Score -2749512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2749512.000000 Penalty: 4941.755859
	Iteration 52F: 3 clusters Score -2749512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Entering Unmasked Estep 
Score: -3120882.000000 Penalty: 2498.923828
	Iteration 0F: 2 clusters Score -3120882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3104439.000000 Penalty: 4997.847656
	Iteration 0F: 3 clusters Score -3104439 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -3110448.000000 Penalty: 4997.847656
	Iteration 1F: 3 clusters Score -3110448 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -3111137.750000 Penalty: 4997.847656
	Iteration 2F: 3 clusters Score -3111138 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3111938.000000 Penalty: 4997.847656
	Iteration 3F: 3 clusters Score -3111938 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3112885.250000 Penalty: 4997.847656
	Iteration 4F: 3 clusters Score -3112885 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3114001.250000 Penalty: 4997.847656
	Iteration 5F: 3 clusters Score -3114001 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3115179.750000 Penalty: 4997.847656
	Iteration 6F: 3 clusters Score -3115180 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -3116146.000000 Penalty: 4997.847656
	Iteration 7F: 3 clusters Score -3116146 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3116959.750000 Penalty: 4997.847656
	Iteration 8Q: 3 clusters Score -3116960 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3117666.000000 Penalty: 4997.847656
	Iteration 9Q: 3 clusters Score -3117666 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3118157.000000 Penalty: 4997.847656
	Iteration 10Q: 3 clusters Score -3118157 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3118450.750000 Penalty: 4997.847656
	Iteration 11Q: 3 clusters Score -3118451 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3118654.250000 Penalty: 4997.847656
	Iteration 12Q: 3 clusters Score -3118654 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3118793.750000 Penalty: 4997.847656
	Iteration 13Q: 3 clusters Score -3118794 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3118901.500000 Penalty: 4997.847656
	Iteration 14Q: 3 clusters Score -3118902 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3118996.500000 Penalty: 4997.847656
	Iteration 15Q: 3 clusters Score -3118996 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3119058.000000 Penalty: 4997.847656
	Iteration 16Q: 3 clusters Score -3119058 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3119099.250000 Penalty: 4997.847656
	Iteration 17Q: 3 clusters Score -3119099 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3119136.750000 Penalty: 4997.847656
	Iteration 18Q: 3 clusters Score -3119137 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3119181.750000 Penalty: 4997.847656
	Iteration 19Q: 3 clusters Score -3119182 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3119237.500000 Penalty: 4997.847656
	Iteration 20F: 3 clusters Score -3119238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3119302.500000 Penalty: 4997.847656
	Iteration 21Q: 3 clusters Score -3119302 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3119394.750000 Penalty: 4997.847656
	Iteration 22Q: 3 clusters Score -3119395 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3119566.000000 Penalty: 4997.847656
	Iteration 23Q: 3 clusters Score -3119566 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3119784.000000 Penalty: 4997.847656
	Iteration 24Q: 3 clusters Score -3119784 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3120016.500000 Penalty: 4997.847656
	Iteration 25Q: 3 clusters Score -3120016 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3120171.000000 Penalty: 4997.847656
	Iteration 26Q: 3 clusters Score -3120171 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3120275.750000 Penalty: 4997.847656
	Iteration 27Q: 3 clusters Score -3120276 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3120331.750000 Penalty: 4997.847656
	Iteration 28Q: 3 clusters Score -3120332 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3120370.000000 Penalty: 4997.847656
	Iteration 29Q: 3 clusters Score -3120370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3120394.250000 Penalty: 4997.847656
	Iteration 30Q: 3 clusters Score -3120394 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3120423.750000 Penalty: 4997.847656
	Iteration 31Q: 3 clusters Score -3120424 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3120448.250000 Penalty: 4997.847656
	Iteration 32Q: 3 clusters Score -3120448 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3120475.000000 Penalty: 4997.847656
	Iteration 33Q: 3 clusters Score -3120475 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3120494.750000 Penalty: 4997.847656
	Iteration 34Q: 3 clusters Score -3120495 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3120522.250000 Penalty: 4997.847656
	Iteration 35Q: 3 clusters Score -3120522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3120533.250000 Penalty: 4997.847656
	Iteration 36Q: 3 clusters Score -3120533 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3120545.000000 Penalty: 4997.847656
	Iteration 37Q: 3 clusters Score -3120545 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3120565.000000 Penalty: 4997.847656
	Iteration 38Q: 3 clusters Score -3120565 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3120586.000000 Penalty: 4997.847656
	Iteration 39Q: 3 clusters Score -3120586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3120628.500000 Penalty: 4997.847656
	Iteration 40F: 3 clusters Score -3120628 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3120660.250000 Penalty: 4997.847656
	Iteration 41Q: 3 clusters Score -3120660 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3120677.500000 Penalty: 4997.847656
	Iteration 42Q: 3 clusters Score -3120678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3120704.500000 Penalty: 4997.847656
	Iteration 43Q: 3 clusters Score -3120704 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3120716.750000 Penalty: 4997.847656
	Iteration 44Q: 3 clusters Score -3120717 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3120735.000000 Penalty: 4997.847656
	Iteration 45Q: 3 clusters Score -3120735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3120742.500000 Penalty: 4997.847656
	Iteration 46Q: 3 clusters Score -3120742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3120751.750000 Penalty: 4997.847656
	Iteration 47Q: 3 clusters Score -3120752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3120756.500000 Penalty: 4997.847656
	Iteration 48Q: 3 clusters Score -3120756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3120763.000000 Penalty: 4997.847656
	Iteration 49Q: 3 clusters Score -3120763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3120767.000000 Penalty: 4997.847656
	Iteration 50Q: 3 clusters Score -3120767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3120768.000000 Penalty: 4997.847656
	Iteration 51Q: 3 clusters Score -3120768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3120769.500000 Penalty: 4997.847656
	Iteration 52Q: 3 clusters Score -3120770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3120764.500000 Penalty: 4997.847656
	Iteration 53Q: 3 clusters Score -3120764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3120768.500000 Penalty: 4997.847656
	Iteration 54Q: 3 clusters Score -3120768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3120765.000000 Penalty: 4997.847656
	Iteration 55Q: 3 clusters Score -3120765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3120768.000000 Penalty: 4997.847656
	Iteration 56Q: 3 clusters Score -3120768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3120768.000000 Penalty: 4997.847656
	Iteration 57Q: 3 clusters Score -3120768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -3120767.500000 Penalty: 4997.847656
	Iteration 58Q: 3 clusters Score -3120768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3120765.500000 Penalty: 4997.847656
	Iteration 59Q: 3 clusters Score -3120766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3120762.750000 Penalty: 4997.847656
	Iteration 60F: 3 clusters Score -3120763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3120764.250000 Penalty: 4997.847656
	Iteration 61Q: 3 clusters Score -3120764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3120762.750000 Penalty: 4997.847656
	Iteration 62Q: 3 clusters Score -3120763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3120762.750000 Penalty: 4997.847656
	Iteration 63F: 3 clusters Score -3120763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -53088.910156 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -53088.91 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 271 members 
Entering Unmasked Estep 
Score: -51903.593750 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -51903.59 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -52642.574219 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -52642.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -53094.367188 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -53094.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -53264.058594 Penalty: 3102.852051
	Iteration 3Q: 3 clusters Score -53264.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -53387.406250 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -53387.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -53455.312500 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -53455.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -53507.828125 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -53507.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -53550.839844 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -53550.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -53566.574219 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -53566.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -53721.949219 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -53721.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -53967.011719 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -53967.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -53989.019531 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -53989.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -54003.363281 Penalty: 3102.852051
	Iteration 12Q: 3 clusters Score -54003.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -54014.449219 Penalty: 3102.852051
	Iteration 13Q: 3 clusters Score -54014.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -54019.371094 Penalty: 3102.852051
	Iteration 14Q: 3 clusters Score -54019.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -54020.472656 Penalty: 3102.852051
	Iteration 15F: 3 clusters Score -54020.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -54071.945312 Penalty: 3102.852051
	Iteration 16Q: 3 clusters Score -54071.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -54076.875000 Penalty: 3102.852051
	Iteration 17Q: 3 clusters Score -54076.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -54081.265625 Penalty: 3102.852051
	Iteration 18Q: 3 clusters Score -54081.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -54081.265625 Penalty: 3102.852051
	Iteration 19F: 3 clusters Score -54081.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37436 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126878 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 370 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16668 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 400 members 
Mstep: Class 36 contains 151 members 
Entering Unmasked Estep 
Score: -73859192.000000 Penalty: 118472.648438
Splitting cluster 15 changes total score from -73859776.000000 to -73859192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Entering Unmasked Estep 
Score: -278108.656250 Penalty: 1907.190918
	Iteration 0F: 2 clusters Score -278108.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -275396.718750 Penalty: 3814.381836
	Iteration 0F: 3 clusters Score -275396.7 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -275967.343750 Penalty: 3814.381836
	Iteration 1F: 3 clusters Score -275967.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -276136.375000 Penalty: 3814.381836
	Iteration 2F: 3 clusters Score -276136.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -276225.562500 Penalty: 3814.381836
	Iteration 3F: 3 clusters Score -276225.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -276286.500000 Penalty: 3814.381836
	Iteration 4Q: 3 clusters Score -276286.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -276330.312500 Penalty: 3814.381836
	Iteration 5Q: 3 clusters Score -276330.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -276369.343750 Penalty: 3814.381836
	Iteration 6Q: 3 clusters Score -276369.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -276398.437500 Penalty: 3814.381836
	Iteration 7Q: 3 clusters Score -276398.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -276420.562500 Penalty: 3814.381836
	Iteration 8Q: 3 clusters Score -276420.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -276439.218750 Penalty: 3814.381836
	Iteration 9Q: 3 clusters Score -276439.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -276455.656250 Penalty: 3814.381836
	Iteration 10Q: 3 clusters Score -276455.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -276475.156250 Penalty: 3814.381836
	Iteration 11Q: 3 clusters Score -276475.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -276486.656250 Penalty: 3814.381836
	Iteration 12Q: 3 clusters Score -276486.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -276494.937500 Penalty: 3814.381836
	Iteration 13Q: 3 clusters Score -276494.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -276501.656250 Penalty: 3814.381836
	Iteration 14Q: 3 clusters Score -276501.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -276504.468750 Penalty: 3814.381836
	Iteration 15Q: 3 clusters Score -276504.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -276509.375000 Penalty: 3814.381836
	Iteration 16Q: 3 clusters Score -276509.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -276514.625000 Penalty: 3814.381836
	Iteration 17Q: 3 clusters Score -276514.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -276522.187500 Penalty: 3814.381836
	Iteration 18Q: 3 clusters Score -276522.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -276528.125000 Penalty: 3814.381836
	Iteration 19Q: 3 clusters Score -276528.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -276539.468750 Penalty: 3814.381836
	Iteration 20F: 3 clusters Score -276539.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -276545.000000 Penalty: 3814.381836
	Iteration 21Q: 3 clusters Score -276545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -276550.093750 Penalty: 3814.381836
	Iteration 22Q: 3 clusters Score -276550.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -276554.437500 Penalty: 3814.381836
	Iteration 23Q: 3 clusters Score -276554.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -276558.437500 Penalty: 3814.381836
	Iteration 24Q: 3 clusters Score -276558.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -276559.531250 Penalty: 3814.381836
	Iteration 25Q: 3 clusters Score -276559.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -276561.156250 Penalty: 3814.381836
	Iteration 26Q: 3 clusters Score -276561.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -276563.000000 Penalty: 3814.381836
	Iteration 27Q: 3 clusters Score -276563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -276565.437500 Penalty: 3814.381836
	Iteration 28Q: 3 clusters Score -276565.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -276566.656250 Penalty: 3814.381836
	Iteration 29Q: 3 clusters Score -276566.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -276566.531250 Penalty: 3814.381836
	Iteration 30Q: 3 clusters Score -276566.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -276566.843750 Penalty: 3814.381836
	Iteration 31Q: 3 clusters Score -276566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -276567.000000 Penalty: 3814.381836
	Iteration 32Q: 3 clusters Score -276567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -276567.000000 Penalty: 3814.381836
	Iteration 33F: 3 clusters Score -276567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Entering Unmasked Estep 
Score: -4384195.500000 Penalty: 2583.252441
	Iteration 0F: 2 clusters Score -4384196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -4361507.500000 Penalty: 5166.504883
	Iteration 0F: 3 clusters Score -4361508 nChanged 15152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -4369847.000000 Penalty: 5166.504883
	Iteration 1F: 3 clusters Score -4369847 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -4370408.000000 Penalty: 5166.504883
	Iteration 2Q: 3 clusters Score -4370408 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -4371170.500000 Penalty: 5166.504883
	Iteration 3Q: 3 clusters Score -4371170 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -4372389.500000 Penalty: 5166.504883
	Iteration 4F: 3 clusters Score -4372390 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -4374147.000000 Penalty: 5166.504883
	Iteration 5F: 3 clusters Score -4374147 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -4375973.500000 Penalty: 5166.504883
	Iteration 6F: 3 clusters Score -4375974 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -4377477.500000 Penalty: 5166.504883
	Iteration 7F: 3 clusters Score -4377478 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -4378574.500000 Penalty: 5166.504883
	Iteration 8F: 3 clusters Score -4378574 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -4379304.500000 Penalty: 5166.504883
	Iteration 9Q: 3 clusters Score -4379304 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -4379814.000000 Penalty: 5166.504883
	Iteration 10Q: 3 clusters Score -4379814 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -4380205.500000 Penalty: 5166.504883
	Iteration 11Q: 3 clusters Score -4380206 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -4380536.500000 Penalty: 5166.504883
	Iteration 12Q: 3 clusters Score -4380536 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -4380849.000000 Penalty: 5166.504883
	Iteration 13Q: 3 clusters Score -4380849 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -4381125.000000 Penalty: 5166.504883
	Iteration 14Q: 3 clusters Score -4381125 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -4381341.000000 Penalty: 5166.504883
	Iteration 15Q: 3 clusters Score -4381341 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -4381527.000000 Penalty: 5166.504883
	Iteration 16Q: 3 clusters Score -4381527 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4381700.500000 Penalty: 5166.504883
	Iteration 17Q: 3 clusters Score -4381700 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4381855.000000 Penalty: 5166.504883
	Iteration 18Q: 3 clusters Score -4381855 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -4381946.000000 Penalty: 5166.504883
	Iteration 19Q: 3 clusters Score -4381946 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4382006.000000 Penalty: 5166.504883
	Iteration 20F: 3 clusters Score -4382006 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4382071.000000 Penalty: 5166.504883
	Iteration 21Q: 3 clusters Score -4382071 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4382131.000000 Penalty: 5166.504883
	Iteration 22Q: 3 clusters Score -4382131 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4382174.500000 Penalty: 5166.504883
	Iteration 23Q: 3 clusters Score -4382174 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4382204.500000 Penalty: 5166.504883
	Iteration 24Q: 3 clusters Score -4382204 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4382216.500000 Penalty: 5166.504883
	Iteration 25Q: 3 clusters Score -4382216 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4382238.000000 Penalty: 5166.504883
	Iteration 26Q: 3 clusters Score -4382238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4382258.000000 Penalty: 5166.504883
	Iteration 27Q: 3 clusters Score -4382258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4382266.500000 Penalty: 5166.504883
	Iteration 28Q: 3 clusters Score -4382266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4382287.500000 Penalty: 5166.504883
	Iteration 29Q: 3 clusters Score -4382288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4382304.000000 Penalty: 5166.504883
	Iteration 30Q: 3 clusters Score -4382304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4382313.500000 Penalty: 5166.504883
	Iteration 31Q: 3 clusters Score -4382314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4382318.500000 Penalty: 5166.504883
	Iteration 32Q: 3 clusters Score -4382318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4382322.500000 Penalty: 5166.504883
	Iteration 33Q: 3 clusters Score -4382322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4382325.000000 Penalty: 5166.504883
	Iteration 34Q: 3 clusters Score -4382325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4382329.500000 Penalty: 5166.504883
	Iteration 35Q: 3 clusters Score -4382330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4382327.500000 Penalty: 5166.504883
	Iteration 36Q: 3 clusters Score -4382328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4382338.000000 Penalty: 5166.504883
	Iteration 37Q: 3 clusters Score -4382338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4382333.000000 Penalty: 5166.504883
	Iteration 38Q: 3 clusters Score -4382333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4382332.500000 Penalty: 5166.504883
	Iteration 39Q: 3 clusters Score -4382332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4382333.500000 Penalty: 5166.504883
	Iteration 40F: 3 clusters Score -4382334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -56134.687500 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -56134.69 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 272 members 
Entering Unmasked Estep 
Score: -54687.066406 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -54687.07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55021.988281 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -55021.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55228.593750 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -55228.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55312.339844 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -55312.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -55453.949219 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -55453.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -55502.058594 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -55502.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55546.074219 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -55546.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -55623.894531 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -55623.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -55749.988281 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -55749.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -55867.296875 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -55867.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -55944.644531 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -55944.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -55981.316406 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -55981.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -56014.816406 Penalty: 3097.106689
	Iteration 12Q: 3 clusters Score -56014.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -56040.488281 Penalty: 3097.106689
	Iteration 13Q: 3 clusters Score -56040.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -56080.347656 Penalty: 3097.106689
	Iteration 14Q: 3 clusters Score -56080.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -56130.843750 Penalty: 3097.106689
	Iteration 15Q: 3 clusters Score -56130.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -56132.644531 Penalty: 3097.106689
	Iteration 16Q: 3 clusters Score -56132.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -56133.722656 Penalty: 3097.106689
	Iteration 17Q: 3 clusters Score -56133.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -56133.722656 Penalty: 3097.106689
	Iteration 18F: 3 clusters Score -56133.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Entering Unmasked Estep 
Score: -432126.312500 Penalty: 2031.139038
	Iteration 0F: 2 clusters Score -432126.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -428569.093750 Penalty: 4062.278076
	Iteration 0F: 3 clusters Score -428569.1 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -429545.281250 Penalty: 4062.278076
	Iteration 1F: 3 clusters Score -429545.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -429986.812500 Penalty: 4062.278076
	Iteration 2F: 3 clusters Score -429986.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -430412.843750 Penalty: 4062.278076
	Iteration 3F: 3 clusters Score -430412.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -430715.406250 Penalty: 4062.278076
	Iteration 4F: 3 clusters Score -430715.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -430903.656250 Penalty: 4062.278076
	Iteration 5F: 3 clusters Score -430903.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -431046.937500 Penalty: 4062.278076
	Iteration 6Q: 3 clusters Score -431046.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -431148.781250 Penalty: 4062.278076
	Iteration 7Q: 3 clusters Score -431148.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -431220.125000 Penalty: 4062.278076
	Iteration 8Q: 3 clusters Score -431220.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -431285.718750 Penalty: 4062.278076
	Iteration 9Q: 3 clusters Score -431285.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -431363.593750 Penalty: 4062.278076
	Iteration 10Q: 3 clusters Score -431363.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -431431.812500 Penalty: 4062.278076
	Iteration 11Q: 3 clusters Score -431431.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -431513.500000 Penalty: 4062.278076
	Iteration 12Q: 3 clusters Score -431513.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -431605.156250 Penalty: 4062.278076
	Iteration 13Q: 3 clusters Score -431605.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -431683.781250 Penalty: 4062.278076
	Iteration 14Q: 3 clusters Score -431683.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -431738.125000 Penalty: 4062.278076
	Iteration 15Q: 3 clusters Score -431738.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -431769.625000 Penalty: 4062.278076
	Iteration 16Q: 3 clusters Score -431769.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -431790.687500 Penalty: 4062.278076
	Iteration 17Q: 3 clusters Score -431790.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -431809.843750 Penalty: 4062.278076
	Iteration 18Q: 3 clusters Score -431809.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -431822.968750 Penalty: 4062.278076
	Iteration 19Q: 3 clusters Score -431823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -431832.718750 Penalty: 4062.278076
	Iteration 20F: 3 clusters Score -431832.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -431837.500000 Penalty: 4062.278076
	Iteration 21Q: 3 clusters Score -431837.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -431841.343750 Penalty: 4062.278076
	Iteration 22Q: 3 clusters Score -431841.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -431845.187500 Penalty: 4062.278076
	Iteration 23Q: 3 clusters Score -431845.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -431848.187500 Penalty: 4062.278076
	Iteration 24Q: 3 clusters Score -431848.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -431850.718750 Penalty: 4062.278076
	Iteration 25Q: 3 clusters Score -431850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -431853.531250 Penalty: 4062.278076
	Iteration 26Q: 3 clusters Score -431853.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -431857.125000 Penalty: 4062.278076
	Iteration 27Q: 3 clusters Score -431857.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -431858.125000 Penalty: 4062.278076
	Iteration 28Q: 3 clusters Score -431858.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -431858.125000 Penalty: 4062.278076
	Iteration 29F: 3 clusters Score -431858.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Entering Unmasked Estep 
Score: -607273.250000 Penalty: 2092.553955
	Iteration 0F: 2 clusters Score -607273.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -603047.375000 Penalty: 4185.107910
	Iteration 0F: 3 clusters Score -603047.4 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -604036.812500 Penalty: 4185.107910
	Iteration 1F: 3 clusters Score -604036.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -604283.125000 Penalty: 4185.107910
	Iteration 2F: 3 clusters Score -604283.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -604442.500000 Penalty: 4185.107910
	Iteration 3F: 3 clusters Score -604442.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -604581.375000 Penalty: 4185.107910
	Iteration 4Q: 3 clusters Score -604581.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -604721.375000 Penalty: 4185.107910
	Iteration 5Q: 3 clusters Score -604721.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -604885.000000 Penalty: 4185.107910
	Iteration 6Q: 3 clusters Score -604885 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -605053.750000 Penalty: 4185.107910
	Iteration 7Q: 3 clusters Score -605053.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -605204.062500 Penalty: 4185.107910
	Iteration 8Q: 3 clusters Score -605204.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -605347.062500 Penalty: 4185.107910
	Iteration 9Q: 3 clusters Score -605347.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -605463.187500 Penalty: 4185.107910
	Iteration 10Q: 3 clusters Score -605463.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -605553.750000 Penalty: 4185.107910
	Iteration 11Q: 3 clusters Score -605553.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -605612.500000 Penalty: 4185.107910
	Iteration 12Q: 3 clusters Score -605612.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -605652.812500 Penalty: 4185.107910
	Iteration 13Q: 3 clusters Score -605652.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -605688.937500 Penalty: 4185.107910
	Iteration 14Q: 3 clusters Score -605688.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -605722.062500 Penalty: 4185.107910
	Iteration 15Q: 3 clusters Score -605722.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -605742.812500 Penalty: 4185.107910
	Iteration 16Q: 3 clusters Score -605742.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -605751.812500 Penalty: 4185.107910
	Iteration 17Q: 3 clusters Score -605751.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -605759.250000 Penalty: 4185.107910
	Iteration 18Q: 3 clusters Score -605759.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -605764.500000 Penalty: 4185.107910
	Iteration 19Q: 3 clusters Score -605764.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -605768.437500 Penalty: 4185.107910
	Iteration 20F: 3 clusters Score -605768.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -605769.500000 Penalty: 4185.107910
	Iteration 21Q: 3 clusters Score -605769.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -605770.375000 Penalty: 4185.107910
	Iteration 22Q: 3 clusters Score -605770.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -605772.812500 Penalty: 4185.107910
	Iteration 23Q: 3 clusters Score -605772.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -605777.250000 Penalty: 4185.107910
	Iteration 24Q: 3 clusters Score -605777.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -605780.125000 Penalty: 4185.107910
	Iteration 25Q: 3 clusters Score -605780.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -605782.375000 Penalty: 4185.107910
	Iteration 26Q: 3 clusters Score -605782.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -605783.375000 Penalty: 4185.107910
	Iteration 27Q: 3 clusters Score -605783.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -605784.562500 Penalty: 4185.107910
	Iteration 28Q: 3 clusters Score -605784.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -605785.750000 Penalty: 4185.107910
	Iteration 29Q: 3 clusters Score -605785.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -605786.437500 Penalty: 4185.107910
	Iteration 30Q: 3 clusters Score -605786.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -605786.437500 Penalty: 4185.107910
	Iteration 31F: 3 clusters Score -605786.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Entering Unmasked Estep 
Score: -864482.625000 Penalty: 2199.471191
	Iteration 0F: 2 clusters Score -864482.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -858621.500000 Penalty: 4398.942383
	Iteration 0F: 3 clusters Score -858621.5 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -860363.812500 Penalty: 4398.942383
	Iteration 1F: 3 clusters Score -860363.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -860714.500000 Penalty: 4398.942383
	Iteration 2F: 3 clusters Score -860714.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -860952.125000 Penalty: 4398.942383
	Iteration 3F: 3 clusters Score -860952.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -861152.812500 Penalty: 4398.942383
	Iteration 4Q: 3 clusters Score -861152.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -861309.187500 Penalty: 4398.942383
	Iteration 5Q: 3 clusters Score -861309.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -861454.687500 Penalty: 4398.942383
	Iteration 6Q: 3 clusters Score -861454.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -861601.500000 Penalty: 4398.942383
	Iteration 7Q: 3 clusters Score -861601.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -861784.562500 Penalty: 4398.942383
	Iteration 8Q: 3 clusters Score -861784.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -861982.250000 Penalty: 4398.942383
	Iteration 9Q: 3 clusters Score -861982.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -862158.375000 Penalty: 4398.942383
	Iteration 10Q: 3 clusters Score -862158.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -862323.875000 Penalty: 4398.942383
	Iteration 11Q: 3 clusters Score -862323.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -862457.687500 Penalty: 4398.942383
	Iteration 12Q: 3 clusters Score -862457.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -862556.687500 Penalty: 4398.942383
	Iteration 13Q: 3 clusters Score -862556.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -862656.875000 Penalty: 4398.942383
	Iteration 14Q: 3 clusters Score -862656.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -862763.312500 Penalty: 4398.942383
	Iteration 15Q: 3 clusters Score -862763.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -862831.875000 Penalty: 4398.942383
	Iteration 16Q: 3 clusters Score -862831.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -862875.500000 Penalty: 4398.942383
	Iteration 17Q: 3 clusters Score -862875.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -862921.875000 Penalty: 4398.942383
	Iteration 18Q: 3 clusters Score -862921.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -862967.000000 Penalty: 4398.942383
	Iteration 19Q: 3 clusters Score -862967 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -863010.062500 Penalty: 4398.942383
	Iteration 20F: 3 clusters Score -863010.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -863046.937500 Penalty: 4398.942383
	Iteration 21Q: 3 clusters Score -863046.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -863075.437500 Penalty: 4398.942383
	Iteration 22Q: 3 clusters Score -863075.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -863099.062500 Penalty: 4398.942383
	Iteration 23Q: 3 clusters Score -863099.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -863119.312500 Penalty: 4398.942383
	Iteration 24Q: 3 clusters Score -863119.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -863134.250000 Penalty: 4398.942383
	Iteration 25Q: 3 clusters Score -863134.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -863149.062500 Penalty: 4398.942383
	Iteration 26Q: 3 clusters Score -863149.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -863159.625000 Penalty: 4398.942383
	Iteration 27Q: 3 clusters Score -863159.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -863166.500000 Penalty: 4398.942383
	Iteration 28Q: 3 clusters Score -863166.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -863174.812500 Penalty: 4398.942383
	Iteration 29Q: 3 clusters Score -863174.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -863183.437500 Penalty: 4398.942383
	Iteration 30Q: 3 clusters Score -863183.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -863186.875000 Penalty: 4398.942383
	Iteration 31Q: 3 clusters Score -863186.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -863194.062500 Penalty: 4398.942383
	Iteration 32Q: 3 clusters Score -863194.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -863199.875000 Penalty: 4398.942383
	Iteration 33Q: 3 clusters Score -863199.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -863206.812500 Penalty: 4398.942383
	Iteration 34Q: 3 clusters Score -863206.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -863210.625000 Penalty: 4398.942383
	Iteration 35Q: 3 clusters Score -863210.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -863213.687500 Penalty: 4398.942383
	Iteration 36Q: 3 clusters Score -863213.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -863223.812500 Penalty: 4398.942383
	Iteration 37Q: 3 clusters Score -863223.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -863233.250000 Penalty: 4398.942383
	Iteration 38Q: 3 clusters Score -863233.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -863240.437500 Penalty: 4398.942383
	Iteration 39Q: 3 clusters Score -863240.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -863249.312500 Penalty: 4398.942383
	Iteration 40F: 3 clusters Score -863249.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -863258.812500 Penalty: 4398.942383
	Iteration 41Q: 3 clusters Score -863258.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -863264.187500 Penalty: 4398.942383
	Iteration 42Q: 3 clusters Score -863264.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -863267.687500 Penalty: 4398.942383
	Iteration 43Q: 3 clusters Score -863267.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -863269.062500 Penalty: 4398.942383
	Iteration 44Q: 3 clusters Score -863269.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -863272.375000 Penalty: 4398.942383
	Iteration 45Q: 3 clusters Score -863272.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -863274.437500 Penalty: 4398.942383
	Iteration 46Q: 3 clusters Score -863274.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -863278.500000 Penalty: 4398.942383
	Iteration 47Q: 3 clusters Score -863278.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -863282.812500 Penalty: 4398.942383
	Iteration 48Q: 3 clusters Score -863282.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -863287.187500 Penalty: 4398.942383
	Iteration 49Q: 3 clusters Score -863287.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -863293.812500 Penalty: 4398.942383
	Iteration 50Q: 3 clusters Score -863293.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -863300.562500 Penalty: 4398.942383
	Iteration 51Q: 3 clusters Score -863300.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -863313.937500 Penalty: 4398.942383
	Iteration 52Q: 3 clusters Score -863313.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -863336.750000 Penalty: 4398.942383
	Iteration 53Q: 3 clusters Score -863336.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -863358.937500 Penalty: 4398.942383
	Iteration 54Q: 3 clusters Score -863358.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -863373.062500 Penalty: 4398.942383
	Iteration 55Q: 3 clusters Score -863373.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -863382.250000 Penalty: 4398.942383
	Iteration 56Q: 3 clusters Score -863382.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -863388.312500 Penalty: 4398.942383
	Iteration 57Q: 3 clusters Score -863388.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -863391.687500 Penalty: 4398.942383
	Iteration 58Q: 3 clusters Score -863391.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -863394.500000 Penalty: 4398.942383
	Iteration 59Q: 3 clusters Score -863394.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -863396.750000 Penalty: 4398.942383
	Iteration 60F: 3 clusters Score -863396.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -863397.187500 Penalty: 4398.942383
	Iteration 61Q: 3 clusters Score -863397.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -863399.125000 Penalty: 4398.942383
	Iteration 62Q: 3 clusters Score -863399.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -863399.437500 Penalty: 4398.942383
	Iteration 63Q: 3 clusters Score -863399.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -863403.375000 Penalty: 4398.942383
	Iteration 64Q: 3 clusters Score -863403.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -863405.375000 Penalty: 4398.942383
	Iteration 65Q: 3 clusters Score -863405.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -863403.750000 Penalty: 4398.942383
	Iteration 66Q: 3 clusters Score -863403.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -863405.250000 Penalty: 4398.942383
	Iteration 67Q: 3 clusters Score -863405.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -863405.250000 Penalty: 4398.942383
	Iteration 68F: 3 clusters Score -863405.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Entering Unmasked Estep 
Score: -2303599.750000 Penalty: 2425.487061
	Iteration 0F: 2 clusters Score -2303600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2291010.250000 Penalty: 4850.974121
	Iteration 0F: 3 clusters Score -2291010 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2295102.000000 Penalty: 4850.974121
	Iteration 1F: 3 clusters Score -2295102 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2295487.000000 Penalty: 4850.974121
	Iteration 2F: 3 clusters Score -2295487 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2295766.750000 Penalty: 4850.974121
	Iteration 3Q: 3 clusters Score -2295767 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2296010.000000 Penalty: 4850.974121
	Iteration 4Q: 3 clusters Score -2296010 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2296172.000000 Penalty: 4850.974121
	Iteration 5Q: 3 clusters Score -2296172 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2296342.250000 Penalty: 4850.974121
	Iteration 6Q: 3 clusters Score -2296342 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2296487.500000 Penalty: 4850.974121
	Iteration 7Q: 3 clusters Score -2296488 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2296616.250000 Penalty: 4850.974121
	Iteration 8Q: 3 clusters Score -2296616 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2296743.250000 Penalty: 4850.974121
	Iteration 9Q: 3 clusters Score -2296743 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2296860.250000 Penalty: 4850.974121
	Iteration 10Q: 3 clusters Score -2296860 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2296994.250000 Penalty: 4850.974121
	Iteration 11Q: 3 clusters Score -2296994 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2297153.000000 Penalty: 4850.974121
	Iteration 12Q: 3 clusters Score -2297153 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2297320.750000 Penalty: 4850.974121
	Iteration 13Q: 3 clusters Score -2297321 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2297542.500000 Penalty: 4850.974121
	Iteration 14Q: 3 clusters Score -2297542 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2297859.000000 Penalty: 4850.974121
	Iteration 15Q: 3 clusters Score -2297859 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2298229.500000 Penalty: 4850.974121
	Iteration 16Q: 3 clusters Score -2298230 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2298657.250000 Penalty: 4850.974121
	Iteration 17Q: 3 clusters Score -2298657 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2299134.250000 Penalty: 4850.974121
	Iteration 18Q: 3 clusters Score -2299134 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2299625.000000 Penalty: 4850.974121
	Iteration 19Q: 3 clusters Score -2299625 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2300080.000000 Penalty: 4850.974121
	Iteration 20F: 3 clusters Score -2300080 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2300460.000000 Penalty: 4850.974121
	Iteration 21Q: 3 clusters Score -2300460 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2300779.750000 Penalty: 4850.974121
	Iteration 22Q: 3 clusters Score -2300780 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2301023.250000 Penalty: 4850.974121
	Iteration 23Q: 3 clusters Score -2301023 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2301183.500000 Penalty: 4850.974121
	Iteration 24Q: 3 clusters Score -2301184 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2301288.750000 Penalty: 4850.974121
	Iteration 25Q: 3 clusters Score -2301289 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2301357.000000 Penalty: 4850.974121
	Iteration 26Q: 3 clusters Score -2301357 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2301411.250000 Penalty: 4850.974121
	Iteration 27Q: 3 clusters Score -2301411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2301447.250000 Penalty: 4850.974121
	Iteration 28Q: 3 clusters Score -2301447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2301468.000000 Penalty: 4850.974121
	Iteration 29Q: 3 clusters Score -2301468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2301483.250000 Penalty: 4850.974121
	Iteration 30Q: 3 clusters Score -2301483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2301495.750000 Penalty: 4850.974121
	Iteration 31Q: 3 clusters Score -2301496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2301505.500000 Penalty: 4850.974121
	Iteration 32Q: 3 clusters Score -2301506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2301509.000000 Penalty: 4850.974121
	Iteration 33Q: 3 clusters Score -2301509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2301511.750000 Penalty: 4850.974121
	Iteration 34Q: 3 clusters Score -2301512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2301519.000000 Penalty: 4850.974121
	Iteration 35Q: 3 clusters Score -2301519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2301524.500000 Penalty: 4850.974121
	Iteration 36Q: 3 clusters Score -2301524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2301524.250000 Penalty: 4850.974121
	Iteration 37Q: 3 clusters Score -2301524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2301524.250000 Penalty: 4850.974121
	Iteration 38Q: 3 clusters Score -2301524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2301527.500000 Penalty: 4850.974121
	Iteration 39Q: 3 clusters Score -2301528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2301525.250000 Penalty: 4850.974121
	Iteration 40F: 3 clusters Score -2301525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Entering Unmasked Estep 
Score: -1096624.125000 Penalty: 2246.298584
	Iteration 0F: 2 clusters Score -1096624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1089774.125000 Penalty: 4492.597168
	Iteration 0F: 3 clusters Score -1089774 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1091720.000000 Penalty: 4492.597168
	Iteration 1F: 3 clusters Score -1091720 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1092037.125000 Penalty: 4492.597168
	Iteration 2F: 3 clusters Score -1092037 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1092311.250000 Penalty: 4492.597168
	Iteration 3F: 3 clusters Score -1092311 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1092535.750000 Penalty: 4492.597168
	Iteration 4Q: 3 clusters Score -1092536 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1092755.500000 Penalty: 4492.597168
	Iteration 5Q: 3 clusters Score -1092756 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1092961.000000 Penalty: 4492.597168
	Iteration 6Q: 3 clusters Score -1092961 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1093198.375000 Penalty: 4492.597168
	Iteration 7Q: 3 clusters Score -1093198 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1093430.250000 Penalty: 4492.597168
	Iteration 8Q: 3 clusters Score -1093430 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1093691.500000 Penalty: 4492.597168
	Iteration 9Q: 3 clusters Score -1093692 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1093945.625000 Penalty: 4492.597168
	Iteration 10Q: 3 clusters Score -1093946 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1094202.875000 Penalty: 4492.597168
	Iteration 11Q: 3 clusters Score -1094203 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1094415.750000 Penalty: 4492.597168
	Iteration 12Q: 3 clusters Score -1094416 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1094591.375000 Penalty: 4492.597168
	Iteration 13Q: 3 clusters Score -1094591 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1094724.625000 Penalty: 4492.597168
	Iteration 14Q: 3 clusters Score -1094725 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1094811.500000 Penalty: 4492.597168
	Iteration 15Q: 3 clusters Score -1094812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1094868.375000 Penalty: 4492.597168
	Iteration 16Q: 3 clusters Score -1094868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1094915.250000 Penalty: 4492.597168
	Iteration 17Q: 3 clusters Score -1094915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1094948.375000 Penalty: 4492.597168
	Iteration 18Q: 3 clusters Score -1094948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1094974.375000 Penalty: 4492.597168
	Iteration 19Q: 3 clusters Score -1094974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1094988.625000 Penalty: 4492.597168
	Iteration 20F: 3 clusters Score -1094989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1095003.250000 Penalty: 4492.597168
	Iteration 21Q: 3 clusters Score -1095003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1095012.000000 Penalty: 4492.597168
	Iteration 22Q: 3 clusters Score -1095012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1095016.125000 Penalty: 4492.597168
	Iteration 23Q: 3 clusters Score -1095016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1095015.375000 Penalty: 4492.597168
	Iteration 24Q: 3 clusters Score -1095015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1095018.125000 Penalty: 4492.597168
	Iteration 25Q: 3 clusters Score -1095018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1095020.625000 Penalty: 4492.597168
	Iteration 26Q: 3 clusters Score -1095021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1095020.625000 Penalty: 4492.597168
	Iteration 27F: 3 clusters Score -1095021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Entering Unmasked Estep 
Score: -2403894.500000 Penalty: 2437.987305
	Iteration 0F: 2 clusters Score -2403894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2390712.500000 Penalty: 4875.974609
	Iteration 0F: 3 clusters Score -2390712 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2395026.500000 Penalty: 4875.974609
	Iteration 1F: 3 clusters Score -2395026 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2395413.250000 Penalty: 4875.974609
	Iteration 2F: 3 clusters Score -2395413 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2395723.750000 Penalty: 4875.974609
	Iteration 3Q: 3 clusters Score -2395724 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2396042.500000 Penalty: 4875.974609
	Iteration 4Q: 3 clusters Score -2396042 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2396505.500000 Penalty: 4875.974609
	Iteration 5Q: 3 clusters Score -2396506 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2397089.000000 Penalty: 4875.974609
	Iteration 6Q: 3 clusters Score -2397089 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2397716.250000 Penalty: 4875.974609
	Iteration 7Q: 3 clusters Score -2397716 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2398262.750000 Penalty: 4875.974609
	Iteration 8Q: 3 clusters Score -2398263 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2398774.500000 Penalty: 4875.974609
	Iteration 9Q: 3 clusters Score -2398774 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2399235.000000 Penalty: 4875.974609
	Iteration 10Q: 3 clusters Score -2399235 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2399562.500000 Penalty: 4875.974609
	Iteration 11Q: 3 clusters Score -2399562 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2399839.750000 Penalty: 4875.974609
	Iteration 12Q: 3 clusters Score -2399840 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2400072.250000 Penalty: 4875.974609
	Iteration 13Q: 3 clusters Score -2400072 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2400319.000000 Penalty: 4875.974609
	Iteration 14Q: 3 clusters Score -2400319 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2400558.250000 Penalty: 4875.974609
	Iteration 15Q: 3 clusters Score -2400558 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2400765.250000 Penalty: 4875.974609
	Iteration 16Q: 3 clusters Score -2400765 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2400937.750000 Penalty: 4875.974609
	Iteration 17Q: 3 clusters Score -2400938 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2401082.750000 Penalty: 4875.974609
	Iteration 18Q: 3 clusters Score -2401083 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2401228.000000 Penalty: 4875.974609
	Iteration 19Q: 3 clusters Score -2401228 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2401315.750000 Penalty: 4875.974609
	Iteration 20F: 3 clusters Score -2401316 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2401409.750000 Penalty: 4875.974609
	Iteration 21Q: 3 clusters Score -2401410 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2401481.500000 Penalty: 4875.974609
	Iteration 22Q: 3 clusters Score -2401482 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2401534.250000 Penalty: 4875.974609
	Iteration 23Q: 3 clusters Score -2401534 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2401575.500000 Penalty: 4875.974609
	Iteration 24Q: 3 clusters Score -2401576 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2401611.500000 Penalty: 4875.974609
	Iteration 25Q: 3 clusters Score -2401612 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2401638.750000 Penalty: 4875.974609
	Iteration 26Q: 3 clusters Score -2401639 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2401669.250000 Penalty: 4875.974609
	Iteration 27Q: 3 clusters Score -2401669 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2401699.250000 Penalty: 4875.974609
	Iteration 28Q: 3 clusters Score -2401699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2401722.750000 Penalty: 4875.974609
	Iteration 29Q: 3 clusters Score -2401723 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2401745.500000 Penalty: 4875.974609
	Iteration 30Q: 3 clusters Score -2401746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2401768.500000 Penalty: 4875.974609
	Iteration 31Q: 3 clusters Score -2401768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2401791.000000 Penalty: 4875.974609
	Iteration 32Q: 3 clusters Score -2401791 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2401804.500000 Penalty: 4875.974609
	Iteration 33Q: 3 clusters Score -2401804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2401814.500000 Penalty: 4875.974609
	Iteration 34Q: 3 clusters Score -2401814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2401820.250000 Penalty: 4875.974609
	Iteration 35Q: 3 clusters Score -2401820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2401826.250000 Penalty: 4875.974609
	Iteration 36Q: 3 clusters Score -2401826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2401836.250000 Penalty: 4875.974609
	Iteration 37Q: 3 clusters Score -2401836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2401841.250000 Penalty: 4875.974609
	Iteration 38Q: 3 clusters Score -2401841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2401849.250000 Penalty: 4875.974609
	Iteration 39Q: 3 clusters Score -2401849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2401861.500000 Penalty: 4875.974609
	Iteration 40F: 3 clusters Score -2401862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2401864.500000 Penalty: 4875.974609
	Iteration 41Q: 3 clusters Score -2401864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2401871.000000 Penalty: 4875.974609
	Iteration 42Q: 3 clusters Score -2401871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2401881.750000 Penalty: 4875.974609
	Iteration 43Q: 3 clusters Score -2401882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2401886.500000 Penalty: 4875.974609
	Iteration 44Q: 3 clusters Score -2401886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2401895.250000 Penalty: 4875.974609
	Iteration 45Q: 3 clusters Score -2401895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2401900.750000 Penalty: 4875.974609
	Iteration 46Q: 3 clusters Score -2401901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2401903.000000 Penalty: 4875.974609
	Iteration 47Q: 3 clusters Score -2401903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2401907.250000 Penalty: 4875.974609
	Iteration 48Q: 3 clusters Score -2401907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2401908.750000 Penalty: 4875.974609
	Iteration 49Q: 3 clusters Score -2401909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2401915.500000 Penalty: 4875.974609
	Iteration 50Q: 3 clusters Score -2401916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2401914.750000 Penalty: 4875.974609
	Iteration 51Q: 3 clusters Score -2401915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2401916.750000 Penalty: 4875.974609
	Iteration 52Q: 3 clusters Score -2401917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2401916.750000 Penalty: 4875.974609
	Iteration 53Q: 3 clusters Score -2401917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2401914.250000 Penalty: 4875.974609
	Iteration 54Q: 3 clusters Score -2401914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2401915.500000 Penalty: 4875.974609
	Iteration 55Q: 3 clusters Score -2401916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2401917.000000 Penalty: 4875.974609
	Iteration 56Q: 3 clusters Score -2401917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2401917.000000 Penalty: 4875.974609
	Iteration 57F: 3 clusters Score -2401917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -42130.265625 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -42130.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40849.949219 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -40849.95 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41187.332031 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -41187.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41385.703125 Penalty: 2957.935303
	Iteration 2F: 3 clusters Score -41385.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -41533.867188 Penalty: 2957.935303
	Iteration 3F: 3 clusters Score -41533.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -41618.574219 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -41618.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -41663.160156 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -41663.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -41672.660156 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -41672.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -41672.660156 Penalty: 2957.935303
	Iteration 7F: 3 clusters Score -41672.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -299236.781250 Penalty: 1917.083374
	Iteration 0F: 2 clusters Score -299236.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -296453.218750 Penalty: 3834.166748
	Iteration 0F: 3 clusters Score -296453.2 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -296932.437500 Penalty: 3834.166748
	Iteration 1F: 3 clusters Score -296932.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -297048.406250 Penalty: 3834.166748
	Iteration 2F: 3 clusters Score -297048.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -297111.687500 Penalty: 3834.166748
	Iteration 3Q: 3 clusters Score -297111.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -297151.937500 Penalty: 3834.166748
	Iteration 4Q: 3 clusters Score -297151.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -297191.343750 Penalty: 3834.166748
	Iteration 5Q: 3 clusters Score -297191.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -297214.875000 Penalty: 3834.166748
	Iteration 6Q: 3 clusters Score -297214.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -297233.062500 Penalty: 3834.166748
	Iteration 7Q: 3 clusters Score -297233.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -297243.718750 Penalty: 3834.166748
	Iteration 8Q: 3 clusters Score -297243.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -297252.843750 Penalty: 3834.166748
	Iteration 9Q: 3 clusters Score -297252.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -297255.437500 Penalty: 3834.166748
	Iteration 10Q: 3 clusters Score -297255.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -297259.687500 Penalty: 3834.166748
	Iteration 11Q: 3 clusters Score -297259.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -297261.656250 Penalty: 3834.166748
	Iteration 12Q: 3 clusters Score -297261.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -297262.093750 Penalty: 3834.166748
	Iteration 13Q: 3 clusters Score -297262.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -297262.093750 Penalty: 3834.166748
	Iteration 14F: 3 clusters Score -297262.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -74186.335938 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -74186.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72643.093750 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -72643.09 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72905.125000 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -72905.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73126.492188 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -73126.49 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73350.914062 Penalty: 3188.340332
	Iteration 3F: 3 clusters Score -73350.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -73552.148438 Penalty: 3188.340332
	Iteration 4F: 3 clusters Score -73552.15 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -73831.257812 Penalty: 3188.340332
	Iteration 5F: 3 clusters Score -73831.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -73916.226562 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -73916.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -73962.750000 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -73962.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -73986.539062 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -73986.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -74005.359375 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -74005.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -74013.703125 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -74013.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -74021.195312 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -74021.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -74029.460938 Penalty: 3188.340332
	Iteration 12Q: 3 clusters Score -74029.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -74029.460938 Penalty: 3188.340332
	Iteration 13F: 3 clusters Score -74029.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (20303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Entering Unmasked Estep 
Score: -2631909.500000 Penalty: 2459.793945
	Iteration 0F: 2 clusters Score -2631910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2617649.250000 Penalty: 4919.587891
	Iteration 0F: 3 clusters Score -2617649 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2622545.000000 Penalty: 4919.587891
	Iteration 1F: 3 clusters Score -2622545 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2623170.000000 Penalty: 4919.587891
	Iteration 2F: 3 clusters Score -2623170 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2623911.750000 Penalty: 4919.587891
	Iteration 3F: 3 clusters Score -2623912 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2624662.500000 Penalty: 4919.587891
	Iteration 4F: 3 clusters Score -2624662 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2625444.750000 Penalty: 4919.587891
	Iteration 5F: 3 clusters Score -2625445 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2626140.000000 Penalty: 4919.587891
	Iteration 6F: 3 clusters Score -2626140 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2626743.750000 Penalty: 4919.587891
	Iteration 7F: 3 clusters Score -2626744 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2627221.500000 Penalty: 4919.587891
	Iteration 8Q: 3 clusters Score -2627222 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2627614.500000 Penalty: 4919.587891
	Iteration 9Q: 3 clusters Score -2627614 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2627975.000000 Penalty: 4919.587891
	Iteration 10Q: 3 clusters Score -2627975 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2628302.250000 Penalty: 4919.587891
	Iteration 11Q: 3 clusters Score -2628302 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2628585.000000 Penalty: 4919.587891
	Iteration 12Q: 3 clusters Score -2628585 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2628822.500000 Penalty: 4919.587891
	Iteration 13Q: 3 clusters Score -2628822 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2629006.250000 Penalty: 4919.587891
	Iteration 14Q: 3 clusters Score -2629006 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2629140.750000 Penalty: 4919.587891
	Iteration 15Q: 3 clusters Score -2629141 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2629257.000000 Penalty: 4919.587891
	Iteration 16Q: 3 clusters Score -2629257 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2629352.750000 Penalty: 4919.587891
	Iteration 17Q: 3 clusters Score -2629353 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2629454.500000 Penalty: 4919.587891
	Iteration 18Q: 3 clusters Score -2629454 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2629593.250000 Penalty: 4919.587891
	Iteration 19Q: 3 clusters Score -2629593 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2629714.250000 Penalty: 4919.587891
	Iteration 20F: 3 clusters Score -2629714 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2629859.500000 Penalty: 4919.587891
	Iteration 21Q: 3 clusters Score -2629860 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2629980.000000 Penalty: 4919.587891
	Iteration 22Q: 3 clusters Score -2629980 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2630096.250000 Penalty: 4919.587891
	Iteration 23Q: 3 clusters Score -2630096 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2630180.750000 Penalty: 4919.587891
	Iteration 24Q: 3 clusters Score -2630181 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2630259.500000 Penalty: 4919.587891
	Iteration 25Q: 3 clusters Score -2630260 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2630326.750000 Penalty: 4919.587891
	Iteration 26Q: 3 clusters Score -2630327 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2630388.750000 Penalty: 4919.587891
	Iteration 27Q: 3 clusters Score -2630389 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2630464.250000 Penalty: 4919.587891
	Iteration 28Q: 3 clusters Score -2630464 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2630523.500000 Penalty: 4919.587891
	Iteration 29Q: 3 clusters Score -2630524 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2630566.250000 Penalty: 4919.587891
	Iteration 30Q: 3 clusters Score -2630566 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2630597.000000 Penalty: 4919.587891
	Iteration 31Q: 3 clusters Score -2630597 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2630630.750000 Penalty: 4919.587891
	Iteration 32Q: 3 clusters Score -2630631 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2630649.000000 Penalty: 4919.587891
	Iteration 33Q: 3 clusters Score -2630649 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2630676.000000 Penalty: 4919.587891
	Iteration 34Q: 3 clusters Score -2630676 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2630700.500000 Penalty: 4919.587891
	Iteration 35Q: 3 clusters Score -2630700 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2630715.750000 Penalty: 4919.587891
	Iteration 36Q: 3 clusters Score -2630716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2630726.500000 Penalty: 4919.587891
	Iteration 37Q: 3 clusters Score -2630726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2630730.750000 Penalty: 4919.587891
	Iteration 38Q: 3 clusters Score -2630731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2630736.000000 Penalty: 4919.587891
	Iteration 39Q: 3 clusters Score -2630736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2630743.750000 Penalty: 4919.587891
	Iteration 40F: 3 clusters Score -2630744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2630757.750000 Penalty: 4919.587891
	Iteration 41Q: 3 clusters Score -2630758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2630761.750000 Penalty: 4919.587891
	Iteration 42Q: 3 clusters Score -2630762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2630761.750000 Penalty: 4919.587891
	Iteration 43Q: 3 clusters Score -2630762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2630760.750000 Penalty: 4919.587891
	Iteration 44Q: 3 clusters Score -2630761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2630767.250000 Penalty: 4919.587891
	Iteration 45Q: 3 clusters Score -2630767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2630766.000000 Penalty: 4919.587891
	Iteration 46Q: 3 clusters Score -2630766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2630769.250000 Penalty: 4919.587891
	Iteration 47Q: 3 clusters Score -2630769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2630770.500000 Penalty: 4919.587891
	Iteration 48Q: 3 clusters Score -2630770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2630770.750000 Penalty: 4919.587891
	Iteration 49Q: 3 clusters Score -2630771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2630769.500000 Penalty: 4919.587891
	Iteration 50Q: 3 clusters Score -2630770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2630772.250000 Penalty: 4919.587891
	Iteration 51Q: 3 clusters Score -2630772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2630773.500000 Penalty: 4919.587891
	Iteration 52Q: 3 clusters Score -2630774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2630773.250000 Penalty: 4919.587891
	Iteration 53Q: 3 clusters Score -2630773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2630774.500000 Penalty: 4919.587891
	Iteration 54Q: 3 clusters Score -2630774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2630776.250000 Penalty: 4919.587891
	Iteration 55Q: 3 clusters Score -2630776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2630774.000000 Penalty: 4919.587891
	Iteration 56Q: 3 clusters Score -2630774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2630781.000000 Penalty: 4919.587891
	Iteration 57Q: 3 clusters Score -2630781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2630783.500000 Penalty: 4919.587891
	Iteration 58Q: 3 clusters Score -2630784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2630786.250000 Penalty: 4919.587891
	Iteration 59Q: 3 clusters Score -2630786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2630783.500000 Penalty: 4919.587891
	Iteration 60F: 3 clusters Score -2630784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2630782.750000 Penalty: 4919.587891
	Iteration 61Q: 3 clusters Score -2630783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2630788.000000 Penalty: 4919.587891
	Iteration 62Q: 3 clusters Score -2630788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2630787.500000 Penalty: 4919.587891
	Iteration 63Q: 3 clusters Score -2630788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2630789.750000 Penalty: 4919.587891
	Iteration 64Q: 3 clusters Score -2630790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2630789.250000 Penalty: 4919.587891
	Iteration 65Q: 3 clusters Score -2630789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2630791.000000 Penalty: 4919.587891
	Iteration 66Q: 3 clusters Score -2630791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2630791.750000 Penalty: 4919.587891
	Iteration 67Q: 3 clusters Score -2630792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2630792.250000 Penalty: 4919.587891
	Iteration 68Q: 3 clusters Score -2630792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2630792.750000 Penalty: 4919.587891
	Iteration 69Q: 3 clusters Score -2630793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2630793.500000 Penalty: 4919.587891
	Iteration 70Q: 3 clusters Score -2630794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2630791.000000 Penalty: 4919.587891
	Iteration 71Q: 3 clusters Score -2630791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2630793.500000 Penalty: 4919.587891
	Iteration 72Q: 3 clusters Score -2630794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2630791.750000 Penalty: 4919.587891
	Iteration 73Q: 3 clusters Score -2630792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2630794.500000 Penalty: 4919.587891
	Iteration 74Q: 3 clusters Score -2630794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2630792.250000 Penalty: 4919.587891
	Iteration 75Q: 3 clusters Score -2630792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2630794.000000 Penalty: 4919.587891
	Iteration 76Q: 3 clusters Score -2630794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2630795.750000 Penalty: 4919.587891
	Iteration 77Q: 3 clusters Score -2630796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2630792.250000 Penalty: 4919.587891
	Iteration 78Q: 3 clusters Score -2630792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2630791.250000 Penalty: 4919.587891
	Iteration 79Q: 3 clusters Score -2630791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2630791.250000 Penalty: 4919.587891
	Iteration 80F: 3 clusters Score -2630791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Entering Unmasked Estep 
Score: -668906.875000 Penalty: 2120.411865
	Iteration 0F: 2 clusters Score -668906.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -664278.500000 Penalty: 4240.823730
	Iteration 0F: 3 clusters Score -664278.5 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -665436.687500 Penalty: 4240.823730
	Iteration 1F: 3 clusters Score -665436.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -665725.375000 Penalty: 4240.823730
	Iteration 2F: 3 clusters Score -665725.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -665927.750000 Penalty: 4240.823730
	Iteration 3F: 3 clusters Score -665927.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -666074.937500 Penalty: 4240.823730
	Iteration 4Q: 3 clusters Score -666074.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -666202.437500 Penalty: 4240.823730
	Iteration 5Q: 3 clusters Score -666202.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -666307.250000 Penalty: 4240.823730
	Iteration 6Q: 3 clusters Score -666307.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -666404.437500 Penalty: 4240.823730
	Iteration 7Q: 3 clusters Score -666404.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -666488.812500 Penalty: 4240.823730
	Iteration 8Q: 3 clusters Score -666488.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -666551.875000 Penalty: 4240.823730
	Iteration 9Q: 3 clusters Score -666551.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -666604.875000 Penalty: 4240.823730
	Iteration 10Q: 3 clusters Score -666604.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -666654.875000 Penalty: 4240.823730
	Iteration 11Q: 3 clusters Score -666654.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -666707.937500 Penalty: 4240.823730
	Iteration 12Q: 3 clusters Score -666707.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -666761.000000 Penalty: 4240.823730
	Iteration 13Q: 3 clusters Score -666761 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -666808.375000 Penalty: 4240.823730
	Iteration 14Q: 3 clusters Score -666808.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -666850.750000 Penalty: 4240.823730
	Iteration 15Q: 3 clusters Score -666850.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -666890.375000 Penalty: 4240.823730
	Iteration 16Q: 3 clusters Score -666890.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -666925.437500 Penalty: 4240.823730
	Iteration 17Q: 3 clusters Score -666925.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -666954.312500 Penalty: 4240.823730
	Iteration 18Q: 3 clusters Score -666954.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -666974.625000 Penalty: 4240.823730
	Iteration 19Q: 3 clusters Score -666974.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -666995.375000 Penalty: 4240.823730
	Iteration 20F: 3 clusters Score -666995.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -667014.187500 Penalty: 4240.823730
	Iteration 21Q: 3 clusters Score -667014.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -667033.937500 Penalty: 4240.823730
	Iteration 22Q: 3 clusters Score -667033.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -667051.875000 Penalty: 4240.823730
	Iteration 23Q: 3 clusters Score -667051.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -667075.187500 Penalty: 4240.823730
	Iteration 24Q: 3 clusters Score -667075.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -667094.437500 Penalty: 4240.823730
	Iteration 25Q: 3 clusters Score -667094.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -667110.500000 Penalty: 4240.823730
	Iteration 26Q: 3 clusters Score -667110.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -667120.562500 Penalty: 4240.823730
	Iteration 27Q: 3 clusters Score -667120.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -667132.312500 Penalty: 4240.823730
	Iteration 28Q: 3 clusters Score -667132.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -667147.625000 Penalty: 4240.823730
	Iteration 29Q: 3 clusters Score -667147.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -667158.125000 Penalty: 4240.823730
	Iteration 30Q: 3 clusters Score -667158.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -667168.250000 Penalty: 4240.823730
	Iteration 31Q: 3 clusters Score -667168.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -667179.562500 Penalty: 4240.823730
	Iteration 32Q: 3 clusters Score -667179.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -667191.375000 Penalty: 4240.823730
	Iteration 33Q: 3 clusters Score -667191.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -667202.562500 Penalty: 4240.823730
	Iteration 34Q: 3 clusters Score -667202.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -667208.250000 Penalty: 4240.823730
	Iteration 35Q: 3 clusters Score -667208.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -667212.000000 Penalty: 4240.823730
	Iteration 36Q: 3 clusters Score -667212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -667220.437500 Penalty: 4240.823730
	Iteration 37Q: 3 clusters Score -667220.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -667223.437500 Penalty: 4240.823730
	Iteration 38Q: 3 clusters Score -667223.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -667226.437500 Penalty: 4240.823730
	Iteration 39Q: 3 clusters Score -667226.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -667226.437500 Penalty: 4240.823730
	Iteration 40F: 3 clusters Score -667226.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -88788.125000 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -88788.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -87143.898438 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -87143.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -87433.906250 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -87433.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87609.375000 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -87609.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -87699.781250 Penalty: 3265.371094
	Iteration 3F: 3 clusters Score -87699.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -87768.226562 Penalty: 3265.371094
	Iteration 4F: 3 clusters Score -87768.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -87811.960938 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -87811.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -87851.093750 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -87851.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -87872.335938 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -87872.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -87887.195312 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -87887.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -87893.500000 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -87893.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -87896.757812 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -87896.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -87904.570312 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -87904.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -87907.164062 Penalty: 3265.371094
	Iteration 12Q: 3 clusters Score -87907.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -87907.164062 Penalty: 3265.371094
	Iteration 13F: 3 clusters Score -87907.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -334292.562500 Penalty: 1962.825195
	Iteration 0F: 2 clusters Score -334292.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -331194.843750 Penalty: 3925.650391
	Iteration 0F: 3 clusters Score -331194.8 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -331807.250000 Penalty: 3925.650391
	Iteration 1F: 3 clusters Score -331807.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -331997.593750 Penalty: 3925.650391
	Iteration 2F: 3 clusters Score -331997.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -332137.000000 Penalty: 3925.650391
	Iteration 3F: 3 clusters Score -332137 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -332265.375000 Penalty: 3925.650391
	Iteration 4Q: 3 clusters Score -332265.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -332381.250000 Penalty: 3925.650391
	Iteration 5Q: 3 clusters Score -332381.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -332492.875000 Penalty: 3925.650391
	Iteration 6Q: 3 clusters Score -332492.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -332593.156250 Penalty: 3925.650391
	Iteration 7Q: 3 clusters Score -332593.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -332666.406250 Penalty: 3925.650391
	Iteration 8Q: 3 clusters Score -332666.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -332737.906250 Penalty: 3925.650391
	Iteration 9Q: 3 clusters Score -332737.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -332846.250000 Penalty: 3925.650391
	Iteration 10Q: 3 clusters Score -332846.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -332946.937500 Penalty: 3925.650391
	Iteration 11Q: 3 clusters Score -332946.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -333046.968750 Penalty: 3925.650391
	Iteration 12Q: 3 clusters Score -333047 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -333153.718750 Penalty: 3925.650391
	Iteration 13Q: 3 clusters Score -333153.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -333258.312500 Penalty: 3925.650391
	Iteration 14Q: 3 clusters Score -333258.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -333346.187500 Penalty: 3925.650391
	Iteration 15Q: 3 clusters Score -333346.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -333417.156250 Penalty: 3925.650391
	Iteration 16Q: 3 clusters Score -333417.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -333465.312500 Penalty: 3925.650391
	Iteration 17Q: 3 clusters Score -333465.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -333514.031250 Penalty: 3925.650391
	Iteration 18Q: 3 clusters Score -333514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -333556.687500 Penalty: 3925.650391
	Iteration 19Q: 3 clusters Score -333556.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -333577.468750 Penalty: 3925.650391
	Iteration 20F: 3 clusters Score -333577.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -333588.062500 Penalty: 3925.650391
	Iteration 21Q: 3 clusters Score -333588.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -333596.687500 Penalty: 3925.650391
	Iteration 22Q: 3 clusters Score -333596.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -333604.500000 Penalty: 3925.650391
	Iteration 23Q: 3 clusters Score -333604.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -333609.875000 Penalty: 3925.650391
	Iteration 24Q: 3 clusters Score -333609.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -333611.750000 Penalty: 3925.650391
	Iteration 25Q: 3 clusters Score -333611.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -333612.437500 Penalty: 3925.650391
	Iteration 26Q: 3 clusters Score -333612.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -333612.625000 Penalty: 3925.650391
	Iteration 27Q: 3 clusters Score -333612.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -333612.625000 Penalty: 3925.650391
	Iteration 28F: 3 clusters Score -333612.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Entering Unmasked Estep 
Score: -2045075.250000 Penalty: 2410.868896
	Iteration 0F: 2 clusters Score -2045075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2033180.250000 Penalty: 4821.737793
	Iteration 0F: 3 clusters Score -2033180 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2037362.375000 Penalty: 4821.737793
	Iteration 1F: 3 clusters Score -2037362 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2038092.000000 Penalty: 4821.737793
	Iteration 2F: 3 clusters Score -2038092 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2038805.375000 Penalty: 4821.737793
	Iteration 3F: 3 clusters Score -2038805 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2039378.750000 Penalty: 4821.737793
	Iteration 4F: 3 clusters Score -2039379 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2039953.625000 Penalty: 4821.737793
	Iteration 5F: 3 clusters Score -2039954 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2040497.625000 Penalty: 4821.737793
	Iteration 6F: 3 clusters Score -2040498 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2040946.750000 Penalty: 4821.737793
	Iteration 7Q: 3 clusters Score -2040947 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2041331.250000 Penalty: 4821.737793
	Iteration 8Q: 3 clusters Score -2041331 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2041610.125000 Penalty: 4821.737793
	Iteration 9Q: 3 clusters Score -2041610 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2041850.375000 Penalty: 4821.737793
	Iteration 10Q: 3 clusters Score -2041850 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2042062.375000 Penalty: 4821.737793
	Iteration 11Q: 3 clusters Score -2042062 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2042243.000000 Penalty: 4821.737793
	Iteration 12Q: 3 clusters Score -2042243 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2042410.000000 Penalty: 4821.737793
	Iteration 13Q: 3 clusters Score -2042410 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2042560.875000 Penalty: 4821.737793
	Iteration 14Q: 3 clusters Score -2042561 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2042706.125000 Penalty: 4821.737793
	Iteration 15Q: 3 clusters Score -2042706 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2042817.375000 Penalty: 4821.737793
	Iteration 16Q: 3 clusters Score -2042817 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2042946.500000 Penalty: 4821.737793
	Iteration 17Q: 3 clusters Score -2042946 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2043052.250000 Penalty: 4821.737793
	Iteration 18Q: 3 clusters Score -2043052 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2043152.375000 Penalty: 4821.737793
	Iteration 19Q: 3 clusters Score -2043152 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2043238.125000 Penalty: 4821.737793
	Iteration 20F: 3 clusters Score -2043238 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2043297.625000 Penalty: 4821.737793
	Iteration 21Q: 3 clusters Score -2043298 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2043338.375000 Penalty: 4821.737793
	Iteration 22Q: 3 clusters Score -2043338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2043370.875000 Penalty: 4821.737793
	Iteration 23Q: 3 clusters Score -2043371 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2043397.625000 Penalty: 4821.737793
	Iteration 24Q: 3 clusters Score -2043398 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2043435.875000 Penalty: 4821.737793
	Iteration 25Q: 3 clusters Score -2043436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2043461.375000 Penalty: 4821.737793
	Iteration 26Q: 3 clusters Score -2043461 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2043512.875000 Penalty: 4821.737793
	Iteration 27Q: 3 clusters Score -2043513 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2043530.750000 Penalty: 4821.737793
	Iteration 28Q: 3 clusters Score -2043531 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2043546.875000 Penalty: 4821.737793
	Iteration 29Q: 3 clusters Score -2043547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2043561.125000 Penalty: 4821.737793
	Iteration 30Q: 3 clusters Score -2043561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2043570.750000 Penalty: 4821.737793
	Iteration 31Q: 3 clusters Score -2043571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2043574.500000 Penalty: 4821.737793
	Iteration 32Q: 3 clusters Score -2043574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2043582.500000 Penalty: 4821.737793
	Iteration 33Q: 3 clusters Score -2043582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2043591.625000 Penalty: 4821.737793
	Iteration 34Q: 3 clusters Score -2043592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2043597.500000 Penalty: 4821.737793
	Iteration 35Q: 3 clusters Score -2043598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2043595.750000 Penalty: 4821.737793
	Iteration 36Q: 3 clusters Score -2043596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2043602.125000 Penalty: 4821.737793
	Iteration 37Q: 3 clusters Score -2043602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2043605.750000 Penalty: 4821.737793
	Iteration 38Q: 3 clusters Score -2043606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2043601.875000 Penalty: 4821.737793
	Iteration 39Q: 3 clusters Score -2043602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2043601.875000 Penalty: 4821.737793
	Iteration 40F: 3 clusters Score -2043602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -244966.812500 Penalty: 1867.026245
	Iteration 0F: 2 clusters Score -244966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -242417.265625 Penalty: 3734.052490
	Iteration 0F: 3 clusters Score -242417.3 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -242847.625000 Penalty: 3734.052490
	Iteration 1F: 3 clusters Score -242847.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -242939.578125 Penalty: 3734.052490
	Iteration 2F: 3 clusters Score -242939.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -242996.375000 Penalty: 3734.052490
	Iteration 3Q: 3 clusters Score -242996.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -243032.015625 Penalty: 3734.052490
	Iteration 4Q: 3 clusters Score -243032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -243056.453125 Penalty: 3734.052490
	Iteration 5Q: 3 clusters Score -243056.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -243077.046875 Penalty: 3734.052490
	Iteration 6Q: 3 clusters Score -243077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -243102.562500 Penalty: 3734.052490
	Iteration 7Q: 3 clusters Score -243102.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -243122.343750 Penalty: 3734.052490
	Iteration 8Q: 3 clusters Score -243122.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -243135.359375 Penalty: 3734.052490
	Iteration 9Q: 3 clusters Score -243135.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -243145.765625 Penalty: 3734.052490
	Iteration 10Q: 3 clusters Score -243145.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -243161.015625 Penalty: 3734.052490
	Iteration 11Q: 3 clusters Score -243161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -243168.437500 Penalty: 3734.052490
	Iteration 12Q: 3 clusters Score -243168.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -243173.140625 Penalty: 3734.052490
	Iteration 13Q: 3 clusters Score -243173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -243178.031250 Penalty: 3734.052490
	Iteration 14Q: 3 clusters Score -243178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -243181.328125 Penalty: 3734.052490
	Iteration 15Q: 3 clusters Score -243181.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -243182.343750 Penalty: 3734.052490
	Iteration 16Q: 3 clusters Score -243182.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -243182.343750 Penalty: 3734.052490
	Iteration 17F: 3 clusters Score -243182.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -77805.023438 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -77805.02 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 317 members 
Entering Unmasked Estep 
Score: -76127.226562 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -76127.23 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76426.468750 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -76426.47 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76586.703125 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -76586.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76708.171875 Penalty: 3223.147949
	Iteration 3Q: 3 clusters Score -76708.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76877.890625 Penalty: 3223.147949
	Iteration 4Q: 3 clusters Score -76877.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -77017.875000 Penalty: 3223.147949
	Iteration 5Q: 3 clusters Score -77017.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -77118.078125 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -77118.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77254.156250 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -77254.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77470.851562 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -77470.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -77724.867188 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -77724.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77766.382812 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -77766.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77785.156250 Penalty: 3223.147949
	Iteration 11Q: 3 clusters Score -77785.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -77790.359375 Penalty: 3223.147949
	Iteration 12Q: 3 clusters Score -77790.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77795.929688 Penalty: 3223.147949
	Iteration 13Q: 3 clusters Score -77795.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -77806.718750 Penalty: 3223.147949
	Iteration 14Q: 3 clusters Score -77806.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77808.656250 Penalty: 3223.147949
	Iteration 15Q: 3 clusters Score -77808.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77809.210938 Penalty: 3223.147949
	Iteration 16F: 3 clusters Score -77809.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77811.531250 Penalty: 3223.147949
	Iteration 17Q: 3 clusters Score -77811.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77812.507812 Penalty: 3223.147949
	Iteration 18Q: 3 clusters Score -77812.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77813.968750 Penalty: 3223.147949
	Iteration 19Q: 3 clusters Score -77813.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77813.968750 Penalty: 3223.147949
	Iteration 20F: 3 clusters Score -77813.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37436 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126878 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16668 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 331 members 
Mstep: Class 35 contains 400 members 
Mstep: Class 36 contains 333 members 
Entering Unmasked Estep 
Score: -73858240.000000 Penalty: 118472.648438
Splitting cluster 34 changes total score from -73859776.000000 to -73858240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -45909.250000 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -45909.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44582.140625 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -44582.14 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44756.773438 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -44756.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44794.480469 Penalty: 2971.766357
	Iteration 2Q: 3 clusters Score -44794.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44824.339844 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -44824.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44855.699219 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -44855.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44985.871094 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -44985.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45214.667969 Penalty: 2971.766357
	Iteration 6F: 3 clusters Score -45214.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45380.550781 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -45380.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45680.011719 Penalty: 2971.766357
	Iteration 8F: 3 clusters Score -45680.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45811.535156 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -45811.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45869.507812 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -45869.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45901.863281 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -45901.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45901.863281 Penalty: 2971.766357
	Iteration 12F: 3 clusters Score -45901.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37436 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126878 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 719 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16668 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859856.000000 Penalty: 115181.742188
Iteration 119Q: 36 clusters Score -7.385986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37436 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126878 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3606 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 625 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16667 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859888.000000 Penalty: 115181.742188
Iteration 120F: 36 clusters Score -7.385989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126877 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3608 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18594 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 635 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16667 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859896.000000 Penalty: 115181.742188
Iteration 121Q: 36 clusters Score -7.38599e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 690 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 643 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16667 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859928.000000 Penalty: 115181.742188
Iteration 122Q: 36 clusters Score -7.385993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 653 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16667 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73859944.000000 Penalty: 115181.742188
Iteration 123Q: 36 clusters Score -7.385994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 669 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16667 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860016.000000 Penalty: 115181.742188
Iteration 124Q: 36 clusters Score -7.386002e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 513 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 672 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16667 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860016.000000 Penalty: 115181.742188
Iteration 125Q: 36 clusters Score -7.386002e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 642 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 513 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 678 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16667 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860240.000000 Penalty: 115181.742188
Iteration 126Q: 36 clusters Score -7.386024e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 625 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 511 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 688 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16667 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860392.000000 Penalty: 115181.742188
Iteration 127Q: 36 clusters Score -7.386039e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 617 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 683 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16667 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860776.000000 Penalty: 115181.742188
Iteration 128Q: 36 clusters Score -7.386078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 614 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 506 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 684 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16667 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860896.000000 Penalty: 115181.742188
Iteration 129Q: 36 clusters Score -7.38609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 613 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 504 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16667 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860896.000000 Penalty: 115181.742188
Iteration 130Q: 36 clusters Score -7.38609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 612 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 504 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16667 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860896.000000 Penalty: 115181.742188
Iteration 131Q: 36 clusters Score -7.38609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 612 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 504 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 686 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16667 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73860936.000000 Penalty: 115181.742188
Iteration 132F: 36 clusters Score -7.386094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 610 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 492 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 389 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 699 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16667 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73861136.000000 Penalty: 115181.742188
Iteration 133Q: 36 clusters Score -7.386114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37435 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21231 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 475 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 388 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 716 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16667 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73861248.000000 Penalty: 115181.742188
Iteration 134Q: 36 clusters Score -7.386125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37434 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 474 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7104 members 
Mstep: Class 22 contains 17680 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 391 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 720 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16666 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73861208.000000 Penalty: 115181.742188
Iteration 135Q: 36 clusters Score -7.386121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37433 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7103 members 
Mstep: Class 22 contains 17681 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 391 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 722 members 
Mstep: Class 28 contains 20303 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16666 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73861264.000000 Penalty: 115181.742188
Iteration 136Q: 36 clusters Score -7.386126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37433 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7104 members 
Mstep: Class 22 contains 17681 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 391 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 727 members 
Mstep: Class 28 contains 20302 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16666 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73861320.000000 Penalty: 115181.742188
Iteration 137Q: 36 clusters Score -7.386132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37433 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7105 members 
Mstep: Class 22 contains 17681 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 391 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 729 members 
Mstep: Class 28 contains 20301 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16666 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73861312.000000 Penalty: 115181.742188
Iteration 138Q: 36 clusters Score -7.386131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37433 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 464 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7105 members 
Mstep: Class 22 contains 17681 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 392 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 730 members 
Mstep: Class 28 contains 20301 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16666 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73861288.000000 Penalty: 115181.742188
Iteration 139Q: 36 clusters Score -7.386129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37433 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 464 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7105 members 
Mstep: Class 22 contains 17681 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 392 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 730 members 
Mstep: Class 28 contains 20301 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16666 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73861296.000000 Penalty: 115181.742188
Iteration 140F: 36 clusters Score -7.38613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37433 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 463 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7105 members 
Mstep: Class 22 contains 17681 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 392 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 20301 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16666 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73861336.000000 Penalty: 115181.742188
Iteration 141Q: 36 clusters Score -7.386134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37433 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 462 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7105 members 
Mstep: Class 22 contains 17681 members 
Mstep: Class 23 contains 8585 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 392 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 20301 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16666 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73861328.000000 Penalty: 115181.742188
Iteration 142Q: 36 clusters Score -7.386133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37433 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 462 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7105 members 
Mstep: Class 22 contains 17681 members 
Mstep: Class 23 contains 8585 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 392 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 20301 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16666 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -73861328.000000 Penalty: 115181.742188
Iteration 143F: 36 clusters Score -7.386133e+07 nChanged 0
Entering ConstructFrom: 
Score: -73861328.000000 Penalty: 115181.742188
Entering ConstructFrom: 
Trying to split cluster 1 (26495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Entering Unmasked Estep 
Score: -3538106.500000 Penalty: 2525.808350
	Iteration 0F: 2 clusters Score -3538106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3519682.000000 Penalty: 5051.616699
	Iteration 0F: 3 clusters Score -3519682 nChanged 12009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3526262.750000 Penalty: 5051.616699
	Iteration 1F: 3 clusters Score -3526263 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3526751.250000 Penalty: 5051.616699
	Iteration 2Q: 3 clusters Score -3526751 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3527293.000000 Penalty: 5051.616699
	Iteration 3Q: 3 clusters Score -3527293 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3527830.500000 Penalty: 5051.616699
	Iteration 4Q: 3 clusters Score -3527830 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3528398.250000 Penalty: 5051.616699
	Iteration 5Q: 3 clusters Score -3528398 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3529008.750000 Penalty: 5051.616699
	Iteration 6Q: 3 clusters Score -3529009 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3529637.750000 Penalty: 5051.616699
	Iteration 7Q: 3 clusters Score -3529638 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3530268.750000 Penalty: 5051.616699
	Iteration 8Q: 3 clusters Score -3530269 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -3530919.750000 Penalty: 5051.616699
	Iteration 9Q: 3 clusters Score -3530920 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -3531658.250000 Penalty: 5051.616699
	Iteration 10Q: 3 clusters Score -3531658 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -3532490.500000 Penalty: 5051.616699
	Iteration 11Q: 3 clusters Score -3532490 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3533366.500000 Penalty: 5051.616699
	Iteration 12Q: 3 clusters Score -3533366 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -3534224.750000 Penalty: 5051.616699
	Iteration 13Q: 3 clusters Score -3534225 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3534987.500000 Penalty: 5051.616699
	Iteration 14Q: 3 clusters Score -3534988 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -3535634.750000 Penalty: 5051.616699
	Iteration 15Q: 3 clusters Score -3535635 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3536007.750000 Penalty: 5051.616699
	Iteration 16Q: 3 clusters Score -3536008 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -3536202.500000 Penalty: 5051.616699
	Iteration 17Q: 3 clusters Score -3536202 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3536304.500000 Penalty: 5051.616699
	Iteration 18Q: 3 clusters Score -3536304 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -3536376.750000 Penalty: 5051.616699
	Iteration 19Q: 3 clusters Score -3536377 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -3536422.750000 Penalty: 5051.616699
	Iteration 20F: 3 clusters Score -3536423 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3536472.000000 Penalty: 5051.616699
	Iteration 21Q: 3 clusters Score -3536472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3536491.000000 Penalty: 5051.616699
	Iteration 22Q: 3 clusters Score -3536491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3536505.750000 Penalty: 5051.616699
	Iteration 23Q: 3 clusters Score -3536506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -3536512.500000 Penalty: 5051.616699
	Iteration 24Q: 3 clusters Score -3536512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -3536519.250000 Penalty: 5051.616699
	Iteration 25Q: 3 clusters Score -3536519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -3536526.250000 Penalty: 5051.616699
	Iteration 26Q: 3 clusters Score -3536526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -3536529.250000 Penalty: 5051.616699
	Iteration 27Q: 3 clusters Score -3536529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -3536537.000000 Penalty: 5051.616699
	Iteration 28Q: 3 clusters Score -3536537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -3536547.250000 Penalty: 5051.616699
	Iteration 29Q: 3 clusters Score -3536547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -3536553.000000 Penalty: 5051.616699
	Iteration 30Q: 3 clusters Score -3536553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3536558.500000 Penalty: 5051.616699
	Iteration 31Q: 3 clusters Score -3536558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3536555.750000 Penalty: 5051.616699
	Iteration 32Q: 3 clusters Score -3536556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -3536555.000000 Penalty: 5051.616699
	Iteration 33Q: 3 clusters Score -3536555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -3536557.250000 Penalty: 5051.616699
	Iteration 34Q: 3 clusters Score -3536557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3536561.500000 Penalty: 5051.616699
	Iteration 35Q: 3 clusters Score -3536562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -3536562.750000 Penalty: 5051.616699
	Iteration 36Q: 3 clusters Score -3536563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -3536568.500000 Penalty: 5051.616699
	Iteration 37Q: 3 clusters Score -3536568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3536568.750000 Penalty: 5051.616699
	Iteration 38Q: 3 clusters Score -3536569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3536564.750000 Penalty: 5051.616699
	Iteration 39Q: 3 clusters Score -3536565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3536564.750000 Penalty: 5051.616699
	Iteration 40F: 3 clusters Score -3536565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99345 members 
Entering Unmasked Estep 
Score: -13053345.000000 Penalty: 2853.575928
	Iteration 0F: 2 clusters Score -1.305334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -12986829.000000 Penalty: 5707.151855
	Iteration 0F: 3 clusters Score -1.298683e+07 nChanged 47113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -13013690.000000 Penalty: 5707.151855
	Iteration 1F: 3 clusters Score -1.301369e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -13014785.000000 Penalty: 5707.151855
	Iteration 2Q: 3 clusters Score -1.301478e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
Score: -13016530.000000 Penalty: 5707.151855
	Iteration 3Q: 3 clusters Score -1.301653e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -13019329.000000 Penalty: 5707.151855
	Iteration 4F: 3 clusters Score -1.301933e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 65926 members 
Entering Unmasked Estep 
Score: -13023737.000000 Penalty: 5707.151855
	Iteration 5F: 3 clusters Score -1.302374e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -13029967.000000 Penalty: 5707.151855
	Iteration 6F: 3 clusters Score -1.302997e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 78832 members 
Entering Unmasked Estep 
Score: -13036019.000000 Penalty: 5707.151855
	Iteration 7F: 3 clusters Score -1.303602e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 84318 members 
Entering Unmasked Estep 
Score: -13041121.000000 Penalty: 5707.151855
	Iteration 8F: 3 clusters Score -1.304112e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 88545 members 
Entering Unmasked Estep 
Score: -13044633.000000 Penalty: 5707.151855
	Iteration 9Q: 3 clusters Score -1.304463e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 91696 members 
Entering Unmasked Estep 
Score: -13046921.000000 Penalty: 5707.151855
	Iteration 10Q: 3 clusters Score -1.304692e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 93876 members 
Entering Unmasked Estep 
Score: -13048477.000000 Penalty: 5707.151855
	Iteration 11Q: 3 clusters Score -1.304848e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 95333 members 
Entering Unmasked Estep 
Score: -13049435.000000 Penalty: 5707.151855
	Iteration 12Q: 3 clusters Score -1.304944e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
Score: -13049986.000000 Penalty: 5707.151855
	Iteration 13Q: 3 clusters Score -1.304999e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 96987 members 
Entering Unmasked Estep 
Score: -13050328.000000 Penalty: 5707.151855
	Iteration 14Q: 3 clusters Score -1.305033e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 97427 members 
Entering Unmasked Estep 
Score: -13050505.000000 Penalty: 5707.151855
	Iteration 15Q: 3 clusters Score -1.30505e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 97711 members 
Entering Unmasked Estep 
Score: -13050610.000000 Penalty: 5707.151855
	Iteration 16Q: 3 clusters Score -1.305061e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 97905 members 
Entering Unmasked Estep 
Score: -13050703.000000 Penalty: 5707.151855
	Iteration 17Q: 3 clusters Score -1.30507e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 98040 members 
Entering Unmasked Estep 
Score: -13050745.000000 Penalty: 5707.151855
	Iteration 18Q: 3 clusters Score -1.305074e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 98147 members 
Entering Unmasked Estep 
Score: -13050817.000000 Penalty: 5707.151855
	Iteration 19Q: 3 clusters Score -1.305082e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 98211 members 
Entering Unmasked Estep 
Score: -13050865.000000 Penalty: 5707.151855
	Iteration 20F: 3 clusters Score -1.305086e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 98275 members 
Entering Unmasked Estep 
Score: -13050906.000000 Penalty: 5707.151855
	Iteration 21Q: 3 clusters Score -1.305091e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 98324 members 
Entering Unmasked Estep 
Score: -13050933.000000 Penalty: 5707.151855
	Iteration 22Q: 3 clusters Score -1.305093e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 98357 members 
Entering Unmasked Estep 
Score: -13050957.000000 Penalty: 5707.151855
	Iteration 23Q: 3 clusters Score -1.305096e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 98387 members 
Entering Unmasked Estep 
Score: -13050971.000000 Penalty: 5707.151855
	Iteration 24Q: 3 clusters Score -1.305097e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 98417 members 
Entering Unmasked Estep 
Score: -13050976.000000 Penalty: 5707.151855
	Iteration 25Q: 3 clusters Score -1.305098e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 98433 members 
Entering Unmasked Estep 
Score: -13050987.000000 Penalty: 5707.151855
	Iteration 26Q: 3 clusters Score -1.305099e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 98447 members 
Entering Unmasked Estep 
Score: -13050988.000000 Penalty: 5707.151855
	Iteration 27Q: 3 clusters Score -1.305099e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 98460 members 
Entering Unmasked Estep 
Score: -13050990.000000 Penalty: 5707.151855
	Iteration 28Q: 3 clusters Score -1.305099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 98467 members 
Entering Unmasked Estep 
Score: -13050987.000000 Penalty: 5707.151855
	Iteration 29Q: 3 clusters Score -1.305099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 98473 members 
Entering Unmasked Estep 
Score: -13050990.000000 Penalty: 5707.151855
	Iteration 30Q: 3 clusters Score -1.305099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 98479 members 
Entering Unmasked Estep 
Score: -13050991.000000 Penalty: 5707.151855
	Iteration 31Q: 3 clusters Score -1.305099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 98484 members 
Entering Unmasked Estep 
Score: -13050990.000000 Penalty: 5707.151855
	Iteration 32Q: 3 clusters Score -1.305099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 98496 members 
Entering Unmasked Estep 
Score: -13051003.000000 Penalty: 5707.151855
	Iteration 33Q: 3 clusters Score -1.3051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 98504 members 
Entering Unmasked Estep 
Score: -13051007.000000 Penalty: 5707.151855
	Iteration 34Q: 3 clusters Score -1.305101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 98507 members 
Entering Unmasked Estep 
Score: -13051001.000000 Penalty: 5707.151855
	Iteration 35Q: 3 clusters Score -1.3051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 98508 members 
Entering Unmasked Estep 
Score: -13051007.000000 Penalty: 5707.151855
	Iteration 36Q: 3 clusters Score -1.305101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 98511 members 
Entering Unmasked Estep 
Score: -13051015.000000 Penalty: 5707.151855
	Iteration 37Q: 3 clusters Score -1.305102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 98512 members 
Entering Unmasked Estep 
Score: -13051012.000000 Penalty: 5707.151855
	Iteration 38Q: 3 clusters Score -1.305101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -13051015.000000 Penalty: 5707.151855
	Iteration 39Q: 3 clusters Score -1.305102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 98517 members 
Entering Unmasked Estep 
Score: -13051020.000000 Penalty: 5707.151855
	Iteration 40F: 3 clusters Score -1.305102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 98521 members 
Entering Unmasked Estep 
Score: -13051025.000000 Penalty: 5707.151855
	Iteration 41Q: 3 clusters Score -1.305102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 98524 members 
Entering Unmasked Estep 
Score: -13051032.000000 Penalty: 5707.151855
	Iteration 42Q: 3 clusters Score -1.305103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 98524 members 
Entering Unmasked Estep 
Score: -13051028.000000 Penalty: 5707.151855
	Iteration 43Q: 3 clusters Score -1.305103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 98525 members 
Entering Unmasked Estep 
Score: -13051029.000000 Penalty: 5707.151855
	Iteration 44Q: 3 clusters Score -1.305103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 98525 members 
Entering Unmasked Estep 
Score: -13051029.000000 Penalty: 5707.151855
	Iteration 45F: 3 clusters Score -1.305103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Entering Unmasked Estep 
Score: -2128310.500000 Penalty: 2422.011963
	Iteration 0F: 2 clusters Score -2128310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2115947.000000 Penalty: 4844.023926
	Iteration 0F: 3 clusters Score -2115947 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2120093.750000 Penalty: 4844.023926
	Iteration 1F: 3 clusters Score -2120094 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2120672.000000 Penalty: 4844.023926
	Iteration 2F: 3 clusters Score -2120672 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2121300.500000 Penalty: 4844.023926
	Iteration 3F: 3 clusters Score -2121300 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2122006.500000 Penalty: 4844.023926
	Iteration 4F: 3 clusters Score -2122006 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2122675.500000 Penalty: 4844.023926
	Iteration 5F: 3 clusters Score -2122676 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2123272.750000 Penalty: 4844.023926
	Iteration 6F: 3 clusters Score -2123273 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2123830.500000 Penalty: 4844.023926
	Iteration 7F: 3 clusters Score -2123830 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2124212.750000 Penalty: 4844.023926
	Iteration 8Q: 3 clusters Score -2124213 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2124488.750000 Penalty: 4844.023926
	Iteration 9Q: 3 clusters Score -2124489 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2124675.250000 Penalty: 4844.023926
	Iteration 10Q: 3 clusters Score -2124675 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2124823.000000 Penalty: 4844.023926
	Iteration 11Q: 3 clusters Score -2124823 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2124961.000000 Penalty: 4844.023926
	Iteration 12Q: 3 clusters Score -2124961 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2125091.000000 Penalty: 4844.023926
	Iteration 13Q: 3 clusters Score -2125091 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2125214.000000 Penalty: 4844.023926
	Iteration 14Q: 3 clusters Score -2125214 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2125354.500000 Penalty: 4844.023926
	Iteration 15Q: 3 clusters Score -2125354 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2125504.500000 Penalty: 4844.023926
	Iteration 16Q: 3 clusters Score -2125504 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2125646.500000 Penalty: 4844.023926
	Iteration 17Q: 3 clusters Score -2125646 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2125770.250000 Penalty: 4844.023926
	Iteration 18Q: 3 clusters Score -2125770 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2125902.000000 Penalty: 4844.023926
	Iteration 19Q: 3 clusters Score -2125902 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2126030.500000 Penalty: 4844.023926
	Iteration 20F: 3 clusters Score -2126030 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2126165.250000 Penalty: 4844.023926
	Iteration 21Q: 3 clusters Score -2126165 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2126305.750000 Penalty: 4844.023926
	Iteration 22Q: 3 clusters Score -2126306 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2126429.000000 Penalty: 4844.023926
	Iteration 23Q: 3 clusters Score -2126429 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2126509.750000 Penalty: 4844.023926
	Iteration 24Q: 3 clusters Score -2126510 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2126585.250000 Penalty: 4844.023926
	Iteration 25Q: 3 clusters Score -2126585 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2126659.500000 Penalty: 4844.023926
	Iteration 26Q: 3 clusters Score -2126660 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2126714.000000 Penalty: 4844.023926
	Iteration 27Q: 3 clusters Score -2126714 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2126754.000000 Penalty: 4844.023926
	Iteration 28Q: 3 clusters Score -2126754 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2126789.250000 Penalty: 4844.023926
	Iteration 29Q: 3 clusters Score -2126789 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2126827.750000 Penalty: 4844.023926
	Iteration 30Q: 3 clusters Score -2126828 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2126838.250000 Penalty: 4844.023926
	Iteration 31Q: 3 clusters Score -2126838 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2126849.250000 Penalty: 4844.023926
	Iteration 32Q: 3 clusters Score -2126849 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2126876.500000 Penalty: 4844.023926
	Iteration 33Q: 3 clusters Score -2126876 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2126888.000000 Penalty: 4844.023926
	Iteration 34Q: 3 clusters Score -2126888 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2126899.250000 Penalty: 4844.023926
	Iteration 35Q: 3 clusters Score -2126899 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2126906.750000 Penalty: 4844.023926
	Iteration 36Q: 3 clusters Score -2126907 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2126924.500000 Penalty: 4844.023926
	Iteration 37Q: 3 clusters Score -2126924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2126931.000000 Penalty: 4844.023926
	Iteration 38Q: 3 clusters Score -2126931 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2126951.750000 Penalty: 4844.023926
	Iteration 39Q: 3 clusters Score -2126952 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2126961.500000 Penalty: 4844.023926
	Iteration 40F: 3 clusters Score -2126962 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2126966.500000 Penalty: 4844.023926
	Iteration 41Q: 3 clusters Score -2126966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2126985.750000 Penalty: 4844.023926
	Iteration 42Q: 3 clusters Score -2126986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2126984.500000 Penalty: 4844.023926
	Iteration 43Q: 3 clusters Score -2126984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2126990.250000 Penalty: 4844.023926
	Iteration 44Q: 3 clusters Score -2126990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2126995.000000 Penalty: 4844.023926
	Iteration 45Q: 3 clusters Score -2126995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2126992.000000 Penalty: 4844.023926
	Iteration 46Q: 3 clusters Score -2126992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2126992.500000 Penalty: 4844.023926
	Iteration 47Q: 3 clusters Score -2126992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2126998.250000 Penalty: 4844.023926
	Iteration 48Q: 3 clusters Score -2126998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2126998.250000 Penalty: 4844.023926
	Iteration 49Q: 3 clusters Score -2126998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2127000.750000 Penalty: 4844.023926
	Iteration 50Q: 3 clusters Score -2127001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2127000.500000 Penalty: 4844.023926
	Iteration 51Q: 3 clusters Score -2127000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2127004.500000 Penalty: 4844.023926
	Iteration 52Q: 3 clusters Score -2127004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2127008.000000 Penalty: 4844.023926
	Iteration 53Q: 3 clusters Score -2127008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2127007.500000 Penalty: 4844.023926
	Iteration 54Q: 3 clusters Score -2127008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2127007.750000 Penalty: 4844.023926
	Iteration 55Q: 3 clusters Score -2127008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2127008.500000 Penalty: 4844.023926
	Iteration 56Q: 3 clusters Score -2127008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2127007.500000 Penalty: 4844.023926
	Iteration 57Q: 3 clusters Score -2127008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2127005.750000 Penalty: 4844.023926
	Iteration 58Q: 3 clusters Score -2127006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2127005.750000 Penalty: 4844.023926
	Iteration 59F: 3 clusters Score -2127006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Entering Unmasked Estep 
Score: -314035.468750 Penalty: 1933.932007
	Iteration 0F: 2 clusters Score -314035.5 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 1210 members 
Entering Unmasked Estep 
Score: -311105.375000 Penalty: 3867.864014
	Iteration 0F: 3 clusters Score -311105.4 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -311678.875000 Penalty: 3867.864014
	Iteration 1F: 3 clusters Score -311678.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -311839.406250 Penalty: 3867.864014
	Iteration 2F: 3 clusters Score -311839.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -311920.093750 Penalty: 3867.864014
	Iteration 3F: 3 clusters Score -311920.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -311965.906250 Penalty: 3867.864014
	Iteration 4Q: 3 clusters Score -311965.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -311994.062500 Penalty: 3867.864014
	Iteration 5Q: 3 clusters Score -311994.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -312011.062500 Penalty: 3867.864014
	Iteration 6Q: 3 clusters Score -312011.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -312024.500000 Penalty: 3867.864014
	Iteration 7Q: 3 clusters Score -312024.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -312036.187500 Penalty: 3867.864014
	Iteration 8Q: 3 clusters Score -312036.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -312045.250000 Penalty: 3867.864014
	Iteration 9Q: 3 clusters Score -312045.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -312056.187500 Penalty: 3867.864014
	Iteration 10Q: 3 clusters Score -312056.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -312064.000000 Penalty: 3867.864014
	Iteration 11Q: 3 clusters Score -312064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -312072.593750 Penalty: 3867.864014
	Iteration 12Q: 3 clusters Score -312072.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -312078.875000 Penalty: 3867.864014
	Iteration 13Q: 3 clusters Score -312078.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -312084.875000 Penalty: 3867.864014
	Iteration 14Q: 3 clusters Score -312084.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -312089.937500 Penalty: 3867.864014
	Iteration 15Q: 3 clusters Score -312089.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -312099.375000 Penalty: 3867.864014
	Iteration 16Q: 3 clusters Score -312099.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -312108.593750 Penalty: 3867.864014
	Iteration 17Q: 3 clusters Score -312108.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -312114.843750 Penalty: 3867.864014
	Iteration 18Q: 3 clusters Score -312114.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -312118.343750 Penalty: 3867.864014
	Iteration 19Q: 3 clusters Score -312118.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -312119.656250 Penalty: 3867.864014
	Iteration 20F: 3 clusters Score -312119.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -312121.687500 Penalty: 3867.864014
	Iteration 21Q: 3 clusters Score -312121.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -312122.625000 Penalty: 3867.864014
	Iteration 22Q: 3 clusters Score -312122.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -312123.156250 Penalty: 3867.864014
	Iteration 23Q: 3 clusters Score -312123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -312125.843750 Penalty: 3867.864014
	Iteration 24Q: 3 clusters Score -312125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -312126.031250 Penalty: 3867.864014
	Iteration 25Q: 3 clusters Score -312126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -312127.156250 Penalty: 3867.864014
	Iteration 26Q: 3 clusters Score -312127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -312127.000000 Penalty: 3867.864014
	Iteration 27Q: 3 clusters Score -312127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -312127.000000 Penalty: 3867.864014
	Iteration 28F: 3 clusters Score -312127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Entering Unmasked Estep 
Score: -4942218.000000 Penalty: 2611.516357
	Iteration 0F: 2 clusters Score -4942218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -4916910.500000 Penalty: 5223.032715
	Iteration 0F: 3 clusters Score -4916910 nChanged 16957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -4926364.000000 Penalty: 5223.032715
	Iteration 1F: 3 clusters Score -4926364 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -4926899.500000 Penalty: 5223.032715
	Iteration 2Q: 3 clusters Score -4926900 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -4927458.000000 Penalty: 5223.032715
	Iteration 3Q: 3 clusters Score -4927458 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -4928091.500000 Penalty: 5223.032715
	Iteration 4Q: 3 clusters Score -4928092 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -4928950.500000 Penalty: 5223.032715
	Iteration 5Q: 3 clusters Score -4928950 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -4930302.500000 Penalty: 5223.032715
	Iteration 6F: 3 clusters Score -4930302 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -4932144.500000 Penalty: 5223.032715
	Iteration 7F: 3 clusters Score -4932144 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -4934440.500000 Penalty: 5223.032715
	Iteration 8F: 3 clusters Score -4934440 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -4936664.500000 Penalty: 5223.032715
	Iteration 9F: 3 clusters Score -4936664 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -4938221.000000 Penalty: 5223.032715
	Iteration 10Q: 3 clusters Score -4938221 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -4939053.000000 Penalty: 5223.032715
	Iteration 11Q: 3 clusters Score -4939053 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -4939453.500000 Penalty: 5223.032715
	Iteration 12Q: 3 clusters Score -4939454 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -4939681.500000 Penalty: 5223.032715
	Iteration 13Q: 3 clusters Score -4939682 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -4939807.500000 Penalty: 5223.032715
	Iteration 14Q: 3 clusters Score -4939808 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -4939860.500000 Penalty: 5223.032715
	Iteration 15Q: 3 clusters Score -4939860 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -4939917.000000 Penalty: 5223.032715
	Iteration 16Q: 3 clusters Score -4939917 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -4939946.500000 Penalty: 5223.032715
	Iteration 17Q: 3 clusters Score -4939946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -4939975.000000 Penalty: 5223.032715
	Iteration 18Q: 3 clusters Score -4939975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -4940000.000000 Penalty: 5223.032715
	Iteration 19Q: 3 clusters Score -4940000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -4940013.500000 Penalty: 5223.032715
	Iteration 20F: 3 clusters Score -4940014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -4940027.500000 Penalty: 5223.032715
	Iteration 21Q: 3 clusters Score -4940028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -4940041.000000 Penalty: 5223.032715
	Iteration 22Q: 3 clusters Score -4940041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -4940047.000000 Penalty: 5223.032715
	Iteration 23Q: 3 clusters Score -4940047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -4940058.000000 Penalty: 5223.032715
	Iteration 24Q: 3 clusters Score -4940058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -4940073.000000 Penalty: 5223.032715
	Iteration 25Q: 3 clusters Score -4940073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -4940083.000000 Penalty: 5223.032715
	Iteration 26Q: 3 clusters Score -4940083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -4940078.000000 Penalty: 5223.032715
	Iteration 27Q: 3 clusters Score -4940078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -4940075.500000 Penalty: 5223.032715
	Iteration 28Q: 3 clusters Score -4940076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -4940082.000000 Penalty: 5223.032715
	Iteration 29Q: 3 clusters Score -4940082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -4940084.000000 Penalty: 5223.032715
	Iteration 30Q: 3 clusters Score -4940084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -4940086.000000 Penalty: 5223.032715
	Iteration 31Q: 3 clusters Score -4940086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -4940089.500000 Penalty: 5223.032715
	Iteration 32Q: 3 clusters Score -4940090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -4940092.500000 Penalty: 5223.032715
	Iteration 33Q: 3 clusters Score -4940092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -4940092.500000 Penalty: 5223.032715
	Iteration 34F: 3 clusters Score -4940092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Entering Unmasked Estep 
Score: -487378.250000 Penalty: 2062.442383
	Iteration 0F: 2 clusters Score -487378.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -483476.500000 Penalty: 4124.884766
	Iteration 0F: 3 clusters Score -483476.5 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -484655.937500 Penalty: 4124.884766
	Iteration 1F: 3 clusters Score -484655.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -485139.312500 Penalty: 4124.884766
	Iteration 2F: 3 clusters Score -485139.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -485575.687500 Penalty: 4124.884766
	Iteration 3F: 3 clusters Score -485575.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -485972.093750 Penalty: 4124.884766
	Iteration 4F: 3 clusters Score -485972.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -486249.750000 Penalty: 4124.884766
	Iteration 5F: 3 clusters Score -486249.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -486426.218750 Penalty: 4124.884766
	Iteration 6Q: 3 clusters Score -486426.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -486518.093750 Penalty: 4124.884766
	Iteration 7Q: 3 clusters Score -486518.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -486579.125000 Penalty: 4124.884766
	Iteration 8Q: 3 clusters Score -486579.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -486610.031250 Penalty: 4124.884766
	Iteration 9Q: 3 clusters Score -486610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -486630.625000 Penalty: 4124.884766
	Iteration 10Q: 3 clusters Score -486630.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -486650.500000 Penalty: 4124.884766
	Iteration 11Q: 3 clusters Score -486650.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -486666.687500 Penalty: 4124.884766
	Iteration 12Q: 3 clusters Score -486666.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -486678.343750 Penalty: 4124.884766
	Iteration 13Q: 3 clusters Score -486678.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -486683.406250 Penalty: 4124.884766
	Iteration 14Q: 3 clusters Score -486683.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -486689.812500 Penalty: 4124.884766
	Iteration 15Q: 3 clusters Score -486689.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -486694.593750 Penalty: 4124.884766
	Iteration 16Q: 3 clusters Score -486694.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -486702.250000 Penalty: 4124.884766
	Iteration 17Q: 3 clusters Score -486702.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -486714.750000 Penalty: 4124.884766
	Iteration 18Q: 3 clusters Score -486714.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -486728.781250 Penalty: 4124.884766
	Iteration 19Q: 3 clusters Score -486728.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -486740.562500 Penalty: 4124.884766
	Iteration 20F: 3 clusters Score -486740.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -486755.062500 Penalty: 4124.884766
	Iteration 21Q: 3 clusters Score -486755.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -486770.718750 Penalty: 4124.884766
	Iteration 22Q: 3 clusters Score -486770.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -486789.906250 Penalty: 4124.884766
	Iteration 23Q: 3 clusters Score -486789.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -486806.625000 Penalty: 4124.884766
	Iteration 24Q: 3 clusters Score -486806.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -486819.781250 Penalty: 4124.884766
	Iteration 25Q: 3 clusters Score -486819.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -486834.187500 Penalty: 4124.884766
	Iteration 26Q: 3 clusters Score -486834.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -486840.781250 Penalty: 4124.884766
	Iteration 27Q: 3 clusters Score -486840.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -486843.875000 Penalty: 4124.884766
	Iteration 28Q: 3 clusters Score -486843.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -486850.875000 Penalty: 4124.884766
	Iteration 29Q: 3 clusters Score -486850.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -486856.500000 Penalty: 4124.884766
	Iteration 30Q: 3 clusters Score -486856.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -486861.031250 Penalty: 4124.884766
	Iteration 31Q: 3 clusters Score -486861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -486867.968750 Penalty: 4124.884766
	Iteration 32Q: 3 clusters Score -486868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -486872.062500 Penalty: 4124.884766
	Iteration 33Q: 3 clusters Score -486872.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -486876.062500 Penalty: 4124.884766
	Iteration 34Q: 3 clusters Score -486876.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -486878.468750 Penalty: 4124.884766
	Iteration 35Q: 3 clusters Score -486878.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -486881.218750 Penalty: 4124.884766
	Iteration 36Q: 3 clusters Score -486881.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -486882.718750 Penalty: 4124.884766
	Iteration 37Q: 3 clusters Score -486882.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -486883.125000 Penalty: 4124.884766
	Iteration 38Q: 3 clusters Score -486883.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -486883.125000 Penalty: 4124.884766
	Iteration 39F: 3 clusters Score -486883.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -892204.250000 Penalty: 2183.547119
	Iteration 0F: 2 clusters Score -892204.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -886637.250000 Penalty: 4367.094238
	Iteration 0F: 3 clusters Score -886637.2 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -888070.312500 Penalty: 4367.094238
	Iteration 1F: 3 clusters Score -888070.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -888309.437500 Penalty: 4367.094238
	Iteration 2F: 3 clusters Score -888309.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -888459.812500 Penalty: 4367.094238
	Iteration 3F: 3 clusters Score -888459.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -888595.500000 Penalty: 4367.094238
	Iteration 4Q: 3 clusters Score -888595.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -888703.687500 Penalty: 4367.094238
	Iteration 5Q: 3 clusters Score -888703.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -888791.187500 Penalty: 4367.094238
	Iteration 6Q: 3 clusters Score -888791.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -888888.187500 Penalty: 4367.094238
	Iteration 7Q: 3 clusters Score -888888.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -888977.437500 Penalty: 4367.094238
	Iteration 8Q: 3 clusters Score -888977.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -889069.062500 Penalty: 4367.094238
	Iteration 9Q: 3 clusters Score -889069.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -889180.687500 Penalty: 4367.094238
	Iteration 10Q: 3 clusters Score -889180.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -889307.000000 Penalty: 4367.094238
	Iteration 11Q: 3 clusters Score -889307 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -889441.312500 Penalty: 4367.094238
	Iteration 12Q: 3 clusters Score -889441.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -889574.187500 Penalty: 4367.094238
	Iteration 13Q: 3 clusters Score -889574.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -889706.750000 Penalty: 4367.094238
	Iteration 14Q: 3 clusters Score -889706.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -889821.125000 Penalty: 4367.094238
	Iteration 15Q: 3 clusters Score -889821.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -889922.000000 Penalty: 4367.094238
	Iteration 16Q: 3 clusters Score -889922 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -889996.187500 Penalty: 4367.094238
	Iteration 17Q: 3 clusters Score -889996.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -890058.875000 Penalty: 4367.094238
	Iteration 18Q: 3 clusters Score -890058.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -890099.062500 Penalty: 4367.094238
	Iteration 19Q: 3 clusters Score -890099.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -890138.250000 Penalty: 4367.094238
	Iteration 20F: 3 clusters Score -890138.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -890161.500000 Penalty: 4367.094238
	Iteration 21Q: 3 clusters Score -890161.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -890178.625000 Penalty: 4367.094238
	Iteration 22Q: 3 clusters Score -890178.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -890188.312500 Penalty: 4367.094238
	Iteration 23Q: 3 clusters Score -890188.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -890200.000000 Penalty: 4367.094238
	Iteration 24Q: 3 clusters Score -890200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -890215.687500 Penalty: 4367.094238
	Iteration 25Q: 3 clusters Score -890215.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -890222.750000 Penalty: 4367.094238
	Iteration 26Q: 3 clusters Score -890222.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -890228.250000 Penalty: 4367.094238
	Iteration 27Q: 3 clusters Score -890228.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -890237.250000 Penalty: 4367.094238
	Iteration 28Q: 3 clusters Score -890237.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -890240.812500 Penalty: 4367.094238
	Iteration 29Q: 3 clusters Score -890240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -890246.437500 Penalty: 4367.094238
	Iteration 30Q: 3 clusters Score -890246.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -890249.187500 Penalty: 4367.094238
	Iteration 31Q: 3 clusters Score -890249.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -890249.875000 Penalty: 4367.094238
	Iteration 32Q: 3 clusters Score -890249.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -890250.062500 Penalty: 4367.094238
	Iteration 33Q: 3 clusters Score -890250.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -890249.500000 Penalty: 4367.094238
	Iteration 34Q: 3 clusters Score -890249.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -890252.375000 Penalty: 4367.094238
	Iteration 35Q: 3 clusters Score -890252.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -890252.437500 Penalty: 4367.094238
	Iteration 36Q: 3 clusters Score -890252.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -890253.125000 Penalty: 4367.094238
	Iteration 37Q: 3 clusters Score -890253.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -890253.062500 Penalty: 4367.094238
	Iteration 38Q: 3 clusters Score -890253.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -890253.062500 Penalty: 4367.094238
	Iteration 39F: 3 clusters Score -890253.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (126876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126876 members 
Entering Unmasked Estep 
Score: -16712071.000000 Penalty: 2914.239258
	Iteration 0F: 2 clusters Score -1.671207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -16627052.000000 Penalty: 5828.478516
	Iteration 0F: 3 clusters Score -1.662705e+07 nChanged 60497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -16662209.000000 Penalty: 5828.478516
	Iteration 1F: 3 clusters Score -1.666221e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 67434 members 
Entering Unmasked Estep 
Score: -16663203.000000 Penalty: 5828.478516
	Iteration 2Q: 3 clusters Score -1.66632e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
Score: -16664332.000000 Penalty: 5828.478516
	Iteration 3Q: 3 clusters Score -1.666433e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -16666019.000000 Penalty: 5828.478516
	Iteration 4Q: 3 clusters Score -1.666602e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 77745 members 
Entering Unmasked Estep 
Score: -16668615.000000 Penalty: 5828.478516
	Iteration 5Q: 3 clusters Score -1.666862e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 84700 members 
Entering Unmasked Estep 
Score: -16673223.000000 Penalty: 5828.478516
	Iteration 6F: 3 clusters Score -1.667322e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -16679830.000000 Penalty: 5828.478516
	Iteration 7F: 3 clusters Score -1.667983e+07 nChanged 9797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 103189 members 
Entering Unmasked Estep 
Score: -16688459.000000 Penalty: 5828.478516
	Iteration 8F: 3 clusters Score -1.668846e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 111930 members 
Entering Unmasked Estep 
Score: -16696562.000000 Penalty: 5828.478516
	Iteration 9F: 3 clusters Score -1.669656e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 118238 members 
Entering Unmasked Estep 
Score: -16702272.000000 Penalty: 5828.478516
	Iteration 10Q: 3 clusters Score -1.670227e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 122230 members 
Entering Unmasked Estep 
Score: -16705841.000000 Penalty: 5828.478516
	Iteration 11Q: 3 clusters Score -1.670584e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 124450 members 
Entering Unmasked Estep 
Score: -16707701.000000 Penalty: 5828.478516
	Iteration 12Q: 3 clusters Score -1.67077e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 125558 members 
Entering Unmasked Estep 
Score: -16708613.000000 Penalty: 5828.478516
	Iteration 13Q: 3 clusters Score -1.670861e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 126033 members 
Entering Unmasked Estep 
Score: -16709016.000000 Penalty: 5828.478516
	Iteration 14Q: 3 clusters Score -1.670902e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 126226 members 
Entering Unmasked Estep 
Score: -16709176.000000 Penalty: 5828.478516
	Iteration 15Q: 3 clusters Score -1.670918e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 126340 members 
Entering Unmasked Estep 
Score: -16709282.000000 Penalty: 5828.478516
	Iteration 16Q: 3 clusters Score -1.670928e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 126412 members 
Entering Unmasked Estep 
Score: -16709363.000000 Penalty: 5828.478516
	Iteration 17Q: 3 clusters Score -1.670936e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 126453 members 
Entering Unmasked Estep 
Score: -16709394.000000 Penalty: 5828.478516
	Iteration 18Q: 3 clusters Score -1.670939e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 126477 members 
Entering Unmasked Estep 
Score: -16709444.000000 Penalty: 5828.478516
	Iteration 19Q: 3 clusters Score -1.670944e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 126494 members 
Entering Unmasked Estep 
Score: -16709481.000000 Penalty: 5828.478516
	Iteration 20F: 3 clusters Score -1.670948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 126502 members 
Entering Unmasked Estep 
Score: -16709488.000000 Penalty: 5828.478516
	Iteration 21Q: 3 clusters Score -1.670949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 126512 members 
Entering Unmasked Estep 
Score: -16709513.000000 Penalty: 5828.478516
	Iteration 22Q: 3 clusters Score -1.670951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 126518 members 
Entering Unmasked Estep 
Score: -16709509.000000 Penalty: 5828.478516
	Iteration 23Q: 3 clusters Score -1.670951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 126523 members 
Entering Unmasked Estep 
Score: -16709514.000000 Penalty: 5828.478516
	Iteration 24Q: 3 clusters Score -1.670951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 126525 members 
Entering Unmasked Estep 
Score: -16709533.000000 Penalty: 5828.478516
	Iteration 25Q: 3 clusters Score -1.670953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 126525 members 
Entering Unmasked Estep 
Score: -16709530.000000 Penalty: 5828.478516
	Iteration 26Q: 3 clusters Score -1.670953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 126527 members 
Entering Unmasked Estep 
Score: -16709530.000000 Penalty: 5828.478516
	Iteration 27Q: 3 clusters Score -1.670953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 126528 members 
Entering Unmasked Estep 
Score: -16709538.000000 Penalty: 5828.478516
	Iteration 28Q: 3 clusters Score -1.670954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 126529 members 
Entering Unmasked Estep 
Score: -16709542.000000 Penalty: 5828.478516
	Iteration 29Q: 3 clusters Score -1.670954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 126530 members 
Entering Unmasked Estep 
Score: -16709546.000000 Penalty: 5828.478516
	Iteration 30Q: 3 clusters Score -1.670955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 126532 members 
Entering Unmasked Estep 
Score: -16709549.000000 Penalty: 5828.478516
	Iteration 31Q: 3 clusters Score -1.670955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 126531 members 
Entering Unmasked Estep 
Score: -16709547.000000 Penalty: 5828.478516
	Iteration 32Q: 3 clusters Score -1.670955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 126531 members 
Entering Unmasked Estep 
Score: -16709547.000000 Penalty: 5828.478516
	Iteration 33F: 3 clusters Score -1.670955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Entering Unmasked Estep 
Score: -695151.500000 Penalty: 2127.228760
	Iteration 0F: 2 clusters Score -695151.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -690479.812500 Penalty: 4254.457520
	Iteration 0F: 3 clusters Score -690479.8 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -691689.812500 Penalty: 4254.457520
	Iteration 1F: 3 clusters Score -691689.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -691938.625000 Penalty: 4254.457520
	Iteration 2F: 3 clusters Score -691938.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -692108.875000 Penalty: 4254.457520
	Iteration 3F: 3 clusters Score -692108.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -692256.875000 Penalty: 4254.457520
	Iteration 4Q: 3 clusters Score -692256.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -692389.000000 Penalty: 4254.457520
	Iteration 5Q: 3 clusters Score -692389 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -692548.812500 Penalty: 4254.457520
	Iteration 6Q: 3 clusters Score -692548.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -692714.375000 Penalty: 4254.457520
	Iteration 7Q: 3 clusters Score -692714.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -692936.625000 Penalty: 4254.457520
	Iteration 8Q: 3 clusters Score -692936.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -693191.500000 Penalty: 4254.457520
	Iteration 9Q: 3 clusters Score -693191.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -693440.187500 Penalty: 4254.457520
	Iteration 10Q: 3 clusters Score -693440.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -693637.062500 Penalty: 4254.457520
	Iteration 11Q: 3 clusters Score -693637.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -693808.937500 Penalty: 4254.457520
	Iteration 12Q: 3 clusters Score -693808.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -693949.125000 Penalty: 4254.457520
	Iteration 13Q: 3 clusters Score -693949.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -694053.250000 Penalty: 4254.457520
	Iteration 14Q: 3 clusters Score -694053.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -694127.500000 Penalty: 4254.457520
	Iteration 15Q: 3 clusters Score -694127.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -694178.437500 Penalty: 4254.457520
	Iteration 16Q: 3 clusters Score -694178.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -694220.000000 Penalty: 4254.457520
	Iteration 17Q: 3 clusters Score -694220 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -694254.750000 Penalty: 4254.457520
	Iteration 18Q: 3 clusters Score -694254.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -694281.062500 Penalty: 4254.457520
	Iteration 19Q: 3 clusters Score -694281.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -694299.687500 Penalty: 4254.457520
	Iteration 20F: 3 clusters Score -694299.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -694308.187500 Penalty: 4254.457520
	Iteration 21Q: 3 clusters Score -694308.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -694318.562500 Penalty: 4254.457520
	Iteration 22Q: 3 clusters Score -694318.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -694322.875000 Penalty: 4254.457520
	Iteration 23Q: 3 clusters Score -694322.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -694326.562500 Penalty: 4254.457520
	Iteration 24Q: 3 clusters Score -694326.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -694329.812500 Penalty: 4254.457520
	Iteration 25Q: 3 clusters Score -694329.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -694332.937500 Penalty: 4254.457520
	Iteration 26Q: 3 clusters Score -694332.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -694333.437500 Penalty: 4254.457520
	Iteration 27Q: 3 clusters Score -694333.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -694335.187500 Penalty: 4254.457520
	Iteration 28Q: 3 clusters Score -694335.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -694339.500000 Penalty: 4254.457520
	Iteration 29Q: 3 clusters Score -694339.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -694338.687500 Penalty: 4254.457520
	Iteration 30Q: 3 clusters Score -694338.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -694340.937500 Penalty: 4254.457520
	Iteration 31Q: 3 clusters Score -694340.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -694341.312500 Penalty: 4254.457520
	Iteration 32Q: 3 clusters Score -694341.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -694343.562500 Penalty: 4254.457520
	Iteration 33Q: 3 clusters Score -694343.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -694343.687500 Penalty: 4254.457520
	Iteration 34Q: 3 clusters Score -694343.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -694346.250000 Penalty: 4254.457520
	Iteration 35Q: 3 clusters Score -694346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -694347.812500 Penalty: 4254.457520
	Iteration 36Q: 3 clusters Score -694347.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -694347.812500 Penalty: 4254.457520
	Iteration 37F: 3 clusters Score -694347.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -72069.445312 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -72069.45 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 298 members 
Entering Unmasked Estep 
Score: -70501.882812 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -70501.88 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70738.187500 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -70738.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70812.031250 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -70812.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70866.101562 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -70866.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70948.171875 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -70948.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71079.578125 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -71079.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -71167.953125 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -71167.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71226.789062 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -71226.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -71269.546875 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -71269.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -71290.617188 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -71290.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71302.679688 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -71302.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71325.234375 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -71325.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71336.554688 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -71336.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71351.554688 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -71351.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71361.875000 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -71361.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71375.187500 Penalty: 3179.446777
	Iteration 15Q: 3 clusters Score -71375.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -71394.570312 Penalty: 3179.446777
	Iteration 16Q: 3 clusters Score -71394.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -71404.250000 Penalty: 3179.446777
	Iteration 17Q: 3 clusters Score -71404.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -71412.078125 Penalty: 3179.446777
	Iteration 18Q: 3 clusters Score -71412.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71421.742188 Penalty: 3179.446777
	Iteration 19Q: 3 clusters Score -71421.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -71424.562500 Penalty: 3179.446777
	Iteration 20F: 3 clusters Score -71424.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -71427.562500 Penalty: 3179.446777
	Iteration 21Q: 3 clusters Score -71427.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -71435.835938 Penalty: 3179.446777
	Iteration 22Q: 3 clusters Score -71435.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71459.804688 Penalty: 3179.446777
	Iteration 23Q: 3 clusters Score -71459.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -71505.148438 Penalty: 3179.446777
	Iteration 24Q: 3 clusters Score -71505.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -71513.453125 Penalty: 3179.446777
	Iteration 25Q: 3 clusters Score -71513.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71523.757812 Penalty: 3179.446777
	Iteration 26Q: 3 clusters Score -71523.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71539.625000 Penalty: 3179.446777
	Iteration 27Q: 3 clusters Score -71539.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71573.945312 Penalty: 3179.446777
	Iteration 28Q: 3 clusters Score -71573.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71611.546875 Penalty: 3179.446777
	Iteration 29Q: 3 clusters Score -71611.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71626.148438 Penalty: 3179.446777
	Iteration 30Q: 3 clusters Score -71626.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71645.734375 Penalty: 3179.446777
	Iteration 31Q: 3 clusters Score -71645.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71662.882812 Penalty: 3179.446777
	Iteration 32Q: 3 clusters Score -71662.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -71665.414062 Penalty: 3179.446777
	Iteration 33Q: 3 clusters Score -71665.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -71665.414062 Penalty: 3179.446777
	Iteration 34F: 3 clusters Score -71665.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Entering Unmasked Estep 
Score: -5862517.500000 Penalty: 2655.078125
	Iteration 0F: 2 clusters Score -5862518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -5832435.000000 Penalty: 5310.156250
	Iteration 0F: 3 clusters Score -5832435 nChanged 20413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -5843844.500000 Penalty: 5310.156250
	Iteration 1F: 3 clusters Score -5843844 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -5844451.500000 Penalty: 5310.156250
	Iteration 2Q: 3 clusters Score -5844452 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -5845444.500000 Penalty: 5310.156250
	Iteration 3F: 3 clusters Score -5845444 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -5846892.000000 Penalty: 5310.156250
	Iteration 4F: 3 clusters Score -5846892 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -5848944.500000 Penalty: 5310.156250
	Iteration 5F: 3 clusters Score -5848944 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -5851676.500000 Penalty: 5310.156250
	Iteration 6F: 3 clusters Score -5851676 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -5854600.000000 Penalty: 5310.156250
	Iteration 7F: 3 clusters Score -5854600 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -5856959.000000 Penalty: 5310.156250
	Iteration 8F: 3 clusters Score -5856959 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -5858507.000000 Penalty: 5310.156250
	Iteration 9Q: 3 clusters Score -5858507 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -5859358.500000 Penalty: 5310.156250
	Iteration 10Q: 3 clusters Score -5859358 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -5859745.500000 Penalty: 5310.156250
	Iteration 11Q: 3 clusters Score -5859746 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -5859933.000000 Penalty: 5310.156250
	Iteration 12Q: 3 clusters Score -5859933 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -5860018.000000 Penalty: 5310.156250
	Iteration 13Q: 3 clusters Score -5860018 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -5860074.000000 Penalty: 5310.156250
	Iteration 14Q: 3 clusters Score -5860074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -5860110.000000 Penalty: 5310.156250
	Iteration 15Q: 3 clusters Score -5860110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -5860144.000000 Penalty: 5310.156250
	Iteration 16Q: 3 clusters Score -5860144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -5860161.500000 Penalty: 5310.156250
	Iteration 17Q: 3 clusters Score -5860162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -5860187.500000 Penalty: 5310.156250
	Iteration 18Q: 3 clusters Score -5860188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -5860210.000000 Penalty: 5310.156250
	Iteration 19Q: 3 clusters Score -5860210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -5860219.000000 Penalty: 5310.156250
	Iteration 20F: 3 clusters Score -5860219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -5860236.500000 Penalty: 5310.156250
	Iteration 21Q: 3 clusters Score -5860236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -5860240.000000 Penalty: 5310.156250
	Iteration 22Q: 3 clusters Score -5860240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -5860242.000000 Penalty: 5310.156250
	Iteration 23Q: 3 clusters Score -5860242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -5860241.000000 Penalty: 5310.156250
	Iteration 24Q: 3 clusters Score -5860241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -5860246.000000 Penalty: 5310.156250
	Iteration 25Q: 3 clusters Score -5860246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -5860252.500000 Penalty: 5310.156250
	Iteration 26Q: 3 clusters Score -5860252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -5860256.500000 Penalty: 5310.156250
	Iteration 27Q: 3 clusters Score -5860256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -5860260.000000 Penalty: 5310.156250
	Iteration 28Q: 3 clusters Score -5860260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -5860257.000000 Penalty: 5310.156250
	Iteration 29Q: 3 clusters Score -5860257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -5860257.000000 Penalty: 5310.156250
	Iteration 30F: 3 clusters Score -5860257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Entering Unmasked Estep 
Score: -1862371.250000 Penalty: 2373.646729
	Iteration 0F: 2 clusters Score -1862371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1851924.375000 Penalty: 4747.293457
	Iteration 0F: 3 clusters Score -1851924 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1855218.500000 Penalty: 4747.293457
	Iteration 1F: 3 clusters Score -1855218 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1855555.750000 Penalty: 4747.293457
	Iteration 2F: 3 clusters Score -1855556 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1855795.125000 Penalty: 4747.293457
	Iteration 3Q: 3 clusters Score -1855795 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1855992.375000 Penalty: 4747.293457
	Iteration 4Q: 3 clusters Score -1855992 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1856150.625000 Penalty: 4747.293457
	Iteration 5Q: 3 clusters Score -1856151 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1856302.500000 Penalty: 4747.293457
	Iteration 6Q: 3 clusters Score -1856302 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1856469.875000 Penalty: 4747.293457
	Iteration 7Q: 3 clusters Score -1856470 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1856650.125000 Penalty: 4747.293457
	Iteration 8Q: 3 clusters Score -1856650 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1856825.375000 Penalty: 4747.293457
	Iteration 9Q: 3 clusters Score -1856825 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1857047.375000 Penalty: 4747.293457
	Iteration 10Q: 3 clusters Score -1857047 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1857309.000000 Penalty: 4747.293457
	Iteration 11Q: 3 clusters Score -1857309 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1857632.250000 Penalty: 4747.293457
	Iteration 12Q: 3 clusters Score -1857632 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1858060.750000 Penalty: 4747.293457
	Iteration 13Q: 3 clusters Score -1858061 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1858534.875000 Penalty: 4747.293457
	Iteration 14Q: 3 clusters Score -1858535 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1859012.625000 Penalty: 4747.293457
	Iteration 15Q: 3 clusters Score -1859013 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1859376.000000 Penalty: 4747.293457
	Iteration 16Q: 3 clusters Score -1859376 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1859650.250000 Penalty: 4747.293457
	Iteration 17Q: 3 clusters Score -1859650 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1859854.000000 Penalty: 4747.293457
	Iteration 18Q: 3 clusters Score -1859854 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1859984.250000 Penalty: 4747.293457
	Iteration 19Q: 3 clusters Score -1859984 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1860081.625000 Penalty: 4747.293457
	Iteration 20F: 3 clusters Score -1860082 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1860147.375000 Penalty: 4747.293457
	Iteration 21Q: 3 clusters Score -1860147 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1860202.500000 Penalty: 4747.293457
	Iteration 22Q: 3 clusters Score -1860202 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1860234.000000 Penalty: 4747.293457
	Iteration 23Q: 3 clusters Score -1860234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1860259.000000 Penalty: 4747.293457
	Iteration 24Q: 3 clusters Score -1860259 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1860276.625000 Penalty: 4747.293457
	Iteration 25Q: 3 clusters Score -1860277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1860298.625000 Penalty: 4747.293457
	Iteration 26Q: 3 clusters Score -1860299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1860311.375000 Penalty: 4747.293457
	Iteration 27Q: 3 clusters Score -1860311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1860324.125000 Penalty: 4747.293457
	Iteration 28Q: 3 clusters Score -1860324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1860333.375000 Penalty: 4747.293457
	Iteration 29Q: 3 clusters Score -1860333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1860342.250000 Penalty: 4747.293457
	Iteration 30Q: 3 clusters Score -1860342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1860351.750000 Penalty: 4747.293457
	Iteration 31Q: 3 clusters Score -1860352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1860357.750000 Penalty: 4747.293457
	Iteration 32Q: 3 clusters Score -1860358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1860364.375000 Penalty: 4747.293457
	Iteration 33Q: 3 clusters Score -1860364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1860371.000000 Penalty: 4747.293457
	Iteration 34Q: 3 clusters Score -1860371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1860372.875000 Penalty: 4747.293457
	Iteration 35Q: 3 clusters Score -1860373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1860377.000000 Penalty: 4747.293457
	Iteration 36Q: 3 clusters Score -1860377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1860376.250000 Penalty: 4747.293457
	Iteration 37Q: 3 clusters Score -1860376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1860376.250000 Penalty: 4747.293457
	Iteration 38F: 3 clusters Score -1860376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Entering Unmasked Estep 
Score: -2751231.000000 Penalty: 2470.866455
	Iteration 0F: 2 clusters Score -2751231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2736410.000000 Penalty: 4941.732910
	Iteration 0F: 3 clusters Score -2736410 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2741444.250000 Penalty: 4941.732910
	Iteration 1F: 3 clusters Score -2741444 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2741909.000000 Penalty: 4941.732910
	Iteration 2F: 3 clusters Score -2741909 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2742373.000000 Penalty: 4941.732910
	Iteration 3Q: 3 clusters Score -2742373 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2742860.750000 Penalty: 4941.732910
	Iteration 4Q: 3 clusters Score -2742861 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2743423.500000 Penalty: 4941.732910
	Iteration 5F: 3 clusters Score -2743424 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2743997.750000 Penalty: 4941.732910
	Iteration 6F: 3 clusters Score -2743998 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2744542.250000 Penalty: 4941.732910
	Iteration 7Q: 3 clusters Score -2744542 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2745006.750000 Penalty: 4941.732910
	Iteration 8Q: 3 clusters Score -2745007 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2745415.500000 Penalty: 4941.732910
	Iteration 9Q: 3 clusters Score -2745416 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2745748.500000 Penalty: 4941.732910
	Iteration 10Q: 3 clusters Score -2745748 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2746066.500000 Penalty: 4941.732910
	Iteration 11Q: 3 clusters Score -2746066 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2746364.250000 Penalty: 4941.732910
	Iteration 12Q: 3 clusters Score -2746364 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2746666.750000 Penalty: 4941.732910
	Iteration 13Q: 3 clusters Score -2746667 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2746974.500000 Penalty: 4941.732910
	Iteration 14Q: 3 clusters Score -2746974 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2747330.250000 Penalty: 4941.732910
	Iteration 15Q: 3 clusters Score -2747330 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2747644.250000 Penalty: 4941.732910
	Iteration 16Q: 3 clusters Score -2747644 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2747865.500000 Penalty: 4941.732910
	Iteration 17Q: 3 clusters Score -2747866 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2748023.500000 Penalty: 4941.732910
	Iteration 18Q: 3 clusters Score -2748024 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2748111.250000 Penalty: 4941.732910
	Iteration 19Q: 3 clusters Score -2748111 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2748168.750000 Penalty: 4941.732910
	Iteration 20F: 3 clusters Score -2748169 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2748211.000000 Penalty: 4941.732910
	Iteration 21Q: 3 clusters Score -2748211 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2748241.500000 Penalty: 4941.732910
	Iteration 22Q: 3 clusters Score -2748242 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -2748264.500000 Penalty: 4941.732910
	Iteration 23Q: 3 clusters Score -2748264 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2748284.250000 Penalty: 4941.732910
	Iteration 24Q: 3 clusters Score -2748284 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2748316.750000 Penalty: 4941.732910
	Iteration 25Q: 3 clusters Score -2748317 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2748333.750000 Penalty: 4941.732910
	Iteration 26Q: 3 clusters Score -2748334 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2748360.250000 Penalty: 4941.732910
	Iteration 27Q: 3 clusters Score -2748360 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2748385.500000 Penalty: 4941.732910
	Iteration 28Q: 3 clusters Score -2748386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2748406.500000 Penalty: 4941.732910
	Iteration 29Q: 3 clusters Score -2748406 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2748424.250000 Penalty: 4941.732910
	Iteration 30Q: 3 clusters Score -2748424 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2748448.500000 Penalty: 4941.732910
	Iteration 31Q: 3 clusters Score -2748448 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2748465.250000 Penalty: 4941.732910
	Iteration 32Q: 3 clusters Score -2748465 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2748475.250000 Penalty: 4941.732910
	Iteration 33Q: 3 clusters Score -2748475 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2748475.000000 Penalty: 4941.732910
	Iteration 34Q: 3 clusters Score -2748475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2748497.750000 Penalty: 4941.732910
	Iteration 35Q: 3 clusters Score -2748498 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2748496.000000 Penalty: 4941.732910
	Iteration 36Q: 3 clusters Score -2748496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2748509.500000 Penalty: 4941.732910
	Iteration 37Q: 3 clusters Score -2748510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2748519.500000 Penalty: 4941.732910
	Iteration 38Q: 3 clusters Score -2748520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2748522.000000 Penalty: 4941.732910
	Iteration 39Q: 3 clusters Score -2748522 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2748533.000000 Penalty: 4941.732910
	Iteration 40F: 3 clusters Score -2748533 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2748548.500000 Penalty: 4941.732910
	Iteration 41Q: 3 clusters Score -2748548 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2748560.750000 Penalty: 4941.732910
	Iteration 42Q: 3 clusters Score -2748561 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2748568.500000 Penalty: 4941.732910
	Iteration 43Q: 3 clusters Score -2748568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2748576.000000 Penalty: 4941.732910
	Iteration 44Q: 3 clusters Score -2748576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2748600.750000 Penalty: 4941.732910
	Iteration 45Q: 3 clusters Score -2748601 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2748621.500000 Penalty: 4941.732910
	Iteration 46Q: 3 clusters Score -2748622 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2748630.000000 Penalty: 4941.732910
	Iteration 47Q: 3 clusters Score -2748630 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2748638.000000 Penalty: 4941.732910
	Iteration 48Q: 3 clusters Score -2748638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2748650.000000 Penalty: 4941.732910
	Iteration 49Q: 3 clusters Score -2748650 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2748667.000000 Penalty: 4941.732910
	Iteration 50Q: 3 clusters Score -2748667 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2748684.000000 Penalty: 4941.732910
	Iteration 51Q: 3 clusters Score -2748684 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2748706.250000 Penalty: 4941.732910
	Iteration 52Q: 3 clusters Score -2748706 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2748714.250000 Penalty: 4941.732910
	Iteration 53Q: 3 clusters Score -2748714 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2748727.250000 Penalty: 4941.732910
	Iteration 54Q: 3 clusters Score -2748727 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2748745.250000 Penalty: 4941.732910
	Iteration 55Q: 3 clusters Score -2748745 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2748767.250000 Penalty: 4941.732910
	Iteration 56Q: 3 clusters Score -2748767 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2748800.000000 Penalty: 4941.732910
	Iteration 57Q: 3 clusters Score -2748800 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2748826.250000 Penalty: 4941.732910
	Iteration 58Q: 3 clusters Score -2748826 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2748853.500000 Penalty: 4941.732910
	Iteration 59Q: 3 clusters Score -2748854 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2748878.000000 Penalty: 4941.732910
	Iteration 60F: 3 clusters Score -2748878 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2748911.500000 Penalty: 4941.732910
	Iteration 61Q: 3 clusters Score -2748912 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2748918.750000 Penalty: 4941.732910
	Iteration 62Q: 3 clusters Score -2748919 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2748937.000000 Penalty: 4941.732910
	Iteration 63Q: 3 clusters Score -2748937 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2748961.500000 Penalty: 4941.732910
	Iteration 64Q: 3 clusters Score -2748962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2748982.250000 Penalty: 4941.732910
	Iteration 65Q: 3 clusters Score -2748982 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2749002.500000 Penalty: 4941.732910
	Iteration 66Q: 3 clusters Score -2749002 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2749029.750000 Penalty: 4941.732910
	Iteration 67Q: 3 clusters Score -2749030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2749047.000000 Penalty: 4941.732910
	Iteration 68Q: 3 clusters Score -2749047 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2749067.750000 Penalty: 4941.732910
	Iteration 69Q: 3 clusters Score -2749068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2749073.250000 Penalty: 4941.732910
	Iteration 70Q: 3 clusters Score -2749073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2749086.000000 Penalty: 4941.732910
	Iteration 71Q: 3 clusters Score -2749086 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2749098.000000 Penalty: 4941.732910
	Iteration 72Q: 3 clusters Score -2749098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2749117.250000 Penalty: 4941.732910
	Iteration 73Q: 3 clusters Score -2749117 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2749145.750000 Penalty: 4941.732910
	Iteration 74Q: 3 clusters Score -2749146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2749162.000000 Penalty: 4941.732910
	Iteration 75Q: 3 clusters Score -2749162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2749169.000000 Penalty: 4941.732910
	Iteration 76Q: 3 clusters Score -2749169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2749189.000000 Penalty: 4941.732910
	Iteration 77Q: 3 clusters Score -2749189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2749189.500000 Penalty: 4941.732910
	Iteration 78Q: 3 clusters Score -2749190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2749192.000000 Penalty: 4941.732910
	Iteration 79Q: 3 clusters Score -2749192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2749203.500000 Penalty: 4941.732910
	Iteration 80F: 3 clusters Score -2749204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2749209.500000 Penalty: 4941.732910
	Iteration 81Q: 3 clusters Score -2749210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2749222.000000 Penalty: 4941.732910
	Iteration 82Q: 3 clusters Score -2749222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2749225.250000 Penalty: 4941.732910
	Iteration 83Q: 3 clusters Score -2749225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -2749232.750000 Penalty: 4941.732910
	Iteration 84Q: 3 clusters Score -2749233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2749236.000000 Penalty: 4941.732910
	Iteration 85Q: 3 clusters Score -2749236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2749238.250000 Penalty: 4941.732910
	Iteration 86Q: 3 clusters Score -2749238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2749239.250000 Penalty: 4941.732910
	Iteration 87Q: 3 clusters Score -2749239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2749242.250000 Penalty: 4941.732910
	Iteration 88Q: 3 clusters Score -2749242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2749248.250000 Penalty: 4941.732910
	Iteration 89Q: 3 clusters Score -2749248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2749249.000000 Penalty: 4941.732910
	Iteration 90Q: 3 clusters Score -2749249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2749249.000000 Penalty: 4941.732910
	Iteration 91Q: 3 clusters Score -2749249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2749252.500000 Penalty: 4941.732910
	Iteration 92Q: 3 clusters Score -2749252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2749252.500000 Penalty: 4941.732910
	Iteration 93Q: 3 clusters Score -2749252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2749254.750000 Penalty: 4941.732910
	Iteration 94Q: 3 clusters Score -2749255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2749260.250000 Penalty: 4941.732910
	Iteration 95Q: 3 clusters Score -2749260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2749258.500000 Penalty: 4941.732910
	Iteration 96Q: 3 clusters Score -2749258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2749261.500000 Penalty: 4941.732910
	Iteration 97Q: 3 clusters Score -2749262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2749263.250000 Penalty: 4941.732910
	Iteration 98Q: 3 clusters Score -2749263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2749262.250000 Penalty: 4941.732910
	Iteration 99Q: 3 clusters Score -2749262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2749267.250000 Penalty: 4941.732910
	Iteration 100F: 3 clusters Score -2749267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2749267.750000 Penalty: 4941.732910
	Iteration 101Q: 3 clusters Score -2749268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2749264.000000 Penalty: 4941.732910
	Iteration 102Q: 3 clusters Score -2749264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2749265.000000 Penalty: 4941.732910
	Iteration 103Q: 3 clusters Score -2749265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2749268.500000 Penalty: 4941.732910
	Iteration 104Q: 3 clusters Score -2749268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2749268.000000 Penalty: 4941.732910
	Iteration 105Q: 3 clusters Score -2749268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2749268.750000 Penalty: 4941.732910
	Iteration 106Q: 3 clusters Score -2749269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2749268.750000 Penalty: 4941.732910
	Iteration 107F: 3 clusters Score -2749269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Entering Unmasked Estep 
Score: -3120882.000000 Penalty: 2498.923828
	Iteration 0F: 2 clusters Score -3120882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -3104470.750000 Penalty: 4997.847656
	Iteration 0F: 3 clusters Score -3104471 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -3110758.500000 Penalty: 4997.847656
	Iteration 1F: 3 clusters Score -3110758 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -3112004.750000 Penalty: 4997.847656
	Iteration 2F: 3 clusters Score -3112005 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3113399.250000 Penalty: 4997.847656
	Iteration 3F: 3 clusters Score -3113399 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3114636.750000 Penalty: 4997.847656
	Iteration 4F: 3 clusters Score -3114637 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3115580.750000 Penalty: 4997.847656
	Iteration 5F: 3 clusters Score -3115581 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -3116296.750000 Penalty: 4997.847656
	Iteration 6F: 3 clusters Score -3116297 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3116870.000000 Penalty: 4997.847656
	Iteration 7Q: 3 clusters Score -3116870 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -3117388.250000 Penalty: 4997.847656
	Iteration 8Q: 3 clusters Score -3117388 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -3117928.500000 Penalty: 4997.847656
	Iteration 9Q: 3 clusters Score -3117928 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -3118528.000000 Penalty: 4997.847656
	Iteration 10Q: 3 clusters Score -3118528 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -3119143.000000 Penalty: 4997.847656
	Iteration 11Q: 3 clusters Score -3119143 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3119572.500000 Penalty: 4997.847656
	Iteration 12Q: 3 clusters Score -3119572 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3119796.250000 Penalty: 4997.847656
	Iteration 13Q: 3 clusters Score -3119796 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -3119957.750000 Penalty: 4997.847656
	Iteration 14Q: 3 clusters Score -3119958 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -3120090.750000 Penalty: 4997.847656
	Iteration 15Q: 3 clusters Score -3120091 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -3120200.500000 Penalty: 4997.847656
	Iteration 16Q: 3 clusters Score -3120200 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -3120284.750000 Penalty: 4997.847656
	Iteration 17Q: 3 clusters Score -3120285 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -3120388.000000 Penalty: 4997.847656
	Iteration 18Q: 3 clusters Score -3120388 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -3120461.000000 Penalty: 4997.847656
	Iteration 19Q: 3 clusters Score -3120461 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -3120526.750000 Penalty: 4997.847656
	Iteration 20F: 3 clusters Score -3120527 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -3120601.750000 Penalty: 4997.847656
	Iteration 21Q: 3 clusters Score -3120602 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -3120648.500000 Penalty: 4997.847656
	Iteration 22Q: 3 clusters Score -3120648 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -3120693.750000 Penalty: 4997.847656
	Iteration 23Q: 3 clusters Score -3120694 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3120713.250000 Penalty: 4997.847656
	Iteration 24Q: 3 clusters Score -3120713 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -3120728.250000 Penalty: 4997.847656
	Iteration 25Q: 3 clusters Score -3120728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -3120743.750000 Penalty: 4997.847656
	Iteration 26Q: 3 clusters Score -3120744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -3120748.000000 Penalty: 4997.847656
	Iteration 27Q: 3 clusters Score -3120748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -3120738.000000 Penalty: 4997.847656
	Iteration 28Q: 3 clusters Score -3120738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -3120747.750000 Penalty: 4997.847656
	Iteration 29Q: 3 clusters Score -3120748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -3120757.250000 Penalty: 4997.847656
	Iteration 30Q: 3 clusters Score -3120757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -3120764.000000 Penalty: 4997.847656
	Iteration 31Q: 3 clusters Score -3120764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3120767.250000 Penalty: 4997.847656
	Iteration 32Q: 3 clusters Score -3120767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -3120766.250000 Penalty: 4997.847656
	Iteration 33Q: 3 clusters Score -3120766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3120757.000000 Penalty: 4997.847656
	Iteration 34Q: 3 clusters Score -3120757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3120757.000000 Penalty: 4997.847656
	Iteration 35F: 3 clusters Score -3120757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -46762.835938 Penalty: 1521.620117
	Iteration 0F: 2 clusters Score -46762.84 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 231 members 
Entering Unmasked Estep 
Score: -45541.667969 Penalty: 3043.240234
	Iteration 0F: 3 clusters Score -45541.67 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46088.718750 Penalty: 3043.240234
	Iteration 1F: 3 clusters Score -46088.72 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -46312.027344 Penalty: 3043.240234
	Iteration 2F: 3 clusters Score -46312.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -46445.812500 Penalty: 3043.240234
	Iteration 3Q: 3 clusters Score -46445.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -46527.007812 Penalty: 3043.240234
	Iteration 4Q: 3 clusters Score -46527.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46539.132812 Penalty: 3043.240234
	Iteration 5Q: 3 clusters Score -46539.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46548.675781 Penalty: 3043.240234
	Iteration 6Q: 3 clusters Score -46548.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46557.750000 Penalty: 3043.240234
	Iteration 7Q: 3 clusters Score -46557.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46566.085938 Penalty: 3043.240234
	Iteration 8Q: 3 clusters Score -46566.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46571.656250 Penalty: 3043.240234
	Iteration 9Q: 3 clusters Score -46571.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46574.117188 Penalty: 3043.240234
	Iteration 10Q: 3 clusters Score -46574.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46577.113281 Penalty: 3043.240234
	Iteration 11Q: 3 clusters Score -46577.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46585.835938 Penalty: 3043.240234
	Iteration 12Q: 3 clusters Score -46585.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46600.929688 Penalty: 3043.240234
	Iteration 13Q: 3 clusters Score -46600.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46605.898438 Penalty: 3043.240234
	Iteration 14Q: 3 clusters Score -46605.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46615.308594 Penalty: 3043.240234
	Iteration 15Q: 3 clusters Score -46615.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46644.656250 Penalty: 3043.240234
	Iteration 16Q: 3 clusters Score -46644.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46735.613281 Penalty: 3043.240234
	Iteration 17F: 3 clusters Score -46735.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46863.335938 Penalty: 3043.240234
	Iteration 18F: 3 clusters Score -46863.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46971.140625 Penalty: 3043.240234
	Iteration 19F: 3 clusters Score -46971.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47062.273438 Penalty: 3043.240234
	Iteration 20F: 3 clusters Score -47062.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -47160.226562 Penalty: 3043.240234
	Iteration 21Q: 3 clusters Score -47160.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47291.125000 Penalty: 3043.240234
	Iteration 22Q: 3 clusters Score -47291.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -47439.468750 Penalty: 3043.240234
	Iteration 23Q: 3 clusters Score -47439.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -47595.976562 Penalty: 3043.240234
	Iteration 24Q: 3 clusters Score -47595.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47668.242188 Penalty: 3043.240234
	Iteration 25Q: 3 clusters Score -47668.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47685.128906 Penalty: 3043.240234
	Iteration 26Q: 3 clusters Score -47685.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47685.128906 Penalty: 3043.240234
	Iteration 27F: 3 clusters Score -47685.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37433 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 321 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7105 members 
Mstep: Class 22 contains 17681 members 
Mstep: Class 23 contains 8585 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 392 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 20301 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16666 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 461 members 
Mstep: Class 36 contains 141 members 
Entering Unmasked Estep 
Score: -73860456.000000 Penalty: 118472.648438
Splitting cluster 15 changes total score from -73861328.000000 to -73860456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Entering Unmasked Estep 
Score: -278221.468750 Penalty: 1907.304199
	Iteration 0F: 2 clusters Score -278221.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -275496.500000 Penalty: 3814.608398
	Iteration 0F: 3 clusters Score -275496.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -276021.281250 Penalty: 3814.608398
	Iteration 1F: 3 clusters Score -276021.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -276157.187500 Penalty: 3814.608398
	Iteration 2F: 3 clusters Score -276157.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -276248.468750 Penalty: 3814.608398
	Iteration 3Q: 3 clusters Score -276248.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -276328.937500 Penalty: 3814.608398
	Iteration 4Q: 3 clusters Score -276328.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -276383.093750 Penalty: 3814.608398
	Iteration 5Q: 3 clusters Score -276383.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -276419.687500 Penalty: 3814.608398
	Iteration 6Q: 3 clusters Score -276419.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -276462.281250 Penalty: 3814.608398
	Iteration 7Q: 3 clusters Score -276462.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -276497.187500 Penalty: 3814.608398
	Iteration 8Q: 3 clusters Score -276497.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -276533.781250 Penalty: 3814.608398
	Iteration 9Q: 3 clusters Score -276533.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -276563.343750 Penalty: 3814.608398
	Iteration 10Q: 3 clusters Score -276563.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -276587.156250 Penalty: 3814.608398
	Iteration 11Q: 3 clusters Score -276587.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -276612.000000 Penalty: 3814.608398
	Iteration 12Q: 3 clusters Score -276612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -276637.906250 Penalty: 3814.608398
	Iteration 13Q: 3 clusters Score -276637.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -276663.562500 Penalty: 3814.608398
	Iteration 14Q: 3 clusters Score -276663.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -276687.468750 Penalty: 3814.608398
	Iteration 15Q: 3 clusters Score -276687.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -276713.375000 Penalty: 3814.608398
	Iteration 16Q: 3 clusters Score -276713.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -276748.218750 Penalty: 3814.608398
	Iteration 17Q: 3 clusters Score -276748.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -276783.125000 Penalty: 3814.608398
	Iteration 18Q: 3 clusters Score -276783.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -276823.031250 Penalty: 3814.608398
	Iteration 19Q: 3 clusters Score -276823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -276862.281250 Penalty: 3814.608398
	Iteration 20F: 3 clusters Score -276862.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -276884.593750 Penalty: 3814.608398
	Iteration 21Q: 3 clusters Score -276884.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -276900.000000 Penalty: 3814.608398
	Iteration 22Q: 3 clusters Score -276900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -276907.468750 Penalty: 3814.608398
	Iteration 23Q: 3 clusters Score -276907.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -276911.781250 Penalty: 3814.608398
	Iteration 24Q: 3 clusters Score -276911.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -276915.156250 Penalty: 3814.608398
	Iteration 25Q: 3 clusters Score -276915.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -276919.218750 Penalty: 3814.608398
	Iteration 26Q: 3 clusters Score -276919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -276920.750000 Penalty: 3814.608398
	Iteration 27Q: 3 clusters Score -276920.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -276921.937500 Penalty: 3814.608398
	Iteration 28Q: 3 clusters Score -276921.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -276924.781250 Penalty: 3814.608398
	Iteration 29Q: 3 clusters Score -276924.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -276928.000000 Penalty: 3814.608398
	Iteration 30Q: 3 clusters Score -276928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -276934.218750 Penalty: 3814.608398
	Iteration 31Q: 3 clusters Score -276934.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -276941.875000 Penalty: 3814.608398
	Iteration 32Q: 3 clusters Score -276941.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -276946.125000 Penalty: 3814.608398
	Iteration 33Q: 3 clusters Score -276946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -276947.625000 Penalty: 3814.608398
	Iteration 34Q: 3 clusters Score -276947.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -276947.625000 Penalty: 3814.608398
	Iteration 35F: 3 clusters Score -276947.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Entering Unmasked Estep 
Score: -4384195.500000 Penalty: 2583.252441
	Iteration 0F: 2 clusters Score -4384196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -4361428.500000 Penalty: 5166.504883
	Iteration 0F: 3 clusters Score -4361428 nChanged 15183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -4369951.500000 Penalty: 5166.504883
	Iteration 1F: 3 clusters Score -4369952 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -4370685.000000 Penalty: 5166.504883
	Iteration 2F: 3 clusters Score -4370685 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -4371510.000000 Penalty: 5166.504883
	Iteration 3F: 3 clusters Score -4371510 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -4372556.500000 Penalty: 5166.504883
	Iteration 4F: 3 clusters Score -4372556 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -4373676.500000 Penalty: 5166.504883
	Iteration 5F: 3 clusters Score -4373676 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -4374860.500000 Penalty: 5166.504883
	Iteration 6F: 3 clusters Score -4374860 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -4375885.500000 Penalty: 5166.504883
	Iteration 7F: 3 clusters Score -4375886 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -4376693.500000 Penalty: 5166.504883
	Iteration 8Q: 3 clusters Score -4376694 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -4377288.500000 Penalty: 5166.504883
	Iteration 9Q: 3 clusters Score -4377288 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -4377756.000000 Penalty: 5166.504883
	Iteration 10Q: 3 clusters Score -4377756 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -4378106.500000 Penalty: 5166.504883
	Iteration 11Q: 3 clusters Score -4378106 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -4378442.500000 Penalty: 5166.504883
	Iteration 12Q: 3 clusters Score -4378442 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -4378736.000000 Penalty: 5166.504883
	Iteration 13Q: 3 clusters Score -4378736 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -4379041.000000 Penalty: 5166.504883
	Iteration 14Q: 3 clusters Score -4379041 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -4379374.500000 Penalty: 5166.504883
	Iteration 15Q: 3 clusters Score -4379374 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -4379644.500000 Penalty: 5166.504883
	Iteration 16Q: 3 clusters Score -4379644 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -4379961.000000 Penalty: 5166.504883
	Iteration 17Q: 3 clusters Score -4379961 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -4380256.500000 Penalty: 5166.504883
	Iteration 18Q: 3 clusters Score -4380256 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -4380491.500000 Penalty: 5166.504883
	Iteration 19Q: 3 clusters Score -4380492 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -4380734.000000 Penalty: 5166.504883
	Iteration 20F: 3 clusters Score -4380734 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -4380946.500000 Penalty: 5166.504883
	Iteration 21Q: 3 clusters Score -4380946 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -4381138.500000 Penalty: 5166.504883
	Iteration 22Q: 3 clusters Score -4381138 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4381297.000000 Penalty: 5166.504883
	Iteration 23Q: 3 clusters Score -4381297 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4381418.500000 Penalty: 5166.504883
	Iteration 24Q: 3 clusters Score -4381418 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4381527.000000 Penalty: 5166.504883
	Iteration 25Q: 3 clusters Score -4381527 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4381613.000000 Penalty: 5166.504883
	Iteration 26Q: 3 clusters Score -4381613 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4381688.500000 Penalty: 5166.504883
	Iteration 27Q: 3 clusters Score -4381688 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4381753.000000 Penalty: 5166.504883
	Iteration 28Q: 3 clusters Score -4381753 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4381800.500000 Penalty: 5166.504883
	Iteration 29Q: 3 clusters Score -4381800 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4381866.000000 Penalty: 5166.504883
	Iteration 30Q: 3 clusters Score -4381866 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4381907.000000 Penalty: 5166.504883
	Iteration 31Q: 3 clusters Score -4381907 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4381932.500000 Penalty: 5166.504883
	Iteration 32Q: 3 clusters Score -4381932 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4381956.500000 Penalty: 5166.504883
	Iteration 33Q: 3 clusters Score -4381956 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4381964.000000 Penalty: 5166.504883
	Iteration 34Q: 3 clusters Score -4381964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4381983.000000 Penalty: 5166.504883
	Iteration 35Q: 3 clusters Score -4381983 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4382001.000000 Penalty: 5166.504883
	Iteration 36Q: 3 clusters Score -4382001 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4382012.500000 Penalty: 5166.504883
	Iteration 37Q: 3 clusters Score -4382012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4382024.500000 Penalty: 5166.504883
	Iteration 38Q: 3 clusters Score -4382024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4382031.500000 Penalty: 5166.504883
	Iteration 39Q: 3 clusters Score -4382032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4382042.500000 Penalty: 5166.504883
	Iteration 40F: 3 clusters Score -4382042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4382051.000000 Penalty: 5166.504883
	Iteration 41Q: 3 clusters Score -4382051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4382055.500000 Penalty: 5166.504883
	Iteration 42Q: 3 clusters Score -4382056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4382063.500000 Penalty: 5166.504883
	Iteration 43Q: 3 clusters Score -4382064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4382068.000000 Penalty: 5166.504883
	Iteration 44Q: 3 clusters Score -4382068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4382081.000000 Penalty: 5166.504883
	Iteration 45Q: 3 clusters Score -4382081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4382086.000000 Penalty: 5166.504883
	Iteration 46Q: 3 clusters Score -4382086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4382090.500000 Penalty: 5166.504883
	Iteration 47Q: 3 clusters Score -4382090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4382101.500000 Penalty: 5166.504883
	Iteration 48Q: 3 clusters Score -4382102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4382099.500000 Penalty: 5166.504883
	Iteration 49Q: 3 clusters Score -4382100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4382104.500000 Penalty: 5166.504883
	Iteration 50Q: 3 clusters Score -4382104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4382103.500000 Penalty: 5166.504883
	Iteration 51Q: 3 clusters Score -4382104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4382106.000000 Penalty: 5166.504883
	Iteration 52Q: 3 clusters Score -4382106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4382106.500000 Penalty: 5166.504883
	Iteration 53Q: 3 clusters Score -4382106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4382110.500000 Penalty: 5166.504883
	Iteration 54Q: 3 clusters Score -4382110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4382119.000000 Penalty: 5166.504883
	Iteration 55Q: 3 clusters Score -4382119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4382119.500000 Penalty: 5166.504883
	Iteration 56Q: 3 clusters Score -4382120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4382123.500000 Penalty: 5166.504883
	Iteration 57Q: 3 clusters Score -4382124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4382129.500000 Penalty: 5166.504883
	Iteration 58Q: 3 clusters Score -4382130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4382132.000000 Penalty: 5166.504883
	Iteration 59Q: 3 clusters Score -4382132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4382130.500000 Penalty: 5166.504883
	Iteration 60F: 3 clusters Score -4382130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -56134.687500 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -56134.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54685.203125 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -54685.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55212.851562 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -55212.85 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55608.632812 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -55608.63 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55936.847656 Penalty: 3097.106689
	Iteration 3F: 3 clusters Score -55936.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56178.515625 Penalty: 3097.106689
	Iteration 4F: 3 clusters Score -56178.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56381.238281 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -56381.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56471.265625 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -56471.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56594.507812 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -56594.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -56610.113281 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -56610.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -56612.011719 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -56612.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56616.609375 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -56616.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56619.804688 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -56619.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56619.804688 Penalty: 3097.106689
	Iteration 12F: 3 clusters Score -56619.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37433 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 462 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 210 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7105 members 
Mstep: Class 22 contains 17681 members 
Mstep: Class 23 contains 8585 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 392 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 20301 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16666 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 461 members 
Mstep: Class 36 contains 305 members 
Entering Unmasked Estep 
Score: -73860064.000000 Penalty: 118472.648438
Splitting cluster 18 changes total score from -73861328.000000 to -73860064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (3610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Entering Unmasked Estep 
Score: -432744.187500 Penalty: 2031.482910
	Iteration 0F: 2 clusters Score -432744.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -429213.500000 Penalty: 4062.965820
	Iteration 0F: 3 clusters Score -429213.5 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -430195.656250 Penalty: 4062.965820
	Iteration 1F: 3 clusters Score -430195.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -430706.562500 Penalty: 4062.965820
	Iteration 2F: 3 clusters Score -430706.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -431208.031250 Penalty: 4062.965820
	Iteration 3F: 3 clusters Score -431208 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -431602.625000 Penalty: 4062.965820
	Iteration 4F: 3 clusters Score -431602.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -431870.187500 Penalty: 4062.965820
	Iteration 5F: 3 clusters Score -431870.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -432078.812500 Penalty: 4062.965820
	Iteration 6Q: 3 clusters Score -432078.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -432196.343750 Penalty: 4062.965820
	Iteration 7Q: 3 clusters Score -432196.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -432269.781250 Penalty: 4062.965820
	Iteration 8Q: 3 clusters Score -432269.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -432327.718750 Penalty: 4062.965820
	Iteration 9Q: 3 clusters Score -432327.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -432371.343750 Penalty: 4062.965820
	Iteration 10Q: 3 clusters Score -432371.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -432409.218750 Penalty: 4062.965820
	Iteration 11Q: 3 clusters Score -432409.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -432438.812500 Penalty: 4062.965820
	Iteration 12Q: 3 clusters Score -432438.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -432462.625000 Penalty: 4062.965820
	Iteration 13Q: 3 clusters Score -432462.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -432475.750000 Penalty: 4062.965820
	Iteration 14Q: 3 clusters Score -432475.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -432484.500000 Penalty: 4062.965820
	Iteration 15Q: 3 clusters Score -432484.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -432490.281250 Penalty: 4062.965820
	Iteration 16Q: 3 clusters Score -432490.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -432496.031250 Penalty: 4062.965820
	Iteration 17Q: 3 clusters Score -432496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -432498.156250 Penalty: 4062.965820
	Iteration 18Q: 3 clusters Score -432498.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -432503.093750 Penalty: 4062.965820
	Iteration 19Q: 3 clusters Score -432503.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -432506.812500 Penalty: 4062.965820
	Iteration 20F: 3 clusters Score -432506.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -432507.625000 Penalty: 4062.965820
	Iteration 21Q: 3 clusters Score -432507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -432507.968750 Penalty: 4062.965820
	Iteration 22Q: 3 clusters Score -432508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -432509.031250 Penalty: 4062.965820
	Iteration 23Q: 3 clusters Score -432509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -432511.062500 Penalty: 4062.965820
	Iteration 24Q: 3 clusters Score -432511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -432511.062500 Penalty: 4062.965820
	Iteration 25F: 3 clusters Score -432511.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Entering Unmasked Estep 
Score: -607273.250000 Penalty: 2092.553955
	Iteration 0F: 2 clusters Score -607273.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -602985.562500 Penalty: 4185.107910
	Iteration 0F: 3 clusters Score -602985.6 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -604004.000000 Penalty: 4185.107910
	Iteration 1F: 3 clusters Score -604004 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -604247.375000 Penalty: 4185.107910
	Iteration 2F: 3 clusters Score -604247.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -604412.375000 Penalty: 4185.107910
	Iteration 3F: 3 clusters Score -604412.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -604582.687500 Penalty: 4185.107910
	Iteration 4Q: 3 clusters Score -604582.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -604748.500000 Penalty: 4185.107910
	Iteration 5Q: 3 clusters Score -604748.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -604901.687500 Penalty: 4185.107910
	Iteration 6Q: 3 clusters Score -604901.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -605044.125000 Penalty: 4185.107910
	Iteration 7Q: 3 clusters Score -605044.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -605173.437500 Penalty: 4185.107910
	Iteration 8Q: 3 clusters Score -605173.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -605302.375000 Penalty: 4185.107910
	Iteration 9Q: 3 clusters Score -605302.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -605406.062500 Penalty: 4185.107910
	Iteration 10Q: 3 clusters Score -605406.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -605489.625000 Penalty: 4185.107910
	Iteration 11Q: 3 clusters Score -605489.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -605558.937500 Penalty: 4185.107910
	Iteration 12Q: 3 clusters Score -605558.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -605609.562500 Penalty: 4185.107910
	Iteration 13Q: 3 clusters Score -605609.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -605642.500000 Penalty: 4185.107910
	Iteration 14Q: 3 clusters Score -605642.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -605662.437500 Penalty: 4185.107910
	Iteration 15Q: 3 clusters Score -605662.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -605684.000000 Penalty: 4185.107910
	Iteration 16Q: 3 clusters Score -605684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -605709.500000 Penalty: 4185.107910
	Iteration 17Q: 3 clusters Score -605709.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -605729.437500 Penalty: 4185.107910
	Iteration 18Q: 3 clusters Score -605729.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -605741.750000 Penalty: 4185.107910
	Iteration 19Q: 3 clusters Score -605741.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -605755.625000 Penalty: 4185.107910
	Iteration 20F: 3 clusters Score -605755.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -605763.687500 Penalty: 4185.107910
	Iteration 21Q: 3 clusters Score -605763.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -605768.937500 Penalty: 4185.107910
	Iteration 22Q: 3 clusters Score -605768.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -605774.250000 Penalty: 4185.107910
	Iteration 23Q: 3 clusters Score -605774.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -605777.437500 Penalty: 4185.107910
	Iteration 24Q: 3 clusters Score -605777.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -605778.125000 Penalty: 4185.107910
	Iteration 25Q: 3 clusters Score -605778.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -605779.000000 Penalty: 4185.107910
	Iteration 26Q: 3 clusters Score -605779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -605778.750000 Penalty: 4185.107910
	Iteration 27Q: 3 clusters Score -605778.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -605779.875000 Penalty: 4185.107910
	Iteration 28Q: 3 clusters Score -605779.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -605780.312500 Penalty: 4185.107910
	Iteration 29Q: 3 clusters Score -605780.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -605779.687500 Penalty: 4185.107910
	Iteration 30Q: 3 clusters Score -605779.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -605779.250000 Penalty: 4185.107910
	Iteration 31Q: 3 clusters Score -605779.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -605779.625000 Penalty: 4185.107910
	Iteration 32Q: 3 clusters Score -605779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -605780.250000 Penalty: 4185.107910
	Iteration 33Q: 3 clusters Score -605780.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -605780.250000 Penalty: 4185.107910
	Iteration 34F: 3 clusters Score -605780.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Entering Unmasked Estep 
Score: -864264.750000 Penalty: 2199.401367
	Iteration 0F: 2 clusters Score -864264.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -858493.500000 Penalty: 4398.802734
	Iteration 0F: 3 clusters Score -858493.5 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -860074.812500 Penalty: 4398.802734
	Iteration 1F: 3 clusters Score -860074.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -860377.562500 Penalty: 4398.802734
	Iteration 2F: 3 clusters Score -860377.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -860585.062500 Penalty: 4398.802734
	Iteration 3F: 3 clusters Score -860585.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -860736.250000 Penalty: 4398.802734
	Iteration 4Q: 3 clusters Score -860736.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -860858.375000 Penalty: 4398.802734
	Iteration 5Q: 3 clusters Score -860858.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -860960.875000 Penalty: 4398.802734
	Iteration 6Q: 3 clusters Score -860960.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -861051.750000 Penalty: 4398.802734
	Iteration 7Q: 3 clusters Score -861051.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -861132.500000 Penalty: 4398.802734
	Iteration 8Q: 3 clusters Score -861132.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -861196.500000 Penalty: 4398.802734
	Iteration 9Q: 3 clusters Score -861196.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -861248.312500 Penalty: 4398.802734
	Iteration 10Q: 3 clusters Score -861248.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -861291.937500 Penalty: 4398.802734
	Iteration 11Q: 3 clusters Score -861291.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -861333.625000 Penalty: 4398.802734
	Iteration 12Q: 3 clusters Score -861333.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -861367.562500 Penalty: 4398.802734
	Iteration 13Q: 3 clusters Score -861367.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -861396.000000 Penalty: 4398.802734
	Iteration 14Q: 3 clusters Score -861396 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -861430.937500 Penalty: 4398.802734
	Iteration 15Q: 3 clusters Score -861430.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -861453.687500 Penalty: 4398.802734
	Iteration 16Q: 3 clusters Score -861453.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -861483.250000 Penalty: 4398.802734
	Iteration 17Q: 3 clusters Score -861483.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -861509.187500 Penalty: 4398.802734
	Iteration 18Q: 3 clusters Score -861509.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -861534.187500 Penalty: 4398.802734
	Iteration 19Q: 3 clusters Score -861534.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -861562.750000 Penalty: 4398.802734
	Iteration 20F: 3 clusters Score -861562.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -861587.312500 Penalty: 4398.802734
	Iteration 21Q: 3 clusters Score -861587.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -861605.500000 Penalty: 4398.802734
	Iteration 22Q: 3 clusters Score -861605.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -861622.750000 Penalty: 4398.802734
	Iteration 23Q: 3 clusters Score -861622.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -861635.062500 Penalty: 4398.802734
	Iteration 24Q: 3 clusters Score -861635.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -861651.750000 Penalty: 4398.802734
	Iteration 25Q: 3 clusters Score -861651.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -861663.375000 Penalty: 4398.802734
	Iteration 26Q: 3 clusters Score -861663.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -861677.750000 Penalty: 4398.802734
	Iteration 27Q: 3 clusters Score -861677.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -861690.125000 Penalty: 4398.802734
	Iteration 28Q: 3 clusters Score -861690.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -861705.812500 Penalty: 4398.802734
	Iteration 29Q: 3 clusters Score -861705.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -861719.000000 Penalty: 4398.802734
	Iteration 30Q: 3 clusters Score -861719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -861740.000000 Penalty: 4398.802734
	Iteration 31Q: 3 clusters Score -861740 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -861762.500000 Penalty: 4398.802734
	Iteration 32Q: 3 clusters Score -861762.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -861792.812500 Penalty: 4398.802734
	Iteration 33Q: 3 clusters Score -861792.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -861821.187500 Penalty: 4398.802734
	Iteration 34Q: 3 clusters Score -861821.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -861845.187500 Penalty: 4398.802734
	Iteration 35Q: 3 clusters Score -861845.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -861873.812500 Penalty: 4398.802734
	Iteration 36Q: 3 clusters Score -861873.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -861909.875000 Penalty: 4398.802734
	Iteration 37Q: 3 clusters Score -861909.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -861963.250000 Penalty: 4398.802734
	Iteration 38Q: 3 clusters Score -861963.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -862026.625000 Penalty: 4398.802734
	Iteration 39Q: 3 clusters Score -862026.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -862091.937500 Penalty: 4398.802734
	Iteration 40F: 3 clusters Score -862091.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -862140.875000 Penalty: 4398.802734
	Iteration 41Q: 3 clusters Score -862140.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -862180.812500 Penalty: 4398.802734
	Iteration 42Q: 3 clusters Score -862180.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -862222.250000 Penalty: 4398.802734
	Iteration 43Q: 3 clusters Score -862222.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -862259.750000 Penalty: 4398.802734
	Iteration 44Q: 3 clusters Score -862259.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -862305.062500 Penalty: 4398.802734
	Iteration 45Q: 3 clusters Score -862305.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -862340.000000 Penalty: 4398.802734
	Iteration 46Q: 3 clusters Score -862340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -862372.187500 Penalty: 4398.802734
	Iteration 47Q: 3 clusters Score -862372.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -862406.437500 Penalty: 4398.802734
	Iteration 48Q: 3 clusters Score -862406.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -862428.375000 Penalty: 4398.802734
	Iteration 49Q: 3 clusters Score -862428.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -862450.312500 Penalty: 4398.802734
	Iteration 50Q: 3 clusters Score -862450.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -862460.500000 Penalty: 4398.802734
	Iteration 51Q: 3 clusters Score -862460.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -862471.125000 Penalty: 4398.802734
	Iteration 52Q: 3 clusters Score -862471.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -862480.750000 Penalty: 4398.802734
	Iteration 53Q: 3 clusters Score -862480.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -862479.812500 Penalty: 4398.802734
	Iteration 54Q: 3 clusters Score -862479.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -862482.937500 Penalty: 4398.802734
	Iteration 55Q: 3 clusters Score -862482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -862482.375000 Penalty: 4398.802734
	Iteration 56Q: 3 clusters Score -862482.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -862484.687500 Penalty: 4398.802734
	Iteration 57Q: 3 clusters Score -862484.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -862486.312500 Penalty: 4398.802734
	Iteration 58Q: 3 clusters Score -862486.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -862489.312500 Penalty: 4398.802734
	Iteration 59Q: 3 clusters Score -862489.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -862489.125000 Penalty: 4398.802734
	Iteration 60F: 3 clusters Score -862489.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -862492.500000 Penalty: 4398.802734
	Iteration 61Q: 3 clusters Score -862492.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -862492.250000 Penalty: 4398.802734
	Iteration 62Q: 3 clusters Score -862492.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -862494.000000 Penalty: 4398.802734
	Iteration 63Q: 3 clusters Score -862494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -862495.625000 Penalty: 4398.802734
	Iteration 64Q: 3 clusters Score -862495.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -862494.437500 Penalty: 4398.802734
	Iteration 65Q: 3 clusters Score -862494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -862495.312500 Penalty: 4398.802734
	Iteration 66Q: 3 clusters Score -862495.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -862498.875000 Penalty: 4398.802734
	Iteration 67Q: 3 clusters Score -862498.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -862499.500000 Penalty: 4398.802734
	Iteration 68Q: 3 clusters Score -862499.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -862500.437500 Penalty: 4398.802734
	Iteration 69Q: 3 clusters Score -862500.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -862501.375000 Penalty: 4398.802734
	Iteration 70Q: 3 clusters Score -862501.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -862501.375000 Penalty: 4398.802734
	Iteration 71F: 3 clusters Score -862501.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Entering Unmasked Estep 
Score: -2303723.250000 Penalty: 2425.500977
	Iteration 0F: 2 clusters Score -2303723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2291082.750000 Penalty: 4851.001953
	Iteration 0F: 3 clusters Score -2291083 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2295116.500000 Penalty: 4851.001953
	Iteration 1F: 3 clusters Score -2295116 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2295477.750000 Penalty: 4851.001953
	Iteration 2F: 3 clusters Score -2295478 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2295808.250000 Penalty: 4851.001953
	Iteration 3Q: 3 clusters Score -2295808 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2296126.250000 Penalty: 4851.001953
	Iteration 4Q: 3 clusters Score -2296126 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2296430.750000 Penalty: 4851.001953
	Iteration 5Q: 3 clusters Score -2296431 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2296752.000000 Penalty: 4851.001953
	Iteration 6Q: 3 clusters Score -2296752 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2297064.000000 Penalty: 4851.001953
	Iteration 7Q: 3 clusters Score -2297064 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2297358.500000 Penalty: 4851.001953
	Iteration 8Q: 3 clusters Score -2297358 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2297665.250000 Penalty: 4851.001953
	Iteration 9Q: 3 clusters Score -2297665 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2297961.750000 Penalty: 4851.001953
	Iteration 10Q: 3 clusters Score -2297962 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2298259.000000 Penalty: 4851.001953
	Iteration 11Q: 3 clusters Score -2298259 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2298539.750000 Penalty: 4851.001953
	Iteration 12Q: 3 clusters Score -2298540 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2298801.000000 Penalty: 4851.001953
	Iteration 13Q: 3 clusters Score -2298801 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2299076.750000 Penalty: 4851.001953
	Iteration 14Q: 3 clusters Score -2299077 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2299352.250000 Penalty: 4851.001953
	Iteration 15Q: 3 clusters Score -2299352 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2299678.750000 Penalty: 4851.001953
	Iteration 16Q: 3 clusters Score -2299679 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2300027.000000 Penalty: 4851.001953
	Iteration 17Q: 3 clusters Score -2300027 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2300360.750000 Penalty: 4851.001953
	Iteration 18Q: 3 clusters Score -2300361 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2300646.750000 Penalty: 4851.001953
	Iteration 19Q: 3 clusters Score -2300647 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2300871.250000 Penalty: 4851.001953
	Iteration 20F: 3 clusters Score -2300871 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2301063.000000 Penalty: 4851.001953
	Iteration 21Q: 3 clusters Score -2301063 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2301198.750000 Penalty: 4851.001953
	Iteration 22Q: 3 clusters Score -2301199 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2301299.500000 Penalty: 4851.001953
	Iteration 23Q: 3 clusters Score -2301300 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2301355.250000 Penalty: 4851.001953
	Iteration 24Q: 3 clusters Score -2301355 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2301399.750000 Penalty: 4851.001953
	Iteration 25Q: 3 clusters Score -2301400 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2301453.000000 Penalty: 4851.001953
	Iteration 26Q: 3 clusters Score -2301453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2301499.000000 Penalty: 4851.001953
	Iteration 27Q: 3 clusters Score -2301499 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2301529.750000 Penalty: 4851.001953
	Iteration 28Q: 3 clusters Score -2301530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2301569.750000 Penalty: 4851.001953
	Iteration 29Q: 3 clusters Score -2301570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2301597.500000 Penalty: 4851.001953
	Iteration 30Q: 3 clusters Score -2301598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2301608.500000 Penalty: 4851.001953
	Iteration 31Q: 3 clusters Score -2301608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2301637.500000 Penalty: 4851.001953
	Iteration 32Q: 3 clusters Score -2301638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2301664.000000 Penalty: 4851.001953
	Iteration 33Q: 3 clusters Score -2301664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2301676.250000 Penalty: 4851.001953
	Iteration 34Q: 3 clusters Score -2301676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2301686.750000 Penalty: 4851.001953
	Iteration 35Q: 3 clusters Score -2301687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2301696.750000 Penalty: 4851.001953
	Iteration 36Q: 3 clusters Score -2301697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2301704.000000 Penalty: 4851.001953
	Iteration 37Q: 3 clusters Score -2301704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2301718.750000 Penalty: 4851.001953
	Iteration 38Q: 3 clusters Score -2301719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2301735.000000 Penalty: 4851.001953
	Iteration 39Q: 3 clusters Score -2301735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2301749.000000 Penalty: 4851.001953
	Iteration 40F: 3 clusters Score -2301749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2301754.250000 Penalty: 4851.001953
	Iteration 41Q: 3 clusters Score -2301754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2301760.250000 Penalty: 4851.001953
	Iteration 42Q: 3 clusters Score -2301760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2301767.000000 Penalty: 4851.001953
	Iteration 43Q: 3 clusters Score -2301767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2301770.500000 Penalty: 4851.001953
	Iteration 44Q: 3 clusters Score -2301770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2301773.000000 Penalty: 4851.001953
	Iteration 45Q: 3 clusters Score -2301773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -2301778.250000 Penalty: 4851.001953
	Iteration 46Q: 3 clusters Score -2301778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2301780.000000 Penalty: 4851.001953
	Iteration 47Q: 3 clusters Score -2301780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2301784.000000 Penalty: 4851.001953
	Iteration 48Q: 3 clusters Score -2301784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2301788.750000 Penalty: 4851.001953
	Iteration 49Q: 3 clusters Score -2301789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2301785.500000 Penalty: 4851.001953
	Iteration 50Q: 3 clusters Score -2301786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2301785.500000 Penalty: 4851.001953
	Iteration 51F: 3 clusters Score -2301786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Entering Unmasked Estep 
Score: -1096734.500000 Penalty: 2246.327393
	Iteration 0F: 2 clusters Score -1096734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1089934.875000 Penalty: 4492.654785
	Iteration 0F: 3 clusters Score -1089935 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1091851.125000 Penalty: 4492.654785
	Iteration 1F: 3 clusters Score -1091851 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1092193.750000 Penalty: 4492.654785
	Iteration 2F: 3 clusters Score -1092194 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1092472.625000 Penalty: 4492.654785
	Iteration 3F: 3 clusters Score -1092473 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1092740.875000 Penalty: 4492.654785
	Iteration 4F: 3 clusters Score -1092741 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1092977.000000 Penalty: 4492.654785
	Iteration 5Q: 3 clusters Score -1092977 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1093198.250000 Penalty: 4492.654785
	Iteration 6Q: 3 clusters Score -1093198 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1093405.375000 Penalty: 4492.654785
	Iteration 7Q: 3 clusters Score -1093405 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1093596.500000 Penalty: 4492.654785
	Iteration 8Q: 3 clusters Score -1093596 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1093775.000000 Penalty: 4492.654785
	Iteration 9Q: 3 clusters Score -1093775 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1093965.625000 Penalty: 4492.654785
	Iteration 10Q: 3 clusters Score -1093966 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1094137.500000 Penalty: 4492.654785
	Iteration 11Q: 3 clusters Score -1094138 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1094316.750000 Penalty: 4492.654785
	Iteration 12Q: 3 clusters Score -1094317 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1094495.000000 Penalty: 4492.654785
	Iteration 13Q: 3 clusters Score -1094495 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1094674.375000 Penalty: 4492.654785
	Iteration 14Q: 3 clusters Score -1094674 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1094780.875000 Penalty: 4492.654785
	Iteration 15Q: 3 clusters Score -1094781 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1094852.625000 Penalty: 4492.654785
	Iteration 16Q: 3 clusters Score -1094853 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1094925.125000 Penalty: 4492.654785
	Iteration 17Q: 3 clusters Score -1094925 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1094976.375000 Penalty: 4492.654785
	Iteration 18Q: 3 clusters Score -1094976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1095012.375000 Penalty: 4492.654785
	Iteration 19Q: 3 clusters Score -1095012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1095036.875000 Penalty: 4492.654785
	Iteration 20F: 3 clusters Score -1095037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1095053.375000 Penalty: 4492.654785
	Iteration 21Q: 3 clusters Score -1095053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1095068.375000 Penalty: 4492.654785
	Iteration 22Q: 3 clusters Score -1095068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1095081.250000 Penalty: 4492.654785
	Iteration 23Q: 3 clusters Score -1095081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1095089.625000 Penalty: 4492.654785
	Iteration 24Q: 3 clusters Score -1095090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1095099.375000 Penalty: 4492.654785
	Iteration 25Q: 3 clusters Score -1095099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1095104.625000 Penalty: 4492.654785
	Iteration 26Q: 3 clusters Score -1095105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1095107.000000 Penalty: 4492.654785
	Iteration 27Q: 3 clusters Score -1095107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1095107.000000 Penalty: 4492.654785
	Iteration 28Q: 3 clusters Score -1095107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1095107.000000 Penalty: 4492.654785
	Iteration 29F: 3 clusters Score -1095107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Entering Unmasked Estep 
Score: -2403771.000000 Penalty: 2437.974121
	Iteration 0F: 2 clusters Score -2403771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2390658.250000 Penalty: 4875.948242
	Iteration 0F: 3 clusters Score -2390658 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2394996.000000 Penalty: 4875.948242
	Iteration 1F: 3 clusters Score -2394996 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2395403.500000 Penalty: 4875.948242
	Iteration 2F: 3 clusters Score -2395404 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2395789.500000 Penalty: 4875.948242
	Iteration 3Q: 3 clusters Score -2395790 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2396240.500000 Penalty: 4875.948242
	Iteration 4Q: 3 clusters Score -2396240 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2396882.000000 Penalty: 4875.948242
	Iteration 5Q: 3 clusters Score -2396882 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2397781.250000 Penalty: 4875.948242
	Iteration 6F: 3 clusters Score -2397781 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2398803.750000 Penalty: 4875.948242
	Iteration 7F: 3 clusters Score -2398804 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2399836.000000 Penalty: 4875.948242
	Iteration 8F: 3 clusters Score -2399836 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -2400626.500000 Penalty: 4875.948242
	Iteration 9F: 3 clusters Score -2400626 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2401179.750000 Penalty: 4875.948242
	Iteration 10Q: 3 clusters Score -2401180 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2401648.500000 Penalty: 4875.948242
	Iteration 11Q: 3 clusters Score -2401648 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2402052.750000 Penalty: 4875.948242
	Iteration 12Q: 3 clusters Score -2402053 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2402493.250000 Penalty: 4875.948242
	Iteration 13Q: 3 clusters Score -2402493 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2402852.500000 Penalty: 4875.948242
	Iteration 14Q: 3 clusters Score -2402852 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2403126.250000 Penalty: 4875.948242
	Iteration 15Q: 3 clusters Score -2403126 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2403284.000000 Penalty: 4875.948242
	Iteration 16Q: 3 clusters Score -2403284 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2403348.250000 Penalty: 4875.948242
	Iteration 17Q: 3 clusters Score -2403348 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2403374.000000 Penalty: 4875.948242
	Iteration 18Q: 3 clusters Score -2403374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2403388.500000 Penalty: 4875.948242
	Iteration 19Q: 3 clusters Score -2403388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2403401.250000 Penalty: 4875.948242
	Iteration 20F: 3 clusters Score -2403401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2403408.000000 Penalty: 4875.948242
	Iteration 21Q: 3 clusters Score -2403408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2403415.750000 Penalty: 4875.948242
	Iteration 22Q: 3 clusters Score -2403416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2403416.250000 Penalty: 4875.948242
	Iteration 23Q: 3 clusters Score -2403416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2403428.000000 Penalty: 4875.948242
	Iteration 24Q: 3 clusters Score -2403428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2403430.750000 Penalty: 4875.948242
	Iteration 25Q: 3 clusters Score -2403431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2403433.250000 Penalty: 4875.948242
	Iteration 26Q: 3 clusters Score -2403433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2403434.500000 Penalty: 4875.948242
	Iteration 27Q: 3 clusters Score -2403434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2403437.500000 Penalty: 4875.948242
	Iteration 28Q: 3 clusters Score -2403438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2403437.000000 Penalty: 4875.948242
	Iteration 29Q: 3 clusters Score -2403437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2403438.500000 Penalty: 4875.948242
	Iteration 30Q: 3 clusters Score -2403438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2403438.000000 Penalty: 4875.948242
	Iteration 31Q: 3 clusters Score -2403438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2403439.500000 Penalty: 4875.948242
	Iteration 32Q: 3 clusters Score -2403440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2403438.250000 Penalty: 4875.948242
	Iteration 33Q: 3 clusters Score -2403438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2403440.000000 Penalty: 4875.948242
	Iteration 34Q: 3 clusters Score -2403440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2403439.750000 Penalty: 4875.948242
	Iteration 35Q: 3 clusters Score -2403440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2403439.750000 Penalty: 4875.948242
	Iteration 36F: 3 clusters Score -2403440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -42613.820312 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -42613.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41327.972656 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -41327.97 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41644.667969 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -41644.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41745.457031 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -41745.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41766.945312 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -41766.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41769.648438 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -41769.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41769.648438 Penalty: 2961.745850
	Iteration 5F: 3 clusters Score -41769.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -299236.781250 Penalty: 1917.083374
	Iteration 0F: 2 clusters Score -299236.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -296445.687500 Penalty: 3834.166748
	Iteration 0F: 3 clusters Score -296445.7 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -296950.093750 Penalty: 3834.166748
	Iteration 1F: 3 clusters Score -296950.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -297070.187500 Penalty: 3834.166748
	Iteration 2F: 3 clusters Score -297070.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -297131.437500 Penalty: 3834.166748
	Iteration 3Q: 3 clusters Score -297131.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -297174.593750 Penalty: 3834.166748
	Iteration 4Q: 3 clusters Score -297174.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -297212.250000 Penalty: 3834.166748
	Iteration 5Q: 3 clusters Score -297212.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -297256.062500 Penalty: 3834.166748
	Iteration 6Q: 3 clusters Score -297256.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -297288.812500 Penalty: 3834.166748
	Iteration 7Q: 3 clusters Score -297288.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -297319.375000 Penalty: 3834.166748
	Iteration 8Q: 3 clusters Score -297319.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -297345.437500 Penalty: 3834.166748
	Iteration 9Q: 3 clusters Score -297345.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -297384.218750 Penalty: 3834.166748
	Iteration 10Q: 3 clusters Score -297384.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -297424.312500 Penalty: 3834.166748
	Iteration 11Q: 3 clusters Score -297424.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -297482.093750 Penalty: 3834.166748
	Iteration 12Q: 3 clusters Score -297482.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -297545.531250 Penalty: 3834.166748
	Iteration 13Q: 3 clusters Score -297545.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -297621.656250 Penalty: 3834.166748
	Iteration 14Q: 3 clusters Score -297621.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -297719.500000 Penalty: 3834.166748
	Iteration 15Q: 3 clusters Score -297719.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -297856.218750 Penalty: 3834.166748
	Iteration 16Q: 3 clusters Score -297856.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -298042.218750 Penalty: 3834.166748
	Iteration 17Q: 3 clusters Score -298042.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -298210.000000 Penalty: 3834.166748
	Iteration 18Q: 3 clusters Score -298210 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -298311.468750 Penalty: 3834.166748
	Iteration 19Q: 3 clusters Score -298311.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -298387.468750 Penalty: 3834.166748
	Iteration 20F: 3 clusters Score -298387.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -298439.031250 Penalty: 3834.166748
	Iteration 21Q: 3 clusters Score -298439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -298482.687500 Penalty: 3834.166748
	Iteration 22Q: 3 clusters Score -298482.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -298521.000000 Penalty: 3834.166748
	Iteration 23Q: 3 clusters Score -298521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -298554.312500 Penalty: 3834.166748
	Iteration 24Q: 3 clusters Score -298554.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -298578.000000 Penalty: 3834.166748
	Iteration 25Q: 3 clusters Score -298578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -298606.281250 Penalty: 3834.166748
	Iteration 26Q: 3 clusters Score -298606.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -298633.312500 Penalty: 3834.166748
	Iteration 27Q: 3 clusters Score -298633.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -298667.031250 Penalty: 3834.166748
	Iteration 28Q: 3 clusters Score -298667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -298684.781250 Penalty: 3834.166748
	Iteration 29Q: 3 clusters Score -298684.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -298713.562500 Penalty: 3834.166748
	Iteration 30Q: 3 clusters Score -298713.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -298730.343750 Penalty: 3834.166748
	Iteration 31Q: 3 clusters Score -298730.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -298732.937500 Penalty: 3834.166748
	Iteration 32Q: 3 clusters Score -298732.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -298734.937500 Penalty: 3834.166748
	Iteration 33Q: 3 clusters Score -298734.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -298734.937500 Penalty: 3834.166748
	Iteration 34F: 3 clusters Score -298734.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Entering Unmasked Estep 
Score: -88466.570312 Penalty: 1635.414551
	Iteration 0F: 2 clusters Score -88466.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -86815.593750 Penalty: 3270.829102
	Iteration 0F: 3 clusters Score -86815.59 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -87211.945312 Penalty: 3270.829102
	Iteration 1F: 3 clusters Score -87211.95 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -87497.406250 Penalty: 3270.829102
	Iteration 2F: 3 clusters Score -87497.41 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -87757.000000 Penalty: 3270.829102
	Iteration 3F: 3 clusters Score -87757 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -88067.523438 Penalty: 3270.829102
	Iteration 4F: 3 clusters Score -88067.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -88536.500000 Penalty: 3270.829102
	Iteration 5F: 3 clusters Score -88536.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -88708.992188 Penalty: 3270.829102
	Iteration 6Q: 3 clusters Score -88708.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -88765.726562 Penalty: 3270.829102
	Iteration 7Q: 3 clusters Score -88765.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -88813.492188 Penalty: 3270.829102
	Iteration 8Q: 3 clusters Score -88813.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -88830.585938 Penalty: 3270.829102
	Iteration 9Q: 3 clusters Score -88830.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -88837.953125 Penalty: 3270.829102
	Iteration 10Q: 3 clusters Score -88837.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -88846.476562 Penalty: 3270.829102
	Iteration 11Q: 3 clusters Score -88846.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -88876.273438 Penalty: 3270.829102
	Iteration 12Q: 3 clusters Score -88876.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -88894.640625 Penalty: 3270.829102
	Iteration 13Q: 3 clusters Score -88894.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -88894.640625 Penalty: 3270.829102
	Iteration 14F: 3 clusters Score -88894.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37433 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 462 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7105 members 
Mstep: Class 22 contains 17681 members 
Mstep: Class 23 contains 8585 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 392 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 192 members 
Mstep: Class 28 contains 20301 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16666 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 461 members 
Mstep: Class 36 contains 539 members 
Entering Unmasked Estep 
Score: -73860192.000000 Penalty: 118472.648438
Splitting cluster 27 changes total score from -73861328.000000 to -73860192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (20301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Entering Unmasked Estep 
Score: -2631663.000000 Penalty: 2459.769531
	Iteration 0F: 2 clusters Score -2631663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2617357.500000 Penalty: 4919.539062
	Iteration 0F: 3 clusters Score -2617358 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2622164.500000 Penalty: 4919.539062
	Iteration 1F: 3 clusters Score -2622164 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2622619.500000 Penalty: 4919.539062
	Iteration 2F: 3 clusters Score -2622620 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2623052.500000 Penalty: 4919.539062
	Iteration 3Q: 3 clusters Score -2623052 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2623502.500000 Penalty: 4919.539062
	Iteration 4Q: 3 clusters Score -2623502 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2624019.500000 Penalty: 4919.539062
	Iteration 5Q: 3 clusters Score -2624020 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2624561.000000 Penalty: 4919.539062
	Iteration 6Q: 3 clusters Score -2624561 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2625110.750000 Penalty: 4919.539062
	Iteration 7Q: 3 clusters Score -2625111 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2625637.000000 Penalty: 4919.539062
	Iteration 8Q: 3 clusters Score -2625637 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2626162.250000 Penalty: 4919.539062
	Iteration 9Q: 3 clusters Score -2626162 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2626659.250000 Penalty: 4919.539062
	Iteration 10Q: 3 clusters Score -2626659 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2627118.000000 Penalty: 4919.539062
	Iteration 11Q: 3 clusters Score -2627118 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2627467.750000 Penalty: 4919.539062
	Iteration 12Q: 3 clusters Score -2627468 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2627731.250000 Penalty: 4919.539062
	Iteration 13Q: 3 clusters Score -2627731 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2628003.750000 Penalty: 4919.539062
	Iteration 14Q: 3 clusters Score -2628004 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2628240.250000 Penalty: 4919.539062
	Iteration 15Q: 3 clusters Score -2628240 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2628488.250000 Penalty: 4919.539062
	Iteration 16Q: 3 clusters Score -2628488 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2628726.500000 Penalty: 4919.539062
	Iteration 17Q: 3 clusters Score -2628726 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2629015.250000 Penalty: 4919.539062
	Iteration 18Q: 3 clusters Score -2629015 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2629344.250000 Penalty: 4919.539062
	Iteration 19Q: 3 clusters Score -2629344 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2629718.500000 Penalty: 4919.539062
	Iteration 20F: 3 clusters Score -2629718 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2630042.750000 Penalty: 4919.539062
	Iteration 21Q: 3 clusters Score -2630043 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2630268.000000 Penalty: 4919.539062
	Iteration 22Q: 3 clusters Score -2630268 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2630400.000000 Penalty: 4919.539062
	Iteration 23Q: 3 clusters Score -2630400 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2630458.500000 Penalty: 4919.539062
	Iteration 24Q: 3 clusters Score -2630458 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2630492.000000 Penalty: 4919.539062
	Iteration 25Q: 3 clusters Score -2630492 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2630503.750000 Penalty: 4919.539062
	Iteration 26Q: 3 clusters Score -2630504 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2630514.250000 Penalty: 4919.539062
	Iteration 27Q: 3 clusters Score -2630514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2630525.250000 Penalty: 4919.539062
	Iteration 28Q: 3 clusters Score -2630525 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2630525.250000 Penalty: 4919.539062
	Iteration 29Q: 3 clusters Score -2630525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2630533.250000 Penalty: 4919.539062
	Iteration 30Q: 3 clusters Score -2630533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2630536.000000 Penalty: 4919.539062
	Iteration 31Q: 3 clusters Score -2630536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2630543.750000 Penalty: 4919.539062
	Iteration 32Q: 3 clusters Score -2630544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2630542.250000 Penalty: 4919.539062
	Iteration 33Q: 3 clusters Score -2630542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2630539.750000 Penalty: 4919.539062
	Iteration 34Q: 3 clusters Score -2630540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2630540.000000 Penalty: 4919.539062
	Iteration 35Q: 3 clusters Score -2630540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2630539.250000 Penalty: 4919.539062
	Iteration 36Q: 3 clusters Score -2630539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2630540.000000 Penalty: 4919.539062
	Iteration 37Q: 3 clusters Score -2630540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2630541.250000 Penalty: 4919.539062
	Iteration 38Q: 3 clusters Score -2630541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2630542.500000 Penalty: 4919.539062
	Iteration 39Q: 3 clusters Score -2630542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2630544.000000 Penalty: 4919.539062
	Iteration 40F: 3 clusters Score -2630544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2630541.250000 Penalty: 4919.539062
	Iteration 41Q: 3 clusters Score -2630541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2630541.250000 Penalty: 4919.539062
	Iteration 42F: 3 clusters Score -2630541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Entering Unmasked Estep 
Score: -668906.875000 Penalty: 2120.411865
	Iteration 0F: 2 clusters Score -668906.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -664301.437500 Penalty: 4240.823730
	Iteration 0F: 3 clusters Score -664301.4 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -665405.562500 Penalty: 4240.823730
	Iteration 1F: 3 clusters Score -665405.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -665630.625000 Penalty: 4240.823730
	Iteration 2F: 3 clusters Score -665630.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -665781.750000 Penalty: 4240.823730
	Iteration 3F: 3 clusters Score -665781.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -665922.125000 Penalty: 4240.823730
	Iteration 4Q: 3 clusters Score -665922.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -666029.250000 Penalty: 4240.823730
	Iteration 5Q: 3 clusters Score -666029.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -666103.625000 Penalty: 4240.823730
	Iteration 6Q: 3 clusters Score -666103.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -666168.937500 Penalty: 4240.823730
	Iteration 7Q: 3 clusters Score -666168.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -666218.812500 Penalty: 4240.823730
	Iteration 8Q: 3 clusters Score -666218.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -666268.812500 Penalty: 4240.823730
	Iteration 9Q: 3 clusters Score -666268.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -666313.062500 Penalty: 4240.823730
	Iteration 10Q: 3 clusters Score -666313.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -666351.687500 Penalty: 4240.823730
	Iteration 11Q: 3 clusters Score -666351.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -666389.500000 Penalty: 4240.823730
	Iteration 12Q: 3 clusters Score -666389.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -666429.937500 Penalty: 4240.823730
	Iteration 13Q: 3 clusters Score -666429.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -666467.375000 Penalty: 4240.823730
	Iteration 14Q: 3 clusters Score -666467.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -666505.500000 Penalty: 4240.823730
	Iteration 15Q: 3 clusters Score -666505.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -666536.625000 Penalty: 4240.823730
	Iteration 16Q: 3 clusters Score -666536.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -666561.312500 Penalty: 4240.823730
	Iteration 17Q: 3 clusters Score -666561.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -666586.000000 Penalty: 4240.823730
	Iteration 18Q: 3 clusters Score -666586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -666606.062500 Penalty: 4240.823730
	Iteration 19Q: 3 clusters Score -666606.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -666622.062500 Penalty: 4240.823730
	Iteration 20F: 3 clusters Score -666622.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -666636.812500 Penalty: 4240.823730
	Iteration 21Q: 3 clusters Score -666636.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -666659.562500 Penalty: 4240.823730
	Iteration 22Q: 3 clusters Score -666659.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -666683.812500 Penalty: 4240.823730
	Iteration 23Q: 3 clusters Score -666683.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -666708.875000 Penalty: 4240.823730
	Iteration 24Q: 3 clusters Score -666708.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -666734.312500 Penalty: 4240.823730
	Iteration 25Q: 3 clusters Score -666734.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -666757.312500 Penalty: 4240.823730
	Iteration 26Q: 3 clusters Score -666757.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -666780.625000 Penalty: 4240.823730
	Iteration 27Q: 3 clusters Score -666780.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -666792.062500 Penalty: 4240.823730
	Iteration 28Q: 3 clusters Score -666792.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -666809.437500 Penalty: 4240.823730
	Iteration 29Q: 3 clusters Score -666809.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -666827.437500 Penalty: 4240.823730
	Iteration 30Q: 3 clusters Score -666827.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -666843.187500 Penalty: 4240.823730
	Iteration 31Q: 3 clusters Score -666843.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -666857.750000 Penalty: 4240.823730
	Iteration 32Q: 3 clusters Score -666857.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -666876.187500 Penalty: 4240.823730
	Iteration 33Q: 3 clusters Score -666876.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -666893.750000 Penalty: 4240.823730
	Iteration 34Q: 3 clusters Score -666893.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -666906.187500 Penalty: 4240.823730
	Iteration 35Q: 3 clusters Score -666906.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -666921.375000 Penalty: 4240.823730
	Iteration 36Q: 3 clusters Score -666921.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -666935.875000 Penalty: 4240.823730
	Iteration 37Q: 3 clusters Score -666935.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -666952.437500 Penalty: 4240.823730
	Iteration 38Q: 3 clusters Score -666952.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -666971.187500 Penalty: 4240.823730
	Iteration 39Q: 3 clusters Score -666971.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -666993.875000 Penalty: 4240.823730
	Iteration 40F: 3 clusters Score -666993.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -667016.375000 Penalty: 4240.823730
	Iteration 41Q: 3 clusters Score -667016.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -667032.750000 Penalty: 4240.823730
	Iteration 42Q: 3 clusters Score -667032.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -667045.750000 Penalty: 4240.823730
	Iteration 43Q: 3 clusters Score -667045.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -667055.187500 Penalty: 4240.823730
	Iteration 44Q: 3 clusters Score -667055.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -667066.375000 Penalty: 4240.823730
	Iteration 45Q: 3 clusters Score -667066.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -667076.562500 Penalty: 4240.823730
	Iteration 46Q: 3 clusters Score -667076.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -667084.062500 Penalty: 4240.823730
	Iteration 47Q: 3 clusters Score -667084.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -667093.187500 Penalty: 4240.823730
	Iteration 48Q: 3 clusters Score -667093.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -667095.937500 Penalty: 4240.823730
	Iteration 49Q: 3 clusters Score -667095.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -667097.375000 Penalty: 4240.823730
	Iteration 50Q: 3 clusters Score -667097.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -667104.437500 Penalty: 4240.823730
	Iteration 51Q: 3 clusters Score -667104.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -667108.250000 Penalty: 4240.823730
	Iteration 52Q: 3 clusters Score -667108.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -667111.312500 Penalty: 4240.823730
	Iteration 53Q: 3 clusters Score -667111.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -667114.625000 Penalty: 4240.823730
	Iteration 54Q: 3 clusters Score -667114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -667117.750000 Penalty: 4240.823730
	Iteration 55Q: 3 clusters Score -667117.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -667120.250000 Penalty: 4240.823730
	Iteration 56Q: 3 clusters Score -667120.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -667122.437500 Penalty: 4240.823730
	Iteration 57Q: 3 clusters Score -667122.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -667123.250000 Penalty: 4240.823730
	Iteration 58Q: 3 clusters Score -667123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -667124.062500 Penalty: 4240.823730
	Iteration 59Q: 3 clusters Score -667124.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -667126.125000 Penalty: 4240.823730
	Iteration 60F: 3 clusters Score -667126.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -667128.312500 Penalty: 4240.823730
	Iteration 61Q: 3 clusters Score -667128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -667127.625000 Penalty: 4240.823730
	Iteration 62Q: 3 clusters Score -667127.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -667129.937500 Penalty: 4240.823730
	Iteration 63Q: 3 clusters Score -667129.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -667130.062500 Penalty: 4240.823730
	Iteration 64Q: 3 clusters Score -667130.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -667130.062500 Penalty: 4240.823730
	Iteration 65F: 3 clusters Score -667130.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -88788.125000 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -88788.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87123.523438 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -87123.52 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -87399.000000 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -87399 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -87500.453125 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -87500.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -87602.523438 Penalty: 3265.371094
	Iteration 3Q: 3 clusters Score -87602.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87649.968750 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -87649.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -87686.421875 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -87686.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -87718.882812 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -87718.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -87763.156250 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -87763.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -87812.789062 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -87812.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -87854.000000 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -87854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -87875.195312 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -87875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -87878.492188 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -87878.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -87881.250000 Penalty: 3265.371094
	Iteration 12Q: 3 clusters Score -87881.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -87884.718750 Penalty: 3265.371094
	Iteration 13Q: 3 clusters Score -87884.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -87887.187500 Penalty: 3265.371094
	Iteration 14Q: 3 clusters Score -87887.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -87887.187500 Penalty: 3265.371094
	Iteration 15F: 3 clusters Score -87887.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -334292.562500 Penalty: 1962.825195
	Iteration 0F: 2 clusters Score -334292.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -331209.093750 Penalty: 3925.650391
	Iteration 0F: 3 clusters Score -331209.1 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -331912.781250 Penalty: 3925.650391
	Iteration 1F: 3 clusters Score -331912.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -332157.875000 Penalty: 3925.650391
	Iteration 2F: 3 clusters Score -332157.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -332362.406250 Penalty: 3925.650391
	Iteration 3F: 3 clusters Score -332362.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -332539.781250 Penalty: 3925.650391
	Iteration 4F: 3 clusters Score -332539.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -332664.968750 Penalty: 3925.650391
	Iteration 5Q: 3 clusters Score -332665 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -332783.906250 Penalty: 3925.650391
	Iteration 6Q: 3 clusters Score -332783.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -332879.000000 Penalty: 3925.650391
	Iteration 7Q: 3 clusters Score -332879 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -332945.906250 Penalty: 3925.650391
	Iteration 8Q: 3 clusters Score -332945.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -332985.875000 Penalty: 3925.650391
	Iteration 9Q: 3 clusters Score -332985.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -333013.312500 Penalty: 3925.650391
	Iteration 10Q: 3 clusters Score -333013.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -333036.781250 Penalty: 3925.650391
	Iteration 11Q: 3 clusters Score -333036.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -333062.593750 Penalty: 3925.650391
	Iteration 12Q: 3 clusters Score -333062.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -333088.687500 Penalty: 3925.650391
	Iteration 13Q: 3 clusters Score -333088.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -333105.656250 Penalty: 3925.650391
	Iteration 14Q: 3 clusters Score -333105.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -333121.937500 Penalty: 3925.650391
	Iteration 15Q: 3 clusters Score -333121.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -333139.062500 Penalty: 3925.650391
	Iteration 16Q: 3 clusters Score -333139.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -333149.781250 Penalty: 3925.650391
	Iteration 17Q: 3 clusters Score -333149.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -333163.218750 Penalty: 3925.650391
	Iteration 18Q: 3 clusters Score -333163.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -333173.687500 Penalty: 3925.650391
	Iteration 19Q: 3 clusters Score -333173.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -333180.250000 Penalty: 3925.650391
	Iteration 20F: 3 clusters Score -333180.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -333191.781250 Penalty: 3925.650391
	Iteration 21Q: 3 clusters Score -333191.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -333206.562500 Penalty: 3925.650391
	Iteration 22Q: 3 clusters Score -333206.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -333229.250000 Penalty: 3925.650391
	Iteration 23Q: 3 clusters Score -333229.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -333248.906250 Penalty: 3925.650391
	Iteration 24Q: 3 clusters Score -333248.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -333277.343750 Penalty: 3925.650391
	Iteration 25Q: 3 clusters Score -333277.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -333307.781250 Penalty: 3925.650391
	Iteration 26Q: 3 clusters Score -333307.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -333328.281250 Penalty: 3925.650391
	Iteration 27Q: 3 clusters Score -333328.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -333345.656250 Penalty: 3925.650391
	Iteration 28Q: 3 clusters Score -333345.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -333369.406250 Penalty: 3925.650391
	Iteration 29Q: 3 clusters Score -333369.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -333391.500000 Penalty: 3925.650391
	Iteration 30Q: 3 clusters Score -333391.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -333418.468750 Penalty: 3925.650391
	Iteration 31Q: 3 clusters Score -333418.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -333443.906250 Penalty: 3925.650391
	Iteration 32Q: 3 clusters Score -333443.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -333469.687500 Penalty: 3925.650391
	Iteration 33Q: 3 clusters Score -333469.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -333490.875000 Penalty: 3925.650391
	Iteration 34Q: 3 clusters Score -333490.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -333505.656250 Penalty: 3925.650391
	Iteration 35Q: 3 clusters Score -333505.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -333518.468750 Penalty: 3925.650391
	Iteration 36Q: 3 clusters Score -333518.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -333533.625000 Penalty: 3925.650391
	Iteration 37Q: 3 clusters Score -333533.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -333541.468750 Penalty: 3925.650391
	Iteration 38Q: 3 clusters Score -333541.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -333550.562500 Penalty: 3925.650391
	Iteration 39Q: 3 clusters Score -333550.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -333559.281250 Penalty: 3925.650391
	Iteration 40F: 3 clusters Score -333559.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -333571.406250 Penalty: 3925.650391
	Iteration 41Q: 3 clusters Score -333571.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -333577.343750 Penalty: 3925.650391
	Iteration 42Q: 3 clusters Score -333577.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -333583.625000 Penalty: 3925.650391
	Iteration 43Q: 3 clusters Score -333583.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -333586.312500 Penalty: 3925.650391
	Iteration 44Q: 3 clusters Score -333586.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -333586.406250 Penalty: 3925.650391
	Iteration 45Q: 3 clusters Score -333586.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -333588.250000 Penalty: 3925.650391
	Iteration 46Q: 3 clusters Score -333588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -333588.906250 Penalty: 3925.650391
	Iteration 47Q: 3 clusters Score -333588.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -333589.250000 Penalty: 3925.650391
	Iteration 48Q: 3 clusters Score -333589.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -333589.250000 Penalty: 3925.650391
	Iteration 49F: 3 clusters Score -333589.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Entering Unmasked Estep 
Score: -2044849.125000 Penalty: 2410.839111
	Iteration 0F: 2 clusters Score -2044849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2032904.875000 Penalty: 4821.678223
	Iteration 0F: 3 clusters Score -2032905 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2037045.625000 Penalty: 4821.678223
	Iteration 1F: 3 clusters Score -2037046 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2037563.625000 Penalty: 4821.678223
	Iteration 2F: 3 clusters Score -2037564 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2038039.000000 Penalty: 4821.678223
	Iteration 3F: 3 clusters Score -2038039 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2038493.375000 Penalty: 4821.678223
	Iteration 4F: 3 clusters Score -2038493 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2038917.125000 Penalty: 4821.678223
	Iteration 5Q: 3 clusters Score -2038917 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2039357.750000 Penalty: 4821.678223
	Iteration 6Q: 3 clusters Score -2039358 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2039778.125000 Penalty: 4821.678223
	Iteration 7Q: 3 clusters Score -2039778 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2040170.875000 Penalty: 4821.678223
	Iteration 8Q: 3 clusters Score -2040171 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2040599.500000 Penalty: 4821.678223
	Iteration 9Q: 3 clusters Score -2040600 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2040991.750000 Penalty: 4821.678223
	Iteration 10Q: 3 clusters Score -2040992 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2041306.250000 Penalty: 4821.678223
	Iteration 11Q: 3 clusters Score -2041306 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2041548.250000 Penalty: 4821.678223
	Iteration 12Q: 3 clusters Score -2041548 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2041717.375000 Penalty: 4821.678223
	Iteration 13Q: 3 clusters Score -2041717 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2041856.500000 Penalty: 4821.678223
	Iteration 14Q: 3 clusters Score -2041856 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2041983.250000 Penalty: 4821.678223
	Iteration 15Q: 3 clusters Score -2041983 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2042069.500000 Penalty: 4821.678223
	Iteration 16Q: 3 clusters Score -2042070 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2042163.375000 Penalty: 4821.678223
	Iteration 17Q: 3 clusters Score -2042163 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2042232.500000 Penalty: 4821.678223
	Iteration 18Q: 3 clusters Score -2042232 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2042300.375000 Penalty: 4821.678223
	Iteration 19Q: 3 clusters Score -2042300 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2042340.250000 Penalty: 4821.678223
	Iteration 20F: 3 clusters Score -2042340 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2042383.250000 Penalty: 4821.678223
	Iteration 21Q: 3 clusters Score -2042383 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2042420.875000 Penalty: 4821.678223
	Iteration 22Q: 3 clusters Score -2042421 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2042466.625000 Penalty: 4821.678223
	Iteration 23Q: 3 clusters Score -2042467 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2042499.000000 Penalty: 4821.678223
	Iteration 24Q: 3 clusters Score -2042499 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2042513.875000 Penalty: 4821.678223
	Iteration 25Q: 3 clusters Score -2042514 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2042526.875000 Penalty: 4821.678223
	Iteration 26Q: 3 clusters Score -2042527 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2042531.250000 Penalty: 4821.678223
	Iteration 27Q: 3 clusters Score -2042531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2042541.375000 Penalty: 4821.678223
	Iteration 28Q: 3 clusters Score -2042541 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2042546.375000 Penalty: 4821.678223
	Iteration 29Q: 3 clusters Score -2042546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2042555.250000 Penalty: 4821.678223
	Iteration 30Q: 3 clusters Score -2042555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2042557.500000 Penalty: 4821.678223
	Iteration 31Q: 3 clusters Score -2042558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2042559.500000 Penalty: 4821.678223
	Iteration 32Q: 3 clusters Score -2042560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2042563.000000 Penalty: 4821.678223
	Iteration 33Q: 3 clusters Score -2042563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2042568.750000 Penalty: 4821.678223
	Iteration 34Q: 3 clusters Score -2042569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2042570.125000 Penalty: 4821.678223
	Iteration 35Q: 3 clusters Score -2042570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2042570.125000 Penalty: 4821.678223
	Iteration 36Q: 3 clusters Score -2042570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2042575.625000 Penalty: 4821.678223
	Iteration 37Q: 3 clusters Score -2042576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2042577.000000 Penalty: 4821.678223
	Iteration 38Q: 3 clusters Score -2042577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2042577.000000 Penalty: 4821.678223
	Iteration 39Q: 3 clusters Score -2042577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2042580.750000 Penalty: 4821.678223
	Iteration 40F: 3 clusters Score -2042581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2042583.750000 Penalty: 4821.678223
	Iteration 41Q: 3 clusters Score -2042584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2042589.625000 Penalty: 4821.678223
	Iteration 42Q: 3 clusters Score -2042590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2042591.375000 Penalty: 4821.678223
	Iteration 43Q: 3 clusters Score -2042591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2042596.125000 Penalty: 4821.678223
	Iteration 44Q: 3 clusters Score -2042596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2042598.000000 Penalty: 4821.678223
	Iteration 45Q: 3 clusters Score -2042598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2042595.625000 Penalty: 4821.678223
	Iteration 46Q: 3 clusters Score -2042596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2042607.625000 Penalty: 4821.678223
	Iteration 47Q: 3 clusters Score -2042608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2042606.000000 Penalty: 4821.678223
	Iteration 48Q: 3 clusters Score -2042606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2042606.375000 Penalty: 4821.678223
	Iteration 49Q: 3 clusters Score -2042606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2042617.625000 Penalty: 4821.678223
	Iteration 50Q: 3 clusters Score -2042618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2042620.250000 Penalty: 4821.678223
	Iteration 51Q: 3 clusters Score -2042620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2042617.875000 Penalty: 4821.678223
	Iteration 52Q: 3 clusters Score -2042618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2042620.000000 Penalty: 4821.678223
	Iteration 53Q: 3 clusters Score -2042620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2042624.750000 Penalty: 4821.678223
	Iteration 54Q: 3 clusters Score -2042625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2042625.125000 Penalty: 4821.678223
	Iteration 55Q: 3 clusters Score -2042625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2042627.625000 Penalty: 4821.678223
	Iteration 56Q: 3 clusters Score -2042628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2042634.125000 Penalty: 4821.678223
	Iteration 57Q: 3 clusters Score -2042634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2042645.250000 Penalty: 4821.678223
	Iteration 58Q: 3 clusters Score -2042645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2042648.625000 Penalty: 4821.678223
	Iteration 59Q: 3 clusters Score -2042649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2042654.000000 Penalty: 4821.678223
	Iteration 60F: 3 clusters Score -2042654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2042648.750000 Penalty: 4821.678223
	Iteration 61Q: 3 clusters Score -2042649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2042654.625000 Penalty: 4821.678223
	Iteration 62Q: 3 clusters Score -2042655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2042651.500000 Penalty: 4821.678223
	Iteration 63Q: 3 clusters Score -2042652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2042652.750000 Penalty: 4821.678223
	Iteration 64Q: 3 clusters Score -2042653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2042654.375000 Penalty: 4821.678223
	Iteration 65Q: 3 clusters Score -2042654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2042655.125000 Penalty: 4821.678223
	Iteration 66Q: 3 clusters Score -2042655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2042658.625000 Penalty: 4821.678223
	Iteration 67Q: 3 clusters Score -2042659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2042656.000000 Penalty: 4821.678223
	Iteration 68Q: 3 clusters Score -2042656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2042658.750000 Penalty: 4821.678223
	Iteration 69Q: 3 clusters Score -2042659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2042659.625000 Penalty: 4821.678223
	Iteration 70Q: 3 clusters Score -2042660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2042659.000000 Penalty: 4821.678223
	Iteration 71Q: 3 clusters Score -2042659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2042656.625000 Penalty: 4821.678223
	Iteration 72Q: 3 clusters Score -2042657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2042657.875000 Penalty: 4821.678223
	Iteration 73Q: 3 clusters Score -2042658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2042659.375000 Penalty: 4821.678223
	Iteration 74Q: 3 clusters Score -2042659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2042659.375000 Penalty: 4821.678223
	Iteration 75F: 3 clusters Score -2042659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Entering Unmasked Estep 
Score: -244966.812500 Penalty: 1867.026245
	Iteration 0F: 2 clusters Score -244966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -242445.781250 Penalty: 3734.052490
	Iteration 0F: 3 clusters Score -242445.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -242868.609375 Penalty: 3734.052490
	Iteration 1F: 3 clusters Score -242868.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -242985.171875 Penalty: 3734.052490
	Iteration 2F: 3 clusters Score -242985.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -243042.453125 Penalty: 3734.052490
	Iteration 3Q: 3 clusters Score -243042.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -243086.875000 Penalty: 3734.052490
	Iteration 4Q: 3 clusters Score -243086.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -243120.093750 Penalty: 3734.052490
	Iteration 5Q: 3 clusters Score -243120.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -243140.343750 Penalty: 3734.052490
	Iteration 6Q: 3 clusters Score -243140.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -243148.406250 Penalty: 3734.052490
	Iteration 7Q: 3 clusters Score -243148.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -243154.531250 Penalty: 3734.052490
	Iteration 8Q: 3 clusters Score -243154.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -243157.828125 Penalty: 3734.052490
	Iteration 9Q: 3 clusters Score -243157.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -243162.281250 Penalty: 3734.052490
	Iteration 10Q: 3 clusters Score -243162.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -243164.484375 Penalty: 3734.052490
	Iteration 11Q: 3 clusters Score -243164.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -243165.906250 Penalty: 3734.052490
	Iteration 12Q: 3 clusters Score -243165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -243168.890625 Penalty: 3734.052490
	Iteration 13Q: 3 clusters Score -243168.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -243174.031250 Penalty: 3734.052490
	Iteration 14Q: 3 clusters Score -243174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -243178.062500 Penalty: 3734.052490
	Iteration 15Q: 3 clusters Score -243178.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -243179.250000 Penalty: 3734.052490
	Iteration 16Q: 3 clusters Score -243179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -243180.093750 Penalty: 3734.052490
	Iteration 17Q: 3 clusters Score -243180.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -243181.875000 Penalty: 3734.052490
	Iteration 18Q: 3 clusters Score -243181.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -243184.000000 Penalty: 3734.052490
	Iteration 19Q: 3 clusters Score -243184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -243185.453125 Penalty: 3734.052490
	Iteration 20F: 3 clusters Score -243185.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -243186.578125 Penalty: 3734.052490
	Iteration 21Q: 3 clusters Score -243186.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -243187.734375 Penalty: 3734.052490
	Iteration 22Q: 3 clusters Score -243187.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -243188.500000 Penalty: 3734.052490
	Iteration 23Q: 3 clusters Score -243188.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -243188.500000 Penalty: 3734.052490
	Iteration 24F: 3 clusters Score -243188.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -77805.023438 Penalty: 1611.573975
	Iteration 0F: 2 clusters Score -77805.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76127.937500 Penalty: 3223.147949
	Iteration 0F: 3 clusters Score -76127.94 nChanged 153
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: -76427.898438 Penalty: 3223.147949
	Iteration 1F: 3 clusters Score -76427.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76580.437500 Penalty: 3223.147949
	Iteration 2F: 3 clusters Score -76580.44 nChanged 43
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: -76748.976562 Penalty: 3223.147949
	Iteration 3F: 3 clusters Score -76748.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -76949.265625 Penalty: 3223.147949
	Iteration 4F: 3 clusters Score -76949.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -77125.351562 Penalty: 3223.147949
	Iteration 5F: 3 clusters Score -77125.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -77233.992188 Penalty: 3223.147949
	Iteration 6Q: 3 clusters Score -77233.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -77279.664062 Penalty: 3223.147949
	Iteration 7Q: 3 clusters Score -77279.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -77342.484375 Penalty: 3223.147949
	Iteration 8Q: 3 clusters Score -77342.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -77370.453125 Penalty: 3223.147949
	Iteration 9Q: 3 clusters Score -77370.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -77387.617188 Penalty: 3223.147949
	Iteration 10Q: 3 clusters Score -77387.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -77393.281250 Penalty: 3223.147949
	Iteration 11Q: 3 clusters Score -77393.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -77397.023438 Penalty: 3223.147949
	Iteration 12Q: 3 clusters Score -77397.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -77397.023438 Penalty: 3223.147949
	Iteration 13F: 3 clusters Score -77397.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -52699.542969 Penalty: 1521.082764
	Iteration 0F: 2 clusters Score -52699.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51230.074219 Penalty: 3042.165527
	Iteration 0F: 3 clusters Score -51230.07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -51462.074219 Penalty: 3042.165527
	Iteration 1F: 3 clusters Score -51462.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51598.527344 Penalty: 3042.165527
	Iteration 2F: 3 clusters Score -51598.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51753.894531 Penalty: 3042.165527
	Iteration 3F: 3 clusters Score -51753.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51952.722656 Penalty: 3042.165527
	Iteration 4F: 3 clusters Score -51952.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -52113.203125 Penalty: 3042.165527
	Iteration 5F: 3 clusters Score -52113.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -52393.789062 Penalty: 3042.165527
	Iteration 6F: 3 clusters Score -52393.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52574.976562 Penalty: 3042.165527
	Iteration 7F: 3 clusters Score -52574.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -52702.218750 Penalty: 3042.165527
	Iteration 8Q: 3 clusters Score -52702.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -52719.417969 Penalty: 3042.165527
	Iteration 9Q: 3 clusters Score -52719.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -52730.726562 Penalty: 3042.165527
	Iteration 10Q: 3 clusters Score -52730.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -52738.144531 Penalty: 3042.165527
	Iteration 11Q: 3 clusters Score -52738.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -52738.144531 Penalty: 3042.165527
	Iteration 12F: 3 clusters Score -52738.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 17434 members 
Mstep: Class 4 contains 2436 members 
Mstep: Class 5 contains 37433 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 126876 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 44621 members 
Mstep: Class 12 contains 14345 members 
Mstep: Class 13 contains 21230 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 462 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 33401 members 
Mstep: Class 18 contains 515 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 7105 members 
Mstep: Class 22 contains 17681 members 
Mstep: Class 23 contains 8585 members 
Mstep: Class 24 contains 18593 members 
Mstep: Class 25 contains 392 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 731 members 
Mstep: Class 28 contains 20301 members 
Mstep: Class 29 contains 5167 members 
Mstep: Class 30 contains 723 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 16666 members 
Mstep: Class 33 contains 1860 members 
Mstep: Class 34 contains 664 members 
Mstep: Class 35 contains 107 members 
Mstep: Class 36 contains 354 members 
Entering Unmasked Estep 
Score: -73859600.000000 Penalty: 118472.648438
Splitting cluster 35 changes total score from -73861328.000000 to -73859600.000000
So it's not getting split.
--- Evaluating fit on full set of 1738268 points ---
Entering Unmasked Estep 
Score: -219602544.000000 Penalty: 124717.710938
25->36 Clusters: Score -219602544.000000, best is -221164160.000000

Main iterations: 0 (time per=infms)
Total iterations: 43677 (time per=329.796226ms)
Iterations metric 2: 1470944247808.000000 (time per=9.792696ns)
Iterations metric 3: 44130205958144.000000 (time per=326.409303ps)

That took 14404.509766 seconds.
